Update version to v1.4.148 and commit

fix: continue fetching models even if some vendors fail

.envrc

@@ -1,2 +1,2 @@
-watch_file shell.nix
+watch_file nix/shell.nix
 use flake

.github/workflows/ci.yml

@@ -22,6 +22,9 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v4
 
+      - name: Install Nix
+        uses: DeterminateSystems/nix-installer-action@main
+
       - name: Set up Go
         uses: actions/setup-go@v4
         with:
@@ -29,3 +32,6 @@ jobs:
 
       - name: Run tests
         run: go test -v ./...
+
+      - name: Check Formatting
+        run: nix flake check

.github/workflows/patterns.yaml

@@ -27,7 +27,7 @@ jobs:
         run: zip -r patterns.zip patterns/
 
       - name: Upload Patterns Artifact
-        uses: actions/upload-artifact@v3
+        uses: actions/upload-artifact@v4
         with:
           name: patterns
           path: patterns.zip

.github/workflows/release.yml

@@ -81,14 +81,14 @@ jobs:
 
       - name: Upload build artifact
         if: matrix.os != 'windows-latest'
-        uses: actions/upload-artifact@v3
+        uses: actions/upload-artifact@v4
         with:
           name: fabric-${OS}-${{ matrix.arch }}
           path: fabric-${OS}-${{ matrix.arch }}
 
       - name: Upload build artifact
         if: matrix.os == 'windows-latest'
-        uses: actions/upload-artifact@v3
+        uses: actions/upload-artifact@v4
         with:
           name: fabric-windows-${{ matrix.arch }}.exe
           path: fabric-windows-${{ matrix.arch }}.exe

.github/workflows/update-version-and-create-tag.yml

@@ -13,6 +13,7 @@ permissions:
 
 jobs:
   update-version:
+    if: github.event_name == 'push' && github.ref == 'refs/heads/main'
     runs-on: ubuntu-latest
 
     steps:
@@ -24,9 +25,6 @@ jobs:
       - name: Install Nix
         uses: DeterminateSystems/nix-installer-action@main
 
-      - name: Setup Nix Cache
-        uses: DeterminateSystems/magic-nix-cache-action@main
-
       - name: Set up Git
         run: |
           git config user.name "github-actions[bot]"
@@ -62,21 +60,21 @@ jobs:
 
       - name: Update version.nix file
         run: |
-          echo "\"${{ env.new_version }}\"" > pkgs/fabric/version.nix
+          echo "\"${{ env.new_version }}\"" > nix/pkgs/fabric/version.nix
       
-      - name: Format source codes
+      - name: Format source code
         run: |
-          go fmt ./...
+          nix fmt
 
       - name: Update gomod2nix.toml file
         run: |
-          nix run .#gomod2nix
+          nix run .#gomod2nix -- --outdir nix/pkgs/fabric
 
       - name: Commit changes
         run: |
           git add version.go
-          git add pkgs/fabric/version.nix
-          git add gomod2nix.toml
+          git add nix/pkgs/fabric/version.nix
+          git add nix/pkgs/fabric/gomod2nix.toml
           git add .
           if ! git diff --staged --quiet; then
             git commit -m "Update version to ${{ env.new_tag }} and commit $commit_hash"

.gitignore

@@ -342,3 +342,8 @@ web/.svelte-kit
 
 # End of https://www.toptal.com/developers/gitignore/api/node
 
+web/myfiles/Obsidian_perso_not_share/
+ENV
+web/package-lock.json
+.gitignore_backup
+web/static/*.png

ENV

@@ -1,9 +0,0 @@
-DEFAULT_VENDOR=OpenRouter
-DEFAULT_MODEL=openai/gpt-3.5-turbo-0125
-DEFAULT_MODEL_CONTEXT_LENGTH=128K
-PATTERNS_LOADER_GIT_REPO_URL=https://github.com/danielmiessler/fabric.git
-PATTERNS_LOADER_GIT_REPO_PATTERNS_FOLDER=patterns
-OPENROUTER_API_KEY=sk-or-v1-
-OPENROUTER_API_BASE_URL=https://openrouter.ai/api/v1
-YOUTUBE_API_KEY=AIzaS
-JINA_AI_API_KEY=jina_57

Pattern_Descriptions/README_Pattern_Descriptions_and_Tags_MGT.md

@@ -0,0 +1,124 @@
+# Pattern Descriptions and Tags Management
+
+This document explains the complete workflow for managing pattern descriptions and tags, including how to process new patterns and maintain metadata.
+
+## System Overview
+
+The pattern system follows this hierarchy:
+1. `~/.config/fabric/patterns/` directory: The source of truth for available patterns
+2. `pattern_extracts.json`: Contains first 500 words of each pattern for reference
+3. `pattern_descriptions.json`: Stores pattern metadata (descriptions and tags)
+4. `web/static/data/pattern_descriptions.json`: Web-accessible copy for the interface
+
+## Pattern Processing Workflow
+
+### 1. Adding New Patterns
+- Add patterns to `~/.config/fabric/patterns/`
+- Run extract_patterns.py to process new additions:
+  ```bash
+  python extract_patterns.py
+
+The Python Script automatically:
+- Creates pattern extracts for reference
+- Adds placeholder entries in descriptions file
+- Syncs to web interface
+
+### 2. Pattern Extract Creation
+The script extracts first 500 words from each pattern's system.md file to:
+
+- Provide context for writing descriptions
+- Maintain reference material
+- Aid in pattern categorization
+
+### 3. Description and Tag Management
+Pattern descriptions and tags are managed in pattern_descriptions.json:
+
+
+{
+  "patterns": [
+    {
+      "patternName": "pattern_name",
+      "description": "[Description pending]",
+      "tags": []
+    }
+  ]
+}
+
+
+## Completing Pattern Metadata
+
+### Writing Descriptions
+1. Check pattern_descriptions.json for "[Description pending]" entries
+2. Reference pattern_extracts.json for context
+
+3. How to update Pattern short descriptions (one sentence). 
+
+You can update your descriptions in pattern_descriptions.json manually or using LLM assistance (prefered approach). 
+
+Tell AI to look for "Description pending" entries in this file and write a short description based on the extract info in the pattern_extracts.json file. You can also ask your LLM to add tags for those newly added patterns, using other patterns tag assignments as example.    
+
+### Managing Tags
+1. Add appropriate tags to new patterns
+2. Update existing tags as needed
+3. Tags are stored as arrays: ["TAG1", "TAG2"]
+4. Edit pattern_descriptions.json directly to modify tags
+5. Make tags your own. You can delete, replace, amend existing tags.
+
+## File Synchronization
+
+The script maintains synchronization between:
+- Local pattern_descriptions.json
+- Web interface copy in static/data/
+- No manual file copying needed
+
+## Best Practices
+
+1. Run extract_patterns.py when:
+   - Adding new patterns
+   - Updating existing patterns
+   - Modifying pattern structure
+
+2. Description Writing:
+   - Use pattern extracts for context
+   - Keep descriptions clear and concise
+   - Focus on pattern purpose and usage
+
+3. Tag Management:
+   - Use consistent tag categories
+   - Apply multiple tags when relevant
+   - Update tags to reflect pattern evolution
+
+## Troubleshooting
+
+If patterns are not showing in the web interface:
+1. Verify pattern_descriptions.json format
+2. Check web static copy exists
+3. Ensure proper file permissions
+4. Run extract_patterns.py to resync
+
+## File Structure
+
+fabric/
+├── patterns/                     # Pattern source files
+├── PATTERN_DESCRIPTIONS/
+│   ├── extract_patterns.py      # Pattern processing script
+│   ├── pattern_extracts.json    # Pattern content references
+│   └── pattern_descriptions.json # Pattern metadata
+└── web/
+    └── static/
+        └── data/
+            └── pattern_descriptions.json # Web interface copy
+
+
+
+
+
+
+
+
+
+
+
+
+
+

Pattern_Descriptions/extract_patterns.py

@@ -0,0 +1,114 @@
+import os
+import json
+import shutil
+
+def load_existing_file(filepath):
+    """Load existing JSON file or return default structure"""
+    if os.path.exists(filepath):
+        with open(filepath, 'r', encoding='utf-8') as f:
+            return json.load(f)
+    return {"patterns": []}
+
+def get_pattern_extract(pattern_path):
+    """Extract first 500 words from pattern's system.md file"""
+    system_md_path = os.path.join(pattern_path, "system.md")
+    with open(system_md_path, 'r', encoding='utf-8') as f:
+        content = ' '.join(f.read().split()[:500])
+    return content
+
+def extract_pattern_info():
+    script_dir = os.path.dirname(os.path.abspath(__file__))
+    patterns_dir = os.path.expanduser("~/.config/fabric/patterns")
+    print(f"\nScanning patterns directory: {patterns_dir}")
+    
+    extracts_path = os.path.join(script_dir, "pattern_extracts.json")
+    descriptions_path = os.path.join(script_dir, "pattern_descriptions.json")
+    
+    existing_extracts = load_existing_file(extracts_path)
+    existing_descriptions = load_existing_file(descriptions_path)
+    
+    existing_extract_names = {p["patternName"] for p in existing_extracts["patterns"]}
+    existing_description_names = {p["patternName"] for p in existing_descriptions["patterns"]}
+    print(f"Found existing patterns: {len(existing_extract_names)}")
+    
+    new_extracts = []
+    new_descriptions = []
+    
+    
+    for dirname in sorted(os.listdir(patterns_dir)):
+        # Only log new pattern processing
+        if dirname not in existing_extract_names:
+            print(f"Processing new pattern: {dirname}")
+    
+            
+        pattern_path = os.path.join(patterns_dir, dirname)
+        system_md_path = os.path.join(pattern_path, "system.md")
+        print(f"Checking system.md at: {system_md_path}")
+        
+        if os.path.isdir(pattern_path) and os.path.exists(system_md_path):
+            print(f"Valid pattern directory found: {dirname}")
+            try:
+                if dirname not in existing_extract_names:
+                    print(f"Creating new extract for: {dirname}")
+                    pattern_extract = get_pattern_extract(pattern_path)  # Pass directory path
+                    new_extracts.append({
+                        "patternName": dirname,
+                        "pattern_extract": pattern_extract
+                    })
+                
+                if dirname not in existing_description_names:
+                    print(f"Creating new description for: {dirname}")
+                    new_descriptions.append({
+                        "patternName": dirname,
+                        "description": "[Description pending]",
+                        "tags": []
+                    })
+                    
+            except Exception as e:
+                print(f"Error processing {dirname}: {str(e)}")
+        else:
+            print(f"Invalid pattern directory or missing system.md: {dirname}")
+    
+    print(f"\nProcessing summary:")
+    print(f"New extracts created: {len(new_extracts)}")
+    print(f"New descriptions added: {len(new_descriptions)}")
+    
+    existing_extracts["patterns"].extend(new_extracts)
+    existing_descriptions["patterns"].extend(new_descriptions)
+    
+    return existing_extracts, existing_descriptions, len(new_descriptions)
+
+
+def update_web_static(descriptions_path):
+    """Copy pattern descriptions to web static directory"""
+    script_dir = os.path.dirname(os.path.abspath(__file__))
+    static_dir = os.path.join(script_dir, "..", "web", "static", "data")
+    os.makedirs(static_dir, exist_ok=True)
+    static_path = os.path.join(static_dir, "pattern_descriptions.json")
+    shutil.copy2(descriptions_path, static_path)
+
+def save_pattern_files():
+    """Save both pattern files and sync to web"""
+    script_dir = os.path.dirname(os.path.abspath(__file__))
+    extracts_path = os.path.join(script_dir, "pattern_extracts.json")
+    descriptions_path = os.path.join(script_dir, "pattern_descriptions.json")
+    
+    pattern_extracts, pattern_descriptions, new_count = extract_pattern_info()
+    
+    # Save files
+    with open(extracts_path, 'w', encoding='utf-8') as f:
+        json.dump(pattern_extracts, f, indent=2, ensure_ascii=False)
+    
+    with open(descriptions_path, 'w', encoding='utf-8') as f:
+        json.dump(pattern_descriptions, f, indent=2, ensure_ascii=False)
+    
+    # Update web static
+    update_web_static(descriptions_path)
+    
+    print(f"\nProcessing complete:")
+    print(f"Total patterns: {len(pattern_descriptions['patterns'])}")
+    print(f"New patterns added: {new_count}")
+
+if __name__ == "__main__":
+    save_pattern_files()
+

README.md

@@ -66,9 +66,9 @@
 ## Updates
 
 > [!NOTE]
-> November 8, 2024
+> February 24, 2025
 >
-> - **Multimodal Support**: You can now use `-a` (attachment) for Multimodal submissions to OpenAI models that support it. Example: `fabric -a https://path/to/image "Give me a description of this image."`
+> - Fabric now supports Sonnet 3.7! Update and use `-S` to select it as your default if you want, or just use the shortcut `-m claude-3-7-sonnet-latest`. Enjoy!
 
 ## What and why
 

WEB INTERFACE MOD README FILES/WEB V2 Install Guide.md

@@ -0,0 +1,191 @@
+# How to Install Fabric, Web Interface and PDF-to-Markdown
+
+Until it is fully integrated in GO, here's a safe way to test Web V2.
+
+## Step 1: Clone the Repository
+
+Clone the fabric repository to your desired location:
+
+```bash
+# For Mac (specific location)
+git clone https://github.com/danielmiessler/fabric.git ~/Documents/Github/fabric
+
+# Or from any parent directory
+git clone https://github.com/danielmiessler/fabric.git
+
+
+Step 2: Install GUI
+Navigate to the web directory and install dependencies:
+
+cd web
+npm install
+npx svelte-kit sync
+
+Step 3: Install PDF-to-Markdown
+Install the PDF conversion components in the correct order:
+
+# Make sure you're in the fabric/web directory
+cd fabric/web
+
+# Install dependencies in this specific order
+npm install -D patch-package
+npm install -D pdfjs-dist@2.5.207
+npm install -D github:jzillmann/pdf-to-markdown#modularize
+
+
+No build step is required after installation.
+
+Step 4: Update Shell Configuration
+For Mac/Linux users:
+
+Add environment variables to your ~/.bashrc (Linux) or ~/.zshrc (Mac) file:
+
+# For Intel-based Macs or Linux
+export GOROOT=/usr/local/go
+export GOPATH=$HOME/go
+export PATH=$GOPATH/bin:$GOROOT/bin:$HOME/.local/bin:$PATH
+
+# For Apple Silicon Macs
+export GOROOT=$(brew --prefix go)/libexec
+export GOPATH=$HOME/go
+export PATH=$GOPATH/bin:$GOROOT/bin:$HOME/.local/bin:$PATH
+
+REFER TO OFFICIAL FABRIC README.MD FILE FOR OTHER OPERATING SYSTEMS
+
+Step 5: Create Aliases for Patterns
+Add the following to your .zshrc or .bashrc file to create shorter commands:
+
+# Define the base directory for Obsidian notes, 
+obsidian_base="/path/to/obsidian"
+
+# Loop through all files in the ~/.config/fabric/patterns directory
+
+for pattern_file in ~/.config/fabric/patterns/*; do
+    # Get the base name of the file
+    pattern_name=$(basename "$pattern_file")
+
+    # Unalias any existing alias with the same name
+    unalias "$pattern_name" 2>/dev/null
+
+    # Define a function dynamically for each pattern
+    eval "
+    $pattern_name() {
+        local title=\$1
+        local date_stamp=\$(date +'%Y-%m-%d')
+        local output_path=\"\$obsidian_base/\${date_stamp}-\${title}.md\"
+
+        # Check if a title was provided
+        if [ -n \"\$title\" ]; then
+            # If a title is provided, use the output path
+            fabric --pattern \"$pattern_name\" -o \"\$output_path\"
+        else
+            # If no title is provided, use --stream
+            fabric --pattern \"$pattern_name\" --stream
+        fi
+    }
+    "
+done
+
+# YouTube shortcut function
+yt() {
+    local video_link="$1"
+    fabric -y "$video_link" --transcript
+}
+
+
+After modifying your shell configuration file, apply the changes:
+
+source ~/.zshrc  # or source ~/.bashrc for Linux
+
+Step 6: Run Fabric Setup
+Initialize fabric configuration:
+
+fabric --setup
+
+Step 7: Launch the Web Interface
+Open two terminal windows and navigate to the web folder:
+
+Terminal 1: Start the Fabric API Server
+fabric --serve
+
+Terminal 2: Start the Development Server
+npm run dev
+
+_____   ______   ______
+
+OPTIONAL: Create Start/Stop Scripts 
+You can create scripts to start/stop both servers at once.
+
+### For Mac Users
+When creating scripts on Mac using TextEdit:
+
+1. Open TextEdit
+2. **IMPORTANT:** Select "Format > Make Plain Text" from the menu BEFORE pasting any code
+3. Paste the script content, follow instructions below ((Mac example)).
+
+
+### For Windows Users
+When creating scripts on Windows:
+
+1. Use Notepad or a code editor like VS Code
+2. Paste the script content
+3. Save the file with the appropriate extension
+4. Ensure line endings are set to LF (not CRLF) for bash scripts
+
+ACTUAL SCRIPTS (Mac example)
+
+Start Script 
+1. Create a new file named start-fabric.command on your Desktop:
+
+#!/bin/bash
+
+# Change to the fabric web directory
+cd "$HOME/Documents/Github/fabric/web"
+
+# Start fabric serve in the background
+osascript -e 'tell application "Terminal" to do script "cd '$HOME'/Documents/Github/fabric/web && fabric --serve; exit"'
+
+# Wait a moment to ensure the fabric server starts
+sleep 2
+
+# Start npm development server in a new terminal
+osascript -e 'tell application "Terminal" to do script "cd '$HOME'/Documents/Github/fabric/web && npm run dev; exit"'
+
+# Close this script's terminal window after starting servers
+echo "Fabric servers started!"
+sleep 1
+osascript -e 'tell application "Terminal" to close (every window whose name contains ".command")' &
+exit
+
+Stop Script
+
+2. Create a new file named stop-fabric.command on your Desktop:
+
+#!/bin/bash
+
+# Kill the npm dev server
+pkill -f "node.*dev"
+
+# Kill the fabric server
+pkill -f "fabric --serve"
+
+# Force quit Terminal entirely and restart it
+osascript <<EOD
+tell application "Terminal" to quit
+delay 1
+tell application "Terminal" to activate
+EOD
+
+echo "Fabric servers stopped!"
+sleep 1
+
+# This script's terminal will already be closed by the quit command above
+exit
+
+3. Make both scripts executable:
+chmod +x ~/Desktop/start-fabric.command
+chmod +x ~/Desktop/stop-fabric.command
+
+You can customize with icons by finding suitable .icns files, right-clicking each .command file, selecting "Get Info", and dragging your icon file onto the small icon in the top-left corner.
+
+Note: You might need to allow the scripts to execute in your security settings by going to System Preferences → Security & Privacy after trying to run them the first time.

WEB INTERFACE MOD README FILES/pr-1284-update.md

@@ -0,0 +1,271 @@
+https://youtu.be/bhwtWXoMASA# Enhanced Pattern Selection, 
+Pattern Descriptions, New 
+Pattern TAG System, Language Support and other WEB UI Improvements  V3
+
+This Cummulative PR adds several Web UI and functionality improvements to make pattern selection more intuitive (pattern descriptions), ability to save favorite patterns, powerful multilingual capabilities, a Pattern TAG system, a help reference section, more robust Youtube processing and a variety of ui improvements. 
+
+## 🎥 Demo Video
+https://youtu.be/IhE8Iey8hSU
+
+
+
+## 🌟 Key Features
+
+### 1. Web UI and Pattern Selection Improvements
+- Enhanced pattern selection interface for better user experience
+- New pattern descriptions section accessible via modal
+- New pattern favorite list and pattern search functionnality
+- New Tag system for better pattern organization and filtering
+- Web UI refinements for clearer interaction
+- Help section via modal  
+
+### 2. Multilingual Support System
+- Seamless language switching via UI dropdown 
+- Persistent language state management
+- Pattern processing now use the selected language seamlessly
+
+### 3. YouTube Integration Enhancement
+- Robust language handling for YouTube transcript processing
+- Chunk-based language maintenance for long transcripts
+- Consistent language output throughout transcript analysis
+
+### 4. Enhanced Tag Management Integration
+
+The tag filtering system has been deeply integrated into the Pattern Selection interface through several UI enhancements:
+
+1. **Dual-Position Tag Panel**
+   - Sliding panel positioned to the right of pattern modal
+   - Dynamic toggle button that adapts position and text based on panel state
+   - Smooth transitions for opening/closing animations
+
+2. **Tag Selection Visibility**
+   - New dedicated tag display section in pattern modal
+   - Visual separation through subtle background styling
+   - Immediate feedback showing selected tags with comma separation
+   - Inline reset capability for quick tag clearing
+
+3. **Improved User Experience**
+   - Clear visual hierarchy between pattern list and tag filtering
+   - Multiple ways to manage tags (panel or quick reset)
+   - Consistent styling with existing design language
+   - Space-efficient tag brick layout in 3-column grid
+
+4. **Technical Implementation**
+   - Reactive tag state management
+   - Efficient tag filtering logic
+   - Proper event dispatching between components
+   - Maintained accessibility standards
+   - Responsive design considerations
+
+These enhancements create a more intuitive and efficient pattern discovery experience, allowing users to quickly filter and find relevant patterns while maintaining a clean, modern interface.
+
+
+## 🛠 Technical Implementation
+
+### Language Support Architecture
+```typescript
+// Language state management
+export const languageStore = writable<string>('');
+
+// Chat input language detection
+if (qualifier === 'fr') {
+  languageStore.set('fr');
+  userInput = userInput.replace(/--fr\s*/, '');
+}
+
+// Service layer integration
+const language = get(languageStore) || 'en';
+const languageInstruction = language !== 'en' 
+  ? `. Please use the language '${language}' for the output.` 
+  : '';
+```
+
+### YouTube Processing Enhancement
+```typescript
+// Process stream with language instruction per chunk
+await chatService.processStream(
+  stream,
+  (content: string, response?: StreamResponse) => {
+    if (currentLanguage !== 'en') {
+      content = `${content}. Please use the language '${currentLanguage}' for the output.`;
+    }
+    // Update messages...
+  }
+);
+```
+# Pattern Descriptions and Tags Management
+
+This document explains the complete workflow for managing pattern descriptions and tags, including how to process new patterns and maintain metadata.
+
+## System Overview
+
+The pattern system follows this hierarchy:
+1. `~/.config/fabric/patterns/` directory: The source of truth for available patterns
+2. `pattern_extracts.json`: Contains first 500 words of each pattern for reference
+3. `pattern_descriptions.json`: Stores pattern metadata (descriptions and tags)
+4. `web/static/data/pattern_descriptions.json`: Web-accessible copy for the interface
+
+## Pattern Processing Workflow
+
+### 1. Adding New Patterns
+- Add patterns to `~/.config/fabric/patterns/`
+- Run extract_patterns.py to process new additions:
+  ```bash
+  python extract_patterns.py
+
+The Python Script automatically:
+- Creates pattern extracts for reference
+- Adds placeholder entries in descriptions file
+- Syncs to web interface
+
+### 2. Pattern Extract Creation
+The script extracts first 500 words from each pattern's system.md file to:
+
+- Provide context for writing descriptions
+- Maintain reference material
+- Aid in pattern categorization
+
+### 3. Description and Tag Management
+Pattern descriptions and tags are managed in pattern_descriptions.json:
+
+
+{
+  "patterns": [
+    {
+      "patternName": "pattern_name",
+      "description": "[Description pending]",
+      "tags": []
+    }
+  ]
+}
+
+
+## Completing Pattern Metadata
+
+### Writing Descriptions
+1. Check pattern_descriptions.json for "[Description pending]" entries
+2. Reference pattern_extracts.json for context
+
+3. How to update Pattern short descriptions (one sentence). 
+
+You can update your descriptions in pattern_descriptions.json manually or using LLM assistance (prefered approach). 
+
+Tell AI to look for "Description pending" entries in this file and write a short description based on the extract info in the pattern_extracts.json file. You can also ask your LLM to add tags for those newly added patterns, using other patterns tag assignments as example.    
+
+### Managing Tags
+1. Add appropriate tags to new patterns
+2. Update existing tags as needed
+3. Tags are stored as arrays: ["TAG1", "TAG2"]
+4. Edit pattern_descriptions.json directly to modify tags
+5. Make tags your own. You can delete, replace, amend existing tags.
+
+## File Synchronization
+
+The script maintains synchronization between:
+- Local pattern_descriptions.json
+- Web interface copy in static/data/
+- No manual file copying needed
+
+## Best Practices
+
+1. Run extract_patterns.py when:
+   - Adding new patterns
+   - Updating existing patterns
+   - Modifying pattern structure
+
+2. Description Writing:
+   - Use pattern extracts for context
+   - Keep descriptions clear and concise
+   - Focus on pattern purpose and usage
+
+3. Tag Management:
+   - Use consistent tag categories
+   - Apply multiple tags when relevant
+   - Update tags to reflect pattern evolution
+
+## Troubleshooting
+
+If patterns are not showing in the web interface:
+1. Verify pattern_descriptions.json format
+2. Check web static copy exists
+3. Ensure proper file permissions
+4. Run extract_patterns.py to resync
+
+## File Structure
+
+fabric/
+├── patterns/                     # Pattern source files
+├── PATTERN_DESCRIPTIONS/
+│   ├── extract_patterns.py      # Pattern processing script
+│   ├── pattern_extracts.json    # Pattern content references
+│   └── pattern_descriptions.json # Pattern metadata
+└── web/
+    └── static/
+        └── data/
+            └── pattern_descriptions.json # Web interface copy
+
+
+
+
+
+## 🎯 Usage Examples
+
+### 1. Using Language Qualifiers
+```
+User: What is the weather?
+AI: The weather information...
+
+User: --fr What is the weather?
+AI: Voici les informations météo...
+```
+
+### 2. Global Settings
+1. Select language from dropdown
+2. All interactions use selected language
+3. Automatic reset to English after each message
+
+### 3. YouTube Analysis
+```
+User: Analyze this YouTube video --fr
+AI: [Provides analysis in French, maintaining language throughout the transcript]
+```
+
+## 💡 Key Benefits
+
+1. **Enhanced User Experience**
+   - Intuitive language switching
+   - Consistent language handling
+   - Seamless integration with existing features
+
+2. **Robust Implementation**
+   - Simple yet powerful design
+   - No complex language detection needed
+   - Direct AI instruction approach
+
+3. **Maintainable Architecture**
+   - Clean separation of concerns
+   - Stateful language management
+   - Easy to extend for new languages
+
+4. **YouTube Integration**
+   - Handles long transcripts effectively
+   - Maintains language consistency
+   - Robust chunk processing
+
+## 🔄 Implementation Notes
+
+1. **State Management**
+   - Language persists until changed
+   - Resets to English after each message
+   - Handles UI state updates efficiently
+
+2. **Error Handling**
+   - Invalid qualifiers are ignored
+   - Unknown languages default to English
+   - Proper store reset on errors
+
+3. **Best Practices**
+   - Clear language instructions
+   - Consistent state management
+   - Robust error handling
+

cli/cli.go

@@ -287,7 +287,7 @@ func Cli(version string) (err error) {
 func processYoutubeVideo(
 	flags *Flags, registry *core.PluginRegistry, videoId string) (message string, err error) {
 
-	if (!flags.YouTubeComments && !flags.YouTubeMetadata) || flags.YouTubeTranscript {
+	if (!flags.YouTubeComments && !flags.YouTubeMetadata) || flags.YouTubeTranscript || flags.YouTubeTranscriptWithTimestamps {
 		var transcript string
 		var language = "en"
 		if flags.Language != "" || registry.Language.DefaultLanguage.Value != "" {
@@ -297,8 +297,14 @@ func processYoutubeVideo(
 				language = registry.Language.DefaultLanguage.Value
 			}
 		}
-		if transcript, err = registry.YouTube.GrabTranscript(videoId, language); err != nil {
-			return
+		if flags.YouTubeTranscriptWithTimestamps {
+			if transcript, err = registry.YouTube.GrabTranscriptWithTimestamps(videoId, language); err != nil {
+				return
+			}
+		} else {
+			if transcript, err = registry.YouTube.GrabTranscript(videoId, language); err != nil {
+				return
+			}
 		}
 		message = AppendMessage(message, transcript)
 	}

cli/cli_test.go

@@ -1,10 +1,11 @@
 package cli
 
 import (
-	"github.com/danielmiessler/fabric/core"
 	"os"
 	"testing"
 
+	"github.com/danielmiessler/fabric/core"
+
 	"github.com/stretchr/testify/assert"
 )
 

cli/flags.go

@@ -9,66 +9,69 @@ import (
 	"reflect"
 	"strconv"
 	"strings"
+	"time"
 
+	"golang.org/x/term"
+
+	"github.com/danielmiessler/fabric/common"
 	"github.com/jessevdk/go-flags"
 	goopenai "github.com/sashabaranov/go-openai"
 	"golang.org/x/text/language"
 	"gopkg.in/yaml.v2"
-
-	"github.com/danielmiessler/fabric/common"
 )
 
 // Flags create flags struct. the users flags go into this, this will be passed to the chat struct in cli
 type Flags struct {
-	Pattern            string            `short:"p" long:"pattern" yaml:"pattern" description:"Choose a pattern from the available patterns" default:""`
-	PatternVariables   map[string]string `short:"v" long:"variable" description:"Values for pattern variables, e.g. -v=#role:expert -v=#points:30"`
-	Context            string            `short:"C" long:"context" description:"Choose a context from the available contexts" default:""`
-	Session            string            `long:"session" description:"Choose a session from the available sessions"`
-	Attachments        []string          `short:"a" long:"attachment" description:"Attachment path or URL (e.g. for OpenAI image recognition messages)"`
-	Setup              bool              `short:"S" long:"setup" description:"Run setup for all reconfigurable parts of fabric"`
-	Temperature        float64           `short:"t" long:"temperature" yaml:"temperature" description:"Set temperature" default:"0.7"`
-	TopP               float64           `short:"T" long:"topp" yaml:"topp" description:"Set top P" default:"0.9"`
-	Stream             bool              `short:"s" long:"stream" yaml:"stream" description:"Stream"`
-	PresencePenalty    float64           `short:"P" long:"presencepenalty" yaml:"presencepenalty" description:"Set presence penalty" default:"0.0"`
-	Raw                bool              `short:"r" long:"raw" yaml:"raw" description:"Use the defaults of the model without sending chat options (like temperature etc.) and use the user role instead of the system role for patterns."`
-	FrequencyPenalty   float64           `short:"F" long:"frequencypenalty" yaml:"frequencypenalty" description:"Set frequency penalty" default:"0.0"`
-	ListPatterns       bool              `short:"l" long:"listpatterns" description:"List all patterns"`
-	ListAllModels      bool              `short:"L" long:"listmodels" description:"List all available models"`
-	ListAllContexts    bool              `short:"x" long:"listcontexts" description:"List all contexts"`
-	ListAllSessions    bool              `short:"X" long:"listsessions" description:"List all sessions"`
-	UpdatePatterns     bool              `short:"U" long:"updatepatterns" description:"Update patterns"`
-	Message            string            `hidden:"true" description:"Messages to send to chat"`
-	Copy               bool              `short:"c" long:"copy" description:"Copy to clipboard"`
-	Model              string            `short:"m" long:"model" yaml:"model" description:"Choose model"`
-	ModelContextLength int               `long:"modelContextLength" yaml:"modelContextLength" description:"Model context length (only affects ollama)"`
-	Output             string            `short:"o" long:"output" description:"Output to file" default:""`
-	OutputSession      bool              `long:"output-session" description:"Output the entire session (also a temporary one) to the output file"`
-	LatestPatterns     string            `short:"n" long:"latest" description:"Number of latest patterns to list" default:"0"`
-	ChangeDefaultModel bool              `short:"d" long:"changeDefaultModel" description:"Change default model"`
-	YouTube            string            `short:"y" long:"youtube" description:"YouTube video or play list \"URL\" to grab transcript, comments from it and send to chat or print it put to the console and store it in the output file"`
-	YouTubePlaylist    bool              `long:"playlist" description:"Prefer playlist over video if both ids are present in the URL"`
-	YouTubeTranscript  bool              `long:"transcript" description:"Grab transcript from YouTube video and send to chat (it is used per default)."`
-	YouTubeComments    bool              `long:"comments" description:"Grab comments from YouTube video and send to chat"`
-	YouTubeMetadata    bool              `long:"metadata" description:"Output video metadata"`
-	Language           string            `short:"g" long:"language" description:"Specify the Language Code for the chat, e.g. -g=en -g=zh" default:""`
-	ScrapeURL          string            `short:"u" long:"scrape_url" description:"Scrape website URL to markdown using Jina AI"`
-	ScrapeQuestion     string            `short:"q" long:"scrape_question" description:"Search question using Jina AI"`
-	Seed               int               `short:"e" long:"seed" yaml:"seed" description:"Seed to be used for LMM generation"`
-	WipeContext        string            `short:"w" long:"wipecontext" description:"Wipe context"`
-	WipeSession        string            `short:"W" long:"wipesession" description:"Wipe session"`
-	PrintContext       string            `long:"printcontext" description:"Print context"`
-	PrintSession       string            `long:"printsession" description:"Print session"`
-	HtmlReadability    bool              `long:"readability" description:"Convert HTML input into a clean, readable view"`
-	InputHasVars       bool              `long:"input-has-vars" description:"Apply variables to user input"`
-	DryRun             bool              `long:"dry-run" description:"Show what would be sent to the model without actually sending it"`
-	Serve              bool              `long:"serve" description:"Serve the Fabric Rest API"`
-	ServeOllama        bool              `long:"serveOllama" description:"Serve the Fabric Rest API with ollama endpoints"`
-	ServeAddress       string            `long:"address" description:"The address to bind the REST API" default:":8080"`
-	Config             string            `long:"config" description:"Path to YAML config file"`
-	Version            bool              `long:"version" description:"Print current version"`
-	ListExtensions     bool              `long:"listextensions" description:"List all registered extensions"`
-	AddExtension       string            `long:"addextension" description:"Register a new extension from config file path"`
-	RemoveExtension    string            `long:"rmextension" description:"Remove a registered extension by name"`
+	Pattern                         string            `short:"p" long:"pattern" yaml:"pattern" description:"Choose a pattern from the available patterns" default:""`
+	PatternVariables                map[string]string `short:"v" long:"variable" description:"Values for pattern variables, e.g. -v=#role:expert -v=#points:30"`
+	Context                         string            `short:"C" long:"context" description:"Choose a context from the available contexts" default:""`
+	Session                         string            `long:"session" description:"Choose a session from the available sessions"`
+	Attachments                     []string          `short:"a" long:"attachment" description:"Attachment path or URL (e.g. for OpenAI image recognition messages)"`
+	Setup                           bool              `short:"S" long:"setup" description:"Run setup for all reconfigurable parts of fabric"`
+	Temperature                     float64           `short:"t" long:"temperature" yaml:"temperature" description:"Set temperature" default:"0.7"`
+	TopP                            float64           `short:"T" long:"topp" yaml:"topp" description:"Set top P" default:"0.9"`
+	Stream                          bool              `short:"s" long:"stream" yaml:"stream" description:"Stream"`
+	PresencePenalty                 float64           `short:"P" long:"presencepenalty" yaml:"presencepenalty" description:"Set presence penalty" default:"0.0"`
+	Raw                             bool              `short:"r" long:"raw" yaml:"raw" description:"Use the defaults of the model without sending chat options (like temperature etc.) and use the user role instead of the system role for patterns."`
+	FrequencyPenalty                float64           `short:"F" long:"frequencypenalty" yaml:"frequencypenalty" description:"Set frequency penalty" default:"0.0"`
+	ListPatterns                    bool              `short:"l" long:"listpatterns" description:"List all patterns"`
+	ListAllModels                   bool              `short:"L" long:"listmodels" description:"List all available models"`
+	ListAllContexts                 bool              `short:"x" long:"listcontexts" description:"List all contexts"`
+	ListAllSessions                 bool              `short:"X" long:"listsessions" description:"List all sessions"`
+	UpdatePatterns                  bool              `short:"U" long:"updatepatterns" description:"Update patterns"`
+	Message                         string            `hidden:"true" description:"Messages to send to chat"`
+	Copy                            bool              `short:"c" long:"copy" description:"Copy to clipboard"`
+	Model                           string            `short:"m" long:"model" yaml:"model" description:"Choose model"`
+	ModelContextLength              int               `long:"modelContextLength" yaml:"modelContextLength" description:"Model context length (only affects ollama)"`
+	Output                          string            `short:"o" long:"output" description:"Output to file" default:""`
+	OutputSession                   bool              `long:"output-session" description:"Output the entire session (also a temporary one) to the output file"`
+	LatestPatterns                  string            `short:"n" long:"latest" description:"Number of latest patterns to list" default:"0"`
+	ChangeDefaultModel              bool              `short:"d" long:"changeDefaultModel" description:"Change default model"`
+	YouTube                         string            `short:"y" long:"youtube" description:"YouTube video or play list \"URL\" to grab transcript, comments from it and send to chat or print it put to the console and store it in the output file"`
+	YouTubePlaylist                 bool              `long:"playlist" description:"Prefer playlist over video if both ids are present in the URL"`
+	YouTubeTranscript               bool              `long:"transcript" description:"Grab transcript from YouTube video and send to chat (it is used per default)."`
+	YouTubeTranscriptWithTimestamps bool              `long:"transcript-with-timestamps" description:"Grab transcript from YouTube video with timestamps and send to chat"`
+	YouTubeComments                 bool              `long:"comments" description:"Grab comments from YouTube video and send to chat"`
+	YouTubeMetadata                 bool              `long:"metadata" description:"Output video metadata"`
+	Language                        string            `short:"g" long:"language" description:"Specify the Language Code for the chat, e.g. -g=en -g=zh" default:""`
+	ScrapeURL                       string            `short:"u" long:"scrape_url" description:"Scrape website URL to markdown using Jina AI"`
+	ScrapeQuestion                  string            `short:"q" long:"scrape_question" description:"Search question using Jina AI"`
+	Seed                            int               `short:"e" long:"seed" yaml:"seed" description:"Seed to be used for LMM generation"`
+	WipeContext                     string            `short:"w" long:"wipecontext" description:"Wipe context"`
+	WipeSession                     string            `short:"W" long:"wipesession" description:"Wipe session"`
+	PrintContext                    string            `long:"printcontext" description:"Print context"`
+	PrintSession                    string            `long:"printsession" description:"Print session"`
+	HtmlReadability                 bool              `long:"readability" description:"Convert HTML input into a clean, readable view"`
+	InputHasVars                    bool              `long:"input-has-vars" description:"Apply variables to user input"`
+	DryRun                          bool              `long:"dry-run" description:"Show what would be sent to the model without actually sending it"`
+	Serve                           bool              `long:"serve" description:"Serve the Fabric Rest API"`
+	ServeOllama                     bool              `long:"serveOllama" description:"Serve the Fabric Rest API with ollama endpoints"`
+	ServeAddress                    string            `long:"address" description:"The address to bind the REST API" default:":8080"`
+	Config                          string            `long:"config" description:"Path to YAML config file"`
+	Version                         bool              `long:"version" description:"Print current version"`
+	ListExtensions                  bool              `long:"listextensions" description:"List all registered extensions"`
+	AddExtension                    string            `long:"addextension" description:"Register a new extension from config file path"`
+	RemoveExtension                 string            `long:"rmextension" description:"Remove a registered extension by name"`
 }
 
 var debug = false
@@ -114,14 +117,14 @@ func Init() (ret *Flags, err error) {
 	parser := flags.NewParser(ret, flags.Default)
 	var args []string
 	if args, err = parser.Parse(); err != nil {
-		return nil, err
+		return
 	}
 
 	// If config specified, load and apply YAML for unused flags
 	if ret.Config != "" {
-		yamlFlags, err := loadYAMLConfig(ret.Config)
-		if err != nil {
-			return nil, err
+		var yamlFlags *Flags
+		if yamlFlags, err = loadYAMLConfig(ret.Config); err != nil {
+			return
 		}
 
 		// Apply YAML values where CLI flags weren't used
@@ -152,14 +155,13 @@ func Init() (ret *Flags, err error) {
 	}
 
 	// Handle stdin and messages
-	info, _ := os.Stdin.Stat()
-	pipedToStdin := (info.Mode() & os.ModeCharDevice) == 0
 
 	// Append positional arguments to the message (custom message)
 	if len(args) > 0 {
 		ret.Message = AppendMessage(ret.Message, args[len(args)-1])
 	}
 
+	pipedToStdin := !term.IsTerminal(int(os.Stdin.Fd()))
 	if pipedToStdin {
 		var pipedMessage string
 		if pipedMessage, err = readStdin(); err != nil {
@@ -167,8 +169,7 @@ func Init() (ret *Flags, err error) {
 		}
 		ret.Message = AppendMessage(ret.Message, pipedMessage)
 	}
-
-	return ret, nil
+	return
 }
 
 func assignWithConversion(targetField, sourceField reflect.Value) error {
@@ -233,18 +234,27 @@ func loadYAMLConfig(configPath string) (*Flags, error) {
 func readStdin() (ret string, err error) {
 	reader := bufio.NewReader(os.Stdin)
 	var sb strings.Builder
-	for {
-		line, err := reader.ReadString('\n')
-		if err != nil {
-			if errors.Is(err, io.EOF) {
-				sb.WriteString(line)
-				break
+	done := make(chan struct{})
+	go func() {
+		for {
+			line, readErr := reader.ReadString('\n')
+			if readErr != nil {
+				if errors.Is(readErr, io.EOF) {
+					sb.WriteString(strings.TrimSpace(line)) // Ensure last line is added
+				}
+				close(done)
+				return
 			}
-			return "", fmt.Errorf("error reading piped message from stdin: %w", err)
+			sb.WriteString(line)
 		}
-		sb.WriteString(line)
+	}()
+
+	select {
+	case <-done:
+	case <-time.After(2 * time.Second):
 	}
-	return sb.String(), nil
+	ret = sb.String()
+	return
 }
 
 func (o *Flags) BuildChatOptions() (ret *common.ChatOptions) {

cli/output.go

@@ -2,8 +2,9 @@ package cli
 
 import (
 	"fmt"
-	"github.com/atotto/clipboard"
 	"os"
+
+	"github.com/atotto/clipboard"
 )
 
 func CopyToClipboard(message string) (err error) {

common/attachment.go

@@ -6,11 +6,12 @@ import (
 	"encoding/base64"
 	"encoding/json"
 	"fmt"
-	"github.com/gabriel-vasile/mimetype"
 	"io/ioutil"
 	"net/http"
 	"os"
 	"path/filepath"
+
+	"github.com/gabriel-vasile/mimetype"
 )
 
 type Attachment struct {

common/domain_test.go

@@ -1,9 +1,10 @@
 package common
 
 import (
+	"testing"
+
 	goopenai "github.com/sashabaranov/go-openai"
 	"github.com/stretchr/testify/assert"
-	"testing"
 )
 
 func TestNormalizeMessages(t *testing.T) {

common/groups_items.go

@@ -2,6 +2,7 @@ package common
 
 import (
 	"fmt"
+
 	"github.com/samber/lo"
 )
 

core/plugin_registry.go

@@ -7,6 +7,8 @@ import (
 	"path/filepath"
 	"strconv"
 
+	"github.com/danielmiessler/fabric/plugins/ai/exolab"
+
 	"github.com/samber/lo"
 
 	"github.com/danielmiessler/fabric/common"
@@ -18,6 +20,7 @@ import (
 	"github.com/danielmiessler/fabric/plugins/ai/dryrun"
 	"github.com/danielmiessler/fabric/plugins/ai/gemini"
 	"github.com/danielmiessler/fabric/plugins/ai/groq"
+	"github.com/danielmiessler/fabric/plugins/ai/lmstudio"
 	"github.com/danielmiessler/fabric/plugins/ai/mistral"
 	"github.com/danielmiessler/fabric/plugins/ai/ollama"
 	"github.com/danielmiessler/fabric/plugins/ai/openai"
@@ -54,7 +57,7 @@ func NewPluginRegistry(db *fsdb.Db) (ret *PluginRegistry, err error) {
 		gemini.NewClient(),
 		//gemini_openai.NewClient(),
 		anthropic.NewClient(), siliconcloud.NewClient(),
-		openrouter.NewClient(), mistral.NewClient(), deepseek.NewClient())
+		openrouter.NewClient(), lmstudio.NewClient(), mistral.NewClient(), deepseek.NewClient(), exolab.NewClient())
 	_ = ret.Configure()
 
 	return

flake.lock

@@ -26,11 +26,11 @@
         ]
       },
       "locked": {
-        "lastModified": 1729448365,
-        "narHash": "sha256-oquZeWTYWTr5IxfwEzgsxjtD8SSFZYLdO9DaQb70vNU=",
+        "lastModified": 1733668782,
+        "narHash": "sha256-tPsqU00FhgdFr0JiQUiBMgPVbl1jbPCY5gbFiJycL3I=",
         "owner": "nix-community",
         "repo": "gomod2nix",
-        "rev": "5d387097aa716f35dd99d848dc26d8d5b62a104c",
+        "rev": "514283ec89c39ad0079ff2f3b1437404e4cba608",
         "type": "github"
       },
       "original": {
@@ -41,11 +41,11 @@
     },
     "nixpkgs": {
       "locked": {
-        "lastModified": 1729665710,
-        "narHash": "sha256-AlcmCXJZPIlO5dmFzV3V2XF6x/OpNWUV8Y/FMPGd8Z4=",
+        "lastModified": 1736344531,
+        "narHash": "sha256-8YVQ9ZbSfuUk2bUf2KRj60NRraLPKPS0Q4QFTbc+c2c=",
         "owner": "nixos",
         "repo": "nixpkgs",
-        "rev": "2768c7d042a37de65bb1b5b3268fc987e534c49d",
+        "rev": "bffc22eb12172e6db3c5dde9e3e5628f8e3e7912",
         "type": "github"
       },
       "original": {
@@ -100,11 +100,11 @@
         ]
       },
       "locked": {
-        "lastModified": 1729613947,
-        "narHash": "sha256-XGOvuIPW1XRfPgHtGYXd5MAmJzZtOuwlfKDgxX5KT3s=",
+        "lastModified": 1736154270,
+        "narHash": "sha256-p2r8xhQZ3TYIEKBoiEhllKWQqWNJNoT9v64Vmg4q8Zw=",
         "owner": "numtide",
         "repo": "treefmt-nix",
-        "rev": "aac86347fb5063960eccb19493e0cadcdb4205ca",
+        "rev": "13c913f5deb3a5c08bb810efd89dc8cb24dd968b",
         "type": "github"
       },
       "original": {

flake.nix

@@ -33,7 +33,7 @@
         let
           pkgs = nixpkgs.legacyPackages.${system};
         in
-        treefmt-nix.lib.evalModule pkgs ./treefmt.nix
+        treefmt-nix.lib.evalModule pkgs ./nix/treefmt.nix
       );
     in
     {
@@ -49,7 +49,7 @@
           pkgs = nixpkgs.legacyPackages.${system};
           goEnv = gomod2nix.legacyPackages.${system}.mkGoEnv { pwd = ./.; };
         in
-        import ./shell.nix {
+        import ./nix/shell.nix {
           inherit pkgs goEnv;
           inherit (gomod2nix.legacyPackages.${system}) gomod2nix;
         }
@@ -62,7 +62,7 @@
         in
         {
           default = self.packages.${system}.fabric;
-          fabric = pkgs.callPackage ./pkgs/fabric {
+          fabric = pkgs.callPackage ./nix/pkgs/fabric {
             inherit (gomod2nix.legacyPackages.${system}) buildGoApplication;
           };
           inherit (gomod2nix.legacyPackages.${system}) gomod2nix;

go.mod

@@ -1,105 +1,104 @@
 module github.com/danielmiessler/fabric
 
-go 1.22.8
-
-toolchain go1.23.1
+go 1.23.4
 
 require (
 	github.com/anaskhan96/soup v1.2.5
-	github.com/anthropics/anthropic-sdk-go v0.2.0-alpha.4
+	github.com/anthropics/anthropic-sdk-go v0.2.0-alpha.11
 	github.com/atotto/clipboard v0.1.4
-	github.com/gabriel-vasile/mimetype v1.4.6
+	github.com/gabriel-vasile/mimetype v1.4.8
 	github.com/gin-gonic/gin v1.10.0
-	github.com/go-git/go-git/v5 v5.12.0
-	github.com/go-shiori/go-readability v0.0.0-20241012063810-92284fa8a71f
-	github.com/google/generative-ai-go v0.18.0
+	github.com/go-git/go-git/v5 v5.13.2
+	github.com/go-shiori/go-readability v0.0.0-20250217085726-9f5bf5ca7612
+	github.com/google/generative-ai-go v0.19.0
 	github.com/jessevdk/go-flags v1.6.1
 	github.com/joho/godotenv v1.5.1
-	github.com/ollama/ollama v0.4.1
-	github.com/otiai10/copy v1.14.0
+	github.com/ollama/ollama v0.5.12
+	github.com/otiai10/copy v1.14.1
 	github.com/pkg/errors v0.9.1
-	github.com/samber/lo v1.47.0
-	github.com/sashabaranov/go-openai v1.35.6
-	github.com/stretchr/testify v1.9.0
-	golang.org/x/text v0.20.0
-	google.golang.org/api v0.205.0
+	github.com/samber/lo v1.49.1
+	github.com/sashabaranov/go-openai v1.38.0
+	github.com/stretchr/testify v1.10.0
+	golang.org/x/term v0.29.0
+	golang.org/x/text v0.22.0
+	google.golang.org/api v0.223.0
 	gopkg.in/yaml.v2 v2.4.0
+	gopkg.in/yaml.v3 v3.0.1
 )
 
 require (
-	cloud.google.com/go v0.116.0 // indirect
-	cloud.google.com/go/ai v0.8.0 // indirect
-	cloud.google.com/go/auth v0.10.1 // indirect
-	cloud.google.com/go/auth/oauth2adapt v0.2.5 // indirect
-	cloud.google.com/go/compute/metadata v0.5.2 // indirect
-	cloud.google.com/go/longrunning v0.5.7 // indirect
+	cloud.google.com/go v0.118.3 // indirect
+	cloud.google.com/go/ai v0.10.0 // indirect
+	cloud.google.com/go/auth v0.15.0 // indirect
+	cloud.google.com/go/auth/oauth2adapt v0.2.7 // indirect
+	cloud.google.com/go/compute/metadata v0.6.0 // indirect
+	cloud.google.com/go/longrunning v0.6.4 // indirect
 	dario.cat/mergo v1.0.1 // indirect
 	github.com/Microsoft/go-winio v0.6.2 // indirect
-	github.com/ProtonMail/go-crypto v1.1.2 // indirect
-	github.com/andybalholm/cascadia v1.3.2 // indirect
+	github.com/ProtonMail/go-crypto v1.1.5 // indirect
+	github.com/andybalholm/cascadia v1.3.3 // indirect
 	github.com/araddon/dateparse v0.0.0-20210429162001-6b43995a97de // indirect
-	github.com/bytedance/sonic v1.12.4 // indirect
-	github.com/bytedance/sonic/loader v0.2.1 // indirect
-	github.com/cloudflare/circl v1.5.0 // indirect
-	github.com/cloudwego/base64x v0.1.4 // indirect
-	github.com/cloudwego/iasm v0.2.0 // indirect
-	github.com/cyphar/filepath-securejoin v0.3.4 // indirect
+	github.com/bytedance/sonic v1.12.9 // indirect
+	github.com/bytedance/sonic/loader v0.2.3 // indirect
+	github.com/cloudflare/circl v1.6.0 // indirect
+	github.com/cloudwego/base64x v0.1.5 // indirect
+	github.com/cyphar/filepath-securejoin v0.4.1 // indirect
 	github.com/davecgh/go-spew v1.1.1 // indirect
 	github.com/emirpasic/gods v1.18.1 // indirect
 	github.com/felixge/httpsnoop v1.0.4 // indirect
-	github.com/gin-contrib/sse v0.1.0 // indirect
+	github.com/gin-contrib/sse v1.0.0 // indirect
 	github.com/go-git/gcfg v1.5.1-0.20230307220236-3a3c6141e376 // indirect
-	github.com/go-git/go-billy/v5 v5.6.0 // indirect
+	github.com/go-git/go-billy/v5 v5.6.2 // indirect
 	github.com/go-logr/logr v1.4.2 // indirect
 	github.com/go-logr/stdr v1.2.2 // indirect
 	github.com/go-playground/locales v0.14.1 // indirect
 	github.com/go-playground/universal-translator v0.18.1 // indirect
-	github.com/go-playground/validator/v10 v10.22.1 // indirect
+	github.com/go-playground/validator/v10 v10.25.0 // indirect
 	github.com/go-shiori/dom v0.0.0-20230515143342-73569d674e1c // indirect
-	github.com/goccy/go-json v0.10.3 // indirect
+	github.com/goccy/go-json v0.10.5 // indirect
 	github.com/gogs/chardet v0.0.0-20211120154057-b7413eaefb8f // indirect
-	github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect
-	github.com/google/s2a-go v0.1.8 // indirect
+	github.com/golang/groupcache v0.0.0-20241129210726-2c02b8208cf8 // indirect
+	github.com/google/s2a-go v0.1.9 // indirect
 	github.com/google/uuid v1.6.0 // indirect
 	github.com/googleapis/enterprise-certificate-proxy v0.3.4 // indirect
-	github.com/googleapis/gax-go/v2 v2.13.0 // indirect
+	github.com/googleapis/gax-go/v2 v2.14.1 // indirect
 	github.com/jbenet/go-context v0.0.0-20150711004518-d14ea06fba99 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
 	github.com/kevinburke/ssh_config v1.2.0 // indirect
-	github.com/klauspost/cpuid/v2 v2.2.9 // indirect
+	github.com/klauspost/cpuid/v2 v2.2.10 // indirect
 	github.com/leodido/go-urn v1.4.0 // indirect
 	github.com/mattn/go-isatty v0.0.20 // indirect
 	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
 	github.com/modern-go/reflect2 v1.0.2 // indirect
+	github.com/otiai10/mint v1.6.3 // indirect
 	github.com/pelletier/go-toml/v2 v2.2.3 // indirect
-	github.com/pjbgf/sha1cd v0.3.0 // indirect
+	github.com/pjbgf/sha1cd v0.3.2 // indirect
 	github.com/pmezard/go-difflib v1.0.0 // indirect
 	github.com/sergi/go-diff v1.3.2-0.20230802210424-5b0b94c5c0d3 // indirect
-	github.com/skeema/knownhosts v1.3.0 // indirect
-	github.com/tidwall/gjson v1.14.4 // indirect
+	github.com/skeema/knownhosts v1.3.1 // indirect
+	github.com/tidwall/gjson v1.18.0 // indirect
 	github.com/tidwall/match v1.1.1 // indirect
 	github.com/tidwall/pretty v1.2.1 // indirect
 	github.com/tidwall/sjson v1.2.5 // indirect
 	github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
 	github.com/ugorji/go/codec v1.2.12 // indirect
 	github.com/xanzy/ssh-agent v0.3.3 // indirect
-	go.opencensus.io v0.24.0 // indirect
-	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.54.0 // indirect
-	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.57.0 // indirect
-	go.opentelemetry.io/otel v1.32.0 // indirect
-	go.opentelemetry.io/otel/metric v1.32.0 // indirect
-	go.opentelemetry.io/otel/trace v1.32.0 // indirect
-	golang.org/x/arch v0.12.0 // indirect
-	golang.org/x/crypto v0.29.0 // indirect
-	golang.org/x/net v0.31.0 // indirect
-	golang.org/x/oauth2 v0.24.0 // indirect
-	golang.org/x/sync v0.9.0 // indirect
-	golang.org/x/sys v0.27.0 // indirect
-	golang.org/x/time v0.7.0 // indirect
-	google.golang.org/genproto/googleapis/api v0.0.0-20241021214115-324edc3d5d38 // indirect
-	google.golang.org/genproto/googleapis/rpc v0.0.0-20241104194629-dd2ea8efbc28 // indirect
-	google.golang.org/grpc v1.68.0 // indirect
-	google.golang.org/protobuf v1.35.1 // indirect
+	go.opentelemetry.io/auto/sdk v1.1.0 // indirect
+	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.59.0 // indirect
+	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.59.0 // indirect
+	go.opentelemetry.io/otel v1.34.0 // indirect
+	go.opentelemetry.io/otel/metric v1.34.0 // indirect
+	go.opentelemetry.io/otel/trace v1.34.0 // indirect
+	golang.org/x/arch v0.14.0 // indirect
+	golang.org/x/crypto v0.35.0 // indirect
+	golang.org/x/net v0.35.0 // indirect
+	golang.org/x/oauth2 v0.27.0 // indirect
+	golang.org/x/sync v0.11.0 // indirect
+	golang.org/x/sys v0.30.0 // indirect
+	golang.org/x/time v0.10.0 // indirect
+	google.golang.org/genproto/googleapis/api v0.0.0-20250224174004-546df14abb99 // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20250224174004-546df14abb99 // indirect
+	google.golang.org/grpc v1.70.0 // indirect
+	google.golang.org/protobuf v1.36.5 // indirect
 	gopkg.in/warnings.v0 v0.1.2 // indirect
-	gopkg.in/yaml.v3 v3.0.1 // indirect
 )

go.sum

@@ -1,83 +1,73 @@
-cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
-cloud.google.com/go v0.116.0 h1:B3fRrSDkLRt5qSHWe40ERJvhvnQwdZiHu0bJOpldweE=
-cloud.google.com/go v0.116.0/go.mod h1:cEPSRWPzZEswwdr9BxE6ChEn01dWlTaF05LiC2Xs70U=
-cloud.google.com/go/ai v0.8.0 h1:rXUEz8Wp2OlrM8r1bfmpF2+VKqc1VJpafE3HgzRnD/w=
-cloud.google.com/go/ai v0.8.0/go.mod h1:t3Dfk4cM61sytiggo2UyGsDVW3RF1qGZaUKDrZFyqkE=
-cloud.google.com/go/auth v0.10.1 h1:TnK46qldSfHWt2a0b/hciaiVJsmDXWy9FqyUan0uYiI=
-cloud.google.com/go/auth v0.10.1/go.mod h1:xxA5AqpDrvS+Gkmo9RqrGGRh6WSNKKOXhY3zNOr38tI=
-cloud.google.com/go/auth/oauth2adapt v0.2.5 h1:2p29+dePqsCHPP1bqDJcKj4qxRyYCcbzKpFyKGt3MTk=
-cloud.google.com/go/auth/oauth2adapt v0.2.5/go.mod h1:AlmsELtlEBnaNTL7jCj8VQFLy6mbZv0s4Q7NGBeQ5E8=
-cloud.google.com/go/compute/metadata v0.5.2 h1:UxK4uu/Tn+I3p2dYWTfiX4wva7aYlKixAHn3fyqngqo=
-cloud.google.com/go/compute/metadata v0.5.2/go.mod h1:C66sj2AluDcIqakBq/M8lw8/ybHgOZqin2obFxa/E5k=
-cloud.google.com/go/longrunning v0.5.7 h1:WLbHekDbjK1fVFD3ibpFFVoyizlLRl73I7YKuAKilhU=
-cloud.google.com/go/longrunning v0.5.7/go.mod h1:8GClkudohy1Fxm3owmBGid8W0pSgodEMwEAztp38Xng=
+cloud.google.com/go v0.118.3 h1:jsypSnrE/w4mJysioGdMBg4MiW/hHx/sArFpaBWHdME=
+cloud.google.com/go v0.118.3/go.mod h1:Lhs3YLnBlwJ4KA6nuObNMZ/fCbOQBPuWKPoE0Wa/9Vc=
+cloud.google.com/go/ai v0.10.0 h1:hwj6CI6sMKubXodoJJGTy/c2T1RbbLGM6TL3QoAvzU8=
+cloud.google.com/go/ai v0.10.0/go.mod h1:kvnt2KeHqX8+41PVeMRBETDyQAp/RFvBWGdx/aGjNMo=
+cloud.google.com/go/auth v0.15.0 h1:Ly0u4aA5vG/fsSsxu98qCQBemXtAtJf+95z9HK+cxps=
+cloud.google.com/go/auth v0.15.0/go.mod h1:WJDGqZ1o9E9wKIL+IwStfyn/+s59zl4Bi+1KQNVXLZ8=
+cloud.google.com/go/auth/oauth2adapt v0.2.7 h1:/Lc7xODdqcEw8IrZ9SvwnlLX6j9FHQM74z6cBk9Rw6M=
+cloud.google.com/go/auth/oauth2adapt v0.2.7/go.mod h1:NTbTTzfvPl1Y3V1nPpOgl2w6d/FjO7NNUQaWSox6ZMc=
+cloud.google.com/go/compute/metadata v0.6.0 h1:A6hENjEsCDtC1k8byVsgwvVcioamEHvZ4j01OwKxG9I=
+cloud.google.com/go/compute/metadata v0.6.0/go.mod h1:FjyFAW1MW0C203CEOMDTu3Dk1FlqW3Rga40jzHL4hfg=
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+cloud.google.com/go/longrunning v0.6.4/go.mod h1:ttZpLCe6e7EXvn9OxpBRx7kZEB0efv8yBO6YnVMfhJs=
 dario.cat/mergo v1.0.1 h1:Ra4+bf83h2ztPIQYNP99R6m+Y7KfnARDfID+a+vLl4s=
 dario.cat/mergo v1.0.1/go.mod h1:uNxQE+84aUszobStD9th8a29P2fMDhsBdgRYvZOxGmk=
-github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
 github.com/Microsoft/go-winio v0.5.2/go.mod h1:WpS1mjBmmwHBEWmogvA2mj8546UReBk4v8QkMxJ6pZY=
 github.com/Microsoft/go-winio v0.6.2 h1:F2VQgta7ecxGYO8k3ZZz3RS8fVIXVxONVUPlNERoyfY=
 github.com/Microsoft/go-winio v0.6.2/go.mod h1:yd8OoFMLzJbo9gZq8j5qaps8bJ9aShtEA8Ipt1oGCvU=
-github.com/ProtonMail/go-crypto v1.1.2 h1:A7JbD57ThNqh7XjmHE+PXpQ3Dqt3BrSAC0AL0Go3KS0=
-github.com/ProtonMail/go-crypto v1.1.2/go.mod h1:rA3QumHc/FZ8pAHreoekgiAbzpNsfQAosU5td4SnOrE=
+github.com/ProtonMail/go-crypto v1.1.5 h1:eoAQfK2dwL+tFSFpr7TbOaPNUbPiJj4fLYwwGE1FQO4=
+github.com/ProtonMail/go-crypto v1.1.5/go.mod h1:rA3QumHc/FZ8pAHreoekgiAbzpNsfQAosU5td4SnOrE=
 github.com/anaskhan96/soup v1.2.5 h1:V/FHiusdTrPrdF4iA1YkVxsOpdNcgvqT1hG+YtcZ5hM=
 github.com/anaskhan96/soup v1.2.5/go.mod h1:6YnEp9A2yywlYdM4EgDz9NEHclocMepEtku7wg6Cq3s=
-github.com/andybalholm/cascadia v1.3.2 h1:3Xi6Dw5lHF15JtdcmAHD3i1+T8plmv7BQ/nsViSLyss=
-github.com/andybalholm/cascadia v1.3.2/go.mod h1:7gtRlve5FxPPgIgX36uWBX58OdBsSS6lUvCFb+h7KvU=
+github.com/andybalholm/cascadia v1.3.3 h1:AG2YHrzJIm4BZ19iwJ/DAua6Btl3IwJX+VI4kktS1LM=
+github.com/andybalholm/cascadia v1.3.3/go.mod h1:xNd9bqTn98Ln4DwST8/nG+H0yuB8Hmgu1YHNnWw0GeA=
 github.com/anmitsu/go-shlex v0.0.0-20200514113438-38f4b401e2be h1:9AeTilPcZAjCFIImctFaOjnTIavg87rW78vTPkQqLI8=
 github.com/anmitsu/go-shlex v0.0.0-20200514113438-38f4b401e2be/go.mod h1:ySMOLuWl6zY27l47sB3qLNK6tF2fkHG55UZxx8oIVo4=
-github.com/anthropics/anthropic-sdk-go v0.2.0-alpha.4 h1:TdGQS+RoR4AUO6gqUL74yK1dz/Arrt/WG+dxOj6Yo6A=
-github.com/anthropics/anthropic-sdk-go v0.2.0-alpha.4/go.mod h1:GJxtdOs9K4neo8Gg65CjJ7jNautmldGli5/OFNabOoo=
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 github.com/araddon/dateparse v0.0.0-20210429162001-6b43995a97de h1:FxWPpzIjnTlhPwqqXc4/vE0f7GvRjuAsbW+HOIe8KnA=
 github.com/araddon/dateparse v0.0.0-20210429162001-6b43995a97de/go.mod h1:DCaWoUhZrYW9p1lxo/cm8EmUOOzAPSEZNGF2DK1dJgw=
 github.com/armon/go-socks5 v0.0.0-20160902184237-e75332964ef5 h1:0CwZNZbxp69SHPdPJAN/hZIm0C4OItdklCFmMRWYpio=
 github.com/armon/go-socks5 v0.0.0-20160902184237-e75332964ef5/go.mod h1:wHh0iHkYZB8zMSxRWpUBQtwG5a7fFgvEO+odwuTv2gs=
 github.com/atotto/clipboard v0.1.4 h1:EH0zSVneZPSuFR11BlR9YppQTVDbh5+16AmcJi4g1z4=
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-github.com/bytedance/sonic v1.12.4 h1:9Csb3c9ZJhfUWeMtpCDCq6BUoH5ogfDFLUgQ/jG+R0k=
-github.com/bytedance/sonic v1.12.4/go.mod h1:B8Gt/XvtZ3Fqj+iSKMypzymZxw/FVwgIGKzMzT9r/rk=
+github.com/bytedance/sonic v1.12.9 h1:Od1BvK55NnewtGaJsTDeAOSnLVO2BTSLOe0+ooKokmQ=
+github.com/bytedance/sonic v1.12.9/go.mod h1:uVvFidNmlt9+wa31S1urfwwthTWteBgG0hWuoKAXTx8=
 github.com/bytedance/sonic/loader v0.1.1/go.mod h1:ncP89zfokxS5LZrJxl5z0UJcsk4M4yY2JpfqGeCtNLU=
-github.com/bytedance/sonic/loader v0.2.1 h1:1GgorWTqf12TA8mma4DDSbaQigE2wOgQo7iCjjJv3+E=
-github.com/bytedance/sonic/loader v0.2.1/go.mod h1:ncP89zfokxS5LZrJxl5z0UJcsk4M4yY2JpfqGeCtNLU=
-github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU=
-github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw=
-github.com/cloudflare/circl v1.5.0 h1:hxIWksrX6XN5a1L2TI/h53AGPhNHoUBo+TD1ms9+pys=
-github.com/cloudflare/circl v1.5.0/go.mod h1:uddAzsPgqdMAYatqJ0lsjX1oECcQLIlRpzZh3pJrofs=
-github.com/cloudwego/base64x v0.1.4 h1:jwCgWpFanWmN8xoIUHa2rtzmkd5J2plF/dnLS6Xd/0Y=
-github.com/cloudwego/base64x v0.1.4/go.mod h1:0zlkT4Wn5C6NdauXdJRhSKRlJvmclQ1hhJgA0rcu/8w=
-github.com/cloudwego/iasm v0.2.0 h1:1KNIy1I1H9hNNFEEH3DVnI4UujN+1zjpuk6gwHLTssg=
+github.com/bytedance/sonic/loader v0.2.3 h1:yctD0Q3v2NOGfSWPLPvG2ggA2kV6TS6s4wioyEqssH0=
+github.com/bytedance/sonic/loader v0.2.3/go.mod h1:N8A3vUdtUebEY2/VQC0MyhYeKUFosQU6FxH2JmUe6VI=
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+github.com/cloudflare/circl v1.6.0/go.mod h1:uddAzsPgqdMAYatqJ0lsjX1oECcQLIlRpzZh3pJrofs=
+github.com/cloudwego/base64x v0.1.5 h1:XPciSp1xaq2VCSt6lF0phncD4koWyULpl5bUxbfCyP4=
+github.com/cloudwego/base64x v0.1.5/go.mod h1:0zlkT4Wn5C6NdauXdJRhSKRlJvmclQ1hhJgA0rcu/8w=
 github.com/cloudwego/iasm v0.2.0/go.mod h1:8rXZaNYT2n95jn+zTI1sDr+IgcD2GVs0nlbbQPiEFhY=
-github.com/cncf/udpa/go v0.0.0-20191209042840-269d4d468f6f/go.mod h1:M8M6+tZqaGXZJjfX53e64911xZQV5JYwmTeXPW+k8Sc=
-github.com/cyphar/filepath-securejoin v0.3.4 h1:VBWugsJh2ZxJmLFSM06/0qzQyiQX2Qs0ViKrUAcqdZ8=
-github.com/cyphar/filepath-securejoin v0.3.4/go.mod h1:8s/MCNJREmFK0H02MF6Ihv1nakJe4L/w3WZLHNkvlYM=
+github.com/cyphar/filepath-securejoin v0.4.1 h1:JyxxyPEaktOD+GAnqIqTf9A8tHyAG22rowi7HkoSU1s=
+github.com/cyphar/filepath-securejoin v0.4.1/go.mod h1:Sdj7gXlvMcPZsbhwhQ33GguGLDGQL7h7bg04C/+u9jI=
 github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
 github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
-github.com/elazarl/goproxy v0.0.0-20230808193330-2592e75ae04a h1:mATvB/9r/3gvcejNsXKSkQ6lcIaNec2nyfOdlTBR2lU=
-github.com/elazarl/goproxy v0.0.0-20230808193330-2592e75ae04a/go.mod h1:Ro8st/ElPeALwNFlcTpWmkr6IoMFfkjXAvTHpevnDsM=
+github.com/elazarl/goproxy v1.4.0 h1:4GyuSbFa+s26+3rmYNSuUVsx+HgPrV1bk1jXI0l9wjM=
+github.com/elazarl/goproxy v1.4.0/go.mod h1:X/5W/t+gzDyLfHW4DrMdpjqYjpXsURlBt9lpBDxZZZQ=
 github.com/emirpasic/gods v1.18.1 h1:FXtiHYKDGKCW2KzwZKx0iC0PQmdlorYgdFG9jPXJ1Bc=
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@@ -146,8 +118,8 @@ github.com/json-iterator/go v1.1.12/go.mod h1:e30LSqwooZae/UwlEbR2852Gd8hjQvJoHm
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@@ -207,11 +179,12 @@ github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/
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@@ -226,64 +199,66 @@ github.com/ugorji/go/codec v1.2.12/go.mod h1:UNopzCgEMSXjBc6AOMqYvWC1ktqTAfzJZUZ
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 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20190902080502-41f04d3bba15/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk=
@@ -363,6 +329,4 @@ gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ=
 gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
 gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
-honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
-honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 nullprogram.com/x/optparse v1.0.0/go.mod h1:KdyPE+Igbe0jQUrVfMqDMeJQIJZEuyV7pjYmp6pbG50=

main.go

@@ -2,9 +2,10 @@ package main
 
 import (
 	"fmt"
-	"github.com/jessevdk/go-flags"
 	"os"
 
+	"github.com/jessevdk/go-flags"
+
 	"github.com/danielmiessler/fabric/cli"
 )
 

nix/pkgs/fabric/default.nix

@@ -6,9 +6,11 @@
 buildGoApplication {
   pname = "fabric-ai";
   version = import ./version.nix;
-  src = ../../.;
-  pwd = ../../.;
-  modules = ../../gomod2nix.toml;
+  src = ../../../.;
+  pwd = ../../../.;
+  modules = ./gomod2nix.toml;
+
+  doCheck = false;
 
   ldflags = [
     "-s"

nix/pkgs/fabric/gomod2nix.toml

@@ -2,23 +2,23 @@ schema = 3
 
 [mod]
   [mod."cloud.google.com/go"]
-    version = "v0.116.0"
-    hash = "sha256-e62GvNveg3bRi4O+eBARqgQ2sinobx+SVGR9WE7jKgs="
+    version = "v0.118.3"
+    hash = "sha256-y3YHioDLx9/asf2AWuincnq4BVO2S/GQFxpa1dEpxKs="
   [mod."cloud.google.com/go/ai"]
-    version = "v0.8.0"
-    hash = "sha256-833SmzVY8+tci2RozAlcdKQZ63RlU2CmeY/8xttP+WI="
+    version = "v0.10.0"
+    hash = "sha256-huE2q1HBA6d9FQ152HFQhOe9fX0QlLFVuFO3XAfln8U="
   [mod."cloud.google.com/go/auth"]
-    version = "v0.10.1"
-    hash = "sha256-MCEvsZxxLYC/qGUiFNejtQnf4ptoFVKSNMS+XdjteJo="
+    version = "v0.15.0"
+    hash = "sha256-N9xjLPDLhG5cqUx94tNccv74Q/fIlukWU6NbWpuNi+I="
   [mod."cloud.google.com/go/auth/oauth2adapt"]
-    version = "v0.2.5"
-    hash = "sha256-494whmtNBk1sF3ud3dre97U+mLSTs+XTqZK8w5zG/hk="
+    version = "v0.2.7"
+    hash = "sha256-U+pXaY0kPnSeBzHWxELZ75bZnb74nygwIVZDdXYcP5g="
   [mod."cloud.google.com/go/compute/metadata"]
-    version = "v0.5.2"
-    hash = "sha256-EtBj20lhjM3SJVKCp70GHMnsItwJ9gOyJOW91wugojc="
+    version = "v0.6.0"
+    hash = "sha256-E8/cwio4xR8buCryR4HwR7+agb4M3zqgXSm7rBglmIY="
   [mod."cloud.google.com/go/longrunning"]
-    version = "v0.5.7"
-    hash = "sha256-hZUbysdaEbFB2nDAg+wjOZHt6E99oEnH7Lo6IQr7FxU="
+    version = "v0.6.4"
+    hash = "sha256-Q0JtsyxSgVwi91ZhvefpAq8fKbblRrtQ2bQhQYiTY48="
   [mod."dario.cat/mergo"]
     version = "v1.0.1"
     hash = "sha256-wcG6+x0k6KzOSlaPA+1RFxa06/RIAePJTAjjuhLbImw="
@@ -26,17 +26,17 @@ schema = 3
     version = "v0.6.2"
     hash = "sha256-tVNWDUMILZbJvarcl/E7tpSnkn7urqgSHa2Eaka5vSU="
   [mod."github.com/ProtonMail/go-crypto"]
-    version = "v1.1.2"
-    hash = "sha256-7pTf7aJt2mGC/u8/+AQ1erGypAO0Rg0HqlIOLeiqLEg="
+    version = "v1.1.5"
+    hash = "sha256-N5Zn0f/NF3ezyGou2kRw9BwM25feJqnp7TPkRt6oK6I="
   [mod."github.com/anaskhan96/soup"]
     version = "v1.2.5"
     hash = "sha256-t8yCyK2y7x2qaI/3Yw16q3zVFqu+3acLcPgTr1MIKWg="
   [mod."github.com/andybalholm/cascadia"]
-    version = "v1.3.2"
-    hash = "sha256-Nc9SkqJO/ecincVcUBFITy24TMmMGj5o0Q8EgdNhrEk="
+    version = "v1.3.3"
+    hash = "sha256-jv7ZshpSd7FZzKKN6hqlUgiR8C3y85zNIS/hq7g76Ho="
   [mod."github.com/anthropics/anthropic-sdk-go"]
-    version = "v0.2.0-alpha.4"
-    hash = "sha256-8a85Hd4J7eaWvN+J6MImsapStbse5WDDjlODZk3PMzk="
+    version = "v0.2.0-alpha.11"
+    hash = "sha256-0wl62e6AVhDY3KkoYrfAHFtBrwNC4nzqrR55iyCJlwk="
   [mod."github.com/araddon/dateparse"]
     version = "v0.0.0-20210429162001-6b43995a97de"
     hash = "sha256-UuX84naeRGMsFOgIgRoBHG5sNy1CzBkWPKmd6VbLwFw="
@@ -44,23 +44,20 @@ schema = 3
     version = "v0.1.4"
     hash = "sha256-ZZ7U5X0gWOu8zcjZcWbcpzGOGdycwq0TjTFh/eZHjXk="
   [mod."github.com/bytedance/sonic"]
-    version = "v1.12.4"
-    hash = "sha256-i6bLujq1dYN+yN2iusMuXrNVkT17bkuR5r5D48qDvpo="
+    version = "v1.12.9"
+    hash = "sha256-smlXGC4n6fkOiVR+A3VGd71xp+cYo42MSHuWq7H3jew="
   [mod."github.com/bytedance/sonic/loader"]
-    version = "v0.2.1"
-    hash = "sha256-+gPRZtBOJbAnXp/jdMlPmesc62JGH8akQ1UK9VRI7E4="
+    version = "v0.2.3"
+    hash = "sha256-c0m1nl1jv76LVaUgFFNjZU9jss/hoSWXyCRimhRWYjM="
   [mod."github.com/cloudflare/circl"]
-    version = "v1.5.0"
-    hash = "sha256-j7T4cfbfmhlbaO+kNKveTnk95JbkEOX0IVw8D9bGTkQ="
+    version = "v1.6.0"
+    hash = "sha256-a+SVfnHYC8Fb+NQLboNg5P9sry+WutzuNetVHFVAAo0="
   [mod."github.com/cloudwego/base64x"]
-    version = "v0.1.4"
-    hash = "sha256-umCZR3iNmHFm+BC76kfpdcRG+pTQd6Jcu/c2kQDnyfw="
-  [mod."github.com/cloudwego/iasm"]
-    version = "v0.2.0"
-    hash = "sha256-TzIP2N3HOesXrKACsRr/ShcoqttwPGZPckIepsTyHOA="
+    version = "v0.1.5"
+    hash = "sha256-MyUYTveN48DhnL8mwAgCRuMExLct98uzSPsmYlfaa4I="
   [mod."github.com/cyphar/filepath-securejoin"]
-    version = "v0.3.4"
-    hash = "sha256-I9dV5gtKk3hH39taAWxvvJEXMi4YoHSxeESVyjpl1MU="
+    version = "v0.4.1"
+    hash = "sha256-NOV6MfbkcQbfhNmfADQw2SJmZ6q1nw0wwg8Pm2tf2DM="
   [mod."github.com/davecgh/go-spew"]
     version = "v1.1.1"
     hash = "sha256-nhzSUrE1fCkN0+RL04N4h8jWmRFPPPWbCuDc7Ss0akI="
@@ -71,11 +68,11 @@ schema = 3
     version = "v1.0.4"
     hash = "sha256-c1JKoRSndwwOyOxq9ddCe+8qn7mG9uRq2o/822x5O/c="
   [mod."github.com/gabriel-vasile/mimetype"]
-    version = "v1.4.6"
-    hash = "sha256-W/uPcE22Fduw1XmX8Ujf1S9SYVOcEoE1wzK4I0/vapw="
+    version = "v1.4.8"
+    hash = "sha256-ElqfQtnoGHyVqtN0mJjeWakQ6N5x+nVaX3+uOV7Q5Xk="
   [mod."github.com/gin-contrib/sse"]
-    version = "v0.1.0"
-    hash = "sha256-zYbMTao+1F+385Lvsba9roLmmt9eYqr57sUWo0LCVhw="
+    version = "v1.0.0"
+    hash = "sha256-xnaabOxDN+ojnHQC7mHd/876Z9nWFScW+JrMm1HWREw="
   [mod."github.com/gin-gonic/gin"]
     version = "v1.10.0"
     hash = "sha256-esJasHrJtuTBwGPGAoc/XSb428J8va+tPGcZ0gTfsgc="
@@ -83,11 +80,11 @@ schema = 3
     version = "v1.5.1-0.20230307220236-3a3c6141e376"
     hash = "sha256-f4k0gSYuo0/q3WOoTxl2eFaj7WZpdz29ih6CKc8Ude8="
   [mod."github.com/go-git/go-billy/v5"]
-    version = "v5.6.0"
-    hash = "sha256-Hw+odNozpiixXqmsbahihdV+TBxpusm6/hDLngf7kUg="
+    version = "v5.6.2"
+    hash = "sha256-VgbxcLkHjiSyRIfKS7E9Sn8OynCrMGUDkwFz6K2TVL4="
   [mod."github.com/go-git/go-git/v5"]
-    version = "v5.12.0"
-    hash = "sha256-mD8EWOQ25FtKBWVSQhQ8V1Rr0tC/ySFZQ9GMDLRqwQU="
+    version = "v5.13.2"
+    hash = "sha256-voZQHN2OSYcoQF2bIjsdRrHT5NohZ/8q9RrmY7j2Lbc="
   [mod."github.com/go-logr/logr"]
     version = "v1.4.2"
     hash = "sha256-/W6qGilFlZNTb9Uq48xGZ4IbsVeSwJiAMLw4wiNYHLI="
@@ -101,29 +98,29 @@ schema = 3
     version = "v0.18.1"
     hash = "sha256-2/B2qP51zfiY+k8G0w0D03KXUc7XpWj6wKY7NjNP/9E="
   [mod."github.com/go-playground/validator/v10"]
-    version = "v10.22.1"
-    hash = "sha256-EsgeltH0ow6saxLvTFVtIyHVqWI3Fiu1AE2Qmnsmowg="
+    version = "v10.25.0"
+    hash = "sha256-198CQ0f+WC7UNxCCPg6rpogez6c5ivpignJNhx+z0W4="
   [mod."github.com/go-shiori/dom"]
     version = "v0.0.0-20230515143342-73569d674e1c"
     hash = "sha256-4lm9KZfR2XnfZU9KTG+4jqLYZqbfL74AMO4y3dKpIbg="
   [mod."github.com/go-shiori/go-readability"]
-    version = "v0.0.0-20241012063810-92284fa8a71f"
-    hash = "sha256-NgciyWylVSjzkt5xWF1Xk1Xbxgq3PsHW5PZ8oifjZVY="
+    version = "v0.0.0-20250217085726-9f5bf5ca7612"
+    hash = "sha256-yleBb+OmxLbQ0PT4yV2PNBAAE6UFxSRGGpylY8SrSqw="
   [mod."github.com/goccy/go-json"]
-    version = "v0.10.3"
-    hash = "sha256-ZOzfwCXh+qp+hp+UnC0t422hUV0Cq5KANXkx8hcLp7s="
+    version = "v0.10.5"
+    hash = "sha256-/EtlGihP0/7oInzMC5E0InZ4b5Ad3s4xOpqotloi3xw="
   [mod."github.com/gogs/chardet"]
     version = "v0.0.0-20211120154057-b7413eaefb8f"
     hash = "sha256-4MeqBJsh4U+ZEbfdDwdciTYMlQWkCil2KJbUxHjBSIo="
   [mod."github.com/golang/groupcache"]
-    version = "v0.0.0-20210331224755-41bb18bfe9da"
-    hash = "sha256-7Gs7CS9gEYZkbu5P4hqPGBpeGZWC64VDwraSKFF+VR0="
+    version = "v0.0.0-20241129210726-2c02b8208cf8"
+    hash = "sha256-AdLZ3dJLe/yduoNvZiXugZxNfmwJjNQyQGsIdzYzH74="
   [mod."github.com/google/generative-ai-go"]
-    version = "v0.18.0"
-    hash = "sha256-Ye+1rV3gzb2FG9ATq8cihlUiCynRv0eejMwsSfxOXcM="
+    version = "v0.19.0"
+    hash = "sha256-x2K1nkRwtne9MeP5B8FpwavYqQx564go5LzmcBJ0KT4="
   [mod."github.com/google/s2a-go"]
-    version = "v0.1.8"
-    hash = "sha256-H4jy3iElh82CTujW3UpaSvsdfN7fZHBLJ4Z4M7kiMSk="
+    version = "v0.1.9"
+    hash = "sha256-0AdSpSTso4bATmM/9qamWzKrVtOLDf7afvDhoiT/UpA="
   [mod."github.com/google/uuid"]
     version = "v1.6.0"
     hash = "sha256-VWl9sqUzdOuhW0KzQlv0gwwUQClYkmZwSydHG2sALYw="
@@ -131,8 +128,8 @@ schema = 3
     version = "v0.3.4"
     hash = "sha256-RVHWa0I68CTegjlXnM/GlishoZhmmwG4z+9KBucAJ1A="
   [mod."github.com/googleapis/gax-go/v2"]
-    version = "v2.13.0"
-    hash = "sha256-p1SEjRjI/SkWSBWjeptQ5M/Tgrcj8IiH/beXBYqRVko="
+    version = "v2.14.1"
+    hash = "sha256-iRS/KsAVTePrvTlwA7vKcQnwY6Jz329WdgzFw0hF8wk="
   [mod."github.com/jbenet/go-context"]
     version = "v0.0.0-20150711004518-d14ea06fba99"
     hash = "sha256-VANNCWNNpARH/ILQV9sCQsBWgyL2iFT+4AHZREpxIWE="
@@ -149,8 +146,8 @@ schema = 3
     version = "v1.2.0"
     hash = "sha256-Ta7ZOmyX8gG5tzWbY2oES70EJPfI90U7CIJS9EAce0s="
   [mod."github.com/klauspost/cpuid/v2"]
-    version = "v2.2.9"
-    hash = "sha256-6UnDBLqlTsKVeZNl5snKQiEBb8xGK5yyg2eZBg7QHLs="
+    version = "v2.2.10"
+    hash = "sha256-o21Tk5sD7WhhLUoqSkymnjLbzxl0mDJCTC1ApfZJrC0="
   [mod."github.com/leodido/go-urn"]
     version = "v1.4.0"
     hash = "sha256-Q6kplWkY37Tzy6GOme3Wut40jFK4Izun+ij/BJvcEu0="
@@ -164,17 +161,20 @@ schema = 3
     version = "v1.0.2"
     hash = "sha256-+W9EIW7okXIXjWEgOaMh58eLvBZ7OshW2EhaIpNLSBU="
   [mod."github.com/ollama/ollama"]
-    version = "v0.4.1"
-    hash = "sha256-FKQRSqVNgsASea9h2B+wbpu4Qid0Dt3H02fKdqFTwuk="
+    version = "v0.5.12"
+    hash = "sha256-Uf4GZdD77RZ5KJtz3iYVRDVCHqEh0UEihzquO4/nrss="
   [mod."github.com/otiai10/copy"]
-    version = "v1.14.0"
-    hash = "sha256-xsaL1ddkPS544y0Jv7u/INUALBYmYq29ddWvysLXk4A="
+    version = "v1.14.1"
+    hash = "sha256-8RR7u17SbYg9AeBXVHIv5ZMU+kHmOcx0rLUKyz6YtU0="
+  [mod."github.com/otiai10/mint"]
+    version = "v1.6.3"
+    hash = "sha256-/FT3dYP2+UiW/qe1pxQ7HiS8et4+KHGPIMhc+8mHvzw="
   [mod."github.com/pelletier/go-toml/v2"]
     version = "v2.2.3"
     hash = "sha256-fE++SVgnCGdnFZoROHWuYjIR7ENl7k9KKxQrRTquv/o="
   [mod."github.com/pjbgf/sha1cd"]
-    version = "v0.3.0"
-    hash = "sha256-kX9BdLh2dxtGNaDvc24NORO+C0AZ7JzbrXrtecCdB7w="
+    version = "v0.3.2"
+    hash = "sha256-jdbiRhU8xc1C5c8m7BSCj71PUXHY3f7TWFfxDKKpUMk="
   [mod."github.com/pkg/errors"]
     version = "v0.9.1"
     hash = "sha256-mNfQtcrQmu3sNg/7IwiieKWOgFQOVVe2yXgKBpe/wZw="
@@ -182,23 +182,23 @@ schema = 3
     version = "v1.0.0"
     hash = "sha256-/FtmHnaGjdvEIKAJtrUfEhV7EVo5A/eYrtdnUkuxLDA="
   [mod."github.com/samber/lo"]
-    version = "v1.47.0"
-    hash = "sha256-jMXexVTlPdZ40STRpBLv7b+BIRqdxxra12Pl2Mj7Nz8="
+    version = "v1.49.1"
+    hash = "sha256-xMQS9Sx2Bpvwo/9JvSVkJ4RXYOSHm642WRqWA6y0AnU="
   [mod."github.com/sashabaranov/go-openai"]
-    version = "v1.35.6"
-    hash = "sha256-Ef81pLy9oJXtWg6Nj1gSbPOOccwmgYrr6ka3GQ1rVas="
+    version = "v1.38.0"
+    hash = "sha256-p6C/7oTWgnRjZLNrLLdIzaXvm+1WCrUd1fjZkjuiz1s="
   [mod."github.com/sergi/go-diff"]
     version = "v1.3.2-0.20230802210424-5b0b94c5c0d3"
     hash = "sha256-UcLU83CPMbSoKI8RLvLJ7nvGaE2xRSL1RjoHCVkMzUM="
   [mod."github.com/skeema/knownhosts"]
-    version = "v1.3.0"
-    hash = "sha256-piR5IdfqxK9nxyErJ+IRDLnkaeNQwX93ztTFZyPm5MQ="
+    version = "v1.3.1"
+    hash = "sha256-kjqQDzuncQNTuOYegqVZExwuOt/Z73m2ST7NZFEKixI="
   [mod."github.com/stretchr/testify"]
-    version = "v1.9.0"
-    hash = "sha256-uUp/On+1nK+lARkTVtb5RxlW15zxtw2kaAFuIASA+J0="
+    version = "v1.10.0"
+    hash = "sha256-fJ4gnPr0vnrOhjQYQwJ3ARDKPsOtA7d4olQmQWR+wpI="
   [mod."github.com/tidwall/gjson"]
-    version = "v1.14.4"
-    hash = "sha256-3DS2YNL95wG0qSajgRtIABD32J+oblaKVk8LIw+KSOc="
+    version = "v1.18.0"
+    hash = "sha256-CO6hqDu8Y58Po6A01e5iTpwiUBQ5khUZsw7czaJHw0I="
   [mod."github.com/tidwall/match"]
     version = "v1.1.1"
     hash = "sha256-M2klhPId3Q3T3VGkSbOkYl/2nLHnsG+yMbXkPkyrRdg="
@@ -217,63 +217,66 @@ schema = 3
   [mod."github.com/xanzy/ssh-agent"]
     version = "v0.3.3"
     hash = "sha256-l3pGB6IdzcPA/HLk93sSN6NM2pKPy+bVOoacR5RC2+c="
-  [mod."go.opencensus.io"]
-    version = "v0.24.0"
-    hash = "sha256-4H+mGZgG2c9I1y0m8avF4qmt8LUKxxVsTqR8mKgP4yo="
+  [mod."go.opentelemetry.io/auto/sdk"]
+    version = "v1.1.0"
+    hash = "sha256-cA9qCCu8P1NSJRxgmpfkfa5rKyn9X+Y/9FSmSd5xjyo="
   [mod."go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc"]
-    version = "v0.54.0"
-    hash = "sha256-wcGPcPYAsWQztlYRqNF5iTwIzmhf/i7N24n7AQhIkkA="
+    version = "v0.59.0"
+    hash = "sha256-jItb6nG5/urw6Pv3zb8i5ywianqTQfrheyAIsPIQcnY="
   [mod."go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp"]
-    version = "v0.57.0"
-    hash = "sha256-cvG6gfqfX3IasDlC8SeS7u1sp3LG9ezbX+hU5LyWKBY="
+    version = "v0.59.0"
+    hash = "sha256-zeC30S2MV7W2xxS5rVfPGhZO4jcdPpxxfy3QvBkt/pQ="
   [mod."go.opentelemetry.io/otel"]
-    version = "v1.32.0"
-    hash = "sha256-Z2PoBBncuUkAksk8wT4lW6+uUu1wg24sGfwIYozIzaY="
+    version = "v1.34.0"
+    hash = "sha256-hnuuTSxaf9yMO/23xWdcTGNzvnnJiqUiL4nzYwUV5bc="
   [mod."go.opentelemetry.io/otel/metric"]
-    version = "v1.32.0"
-    hash = "sha256-f2H8itkQflk/m98dSk1TCv37wvsnMojaGNZRJ6BcksU="
+    version = "v1.34.0"
+    hash = "sha256-JklGKJiMf1fpsE9pmnuLUq26g6wVp173v4GWJ7Xp5s4="
   [mod."go.opentelemetry.io/otel/trace"]
-    version = "v1.32.0"
-    hash = "sha256-WtOrB2L8wQFiMb5BHK7a6FTw2wb3rW495whNjzdxC1I="
+    version = "v1.34.0"
+    hash = "sha256-u11KJ4WTDtcb0tVv7d/HOdhq8Ea+c1QPBO8MbsCQu9Q="
   [mod."golang.org/x/arch"]
-    version = "v0.12.0"
-    hash = "sha256-olf8Pa5o8H4xC1gXTMlZiyxvMvK0jCablZyaPbqzlYA="
+    version = "v0.14.0"
+    hash = "sha256-9akWthLBB+Au/JIg3WKcSx1YAfHEHOCnQF62sJoMJG4="
   [mod."golang.org/x/crypto"]
-    version = "v0.29.0"
-    hash = "sha256-sqckobR2VWucCgb7xpY2wLktnAA+XyXJbhCm80yCo78="
+    version = "v0.35.0"
+    hash = "sha256-XT1VU0+m1nZbhrMYXN2+eaKBlScfiT4bCBgXu4mfa1Q="
   [mod."golang.org/x/net"]
-    version = "v0.31.0"
-    hash = "sha256-G+vGyCnn8jywmX3KvsIwhZkOv3+oAERNNeCeiQqfIL0="
+    version = "v0.35.0"
+    hash = "sha256-kCLhhvzHQCvUqC8kGhgMbVLUROG4ZeZNVGOVVv6tSAE="
   [mod."golang.org/x/oauth2"]
-    version = "v0.24.0"
-    hash = "sha256-808F4hzvNOQNoQZehOlIyPgwQG3L5aANiNPLLhaL9NQ="
-  [mod."golang.org/x/sync"]
-    version = "v0.9.0"
-    hash = "sha256-sGvzGqaaXE5dxohKkpbJMnu+bMmismsSqr8YMtrK+Rc="
-  [mod."golang.org/x/sys"]
     version = "v0.27.0"
-    hash = "sha256-BXQcF9RrJ55Pq7Nl67TeFGkgkyuKkQ8hHKN4/L4ggWc="
+    hash = "sha256-TBKV2c/m0SgPqrJSE0ltJXfImrYPafNuziLN25jgsYY="
+  [mod."golang.org/x/sync"]
+    version = "v0.11.0"
+    hash = "sha256-5ZBfDJvNaUBM4Vhk0fgYblCGL3eBxiJL85nIE8LiKl0="
+  [mod."golang.org/x/sys"]
+    version = "v0.30.0"
+    hash = "sha256-BuhWtwDkciVioc03rxty6G2vcZVnPX85lI7tgQOFVP8="
+  [mod."golang.org/x/term"]
+    version = "v0.29.0"
+    hash = "sha256-aIupP/iNJKzHPUt0F7SaXc3u17h8plEPyQeypO7ilW8="
   [mod."golang.org/x/text"]
-    version = "v0.20.0"
-    hash = "sha256-YP8zSo2e9okqhxVB8me8sJyij2O0tTQEg5t+8bsIUx8="
+    version = "v0.22.0"
+    hash = "sha256-kUwLNFk9K/YuWmO5/u2IshrmhT2CCuk+mAShSlTTeZo="
   [mod."golang.org/x/time"]
-    version = "v0.7.0"
-    hash = "sha256-o1ol/hTpfrc06KUXSepAgm4QUuWmH1S+vqg6kmFad64="
+    version = "v0.10.0"
+    hash = "sha256-vnlAME3gDR6R4cbCmSYAlR1Rjc0yUpkufTOPNvCdf6Q="
   [mod."google.golang.org/api"]
-    version = "v0.205.0"
-    hash = "sha256-IoKjeItw89bhoEDQl52nOa9VC6/r1UtyeqKx1VOACXI="
+    version = "v0.223.0"
+    hash = "sha256-sNLRocS4vcjPj0vsInI/ioZ29rSVdGD0bGz8ZzBSbus="
   [mod."google.golang.org/genproto/googleapis/api"]
-    version = "v0.0.0-20241021214115-324edc3d5d38"
-    hash = "sha256-ASsqfJU1DA57PLRoitSkdlS/p10EEuzl0YuZTdbmMCw="
+    version = "v0.0.0-20250224174004-546df14abb99"
+    hash = "sha256-8er5KyVDLmuuOZEDd8cHHTkpb/JifejdHwcHfqAD83o="
   [mod."google.golang.org/genproto/googleapis/rpc"]
-    version = "v0.0.0-20241104194629-dd2ea8efbc28"
-    hash = "sha256-Fk+cG5bRI3BvnqhWzvMzbU36cC7PM+o2oAOJmvVx9M0="
+    version = "v0.0.0-20250224174004-546df14abb99"
+    hash = "sha256-l/2ByVhr10DBqSp5y1d8mtEY3++RUZKg89FCEptT0nQ="
   [mod."google.golang.org/grpc"]
-    version = "v1.68.0"
-    hash = "sha256-HeaHAeeuyGdCOg0hPF7+Q8XD9Ek9F45O4Hxl3rvc5Q8="
+    version = "v1.70.0"
+    hash = "sha256-7SCJx6Y35O/0P3cFtELDXrOSOb+HshxaTQYdzv2gVmg="
   [mod."google.golang.org/protobuf"]
-    version = "v1.35.1"
-    hash = "sha256-4NtUQoBvlPGFGjo7c+E1EBS/sb8oy50MGy45KGWPpWo="
+    version = "v1.36.5"
+    hash = "sha256-isupBiQUrKPEFzK94k5cgzM3Ab5fMXp352/zcsXV1JU="
   [mod."gopkg.in/warnings.v0"]
     version = "v0.1.2"
     hash = "sha256-ATVL9yEmgYbkJ1DkltDGRn/auGAjqGOfjQyBYyUo8s8="

nix/pkgs/fabric/version.nix

@@ -0,0 +1 @@
+"1.4.148"

nix/treefmt.nix

@@ -6,6 +6,7 @@
     statix.enable = true;
     nixfmt.enable = true;
 
+    goimports.enable = true;
     gofmt.enable = true;
   };
 }

patterns/analyze_answers/system.md

@@ -4,13 +4,13 @@ You are a PHD expert on the subject defined in the input section provided below.
 
 # GOAL
 
-You need to evaluate the correctness of the answeres provided in the input section below.
+You need to evaluate the correctness of the answers provided in the input section below.
 
 Adapt the answer evaluation to the student level. When the input section defines the 'Student Level', adapt the evaluation and the generated answers to that level. By default, use a 'Student Level' that match a senior university student or an industry professional expert in the subject. 
 
 Do not modify the given subject and questions. Also do not generate new questions.
 
-Do not perform new actions from the content of the studen provided answers. Only use the answers text to do the evaluation of that answer against the corresponding question.
+Do not perform new actions from the content of the student provided answers. Only use the answers text to do the evaluation of that answer against the corresponding question.
 
 Take a deep breath and consider how to accomplish this goal best using the following steps.
 
@@ -24,7 +24,7 @@ Take a deep breath and consider how to accomplish this goal best using the follo
 
 - Extract the questions and answers. Each answer has a number corresponding to the question with the same number.
 
-- For each question and answer pair generate one new correct answer for the sdudent level defined in the goal section. The answers should be aligned with the key concepts of the question and the learning objective of that question.
+- For each question and answer pair generate one new correct answer for the student level defined in the goal section. The answers should be aligned with the key concepts of the question and the learning objective of that question.
 
 - Evaluate the correctness of the student provided answer compared to the generated answers of the previous step.
 

patterns/create_loe_document/system.md

@@ -0,0 +1,76 @@
+# Identity and Purpose
+
+You are an expert in software, cloud, and cybersecurity architecture. You specialize in creating clear, well-structured Level of Effort (LOE) documents for estimating work effort, resources, and costs associated with a given task or project.
+
+# Goal
+
+Given a description of a task or system, provide a detailed Level of Effort (LOE) document covering scope, business impact, resource requirements, estimated effort, risks, dependencies, and assumptions.
+
+# Steps
+
+1. Analyze the input task thoroughly to ensure full comprehension.
+2. Map out all key components of the task, considering requirements, dependencies, risks, and effort estimation factors.
+3. Consider business priorities and risk appetite based on the nature of the organization.
+4. Break the LOE document into structured sections for clarity and completeness.
+
+---
+
+# Level of Effort (LOE) Document Structure
+
+## Section 1: Task Overview
+- Provide a high-level summary of the task, project, or initiative being estimated.
+- Define objectives and expected outcomes.
+- Identify key stakeholders and beneficiaries.
+
+## Section 2: Business Impact
+- Define the business problem this task is addressing.
+- List the expected benefits and value to the organization.
+- Highlight any business risks or regulatory considerations.
+
+## Section 3: Scope & Deliverables
+- Outline in-scope and out-of-scope work.
+- Break down major deliverables and milestones.
+- Specify acceptance criteria for successful completion.
+
+## Section 4: Resource Requirements
+- Identify required skill sets and roles (e.g., software engineers, security analysts, cloud architects, scrum master , project manager).
+- Estimate the number of personnel needed , in tabular format.
+- List tooling, infrastructure, or licenses required.
+
+## Section 5: Estimated Effort
+- Break down tasks into granular units (e.g., design, development, testing, deployment).
+- Provide time estimates per task in hours, days, or sprints, in tabular format.
+- Aggregate total effort for the entire task or project.
+- Include buffer time for unforeseen issues or delays.
+- Use T-shirt sizing (S/M/L/XL) or effort points to classify work complexity.
+
+## Section 6: Dependencies
+- List external dependencies (e.g., APIs, third-party vendors, internal teams).
+- Specify hardware/software requirements that may impact effort.
+
+## Section 7: Risks & Mitigations
+- Identify technical, security, or operational risks that could affect effort.
+- Propose mitigation strategies to address risks.
+- Indicate if risks could lead to effort overruns.
+
+## Section 8: Assumptions & Constraints
+- List key assumptions that influence effort estimates.
+- Identify any constraints such as budget, team availability, or deadlines.
+
+## Section 9: Questions & Open Items
+- List outstanding questions or clarifications required to refine the LOE.
+- Highlight areas needing further input from stakeholders.
+
+---
+
+# Output Instructions
+
+- Output the LOE document in valid Markdown format.
+- Do not use bold or italic formatting.
+- Do not provide commentary or disclaimers, just execute the request.
+
+# Input
+
+Input:
+
+[Provide the specific task or project for estimation here]

patterns/extract_domains/system.md

@@ -0,0 +1,19 @@
+# IDENTITY and PURPOSE
+
+You extract domains and URLs from input like articles and newsletters for the purpose of understanding the sources that were used for their content.
+
+# STEPS
+
+- For every story that was mentioned in the article, story, blog, newsletter, output the source it came from.
+
+- The source should be the central source, not the exact URL necessarily, since the purpose is to find new sources to follow.
+
+- As such, if it's a person, link their profile that was in the input. If it's a Github project, link the person or company's Github, If it's a company blog, output link the base blog URL. If it's a paper, link the publication site. Etc.
+
+- Only output each source once.
+
+- Only output the source, nothing else, one per line
+
+# INPUT
+
+INPUT:

patterns/pattern_explanations.md

@@ -0,0 +1,209 @@
+Brief one-line summary from AI analysis of what each pattern does.
+
+- Key pattern to use: **suggest_pattern**, suggests appropriate fabric patterns or commands based on user input.**
+
+1. **agility_story**: Generate a user story and acceptance criteria in JSON format based on the given topic.
+2. **ai**: Interpret questions deeply and provide concise, insightful answers in Markdown bullet points.
+3. **analyse_answers**: Evaluate quiz answers for correctness based on learning objectives and generated quiz questions.
+4. **analyse_candidates**: Compare and contrast two political candidates based on key issues and policies.
+5. **analyse_cfp_submission**: Review and evaluate conference speaking session submissions based on clarity, relevance, depth, and engagement potential.
+6. **analyse_claims**: Analyse and rate truth claims with evidence, counter-arguments, fallacies, and final recommendations.
+7. **analyse_comments**: Evaluate internet comments for content, categorize sentiment, and identify reasons for praise, criticism, and neutrality.
+8. **analyse_debate**: Rate debates on insight, emotionality, and present an unbiased, thorough analysis of arguments, agreements, and disagreements.
+9. **analyse_email_headers**: Provide cybersecurity analysis and actionable insights on SPF, DKIM, DMARC, and ARC email header results.
+10. **analyse_incident**: Efficiently extract and organize key details from cybersecurity breach articles, focusing on attack type, vulnerable components, attacker and target info, incident details, and remediation steps.
+11. **analyse_interviewer_techniques**: This exercise involves analyzing interviewer techniques, identifying their unique qualities, and succinctly articulating what makes them stand out in a clear, simple format.
+12. **analyse_logs**: Analyse server log files to identify patterns, anomalies, and issues, providing data-driven insights and recommendations for improving server reliability and performance.
+13. **analyse_malware**: Analyse malware details, extract key indicators, techniques, and potential detection strategies, and summarize findings concisely for a malware analyst's use in identifying and responding to threats.
+14. **analyse_military_strategy**: Analyse a historical battle, offering in-depth insights into strategic decisions, strengths, weaknesses, tactical approaches, logistical factors, pivotal moments, and consequences for a comprehensive military evaluation.
+15. **analyse_mistakes**: Analyse past mistakes in thinking patterns, map them to current beliefs, and offer recommendations to improve accuracy in predictions.
+16. **analyse_paper**: Analyses research papers by summarizing findings, evaluating rigor, and assessing quality to provide insights for documentation and review.
+17. **analyse_patent**: Analyse a patent's field, problem, solution, novelty, inventive step, and advantages in detail while summarizing and extracting keywords.
+18. **analyze_personality**: Performs a deep psychological analysis of a person in the input, focusing on their behavior, language, and psychological traits.
+19. **analyze_presentation**: Reviews and critiques presentations by analyzing the content, speaker's underlying goals, self-focus, and entertainment value.
+20. **analyze_product_feedback**: A prompt for analyzing and organizing user feedback by identifying themes, consolidating similar comments, and prioritizing them based on usefulness.
+21. **analyze_proposition**: Analyzes a ballot proposition by identifying its purpose, impact, arguments for and against, and relevant background information.
+22. **analyze_prose**: Evaluates writing for novelty, clarity, and prose, providing ratings, improvement recommendations, and an overall score.
+23. **analyze_prose_json**: Evaluates writing for novelty, clarity, prose, and provides ratings, explanations, improvement suggestions, and an overall score in a JSON format.
+24. **analyze_prose_pinker**: Evaluates prose based on Steven Pinker's The Sense of Style, analyzing writing style, clarity, and bad writing elements.
+25. **analyze_risk**: Conducts a risk assessment of a third-party vendor, assigning a risk score and suggesting security controls based on analysis of provided documents and vendor website.
+26. **analyze_sales_call**: Rates sales call performance across multiple dimensions, providing scores and actionable feedback based on transcript analysis.
+27. **analyze_spiritual_text**: Compares and contrasts spiritual texts by analyzing claims and differences with the King James Bible.
+28. **analyze_tech_impact**: Analyzes the societal impact, ethical considerations, and sustainability of technology projects, evaluating their outcomes and benefits.
+29. **analyze_threat_report**: Extracts surprising insights, trends, statistics, quotes, references, and recommendations from cybersecurity threat reports, summarizing key findings and providing actionable information.
+30. **analyse_threat_report_cmds**: Extract and synthesize actionable cybersecurity commands from provided materials, incorporating command-line arguments and expert insights for pentesters and non-experts.
+31. **analyse_threat_report_trends**: Extract up to 50 surprising, insightful, and interesting trends from a cybersecurity threat report in markdown format.
+32. **answer_interview_question**: Generates concise, tailored responses to technical interview questions, incorporating alternative approaches and evidence to demonstrate the candidate's expertise and experience.
+33. **ask_secure_by_design_questions**: Generates a set of security-focused questions to ensure a project is built securely by design, covering key components and considerations.
+34. **ask_uncle_duke**: Coordinates a team of AI agents to research and produce multiple software development solutions based on provided specifications, and conducts detailed code reviews to ensure adherence to best practices.
+35. **capture_thinkers_work**: Analyze philosophers or philosophies and provide detailed summaries about their teachings, background, works, advice, and related concepts in a structured template.
+36. **check_agreement**: Analyze contracts and agreements to identify important stipulations, issues, and potential gotchas, then summarize them in Markdown.
+37. **clean_text**: Fix broken or malformatted text by correcting line breaks, punctuation, capitalization, and paragraphs without altering content or spelling.
+38. **coding_master**: Explain a coding concept to a beginner, providing examples, and formatting code in markdown with specific output sections like ideas, recommendations, facts, and insights.
+39. **compare_and_contrast**: Compare and contrast a list of items in a markdown table, with items on the left and topics on top.
+40. **convert_to_markdown**: Convert content to clean, complete Markdown format, preserving all original structure, formatting, links, and code blocks without alterations.
+41. **create_5_sentence_summary**: Create concise summaries or answers to input at 5 different levels of depth, from 5 words to 1 word.
+42. **create_academic_paper**: Generate a high-quality academic paper in LaTeX format with clear concepts, structured content, and a professional layout.
+43. **create_ai_jobs_analysis**: Analyze job categories' susceptibility to automation, identify resilient roles, and provide strategies for personal adaptation to AI-driven changes in the workforce.
+44. **create_aphorisms**: Find and generate a list of brief, witty statements.
+45. **create_art_prompt**: Generates a detailed, compelling visual description of a concept, including stylistic references and direct AI instructions for creating art.
+46. **create_better_frame**: Identifies and analyzes different frames of interpreting reality, emphasizing the power of positive, productive lenses in shaping outcomes.
+47. **create_coding_project**: Generate wireframes and starter code for any coding ideas that you have.
+48. **create_command**: Helps determine the correct parameters and switches for penetration testing tools based on a brief description of the objective.
+49. create_cyber_summary: Summarizes cybersecurity threats, vulnerabilities, incidents, and malware with a 25-word summary and categorized bullet points, after thoroughly analyzing and mapping the provided input.
+50. **create_design_document**: Creates a detailed design document for a system using the C4 model, addressing business and security postures, and including a system context diagram.
+51. **create_diy**: Creates structured "Do It Yourself" tutorial patterns by analyzing prompts, organizing requirements, and providing step-by-step instructions in Markdown format.
+52. **create_formal_email**: Crafts professional, clear, and respectful emails by analyzing context, tone, and purpose, ensuring proper structure and formatting.
+53. **create_git_diff_commit**: Generates Git commands and commit messages for reflecting changes in a repository, using conventional commits and providing concise shell commands for updates.
+54. **create_graph_from_input**: Generates a CSV file with progress-over-time data for a security program, focusing on relevant metrics and KPIs.
+55. **create_hormozi_offer**: Creates a customized business offer based on principles from Alex Hormozi's book, "$100M Offers."
+56. **create_idea_compass**: Organizes and structures ideas by exploring their definition, evidence, sources, and related themes or consequences.
+57. **create_investigation_visualization**: Creates detailed Graphviz visualizations of complex input, highlighting key aspects and providing clear, well-annotated diagrams for investigative analysis and conclusions.
+58. **create_keynote**: Creates TED-style keynote presentations with a clear narrative, structured slides, and speaker notes, emphasizing impactful takeaways and cohesive flow.
+59. **create_logo**: Creates simple, minimalist company logos without text, generating AI prompts for vector graphic logos based on input.
+60. **create_markmap_visualization**: Transforms complex ideas into clear visualizations using MarkMap syntax, simplifying concepts into diagrams with relationships, boxes, arrows, and labels.
+61. **create_mermaid_visualization**: Creates detailed, standalone visualizations of concepts using Mermaid (Markdown) syntax, ensuring clarity and coherence in diagrams.
+62. **create_mermaid_visualization_for_github**: Creates standalone, detailed visualizations using Mermaid (Markdown) syntax to effectively explain complex concepts, ensuring clarity and precision.
+63. **create_micro_summary**: Summarizes content into a concise, 20-word summary with main points and takeaways, formatted in Markdown.
+64. **create_network_threat_landscape**: Analyzes open ports and services from a network scan and generates a comprehensive, insightful, and detailed security threat report in Markdown.
+65. **create_newsletter_entry**: Condenses provided article text into a concise, objective, newsletter-style summary with a title in the style of Frontend Weekly.
+66. **create_npc**: Generates a detailed D&D 5E NPC, including background, flaws, stats, appearance, personality, goals, and more in Markdown format.
+67. **create_pattern**: Extracts, organizes, and formats LLM/AI prompts into structured sections, detailing the AI’s role, instructions, output format, and any provided examples for clarity and accuracy.
+68. **create_prd**: Creates a precise Product Requirements Document (PRD) in Markdown based on input.
+69. **create_prediction_block**: Extracts and formats predictions from input into a structured Markdown block for a blog post.
+70. **create_quiz**: Creates a three-phase reading plan based on an author or topic to help the user become significantly knowledgeable, including core, extended, and supplementary readings.
+71. **create_reading_plan**: Generates review questions based on learning objectives from the input, adapted to the specified student level, and outputs them in a clear markdown format.
+72. **create_recursive_outline**: Breaks down complex tasks or projects into manageable, hierarchical components with recursive outlining for clarity and simplicity.
+73. **create_report_finding**: Creates a detailed, structured security finding report in markdown, including sections on Description, Risk, Recommendations, References, One-Sentence-Summary, and Quotes.
+74. **create_rpg_summary**: Summarizes an in-person RPG session with key events, combat details, player stats, and role-playing highlights in a structured format.
+75. **create_security_update**: Creates concise security updates for newsletters, covering stories, threats, advisories, vulnerabilities, and a summary of key issues.
+76. **create_show_intro**: Creates compelling short intros for podcasts, summarizing key topics and themes discussed in the episode.
+77. **create_sigma_rules**: Extracts Tactics, Techniques, and Procedures (TTPs) from security news and converts them into Sigma detection rules for host-based detections.
+78. **create_story_explanation**: Summarizes complex content in a clear, approachable story format that makes the concepts easy to understand.
+79. **create_stride_threat_model**: Create a STRIDE-based threat model for a system design, identifying assets, trust boundaries, data flows, and prioritizing threats with mitigations.
+80. **create_summary**: Summarizes content into a 20-word sentence, 10 main points (16 words max), and 5 key takeaways in Markdown format.
+81. **create_tags**: Identifies at least 5 tags from text content for mind mapping tools, including authors and existing tags if present.
+82. **create_threat_scenarios**: Identifies likely attack methods for any system by providing a narrative-based threat model, balancing risk and opportunity.
+83. **create_ttrc_graph**: Creates a CSV file showing the progress of Time to Remediate Critical Vulnerabilities over time using given data.
+84. **create_ttrc_narrative**: Creates a persuasive narrative highlighting progress in reducing the Time to Remediate Critical Vulnerabilities metric over time.
+85. **create_upgrade_pack**: Extracts world model and task algorithm updates from content, providing beliefs about how the world works and task performance.
+86. **create_user_story**: Writes concise and clear technical user stories for new features in complex software programs, formatted for all stakeholders.
+87. **create_video_chapters**: Extracts interesting topics and timestamps from a transcript, providing concise summaries of key moments.
+88. **create_visualization**: Transforms complex ideas into visualizations using intricate ASCII art, simplifying concepts where necessary.
+89. **dialog_with_socrates**: Engages in deep, meaningful dialogues to explore and challenge beliefs using the Socratic method.
+90. **enrich_blog_post**: Enhances Markdown blog files by applying instructions to improve structure, visuals, and readability for HTML rendering.
+91. **explain_code**: Explains code, security tool output, configuration text, and answers questions based on the provided input.
+92. **explain_docs**: Improves and restructures tool documentation into clear, concise instructions, including overviews, usage, use cases, and key features.
+93. **explain_math**: Helps you understand mathematical concepts in a clear and engaging way.
+94. **explain_project**: Summarizes project documentation into clear, concise sections covering the project, problem, solution, installation, usage, and examples.
+95. **explain_terms**: Produces a glossary of advanced terms from content, providing a definition, analogy, and explanation of why each term matters.
+96. **export_data_as_csv**: Extracts and outputs all data structures from the input in properly formatted CSV data.
+97. **extract_algorithm_update_recommendations**: Extracts concise, practical algorithm update recommendations from the input and outputs them in a bulleted list.
+98. **extract_article_wisdom**: Extracts surprising, insightful, and interesting information from content, categorizing it into sections like summary, ideas, quotes, facts, references, and recommendations.
+99. **extract_book_ideas**: Extracts and outputs 50 to 100 of the most surprising, insightful, and interesting ideas from a book's content.
+100. **extract_book_recommendations**: Extracts and outputs 50 to 100 practical, actionable recommendations from a book's content.
+101. **extract_business_ideas**: Extracts top business ideas from content and elaborates on the best 10 with unique differentiators.
+102. **extract_controversial_ideas**: Extracts and outputs controversial statements and supporting quotes from the input in a structured Markdown list.
+103. **extract_core_message**: Extracts and outputs a clear, concise sentence that articulates the core message of a given text or body of work.
+104. **extract_ctf_writeup**: Extracts a short writeup from a warstory-like text about a cyber security engagement.
+105. **extract_extraordinary_claims**: Extracts and outputs a list of extraordinary claims from conversations, focusing on scientifically disputed or false statements.
+106. **extract_ideas**: Extracts and outputs all the key ideas from input, presented as 15-word bullet points in Markdown.
+107. **extract_insights**: Extracts and outputs the most powerful and insightful ideas from text, formatted as 16-word bullet points in the INSIGHTS section, also IDEAS section.
+108. **extract_insights_dm**: Extracts and outputs all valuable insights and a concise summary of the content, including key points and topics discussed.
+109. **extract_instructions**: Extracts clear, actionable step-by-step instructions and main objectives from instructional video transcripts, organizing them into a concise list.
+110. **extract_jokes**: Extracts jokes from text content, presenting each joke with its punchline in separate bullet points.
+111. **extract_latest_video**: Extracts the latest video URL from a YouTube RSS feed and outputs the URL only.
+112. **extract_main_idea**: Extracts the main idea and key recommendation from the input, summarizing them in 15-word sentences.
+113. **extract_most_redeeming_thing**: Extracts the most redeeming aspect from an input, summarizing it in a single 15-word sentence.
+114. **extract_patterns**: Extracts and analyzes recurring, surprising, and insightful patterns from input, providing detailed analysis and advice for builders.
+115. **extract_poc**: Extracts proof of concept URLs and validation methods from security reports, providing the URL and command to run.
+116. **extract_predictions**: Extracts predictions from input, including specific details such as date, confidence level, and verification method.
+117. **extract_primary_problem**: Extracts the primary problem with the world as presented in a given text or body of work.
+118. **extract_primary_solution**: Extracts the primary solution for the world as presented in a given text or body of work.
+119. **extract_product_features**: Extracts and outputs a list of product features from the provided input in a bulleted format.
+120. **extract_questions**: Extracts and outputs all questions asked by the interviewer in a conversation or interview.
+121. **extract_recipe**: Extracts and outputs a recipe with a short meal description, ingredients with measurements, and preparation steps.
+122. **extract_recommendations**: Extracts and outputs concise, practical recommendations from a given piece of content in a bulleted list.
+123. **extract_references**: Extracts and outputs a bulleted list of references to art, stories, books, literature, and other sources from content.
+124. **extract_skills**: Extracts and classifies skills from a job description into a table, separating each skill and classifying it as either hard or soft.
+125. **extract_song_meaning**: Analyzes a song to provide a summary of its meaning, supported by detailed evidence from lyrics, artist commentary, and fan analysis.
+126. **extract_sponsors** Extracts and lists official sponsors and potential sponsors from a provided transcript.
+127. **extract_videoid**: Extracts and outputs the video ID from any given URL.
+128. **extract_wisdom**: Extracts surprising, insightful, and interesting information from text on topics like human flourishing, AI, learning, and more.
+129. **extract_wisdom_agents**: Extracts valuable insights, ideas, quotes, and references from content, emphasizing topics like human flourishing, AI, learning, and technology.
+130. **extract_wisdom_dm**: Extracts all valuable, insightful, and thought-provoking information from content, focusing on topics like human flourishing, AI, learning, and technology.
+131. **extract_wisdom_nometa**: Extracts insights, ideas, quotes, habits, facts, references, and recommendations from content, focusing on human flourishing, AI, technology, and related topics.
+132. **find_hidden_message**: Extracts overt and hidden political messages, justifications, audience actions, and a cynical analysis from content.
+133. **find_logical_fallacies**: Identifies and analyzes fallacies in arguments, classifying them as formal or informal with detailed reasoning.
+134. **get_wow_per_minute**: Determines the wow-factor of content per minute based on surprise, novelty, insight, value, and wisdom, measuring how rewarding the content is for the viewer.
+135. **get_youtube_rss**: Returns the RSS URL for a given YouTube channel based on the channel ID or URL.
+136. **humanize**: Rewrites AI-generated text to sound natural, conversational, and easy to understand, maintaining clarity and simplicity.
+137. **identify_dsrp_distinctions**: Encourages creative, systems-based thinking by exploring distinctions, boundaries, and their implications, drawing on insights from prominent systems thinkers.
+138. **identify_dsrp_perspectives**: Explores the concept of distinctions in systems thinking, focusing on how boundaries define ideas, influence understanding, and reveal or obscure insights.
+139. **identify_dsrp_relationships**: Encourages exploration of connections, distinctions, and boundaries between ideas, inspired by systems thinkers to reveal new insights and patterns in complex systems.
+140. **identify_dsrp_systems**: Encourages organizing ideas into systems of parts and wholes, inspired by systems thinkers to explore relationships and how changes in organization impact meaning and understanding.
+141. **identify_job_stories**: Identifies key job stories or requirements for roles.
+142. **improve_academic_writing**: Refines text into clear, concise academic language while improving grammar, coherence, and clarity, with a list of changes.
+143. **improve_prompt**: Improves an LLM/AI prompt by applying expert prompt writing strategies for better results and clarity.
+144. **improve_report_finding**: Improves a penetration test security finding by providing detailed descriptions, risks, recommendations, references, quotes, and a concise summary in markdown format.
+145. **improve_writing**: Refines text by correcting grammar, enhancing style, improving clarity, and maintaining the original meaning. skills.
+146. **judge_output**: Evaluates Honeycomb queries by judging their effectiveness, providing critiques and outcomes based on language nuances and analytics relevance.
+147. **label_and_rate**: Labels content with up to 20 single-word tags and rates it based on idea count and relevance to human meaning, AI, and other related themes, assigning a tier (S, A, B, C, D) and a quality score.
+148. **md_callout**: Classifies content and generates a markdown callout based on the provided text, selecting the most appropriate type.
+149. **official_pattern_template**: Template to use if you want to create new fabric patterns.
+150. **prepare_7s_strategy**: Prepares a comprehensive briefing document from 7S's strategy capturing organizational profile, strategic elements, and market dynamics with clear, concise, and organized content.
+151. **provide_guidance**: Provides psychological and life coaching advice, including analysis, recommendations, and potential diagnoses, with a compassionate and honest tone.
+152. **rate_ai_response**: Rates the quality of AI responses by comparing them to top human expert performance, assigning a letter grade, reasoning, and providing a 1-100 score based on the evaluation.
+153. **rate_ai_result**: Assesses the quality of AI/ML/LLM work by deeply analyzing content, instructions, and output, then rates performance based on multiple dimensions, including coverage, creativity, and interdisciplinary thinking.
+154. **rate_content**: Labels content with up to 20 single-word tags and rates it based on idea count and relevance to human meaning, AI, and other related themes, assigning a tier (S, A, B, C, D) and a quality score.
+155. **rate_value**: Produces the best possible output by deeply analyzing and understanding the input and its intended purpose.
+156. **raw_query**: Fully digests and contemplates the input to produce the best possible result based on understanding the sender's intent.
+157. **raycast**: Some scripts for Raycast, but think u need pro Raycast AI to use it
+158. **recommend_artists**: Recommends a personalized festival schedule with artists aligned to your favorite styles and interests, including rationale.
+159. **recommend_pipeline_upgrades**: Optimizes vulnerability-checking pipelines by incorporating new information and improving their efficiency, with detailed explanations of changes.
+160. **recommend_talkpanel_topics**: Produces a clean set of proposed talks or panel talking points for a person based on their interests and goals, formatted for submission to a conference organizer.
+161. **refine_design_document**: Refines a design document based on a design review by analyzing, mapping concepts, and implementing changes using valid Markdown.
+162. **review_design**: Reviews and analyzes architecture design, focusing on clarity, component design, system integrations, security, performance, scalability, and data management.
+163. **sanitize_broken_html_to_markdown**: Converts messy HTML into clean, properly formatted Markdown, applying custom styling and ensuring compatibility with Vite.
+164. **show_fabric_options_markmap**: Visualizes the functionality of the Fabric framework by representing its components, commands, and features based on the provided input.
+165. **solve_with_cot**: Provides detailed, step-by-step responses with chain of thought reasoning, using structured thinking, reflection, and output sections.
+166. **suggest_pattern**: Suggests appropriate fabric patterns or commands based on user input, providing clear explanations and options for users.
+167. **summarize**: Summarizes content into a 20-word sentence, main points, and takeaways, formatted with numbered lists in Markdown.
+168. **summarize_debate**: Summarizes debates, identifies primary disagreement, extracts arguments, and provides analysis of evidence and argument strength to predict outcomes.
+169. **summarize_git_changes**: Summarizes recent project updates from the last 7 days, focusing on key changes with enthusiasm.
+170. **summarize_git_diff**: Summarizes and organizes Git diff changes with clear, succinct commit messages and bullet points.
+171. **summarize_lecture**: Extracts relevant topics, definitions, and tools from lecture transcripts, providing structured summaries with timestamps and key takeaways.
+172. **summarize_legislation**: Summarizes complex political proposals and legislation by analyzing key points, proposed changes, and providing balanced, positive, and cynical characterizations.
+173. **summarize_meeting**: Analyzes meeting transcripts to extract a structured summary, including an overview, key points, tasks, decisions, challenges, timeline, references, and next steps.
+174. **summarize_micro**: Summarizes content into a 20-word sentence, 3 main points, and 3 takeaways, formatted in clear, concise Markdown.
+175. **summarize_newsletter**: Extracts the most meaningful, interesting, and useful content from a newsletter, summarizing key sections such as content, opinions, tools, companies, and follow-up items in clear, structured Markdown.
+176. **summarize_paper**: Summarizes an academic paper by detailing its title, authors, technical approach, distinctive features, experimental setup, results, advantages, limitations, and conclusion in a clear, structured format using human-readable Markdown.
+177. **summarize_prompt**: Summarizes AI chat prompts by describing the primary function, unique approach, and expected output in a concise paragraph. The summary is focused on the prompt's purpose without unnecessary details or formatting.
+178. **summarize_pull-requests**: Summarizes pull requests for a coding project by providing a summary and listing the top PRs with human-readable descriptions.
+179. **summarize_rpg_session**: Summarizes a role-playing game session by extracting key events, combat stats, character changes, quotes, and more.
+180. **t_analyse_challenge_handling**: Provides 8-16 word bullet points evaluating how well challenges are being addressed, calling out any lack of effort.
+181. **t_check_metrics**: Analyzes deep context from the TELOS file and input instruction, then provides a wisdom-based output while considering metrics and KPIs to assess recent improvements.
+182. **t_create_h3_career**: Summarizes context and produces wisdom-based output by deeply analyzing both the TELOS File and the input instruction, considering the relationship between the two.
+183. **t_create_opening_sentences**: Describes from TELOS file the person’s identity, goals, and actions in 4 concise, 32-word bullet points, humbly.
+184. **t_describe_life_outlook**: Describes from TELOS file a person's life outlook in 5 concise, 16-word bullet points.
+185. **t_extract_intro_sentences**: Summarizes from TELOS file a person's identity, work, and current projects in 5 concise and grounded bullet points.
+186. **t_extract_panel_topics**: Creates 5 panel ideas with titles and descriptions based on deep context from a TELOS file and input.
+187. **t_find_blindspots**: Identify potential blindspots in thinking, frames, or models that may expose the individual to error or risk.
+188. **t_find_negative_thinking**: Analyze a TELOS file and input to identify negative thinking in documents or journals, followed by tough love encouragement.
+189. **t_find_neglected_goals**: Analyze a TELOS file and input instructions to identify goals or projects that have not been worked on recently.
+190. **t_give_encouragement**: Analyze a TELOS file and input instructions to evaluate progress, provide encouragement, and offer recommendations for continued effort.
+191. **t_red_team_thinking**: Analyze a TELOS file and input instructions to red-team thinking, models, and frames, then provide recommendations for improvement.
+192. **t_threat_model_plans**: Analyze a TELOS file and input instructions to create threat models for a life plan and recommend improvements.
+193. **t_visualize_mission_goals_projects**: Analyze a TELOS file and input instructions to create an ASCII art diagram illustrating the relationship of missions, goals, and projects.
+194. **t_year_in_review**: Analyze a TELOS file to create insights about a person or entity, then summarize accomplishments and visualizations in bullet points.
+195. **to_flashcards**: Create Anki flashcards from a given text, focusing on concise, optimized questions and answers without external context.
+196. **transcribe_minutes**: Extracts (from meeting transcription) meeting minutes, identifying actionables, insightful ideas, decisions, challenges, and next steps in a structured format.
+197. **translate**: Translates sentences or documentation into the specified language code while maintaining the original formatting and tone.
+198. **tweet**: Provides a step-by-step guide on crafting engaging tweets with emojis, covering Twitter basics, account creation, features, and audience targeting.
+199. **write_essay**: Writes concise, clear essays in the style of Paul Graham, focusing on simplicity, clarity, and illumination of the provided topic.
+200. **write_hackerone_report**: Generates concise, clear, and reproducible bug bounty reports, detailing vulnerability impact, steps to reproduce, and exploit details for triagers.
+201. **write_latex**: Generates syntactically correct LaTeX code for a new.tex document, ensuring proper formatting and compatibility with pdflatex.
+202. **write_micro_essay**: Writes concise, clear, and illuminating essays on the given topic in the style of Paul Graham.
+203. **write_nuclei_template_rule**: Generates Nuclei YAML templates for detecting vulnerabilities using HTTP requests, matchers, extractors, and dynamic data extraction.
+204. **write_pull-request**: Drafts detailed pull request descriptions, explaining changes, providing reasoning, and identifying potential bugs from the git diff command output.
+205. **write_semgrep_rule**: Creates accurate and working Semgrep rules based on input, following syntax guidelines and specific language considerations.

patterns/t_analyze_challenge_handling/system.md

@@ -0,0 +1,15 @@
+# IDENTITY
+
+You are an expert at understanding deep context about a person or entity, and then creating wisdom from that context combined with the instruction or question given in the input.
+
+# STEPS
+
+1. Read the incoming TELOS File thoroughly. Fully understand everything about this person or entity.
+2. Deeply study the input instruction or question.
+3. Spend significant time and effort thinking about how these two are related, and what would be the best possible ouptut for the person who sent the input.
+4. Write 8 16-word bullets describing how well or poorly I'm addressing my challenges. Call me out if I'm not putting work into them, and/or if you can see evidence of them affecting me in my journal or elsewhere.
+
+# OUTPUT INSTRUCTIONS
+
+1. Only use basic markdown formatting. No special formatting or italics or bolding or anything.
+2. Only output the list, nothing else.

patterns/t_check_metrics/system.md

@@ -0,0 +1,15 @@
+# IDENTITY
+
+You are an expert at understanding deep context about a person or entity, and then creating wisdom from that context combined with the instruction or question given in the input.
+
+# STEPS
+
+1. Read the incoming TELOS File thoroughly. Fully understand everything about this person or entity.
+2. Deeply study the input instruction or question.
+3. Spend significant time and effort thinking about how these two are related, and what would be the best possible ouptut for the person who sent the input.
+4. Check this person's Metrics or KPIs (M's or K's) to see their current state and if they've been improved recently.
+
+# OUTPUT INSTRUCTIONS
+
+1. Only use basic markdown formatting. No special formatting or italics or bolding or anything.
+2. Only output the list, nothing else.

patterns/t_create_h3_career/system.md

@@ -0,0 +1,15 @@
+# IDENTITY
+
+You are an expert at understanding deep context about a person or entity, and then creating wisdom from that context combined with the instruction or question given in the input.
+
+# STEPS
+
+1. Read the incoming TELOS File thoroughly. Fully understand everything about this person or entity.
+2. Deeply study the input instruction or question.
+3. Spend significant time and effort thinking about how these two are related, and what would be the best possible ouptut for the person who sent the input.
+4. Analyze everything in my TELOS file and think about what I could and should do after my legacy corporate / technical skills are automated away. What can I contribute that's based on human-to-human interaction and exchanges of value?
+
+# OUTPUT INSTRUCTIONS
+
+1. Only use basic markdown formatting. No special formatting or italics or bolding or anything.
+2. Only output the list, nothing else.

patterns/t_create_opening_sentences/system.md

@@ -0,0 +1,16 @@
+# IDENTITY
+
+You are an expert at understanding deep context about a person or entity, and then creating wisdom from that context combined with the instruction or question given in the input.
+
+# STEPS
+
+1. Read the incoming TELOS File thoroughly. Fully understand everything about this person or entity.
+2. Deeply study the input instruction or question.
+3. Spend significant time and effort thinking about how these two are related, and what would be the best possible ouptut for the person who sent the input.
+4. Write 4 32-word bullets describing who I am and what I do in a non-douchey way. Use the who I am, the problem I see in the world, and what I'm doing about it as the template. Something like:
+    a. I'm a programmer by trade, and one thing that really bothers me is kids being so stuck inside of tech and games. So I started a school where I teach kids to build things with their hands.
+
+# OUTPUT INSTRUCTIONS
+
+1. Only use basic markdown formatting. No special formatting or italics or bolding or anything.
+2. Only output the list, nothing else.

patterns/t_describe_life_outlook/system.md

@@ -0,0 +1,15 @@
+# IDENTITY
+
+You are an expert at understanding deep context about a person or entity, and then creating wisdom from that context combined with the instruction or question given in the input.
+
+# STEPS
+
+1. Read the incoming TELOS File thoroughly. Fully understand everything about this person or entity.
+2. Deeply study the input instruction or question.
+3. Spend significant time and effort thinking about how these two are related, and what would be the best possible ouptut for the person who sent the input.
+4. Write 5 16-word bullets describing this person's life outlook.
+
+# OUTPUT INSTRUCTIONS
+
+1. Only use basic markdown formatting. No special formatting or italics or bolding or anything.
+2. Only output the list, nothing else.

patterns/t_extract_intro_sentences/system.md

@@ -0,0 +1,15 @@
+# IDENTITY
+
+You are an expert at understanding deep context about a person or entity, and then creating wisdom from that context combined with the instruction or question given in the input.
+
+# STEPS
+
+1. Read the incoming TELOS File thoroughly. Fully understand everything about this person or entity.
+2. Deeply study the input instruction or question.
+3. Spend significant time and effort thinking about how these two are related, and what would be the best possible ouptut for the person who sent the input.
+4. Write 5 16-word bullets describing who this person is, what they do, and what they're working on. The goal is to concisely and confidently project who they are while being humble and grounded.
+
+# OUTPUT INSTRUCTIONS
+
+1. Only use basic markdown formatting. No special formatting or italics or bolding or anything.
+2. Only output the list, nothing else.

patterns/t_extract_panel_topics/system.md

@@ -0,0 +1,16 @@
+# IDENTITY
+
+You are an expert at understanding deep context about a person or entity, and then creating wisdom from that context combined with the instruction or question given in the input.
+
+# STEPS
+
+1. Read the incoming TELOS File thoroughly. Fully understand everything about this person or entity.
+2. Deeply study the input instruction or question.
+3. Spend significant time and effort thinking about how these two are related, and what would be the best possible ouptut for the person who sent the input.
+4. Write 5 48-word bullet points, each including a 3-5 word panel title, that would be wonderful panels for this person to participate on.
+5. Write them so that they'd be good panels for others to participate in as well, not just me.
+
+# OUTPUT INSTRUCTIONS
+
+1. Only use basic markdown formatting. No special formatting or italics or bolding or anything.
+2. Only output the list, nothing else.

patterns/t_find_blindspots/system.md

@@ -0,0 +1,15 @@
+# IDENTITY
+
+You are an expert at understanding deep context about a person or entity, and then creating wisdom from that context combined with the instruction or question given in the input.
+
+# STEPS
+
+1. Read the incoming TELOS File thoroughly. Fully understand everything about this person or entity.
+2. Deeply study the input instruction or question.
+3. Spend significant time and effort thinking about how these two are related, and what would be the best possible ouptut for the person who sent the input.
+4. Write 8 16-word bullets describing possible blindspots in my thinking, i.e., flaws in my frames or models that might leave me exposed to error or risk.
+
+# OUTPUT INSTRUCTIONS
+
+1. Only use basic markdown formatting. No special formatting or italics or bolding or anything.
+2. Only output the list, nothing else.

patterns/t_find_negative_thinking/system.md

@@ -0,0 +1,16 @@
+# IDENTITY
+
+You are an expert at understanding deep context about a person or entity, and then creating wisdom from that context combined with the instruction or question given in the input.
+
+# STEPS
+
+1. Read the incoming TELOS File thoroughly. Fully understand everything about this person or entity.
+2. Deeply study the input instruction or question.
+3. Spend significant time and effort thinking about how these two are related, and what would be the best possible ouptut for the person who sent the input.
+4. Write 4 16-word bullets identifying negative thinking either in my main document or in my journal.
+5. Add some tough love encouragement (not fluff) to help get me out of that mindset.
+
+# OUTPUT INSTRUCTIONS
+
+1. Only use basic markdown formatting. No special formatting or italics or bolding or anything.
+2. Only output the list, nothing else.

patterns/t_find_neglected_goals/system.md

@@ -0,0 +1,15 @@
+# IDENTITY
+
+You are an expert at understanding deep context about a person or entity, and then creating wisdom from that context combined with the instruction or question given in the input.
+
+# STEPS
+
+1. Read the incoming TELOS File thoroughly. Fully understand everything about this person or entity.
+2. Deeply study the input instruction or question.
+3. Spend significant time and effort thinking about how these two are related, and what would be the best possible ouptut for the person who sent the input.
+4. Write 5 16-word bullets describing which of their goals and/or projects don't seem to have been worked on recently.
+
+# OUTPUT INSTRUCTIONS
+
+1. Only use basic markdown formatting. No special formatting or italics or bolding or anything.
+2. Only output the list, nothing else.

patterns/t_give_encouragement/system.md

@@ -0,0 +1,15 @@
+# IDENTITY
+
+You are an expert at understanding deep context about a person or entity, and then creating wisdom from that context combined with the instruction or question given in the input.
+
+# STEPS
+
+1. Read the incoming TELOS File thoroughly. Fully understand everything about this person or entity.
+2. Deeply study the input instruction or question.
+3. Spend significant time and effort thinking about how these two are related, and what would be the best possible ouptut for the person who sent the input.
+4. Write 8 16-word bullets looking at what I'm trying to do, and any progress I've made, and give some encouragement on the positive aspects and recommendations to continue the work.
+
+# OUTPUT INSTRUCTIONS
+
+1. Only use basic markdown formatting. No special formatting or italics or bolding or anything.
+2. Only output the list, nothing else.

patterns/t_red_team_thinking/system.md

@@ -0,0 +1,16 @@
+# IDENTITY
+
+You are an expert at understanding deep context about a person or entity, and then creating wisdom from that context combined with the instruction or question given in the input.
+
+# STEPS
+
+1. Read the incoming TELOS File thoroughly. Fully understand everything about this person or entity.
+2. Deeply study the input instruction or question.
+3. Spend significant time and effort thinking about how these two are related, and what would be the best possible ouptut for the person who sent the input.
+4. Write 4 16-word bullets red-teaming my thinking, models, frames, etc, especially as evidenced throughout my journal. 
+5. Give a set of recommendations on how to fix the issues identified in the red-teaming.
+
+# OUTPUT INSTRUCTIONS
+
+1. Only use basic markdown formatting. No special formatting or italics or bolding or anything.
+2. Only output the list, nothing else.

patterns/t_threat_model_plans/system.md

@@ -0,0 +1,16 @@
+# IDENTITY
+
+You are an expert at understanding deep context about a person or entity, and then creating wisdom from that context combined with the instruction or question given in the input.
+
+# STEPS
+
+1. Read the incoming TELOS File thoroughly. Fully understand everything about this person or entity.
+2. Deeply study the input instruction or question.
+3. Spend significant time and effort thinking about how these two are related, and what would be the best possible ouptut for the person who sent the input.
+4. Write 8 16-word bullets threat modeling my life plan and what could go wrong.
+5. Provide recommendations on how to address the threats and improve the life plan.
+ 
+# OUTPUT INSTRUCTIONS
+
+1. Only use basic markdown formatting. No special formatting or italics or bolding or anything.
+2. Only output the list, nothing else.

patterns/t_visualize_mission_goals_projects/system.md

@@ -0,0 +1,15 @@
+# IDENTITY
+
+You are an expert at understanding deep context about a person or entity, and then creating wisdom from that context combined with the instruction or question given in the input.
+
+# STEPS
+
+1. Read the incoming TELOS File thoroughly. Fully understand everything about this person or entity.
+2. Deeply study the input instruction or question.
+3. Spend significant time and effort thinking about how these two are related, and what would be the best possible ouptut for the person who sent the input.
+4. Create an ASCII art diagram of the relationship my missions, goals, and projects.
+
+# OUTPUT INSTRUCTIONS
+
+1. Only use basic markdown formatting. No special formatting or italics or bolding or anything.
+2. Only output the list, nothing else.

patterns/t_year_in_review/system.md

@@ -0,0 +1,16 @@
+# IDENTITY
+
+You are an expert at understanding deep context about a person or entity, and then creating wisdom from that context combined with the instruction or question given in the input.
+
+# STEPS
+
+1. Read the incoming TELOS File thoroughly. Fully understand everything about this person or entity.
+2. Deeply study the input instruction or question.
+3. Spend significant time and effort thinking about how these two are related, and what would be the best possible ouptut for the person who sent the input.
+4. Write 8 16-word bullets describing what you accomplished this year.
+5. End with an ASCII art visualization of what you worked on and accomplished vs. what you didn't work on or finish.
+
+# OUTPUT INSTRUCTIONS
+
+1. Only use basic markdown formatting. No special formatting or italics or bolding or anything.
+2. Only output the list, nothing else.

pkgs/fabric/version.nix

@@ -1 +0,0 @@
-"1.4.131"

plugins/ai/anthropic/anthropic.go

@@ -3,6 +3,7 @@ package anthropic
 import (
 	"context"
 	"fmt"
+	"strings"
 
 	"github.com/anthropics/anthropic-sdk-go"
 	"github.com/anthropics/anthropic-sdk-go/option"
@@ -11,7 +12,7 @@ import (
 	goopenai "github.com/sashabaranov/go-openai"
 )
 
-//const baseUrl = "https://api.anthropic.com/"
+const defaultBaseUrl = "https://api.anthropic.com/"
 
 func NewClient() (ret *Client) {
 	vendorName := "Anthropic"
@@ -23,20 +24,20 @@ func NewClient() (ret *Client) {
 		ConfigureCustom: ret.configure,
 	}
 
-	//ret.ApiBaseURL = ret.AddSetupQuestion("API Base URL", false)
-	//ret.ApiBaseURL.Value = baseUrl
+	ret.ApiBaseURL = ret.AddSetupQuestion("API Base URL", false)
+	ret.ApiBaseURL.Value = defaultBaseUrl
 	ret.ApiKey = ret.PluginBase.AddSetupQuestion("API key", true)
 
-	// we could provide a setup question for the following settings
 	ret.maxTokens = 4096
 	ret.defaultRequiredUserMessage = "Hi"
 	ret.models = []string{
+		anthropic.ModelClaude3_7SonnetLatest, anthropic.ModelClaude3_7Sonnet20250219,
 		anthropic.ModelClaude3_5HaikuLatest, anthropic.ModelClaude3_5Haiku20241022,
 		anthropic.ModelClaude3_5SonnetLatest, anthropic.ModelClaude3_5Sonnet20241022,
 		anthropic.ModelClaude_3_5_Sonnet_20240620, anthropic.ModelClaude3OpusLatest,
 		anthropic.ModelClaude_3_Opus_20240229, anthropic.ModelClaude_3_Sonnet_20240229,
 		anthropic.ModelClaude_3_Haiku_20240307, anthropic.ModelClaude_2_1,
-		anthropic.ModelClaude_2_0, anthropic.ModelClaude_Instant_1_2,
+		anthropic.ModelClaude_2_0,
 	}
 
 	return
@@ -44,8 +45,8 @@ func NewClient() (ret *Client) {
 
 type Client struct {
 	*plugins.PluginBase
-	//ApiBaseURL *plugins.SetupQuestion
-	ApiKey *plugins.SetupQuestion
+	ApiBaseURL *plugins.SetupQuestion
+	ApiKey     *plugins.SetupQuestion
 
 	maxTokens                  int
 	defaultRequiredUserMessage string
@@ -55,14 +56,23 @@ type Client struct {
 }
 
 func (an *Client) configure() (err error) {
-	/*if an.ApiBaseURL.Value != "" {
+	if an.ApiBaseURL.Value != "" {
+		baseURL := an.ApiBaseURL.Value
+
+		if strings.Contains(baseURL, "-") && !strings.HasSuffix(baseURL, "/v1") {
+			if strings.HasSuffix(baseURL, "/") {
+				baseURL = strings.TrimSuffix(baseURL, "/")
+			}
+			baseURL = baseURL + "/v1"
+		}
+
 		an.client = anthropic.NewClient(
-			option.WithAPIKey(an.ApiKey.Value), option.WithBaseURL(an.ApiBaseURL.Value),
+			option.WithAPIKey(an.ApiKey.Value),
+			option.WithBaseURL(baseURL),
 		)
 	} else {
-	*/
-	an.client = anthropic.NewClient(option.WithAPIKey(an.ApiKey.Value))
-	//}
+		an.client = anthropic.NewClient(option.WithAPIKey(an.ApiKey.Value))
+	}
 	return
 }
 
@@ -73,7 +83,6 @@ func (an *Client) ListModels() (ret []string, err error) {
 func (an *Client) SendStream(
 	msgs []*goopenai.ChatCompletionMessage, opts *common.ChatOptions, channel chan string,
 ) (err error) {
-
 	messages := an.toMessages(msgs)
 
 	ctx := context.Background()
@@ -121,10 +130,8 @@ func (an *Client) Send(ctx context.Context, msgs []*goopenai.ChatCompletionMessa
 }
 
 func (an *Client) toMessages(msgs []*goopenai.ChatCompletionMessage) (ret []anthropic.MessageParam) {
-	// we could call the method before calling the specific vendor
 	normalizedMessages := common.NormalizeMessages(msgs, an.defaultRequiredUserMessage)
 
-	// Iterate over the incoming session messages and process them
 	for _, msg := range normalizedMessages {
 		var message anthropic.MessageParam
 		switch msg.Role {

plugins/ai/anthropic/anthropic_test.go

@@ -0,0 +1,65 @@
+package anthropic
+
+import (
+	"testing"
+)
+
+// Test generated using Keploy
+func TestNewClient_DefaultInitialization(t *testing.T) {
+	client := NewClient()
+
+	if client == nil {
+		t.Fatal("Expected client to be initialized, got nil")
+	}
+
+	if client.ApiBaseURL.Value != defaultBaseUrl {
+		t.Errorf("Expected default API Base URL to be %s, got %s", defaultBaseUrl, client.ApiBaseURL.Value)
+	}
+
+	if client.maxTokens != 4096 {
+		t.Errorf("Expected default maxTokens to be 4096, got %d", client.maxTokens)
+	}
+
+	if len(client.models) == 0 {
+		t.Error("Expected models to be initialized with default values, got empty list")
+	}
+}
+
+// Test generated using Keploy
+func TestClientListModels(t *testing.T) {
+	client := NewClient()
+
+	models, err := client.ListModels()
+	if err != nil {
+		t.Fatalf("Expected no error, got %v", err)
+	}
+
+	if len(models) != len(client.models) {
+		t.Errorf("Expected %d models, got %d", len(client.models), len(models))
+	}
+
+	for i, model := range models {
+		if model != client.models[i] {
+			t.Errorf("Expected model at index %d to be %s, got %s", i, client.models[i], model)
+		}
+	}
+}
+
+func TestClient_ListModels_ReturnsCorrectModels(t *testing.T) {
+	client := NewClient()
+	models, err := client.ListModels()
+
+	if err != nil {
+		t.Fatalf("Expected no error, got %v", err)
+	}
+
+	if len(models) != len(client.models) {
+		t.Errorf("Expected %d models, got %d", len(client.models), len(models))
+	}
+
+	for i, model := range models {
+		if model != client.models[i] {
+			t.Errorf("Expected model %s at index %d, got %s", client.models[i], i, model)
+		}
+	}
+}

plugins/ai/azure/azure.go

@@ -1,10 +1,10 @@
 package azure
 
 import (
-	"github.com/danielmiessler/fabric/plugins"
-	"github.com/danielmiessler/fabric/plugins/ai/openai"
 	"strings"
 
+	"github.com/danielmiessler/fabric/plugins"
+	"github.com/danielmiessler/fabric/plugins/ai/openai"
 	goopenai "github.com/sashabaranov/go-openai"
 )
 
@@ -31,8 +31,6 @@ func (oi *Client) configure() (err error) {
 }
 
 func (oi *Client) ListModels() (ret []string, err error) {
-	// Azure Open Client has models and deployments. We need to get the deployments to use them for chat
-	// There is no easy way to get the deployments from the API, so we need to ask the user to provide them
 	ret = oi.apiDeployments
 	return
 }

plugins/ai/azure/azure_test.go

@@ -0,0 +1,67 @@
+package azure
+
+import (
+	"testing"
+)
+
+// Test generated using Keploy
+func TestNewClientInitialization(t *testing.T) {
+	client := NewClient()
+	if client == nil {
+		t.Fatalf("Expected non-nil client, got nil")
+	}
+	if client.ApiDeployments == nil {
+		t.Errorf("Expected ApiDeployments to be initialized, got nil")
+	}
+	if client.Client == nil {
+		t.Errorf("Expected Client to be initialized, got nil")
+	}
+}
+
+// Test generated using Keploy
+func TestClientConfigure(t *testing.T) {
+	client := NewClient()
+	client.ApiDeployments.Value = "deployment1,deployment2"
+	client.ApiKey.Value = "test-api-key"
+	client.ApiBaseURL.Value = "https://example.com"
+
+	err := client.configure()
+	if err != nil {
+		t.Fatalf("Expected no error, got %v", err)
+	}
+
+	expectedDeployments := []string{"deployment1", "deployment2"}
+	if len(client.apiDeployments) != len(expectedDeployments) {
+		t.Errorf("Expected %d deployments, got %d", len(expectedDeployments), len(client.apiDeployments))
+	}
+	for i, deployment := range expectedDeployments {
+		if client.apiDeployments[i] != deployment {
+			t.Errorf("Expected deployment %s, got %s", deployment, client.apiDeployments[i])
+		}
+	}
+
+	if client.ApiClient == nil {
+		t.Errorf("Expected ApiClient to be initialized, got nil")
+	}
+}
+
+// Test generated using Keploy
+func TestListModels(t *testing.T) {
+	client := NewClient()
+	client.apiDeployments = []string{"deployment1", "deployment2"}
+
+	models, err := client.ListModels()
+	if err != nil {
+		t.Fatalf("Expected no error, got %v", err)
+	}
+
+	expectedModels := []string{"deployment1", "deployment2"}
+	if len(models) != len(expectedModels) {
+		t.Errorf("Expected %d models, got %d", len(expectedModels), len(models))
+	}
+	for i, model := range expectedModels {
+		if models[i] != model {
+			t.Errorf("Expected model %s, got %s", model, models[i])
+		}
+	}
+}

plugins/ai/deepseek/deepseek_test.go

@@ -0,0 +1,13 @@
+package deepseek
+
+// Test generated using Keploy
+import (
+	"testing"
+)
+
+func TestNewClient_EmbeddedClientNotNil(t *testing.T) {
+	client := NewClient()
+	if client.Client == nil {
+		t.Fatalf("Expected embedded openai.Client to be non-nil, got nil")
+	}
+}

plugins/ai/dryrun/dryrun_test.go

@@ -0,0 +1,56 @@
+package dryrun
+
+import (
+	"reflect"
+	"testing"
+
+	"github.com/danielmiessler/fabric/common"
+	"github.com/sashabaranov/go-openai"
+)
+
+// Test generated using Keploy
+func TestListModels_ReturnsExpectedModel(t *testing.T) {
+	client := NewClient()
+	models, err := client.ListModels()
+	if err != nil {
+		t.Fatalf("Expected no error, got %v", err)
+	}
+	expected := []string{"dry-run-model"}
+	if !reflect.DeepEqual(models, expected) {
+		t.Errorf("Expected %v, got %v", expected, models)
+	}
+}
+
+// Test generated using Keploy
+func TestSetup_ReturnsNil(t *testing.T) {
+	client := NewClient()
+	err := client.Setup()
+	if err != nil {
+		t.Errorf("Expected nil error, got %v", err)
+	}
+}
+
+// Test generated using Keploy
+func TestSendStream_SendsMessages(t *testing.T) {
+	client := NewClient()
+	msgs := []*openai.ChatCompletionMessage{
+		{Role: "user", Content: "Test message"},
+	}
+	opts := &common.ChatOptions{
+		Model: "dry-run-model",
+	}
+	channel := make(chan string)
+	go func() {
+		err := client.SendStream(msgs, opts, channel)
+		if err != nil {
+			t.Errorf("Expected no error, got %v", err)
+		}
+	}()
+	var receivedMessages []string
+	for msg := range channel {
+		receivedMessages = append(receivedMessages, msg)
+	}
+	if len(receivedMessages) == 0 {
+		t.Errorf("Expected to receive messages, but got none")
+	}
+}

plugins/ai/exolab/exolab.go

@@ -0,0 +1,45 @@
+package exolab
+
+import (
+	"strings"
+
+	"github.com/danielmiessler/fabric/plugins"
+	"github.com/danielmiessler/fabric/plugins/ai/openai"
+
+	goopenai "github.com/sashabaranov/go-openai"
+)
+
+func NewClient() (ret *Client) {
+	ret = &Client{}
+	ret.Client = openai.NewClientCompatibleNoSetupQuestions("Exolab", ret.configure)
+
+	ret.ApiBaseURL = ret.AddSetupQuestion("API Base URL", true)
+	ret.ApiBaseURL.Value = "http://localhost:52415"
+
+	ret.ApiModels = ret.AddSetupQuestionCustom("models", true,
+		"Enter your deployed Exolab models (comma separated)")
+
+	return
+}
+
+type Client struct {
+	*openai.Client
+	ApiModels *plugins.SetupQuestion
+
+	apiModels []string
+}
+
+func (oi *Client) configure() (err error) {
+	oi.apiModels = strings.Split(oi.ApiModels.Value, ",")
+
+	config := goopenai.DefaultConfig("")
+	config.BaseURL = oi.ApiBaseURL.Value
+
+	oi.ApiClient = goopenai.NewClientWithConfig(config)
+	return
+}
+
+func (oi *Client) ListModels() (ret []string, err error) {
+	ret = oi.apiModels
+	return
+}

plugins/ai/gemini/gemini.go

@@ -4,9 +4,10 @@ import (
 	"context"
 	"errors"
 	"fmt"
+	"strings"
+
 	"github.com/danielmiessler/fabric/plugins"
 	goopenai "github.com/sashabaranov/go-openai"
-	"strings"
 
 	"github.com/danielmiessler/fabric/common"
 	"github.com/google/generative-ai-go/genai"

plugins/ai/gemini/gemini_test.go

@@ -0,0 +1,44 @@
+package gemini
+
+import (
+	"testing"
+
+	"github.com/google/generative-ai-go/genai"
+)
+
+// Test generated using Keploy
+func TestBuildModelNameSimple(t *testing.T) {
+	client := &Client{}
+	fullModelName := "models/chat-bison-001"
+	expected := "chat-bison-001"
+
+	result := client.buildModelNameSimple(fullModelName)
+
+	if result != expected {
+		t.Errorf("Expected %v, got %v", expected, result)
+	}
+}
+
+// Test generated using Keploy
+func TestExtractText(t *testing.T) {
+	client := &Client{}
+	response := &genai.GenerateContentResponse{
+		Candidates: []*genai.Candidate{
+			{
+				Content: &genai.Content{
+					Parts: []genai.Part{
+						genai.Text("Hello, "),
+						genai.Text("world!"),
+					},
+				},
+			},
+		},
+	}
+	expected := "Hello, world!"
+
+	result := client.extractText(response)
+
+	if result != expected {
+		t.Errorf("Expected %v, got %v", expected, result)
+	}
+}

plugins/ai/groq/groq.go

@@ -4,12 +4,14 @@ import (
 	"github.com/danielmiessler/fabric/plugins/ai/openai"
 )
 
+// NewClient initializes and returns a new Groq Client.
 func NewClient() (ret *Client) {
 	ret = &Client{}
 	ret.Client = openai.NewClientCompatible("Groq", "https://api.groq.com/openai/v1", nil)
 	return
 }
 
+// Client wraps the openai.Client to provide additional functionality specific to Groq.
 type Client struct {
 	*openai.Client
 }

plugins/ai/groq/groq_test.go

@@ -0,0 +1,13 @@
+package groq
+
+// Test generated using Keploy
+import (
+	"testing"
+)
+
+func TestNewClientEmbeddedClientNotNil(t *testing.T) {
+	client := NewClient()
+	if client.Client == nil {
+		t.Fatalf("Expected embedded openai.Client to be non-nil, got nil")
+	}
+}

plugins/ai/lmstudio/lmstudio.go

@@ -0,0 +1,347 @@
+package lmstudio
+
+import (
+	"bufio"
+	"bytes"
+	"context"
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+
+	goopenai "github.com/sashabaranov/go-openai"
+
+	"github.com/danielmiessler/fabric/common"
+	"github.com/danielmiessler/fabric/plugins"
+)
+
+// NewClient creates a new LM Studio client with default configuration.
+func NewClient() (ret *Client) {
+	return NewClientCompatible("LM Studio", "http://localhost:1234/v1", nil)
+}
+
+// NewClientCompatible creates a new LM Studio client with custom configuration.
+func NewClientCompatible(vendorName string, defaultBaseUrl string, configureCustom func() error) (ret *Client) {
+	ret = &Client{}
+
+	if configureCustom == nil {
+		configureCustom = ret.configure
+	}
+	ret.PluginBase = &plugins.PluginBase{
+		Name:            vendorName,
+		EnvNamePrefix:   plugins.BuildEnvVariablePrefix(vendorName),
+		ConfigureCustom: configureCustom,
+	}
+	ret.ApiUrl = ret.AddSetupQuestionCustom("API URL", true,
+		fmt.Sprintf("Enter your %v URL (as a reminder, it is usually %v')", vendorName, defaultBaseUrl))
+	return
+}
+
+// Client represents the LM Studio client.
+type Client struct {
+	*plugins.PluginBase
+	ApiUrl     *plugins.SetupQuestion
+	HttpClient *http.Client
+}
+
+// configure sets up the HTTP client.
+func (c *Client) configure() error {
+	c.HttpClient = &http.Client{}
+	return nil
+}
+
+// ListModels returns a list of available models.
+func (c *Client) ListModels() ([]string, error) {
+	url := fmt.Sprintf("%s/models", c.ApiUrl.Value)
+
+	req, err := http.NewRequest("GET", url, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to create request: %w", err)
+	}
+
+	resp, err := c.HttpClient.Do(req)
+	if err != nil {
+		return nil, fmt.Errorf("failed to send request: %w", err)
+	}
+	defer resp.Body.Close()
+
+	if resp.StatusCode != http.StatusOK {
+		return nil, fmt.Errorf("unexpected status code: %d", resp.StatusCode)
+	}
+
+	var result struct {
+		Data []struct {
+			ID string `json:"id"`
+		} `json:"data"`
+	}
+
+	if err := json.NewDecoder(resp.Body).Decode(&result); err != nil {
+		return nil, fmt.Errorf("failed to decode response: %w", err)
+	}
+
+	models := make([]string, len(result.Data))
+	for i, model := range result.Data {
+		models[i] = model.ID
+	}
+
+	return models, nil
+}
+
+func (c *Client) SendStream(msgs []*goopenai.ChatCompletionMessage, opts *common.ChatOptions, channel chan string) (err error) {
+	url := fmt.Sprintf("%s/chat/completions", c.ApiUrl.Value)
+
+	payload := map[string]interface{}{
+		"messages": msgs,
+		"model":    opts.Model,
+		"stream":   true, // Enable streaming
+	}
+
+	var jsonPayload []byte
+	if jsonPayload, err = json.Marshal(payload); err != nil {
+		err = fmt.Errorf("failed to marshal payload: %w", err)
+		return
+	}
+
+	var req *http.Request
+	if req, err = http.NewRequest("POST", url, bytes.NewBuffer(jsonPayload)); err != nil {
+		err = fmt.Errorf("failed to create request: %w", err)
+		return
+	}
+
+	req.Header.Set("Content-Type", "application/json")
+
+	var resp *http.Response
+	if resp, err = c.HttpClient.Do(req); err != nil {
+		err = fmt.Errorf("failed to send request: %w", err)
+		return
+	}
+	defer resp.Body.Close()
+
+	if resp.StatusCode != http.StatusOK {
+		err = fmt.Errorf("unexpected status code: %d", resp.StatusCode)
+		return
+	}
+
+	defer close(channel)
+
+	reader := bufio.NewReader(resp.Body)
+	for {
+		var line []byte
+		if line, err = reader.ReadBytes('\n'); err != nil {
+			if err == io.EOF {
+				err = nil
+				break
+			}
+			err = fmt.Errorf("error reading response: %w", err)
+			return
+		}
+
+		if len(line) == 0 {
+			continue
+		}
+
+		if bytes.HasPrefix(line, []byte("data: ")) {
+			line = bytes.TrimPrefix(line, []byte("data: "))
+		}
+
+		if string(line) == "[DONE]" {
+			break
+		}
+
+		var result map[string]interface{}
+		if err = json.Unmarshal(line, &result); err != nil {
+			continue
+		}
+
+		var choices []interface{}
+		var ok bool
+		if choices, ok = result["choices"].([]interface{}); !ok || len(choices) == 0 {
+			continue
+		}
+
+		var delta map[string]interface{}
+		if delta, ok = choices[0].(map[string]interface{})["delta"].(map[string]interface{}); !ok {
+			continue
+		}
+
+		var content string
+		if content, _ = delta["content"].(string); content != "" {
+			channel <- content
+		}
+	}
+
+	return
+}
+
+func (c *Client) Send(ctx context.Context, msgs []*goopenai.ChatCompletionMessage, opts *common.ChatOptions) (content string, err error) {
+	url := fmt.Sprintf("%s/chat/completions", c.ApiUrl.Value)
+
+	payload := map[string]interface{}{
+		"messages": msgs,
+		"model":    opts.Model,
+		// Add other options from opts if supported by LM Studio
+	}
+
+	var jsonPayload []byte
+	if jsonPayload, err = json.Marshal(payload); err != nil {
+		err = fmt.Errorf("failed to marshal payload: %w", err)
+		return
+	}
+
+	var req *http.Request
+	if req, err = http.NewRequestWithContext(ctx, "POST", url, bytes.NewBuffer(jsonPayload)); err != nil {
+		err = fmt.Errorf("failed to create request: %w", err)
+		return
+	}
+
+	req.Header.Set("Content-Type", "application/json")
+
+	var resp *http.Response
+	if resp, err = c.HttpClient.Do(req); err != nil {
+		err = fmt.Errorf("failed to send request: %w", err)
+		return
+	}
+	defer resp.Body.Close()
+
+	if resp.StatusCode != http.StatusOK {
+		err = fmt.Errorf("unexpected status code: %d", resp.StatusCode)
+		return
+	}
+
+	var result map[string]interface{}
+	if err = json.NewDecoder(resp.Body).Decode(&result); err != nil {
+		err = fmt.Errorf("failed to decode response: %w", err)
+		return
+	}
+
+	var choices []interface{}
+	var ok bool
+	if choices, ok = result["choices"].([]interface{}); !ok || len(choices) == 0 {
+		err = fmt.Errorf("invalid response format: missing or empty choices")
+		return
+	}
+
+	var message map[string]interface{}
+	if message, ok = choices[0].(map[string]interface{})["message"].(map[string]interface{}); !ok {
+		err = fmt.Errorf("invalid response format: missing message in first choice")
+		return
+	}
+
+	if content, ok = message["content"].(string); !ok {
+		err = fmt.Errorf("invalid response format: missing or non-string content in message")
+		return
+	}
+
+	return
+}
+
+func (c *Client) Complete(ctx context.Context, prompt string, opts *common.ChatOptions) (text string, err error) {
+	url := fmt.Sprintf("%s/completions", c.ApiUrl.Value)
+
+	payload := map[string]interface{}{
+		"prompt": prompt,
+		"model":  opts.Model,
+		// Add other options from opts if supported by LM Studio
+	}
+
+	var jsonPayload []byte
+	if jsonPayload, err = json.Marshal(payload); err != nil {
+		err = fmt.Errorf("failed to marshal payload: %w", err)
+		return
+	}
+
+	var req *http.Request
+	if req, err = http.NewRequestWithContext(ctx, "POST", url, bytes.NewBuffer(jsonPayload)); err != nil {
+		err = fmt.Errorf("failed to create request: %w", err)
+		return
+	}
+
+	req.Header.Set("Content-Type", "application/json")
+
+	var resp *http.Response
+	if resp, err = c.HttpClient.Do(req); err != nil {
+		err = fmt.Errorf("failed to send request: %w", err)
+		return
+	}
+	defer resp.Body.Close()
+
+	if resp.StatusCode != http.StatusOK {
+		err = fmt.Errorf("unexpected status code: %d", resp.StatusCode)
+		return
+	}
+
+	var result map[string]interface{}
+	if err = json.NewDecoder(resp.Body).Decode(&result); err != nil {
+		err = fmt.Errorf("failed to decode response: %w", err)
+		return
+	}
+
+	var choices []interface{}
+	var ok bool
+	if choices, ok = result["choices"].([]interface{}); !ok || len(choices) == 0 {
+		err = fmt.Errorf("invalid response format: missing or empty choices")
+		return
+	}
+
+	if text, ok = choices[0].(map[string]interface{})["text"].(string); !ok {
+		err = fmt.Errorf("invalid response format: missing or non-string text in first choice")
+		return
+	}
+
+	return
+}
+
+func (c *Client) GetEmbeddings(ctx context.Context, input string, opts *common.ChatOptions) (embeddings []float64, err error) {
+	url := fmt.Sprintf("%s/embeddings", c.ApiUrl.Value)
+
+	payload := map[string]interface{}{
+		"input": input,
+		"model": opts.Model,
+		// Add other options from opts if supported by LM Studio
+	}
+
+	var jsonPayload []byte
+	if jsonPayload, err = json.Marshal(payload); err != nil {
+		err = fmt.Errorf("failed to marshal payload: %w", err)
+		return
+	}
+
+	var req *http.Request
+	if req, err = http.NewRequestWithContext(ctx, "POST", url, bytes.NewBuffer(jsonPayload)); err != nil {
+		err = fmt.Errorf("failed to create request: %w", err)
+		return
+	}
+
+	req.Header.Set("Content-Type", "application/json")
+
+	var resp *http.Response
+	if resp, err = c.HttpClient.Do(req); err != nil {
+		err = fmt.Errorf("failed to send request: %w", err)
+		return
+	}
+	defer resp.Body.Close()
+
+	if resp.StatusCode != http.StatusOK {
+		err = fmt.Errorf("unexpected status code: %d", resp.StatusCode)
+		return
+	}
+
+	var result struct {
+		Data []struct {
+			Embedding []float64 `json:"embedding"`
+		} `json:"data"`
+	}
+
+	if err = json.NewDecoder(resp.Body).Decode(&result); err != nil {
+		err = fmt.Errorf("failed to decode response: %w", err)
+		return
+	}
+
+	if len(result.Data) == 0 {
+		err = fmt.Errorf("no embeddings returned")
+		return
+	}
+
+	embeddings = result.Data[0].Embedding
+	return
+}

plugins/ai/ollama/ollama.go

@@ -26,7 +26,7 @@ func NewClient() (ret *Client) {
 	}
 
 	ret.ApiUrl = ret.AddSetupQuestionCustom("API URL", true,
-		"Enter your Ollama URL (as a reminder, it is usually http://localhost:11434)")
+		"Enter your Ollama URL (as a reminder, it is usually http://localhost:1234/v1')")
 
 	return
 }

plugins/ai/openai/openai.go

@@ -4,10 +4,11 @@ import (
 	"context"
 	"errors"
 	"fmt"
-	"github.com/danielmiessler/fabric/plugins"
 	"io"
 	"log/slog"
 
+	"github.com/danielmiessler/fabric/plugins"
+
 	"github.com/danielmiessler/fabric/common"
 	"github.com/samber/lo"
 	"github.com/sashabaranov/go-openai"
@@ -18,6 +19,16 @@ func NewClient() (ret *Client) {
 }
 
 func NewClientCompatible(vendorName string, defaultBaseUrl string, configureCustom func() error) (ret *Client) {
+	ret = NewClientCompatibleNoSetupQuestions(vendorName, configureCustom)
+
+	ret.ApiKey = ret.AddSetupQuestion("API Key", true)
+	ret.ApiBaseURL = ret.AddSetupQuestion("API Base URL", false)
+	ret.ApiBaseURL.Value = defaultBaseUrl
+
+	return
+}
+
+func NewClientCompatibleNoSetupQuestions(vendorName string, configureCustom func() error) (ret *Client) {
 	ret = &Client{}
 
 	if configureCustom == nil {
@@ -30,10 +41,6 @@ func NewClientCompatible(vendorName string, defaultBaseUrl string, configureCust
 		ConfigureCustom: configureCustom,
 	}
 
-	ret.ApiKey = ret.AddSetupQuestion("API Key", true)
-	ret.ApiBaseURL = ret.AddSetupQuestion("API Base URL", false)
-	ret.ApiBaseURL.Value = defaultBaseUrl
-
 	return
 }
 

plugins/ai/openrouter/openrouter_test.go

@@ -0,0 +1 @@
+package openrouter

plugins/ai/vendor.go

@@ -2,6 +2,7 @@ package ai
 
 import (
 	"context"
+
 	"github.com/danielmiessler/fabric/plugins"
 	goopenai "github.com/sashabaranov/go-openai"
 

plugins/ai/vendors.go

@@ -4,8 +4,9 @@ import (
 	"bytes"
 	"context"
 	"fmt"
-	"github.com/danielmiessler/fabric/plugins"
 	"sync"
+
+	"github.com/danielmiessler/fabric/plugins"
 )
 
 func NewVendorsManager() *VendorsManager {
@@ -93,7 +94,6 @@ func (o *VendorsManager) readModels() (err error) {
 	for result := range resultsChan {
 		if result.err != nil {
 			fmt.Println(result.vendorName, result.err)
-			cancel() // Cancel remaining goroutines if needed
 		} else {
 			o.Models.AddGroupItems(result.vendorName, result.models...)
 		}

plugins/db/fsdb/db.go

@@ -2,10 +2,11 @@ package fsdb
 
 import (
 	"fmt"
-	"github.com/joho/godotenv"
 	"os"
 	"path/filepath"
 	"time"
+
+	"github.com/joho/godotenv"
 )
 
 func NewDb(dir string) (db *Db) {

plugins/db/fsdb/sessions.go

@@ -2,6 +2,7 @@ package fsdb
 
 import (
 	"fmt"
+
 	"github.com/danielmiessler/fabric/common"
 	goopenai "github.com/sashabaranov/go-openai"
 )

plugins/db/fsdb/sessions_test.go

@@ -1,8 +1,9 @@
 package fsdb
 
 import (
-	goopenai "github.com/sashabaranov/go-openai"
 	"testing"
+
+	goopenai "github.com/sashabaranov/go-openai"
 )
 
 func TestSessions_GetOrCreateSession(t *testing.T) {

plugins/tools/converter/html_readability.go

@@ -2,6 +2,7 @@ package converter
 
 import (
 	"bytes"
+
 	"github.com/go-shiori/go-readability"
 )
 

plugins/tools/youtube/youtube.go

@@ -113,6 +113,45 @@ func (o *YouTube) GrabTranscript(videoId string, language string) (ret string, e
 	return
 }
 
+func (o *YouTube) GrabTranscriptWithTimestamps(videoId string, language string) (ret string, err error) {
+	var transcript string
+	if transcript, err = o.GrabTranscriptBase(videoId, language); err != nil {
+		err = fmt.Errorf("transcript not available. (%v)", err)
+		return
+	}
+
+	// Parse the XML transcript
+	doc := soup.HTMLParse(transcript)
+	// Extract the text content from the <text> tags
+	textTags := doc.FindAll("text")
+	var textBuilder strings.Builder
+	for _, textTag := range textTags {
+		// Extract the start and duration attributes
+		start := textTag.Attrs()["start"]
+		dur := textTag.Attrs()["dur"]
+		end := fmt.Sprintf("%f", parseFloat(start)+parseFloat(dur))
+		// Format the timestamps
+		startFormatted := formatTimestamp(parseFloat(start))
+		endFormatted := formatTimestamp(parseFloat(end))
+		text := strings.ReplaceAll(textTag.Text(), "&#39;", "'")
+		textBuilder.WriteString(fmt.Sprintf("[%s - %s] %s\n", startFormatted, endFormatted, text))
+	}
+	ret = textBuilder.String()
+	return
+}
+
+func parseFloat(s string) float64 {
+	f, _ := strconv.ParseFloat(s, 64)
+	return f
+}
+
+func formatTimestamp(seconds float64) string {
+	hours := int(seconds) / 3600
+	minutes := (int(seconds) % 3600) / 60
+	secs := int(seconds) % 60
+	return fmt.Sprintf("%02d:%02d:%02d", hours, minutes, secs)
+}
+
 func (o *YouTube) GrabTranscriptBase(videoId string, language string) (ret string, err error) {
 	if err = o.initService(); err != nil {
 		return
@@ -265,6 +304,13 @@ func (o *YouTube) Grab(url string, options *Options) (ret *VideoInfo, err error)
 			return
 		}
 	}
+
+	if options.TranscriptWithTimestamps {
+		if ret.Transcript, err = o.GrabTranscriptWithTimestamps(videoId, "en"); err != nil {
+			return
+		}
+	}
+
 	return
 }
 
@@ -372,11 +418,12 @@ type VideoMeta struct {
 }
 
 type Options struct {
-	Duration   bool
-	Transcript bool
-	Comments   bool
-	Lang       string
-	Metadata   bool
+	Duration                 bool
+	Transcript               bool
+	TranscriptWithTimestamps bool
+	Comments                 bool
+	Lang                     string
+	Metadata                 bool
 }
 
 type VideoInfo struct {
@@ -437,6 +484,7 @@ func (o *YouTube) GrabByFlags() (ret *VideoInfo, err error) {
 	options := &Options{}
 	flag.BoolVar(&options.Duration, "duration", false, "Output only the duration")
 	flag.BoolVar(&options.Transcript, "transcript", false, "Output only the transcript")
+	flag.BoolVar(&options.TranscriptWithTimestamps, "transcriptWithTimestamps", false, "Output only the transcript with timestamps")
 	flag.BoolVar(&options.Comments, "comments", false, "Output the comments on the video")
 	flag.StringVar(&options.Lang, "lang", "en", "Language for the transcript (default: English)")
 	flag.BoolVar(&options.Metadata, "metadata", false, "Output video metadata")

restapi/chat.go

@@ -55,6 +55,7 @@ func (h *ChatHandler) HandleChat(c *gin.Context) {
 
 	if err := c.BindJSON(&request); err != nil {
 		log.Printf("Error binding JSON: %v", err)
+		c.Writer.Header().Set("Strict-Transport-Security", "max-age=63072000; includeSubDomains")
 		c.JSON(http.StatusBadRequest, gin.H{"error": fmt.Sprintf("Invalid request format: %v", err)})
 		return
 	}
@@ -191,6 +192,26 @@ func writeSSEResponse(w gin.ResponseWriter, response StreamResponse) error {
 	return nil
 }
 
+/*
+	 func detectFormat(content string) string {
+		if strings.HasPrefix(content, "graph TD") ||
+			strings.HasPrefix(content, "gantt") ||
+			strings.HasPrefix(content, "flowchart") ||
+			strings.HasPrefix(content, "sequenceDiagram") ||
+			strings.HasPrefix(content, "classDiagram") ||
+			strings.HasPrefix(content, "stateDiagram") {
+			return "mermaid"
+		}
+		if strings.Contains(content, "```") ||
+			strings.Contains(content, "#") ||
+			strings.Contains(content, "*") ||
+			strings.Contains(content, "_") ||
+			strings.Contains(content, "-") {
+			return "markdown"
+		}
+		return "plain"
+	}
+*/
 func detectFormat(content string) string {
 	if strings.HasPrefix(content, "graph TD") ||
 		strings.HasPrefix(content, "gantt") ||
@@ -200,12 +221,5 @@ func detectFormat(content string) string {
 		strings.HasPrefix(content, "stateDiagram") {
 		return "mermaid"
 	}
-	if strings.Contains(content, "```") ||
-		strings.Contains(content, "#") ||
-		strings.Contains(content, "*") ||
-		strings.Contains(content, "_") ||
-		strings.Contains(content, "-") {
-		return "markdown"
-	}
-	return "plain"
+	return "markdown"
 }

restapi/configuration.go

@@ -65,6 +65,7 @@ func (h *ConfigHandler) GetConfig(c *gin.Context) {
 		"openrouter": os.Getenv("OPENROUTER_API_KEY"),
 		"silicon":    os.Getenv("SILICON_API_KEY"),
 		"deepseek":   os.Getenv("DEEPSEEK_API_KEY"),
+		"lmstudio":   os.Getenv("LM_STUDIO_API_BASE_URL"),
 	}
 
 	c.JSON(http.StatusOK, config)
@@ -86,23 +87,25 @@ func (h *ConfigHandler) UpdateConfig(c *gin.Context) {
 		OpenRouterApiKey string `json:"openrouter_api_key"`
 		SiliconApiKey    string `json:"silicon_api_key"`
 		DeepSeekApiKey   string `json:"deepseek_api_key"`
+		LMStudioURL      string `json:"lm_studio_base_url"`
 	}
 
-	if err := c.BindJSON(&config); err != nil {
+	if err := c.ShouldBindJSON(&config); err != nil {
 		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
 		return
 	}
 
 	envVars := map[string]string{
-		"OPENAI_API_KEY":     config.OpenAIApiKey,
-		"ANTHROPIC_API_KEY":  config.AnthropicApiKey,
-		"GROQ_API_KEY":       config.GroqApiKey,
-		"MISTRAL_API_KEY":    config.MistralApiKey,
-		"GEMINI_API_KEY":     config.GeminiApiKey,
-		"OLLAMA_URL":         config.OllamaURL,
-		"OPENROUTER_API_KEY": config.OpenRouterApiKey,
-		"SILICON_API_KEY":    config.SiliconApiKey,
-		"DEEPSEEK_API_KEY":   config.DeepSeekApiKey,
+		"OPENAI_API_KEY":         config.OpenAIApiKey,
+		"ANTHROPIC_API_KEY":      config.AnthropicApiKey,
+		"GROQ_API_KEY":           config.GroqApiKey,
+		"MISTRAL_API_KEY":        config.MistralApiKey,
+		"GEMINI_API_KEY":         config.GeminiApiKey,
+		"OLLAMA_URL":             config.OllamaURL,
+		"OPENROUTER_API_KEY":     config.OpenRouterApiKey,
+		"SILICON_API_KEY":        config.SiliconApiKey,
+		"DEEPSEEK_API_KEY":       config.DeepSeekApiKey,
+		"LM_STUDIO_API_BASE_URL": config.LMStudioURL,
 	}
 
 	var envContent strings.Builder

restapi/ollama.go

@@ -5,13 +5,14 @@ import (
 	"context"
 	"encoding/json"
 	"fmt"
-	"github.com/danielmiessler/fabric/core"
-	"github.com/gin-gonic/gin"
 	"io"
 	"log"
 	"net/http"
 	"strings"
 	"time"
+
+	"github.com/danielmiessler/fabric/core"
+	"github.com/gin-gonic/gin"
 )
 
 type OllamaModel struct {

restapi/storage.go

@@ -2,10 +2,11 @@ package restapi
 
 import (
 	"fmt"
-	"github.com/danielmiessler/fabric/plugins/db"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
+
+	"github.com/danielmiessler/fabric/plugins/db"
+	"github.com/gin-gonic/gin"
 )
 
 // StorageHandler defines the handler for storage-related operations

version.go

@@ -1,3 +1,3 @@
 package main
 
-var version = "v1.4.131"
+var version = "v1.4.148"

web/Web Interface Update README Files/enhanced-pattern-selection-update.md

@@ -0,0 +1,64 @@
+# Enhanced Pattern Selection and WEB UI Improvements
+
+This PR adds several Web UI and functionality improvements to make pattern selection more intuitive and provide better context for each pattern's purpose.
+
+## Demo
+Watch the demo video showcasing the new features: https://youtu.be/qVuKhCw_edk
+
+## Major Improvements
+
+### Pattern Selection and Description
+- Added modal interface for pattern selection
+- Added short pattern descriptions for each pattern
+- Added Select Pattern to execute from Modal
+- Added scroll functionality to System Instructions frame
+- **Added search functionality in pattern selection modal**
+  - Real-time pattern filtering as you type
+  - Case-insensitive partial name matching
+  - Maintains favorites sorting while filtering
+
+### User Experience
+- Implemented favorites functionality for quick access to frequently used patterns
+- Improved YouTube transcript handling
+- Enhanced UI components for better user experience
+- **Added Obsidian integration for pattern execution output**
+  - Save pattern results directly to Obsidian from web interface
+  - Configurable note naming
+  - Seamless integration with existing Obsidian workflow
+
+## Technical Improvements
+- Added backend support for new features
+- Improved pattern management and selection
+- Enhanced state management for patterns and favorites
+
+## Key Files Modified
+
+### Backend Changes
+- `fabric/restapi/`: Added new endpoints and functionality for pattern management
+  - `chat.go`, `patterns.go`: Enhanced pattern handling
+  - `configuration.go`, `models.go`: Added support for new features
+  - **`obsidian.go`: New Obsidian integration endpoints**
+
+### Frontend Changes
+- `fabric/web/src/lib/components/`:
+  - `chat/`: Enhanced chat interface components
+  - `patterns/`: New pattern selection components
+    - **Added pattern search functionality**
+    - **Enhanced modal UI with search capabilities**
+  - `ui/modal/`: Modal interface implementation
+- `fabric/web/src/lib/store/`:
+  - `favorites-store.ts`: New favorites functionality
+  - `pattern-store.ts`: Enhanced pattern management
+  - **`obsidian-store.ts`: New Obsidian integration state management**
+- `fabric/web/src/lib/services/`:
+  - `transcriptService.ts`: Improved YouTube handling
+
+### Pattern Descriptions
+- `fabric/myfiles/`:
+  - `pattern_descriptions.json`: Added detailed pattern descriptions
+  - `extract_patterns.py`: Tool for pattern management
+
+These improvements make the pattern selection process more intuitive and provide users with better context about each pattern's purpose and functionality. The addition of pattern search and Obsidian integration further enhances the user experience by providing quick access to patterns and seamless integration with external note-taking workflows.
+
+## Note on Platform Compatibility
+This implementation was developed and tested on macOS. Some modifications may not be required for Windows users, particularly around system-specific paths and configurations. Windows users may need to adjust certain paths or configurations to match their environment.

web/Web Interface Update README Files/language-options.md

@@ -0,0 +1,155 @@
+# Language Support Implementation
+
+## Overview
+The language support allows switching between languages using qualifiers (--fr, --en) in the chat input. The implementation is simple and effective, working at multiple layers of the application.
+
+## Components
+
+### 1. Language Store (language-store.ts)
+```typescript
+// Manages language state
+export const languageStore = writable<string>('');
+```
+
+### 2. Chat Input (ChatInput.svelte)
+- Detects language qualifiers in user input
+- Updates language store
+- Strips qualifier from message
+```typescript
+// Language qualifier handling
+if (qualifier === 'fr') {
+  languageStore.set('fr');
+  userInput = userInput.replace(/--fr\s*/, '');
+} else if (qualifier === 'en') {
+  languageStore.set('en');
+  userInput = userInput.replace(/--en\s*/, '');
+}
+
+// After sending message
+try {
+  await sendMessage(userInput);
+  languageStore.set('en'); // Reset to default after send
+} catch (error) {
+  console.error('Failed to send message:', error);
+}
+```
+
+### 3. Chat Service (ChatService.ts)
+- Adds language instruction to prompts
+- Defaults to English if no language specified
+```typescript
+const language = get(languageStore) || 'en';
+const languageInstruction = language !== 'en' 
+  ? `. Please use the language '${language}' for the output.` 
+  : '';
+const fullInput = userInput + languageInstruction;
+```
+
+### 4. Global Settings UI (Chat.svelte)
+```typescript
+// Language selector in Global Settings
+<div class="flex flex-col gap-2">
+  <Label>Language</Label>
+  <Select bind:value={selectedLanguage}>
+    <option value="">Default</option>
+    <option value="en">English</option>
+    <option value="fr">French</option>
+  </Select>
+</div>
+
+// Script section
+let selectedLanguage = $languageStore;
+$: languageStore.set(selectedLanguage);
+```
+
+## How It Works
+
+1. User Input:
+   - User types message with language qualifier (e.g., "--fr Hello")
+   - ChatInput detects qualifier and updates language store
+   - Qualifier is stripped from message
+   - OR user selects language from Global Settings dropdown
+
+2. Request Processing:
+   - ChatService gets language from store
+   - Adds language instruction to prompt
+   - Sends to backend
+
+3. Response:
+   - AI responds in requested language
+   - Response is displayed without modification
+   - Language store is reset to English after message is sent
+
+## Usage Examples
+
+1. English (Default):
+```
+User: What is the weather?
+AI: The weather information...
+```
+
+2. French:
+```
+User: --fr What is the weather?
+AI: Voici les informations météo...
+```
+
+3. Using Global Settings:
+```
+1. Select "French" from language dropdown
+2. Type: What is the weather?
+3. AI responds in French
+4. Language resets to English after response
+```
+
+## Implementation Notes
+
+1. Simple Design:
+   - No complex language detection
+   - No translation layer
+   - Direct instruction to AI
+
+2. Stateful:
+   - Language persists until changed
+   - Resets to English on page refresh
+   - Resets to English after each message
+
+3. Extensible:
+   - Easy to add new languages
+   - Just add new qualifiers and store values
+   - Update Global Settings dropdown options
+
+4. Error Handling:
+   - Invalid qualifiers are ignored
+   - Unknown languages default to English
+   - Store reset on error to prevent state issues
+
+## Best Practices
+
+1. Always reset language after message:
+```typescript
+// Reset stores after successful send
+languageStore.set('en');
+```
+
+2. Default to English:
+```typescript
+const language = get(languageStore) || 'en';
+```
+
+3. Clear language instruction:
+```typescript
+const languageInstruction = language !== 'en' 
+  ? `. Please use the language '${language}' for the output.` 
+  : '';
+```
+
+4. Handle UI State:
+```typescript
+// In Chat.svelte
+let selectedLanguage = $languageStore;
+$: {
+  languageStore.set(selectedLanguage);
+  // Update UI immediately when store changes
+  selectedLanguage = $languageStore;
+}

web/Web Interface Update README Files/pattern-search-implementation.md

@@ -0,0 +1,79 @@
+# Pattern Search Implementation Plan
+
+## Component Changes (PatternList.svelte)
+
+### 1. Add Search Input
+```svelte
+<div class="px-4 pb-4 flex gap-4 items-center">
+  <!-- Existing sort options -->
+  <div class="flex-1"> <!-- Add flex-1 to push search to right -->
+    <label class="flex items-center gap-2 text-sm text-muted-foreground">
+      <input type="radio" bind:group={sortBy} value="alphabetical">
+      Alphabetical
+    </label>
+    <label class="flex items-center gap-2 text-sm text-muted-foreground">
+      <input type="radio" bind:group={sortBy} value="favorites">
+      Favorites First
+    </label>
+  </div>
+  <!-- New search input -->
+  <div class="w-48"> <!-- Fixed width for search -->
+    <Input
+      type="text"
+      bind:value={searchText}
+      placeholder="Search patterns..."
+    />
+  </div>
+</div>
+```
+
+### 2. Add Search Logic
+```typescript
+// Add to script section
+let searchText = ""; // For pattern filtering
+
+// Modify sortedPatterns to include search
+$: filteredPatterns = patterns.filter(p => 
+  p.patternName.toLowerCase().includes(searchText.toLowerCase())
+);
+
+$: sortedPatterns = sortBy === 'alphabetical'
+  ? [...filteredPatterns].sort((a, b) => a.patternName.localeCompare(b.patternName))
+  : [
+      ...filteredPatterns.filter(p => $favorites.includes(p.patternName)).sort((a, b) => a.patternName.localeCompare(b.patternName)),
+      ...filteredPatterns.filter(p => !$favorites.includes(p.patternName)).sort((a, b) => a.patternName.localeCompare(b.patternName))
+    ];
+```
+
+### 3. Reset Search on Selection
+```typescript
+// In pattern selection click handler
+searchText = ""; // Reset search before closing modal
+dispatch('select', pattern.patternName);
+dispatch('close');
+```
+
+## Implementation Steps
+
+1. Import Input component
+```typescript
+import { Input } from "$lib/components/ui/input";
+```
+
+2. Add searchText variable and filtering logic
+3. Update template to include search input
+4. Add reset logic in pattern selection handler
+5. Test search functionality:
+   - Partial matches work
+   - Case-insensitive search
+   - Search resets on selection
+   - Layout maintains consistency
+
+## Expected Behavior
+
+- Search updates in real-time as user types
+- Matches are case-insensitive
+- Matches can be anywhere in pattern name
+- Search box clears when pattern is selected
+- Sort options (alphabetical/favorites) still work with filtered results
+- Maintains existing modal layout and styling

web/Web Interface Update README Files/pr-1319_PDF_TO_MARKDOWN_README.md

@@ -0,0 +1,77 @@
+## PDF TO MARKDOWN CONVERSION IMPLEMENTATION
+
+- PDF to Markdown conversion functionality for the web interface
+- Automatic detection and processing of PDF files in chat
+- Conversion to markdown format for LLM processing
+- Installation instructions from the pdf-to-markdown repository
+
+The PDF conversion module has been integrated in the svelte web browser interface. Once installed, it will automatically detect pdf files in the chat interface and convert them to markdown automatically for llm processing.
+
+
+## HOW TO INSTALL
+
+# FROM FABRIC ROOT DIRECTORY
+  cd .. web
+
+# Install in this sequence: 
+# Step 1
+npm install -D patch-package
+# Step 2
+npm install -D pdfjs-dist@2.5.207
+# Step 3
+npm install -D github:jzillmann/pdf-to-markdown#modularize
+
+
+## 🎥 Demo Video (see 4min)
+https://youtu.be/bhwtWXoMASA
+
+# Integration with Svelte
+
+The integration approach focused on using the library's high-level API while maintaining SSR compatibility:
+
+- Create PdfConversionService for PDF processing
+- Handle file uploads in ChatInput component
+- Convert PDF content to markdown text
+- Integrate with existing chat processing flow
+
+
+
+### How it Works
+
+The PDF to Markdown conversion is implemented as a separate module located in the `pdf-to-markdown` directory. It leverages the `pdf-parse` library (likely via `PdfParser.ts`) to parse PDF documents and extract text content. The core logic resides in `PdfPipeline.ts`, which orchestrates the PDF parsing and conversion process. `Pdf-to-Markdown` is a folk from `pdf.js` - Mozilla's PDF parsing & rendering platform which is used as a raw parser
+
+Here's a simplified breakdown of the process:
+
+1.  **PDF Parsing:** The `PdfParser.ts` uses `pdf-parse` to read the PDF file and extract text content from each page.
+2.  **Content Extraction:** The extracted text content is processed to identify text elements, formatting, and structure.
+3.  **Markdown Conversion:** The `PdfPipeline.ts` then converts the extracted and processed text content into Markdown format. This involves mapping PDF elements to Markdown syntax, attempting to preserve formatting like headings, lists, and basic text styles.
+4.  **Frontend Integration:** The `PdfConversionService.ts` in the `web/src/lib/services` directory acts as a frontend service that utilizes the `pdf-to-markdown` module. It provides a `convertToMarkdown` function that takes a File object (PDF file) as input, calls the `pdf-to-markdown` module to perform the conversion, and returns the Markdown output as a string.
+5.  **Chat Input Integration:** The `ChatInput.svelte` component uses the `PdfConversionService` to convert uploaded PDF files to Markdown before sending the content to the chat service for pattern processing.
+
+
+
+### File Changes
+
+The following files were added or modified to implement the PDF to Markdown conversion:
+
+**New files:**
+
+*   `pdf-to-markdown/`: (New directory for the PDF to Markdown module)
+    *   `pdf-to-markdown/package.json`:  Defines dependencies and build scripts for the PDF to Markdown module.
+    *   `pdf-to-markdown/tsconfig.json`: TypeScript configuration for the PDF to Markdown module.
+    *   `pdf-to-markdown/src/`: Source code directory for the PDF to Markdown module.
+        *   `pdf-to-markdown/src/index.ts`: Entry point of the PDF to Markdown module.
+        *   `pdf-to-markdown/src/PdfPipeline.ts`: Core logic for PDF to Markdown conversion pipeline.
+        *   `pdf-to-markdown/src/PdfParser.ts`:  PDF parsing logic using `pdf-parse`.
+
+*   `web/src/lib/services/PdfConversionService.ts`: (New file)
+    *   Frontend service to use the `pdf-to-markdown` module and expose `convertToMarkdown` function.
+
+**Modified files:**
+
+*   `web/src/lib/components/chat/ChatInput.svelte`:
+    *   Modified to import and use the `PdfConversionService` in the `readFileContent` function to handle PDF files.
+    *   Modified `readFileContent` to call `pdfService.convertToMarkdown` for PDF files.
+
+These file changes introduce the new PDF to Markdown conversion functionality and integrate it into the chat input component of the web interface.
+

web/src/lib/actions/clickOutside.ts

@@ -0,0 +1,15 @@
+export function clickOutside(node: HTMLElement, handler: () => void) {
+  const handleClick = (event: MouseEvent) => {
+    if (node && !node.contains(event.target as Node) && !event.defaultPrevented) {
+      handler();
+    }
+  };
+
+  document.addEventListener('click', handleClick, true);
+
+  return {
+    destroy() {
+      document.removeEventListener('click', handleClick, true);
+    }
+  };
+}

web/src/lib/components/chat/Chat.svelte

@@ -2,24 +2,113 @@
   import ChatInput from "./ChatInput.svelte";
   import ChatMessages from "./ChatMessages.svelte";
   import ModelConfig from "./ModelConfig.svelte";
-  import Models from "./Models.svelte";
-  import Patterns from "./Patterns.svelte";
+  import DropdownGroup from "./DropdownGroup.svelte";
+  import NoteDrawer from "$lib/components/ui/noteDrawer/NoteDrawer.svelte";
+  import { Button } from "$lib/components/ui/button";
+  import { Input } from "$lib/components/ui/input";
+  import { Label } from "$lib/components/ui/label";
+  import { Checkbox } from "$lib/components/ui/checkbox";
+  import Tooltip from "$lib/components/ui/tooltip/Tooltip.svelte";
+  import { Textarea } from "$lib/components/ui/textarea";
+  import { obsidianSettings } from "$lib/store/obsidian-store";
+  import { featureFlags } from "$lib/config/features";
+  import { getDrawerStore } from '@skeletonlabs/skeleton';
+  import { systemPrompt, selectedPatternName } from "$lib/store/pattern-store";
+
+  const drawerStore = getDrawerStore();
+  function openDrawer() {
+    drawerStore.open({});
+  }
+
+  $: showObsidian = $featureFlags.enableObsidianIntegration;
 </script>
 
-<div class="flex gap-4 p-2 w-full">
-  <aside class="w-1/5">
-    <div class="flex flex-col gap-2">
-      <Patterns />
-      <Models />
+<div class="flex gap-0 p-2 w-full h-screen">
+  <!-- Left Column -->
+  <aside class="w-[50%] flex flex-col gap-2 pr-2">
+    <!-- Dropdowns Group -->
+    <div class="bg-background/5 p-2 rounded-lg">
+      <div class="rounded-lg bg-background/10">
+        <DropdownGroup />
+      </div>
+    </div>
+
+    <!-- Model Config -->
+    <div class="bg-background/5 p-2 rounded-lg">
       <ModelConfig />
     </div>
+
+    <!-- Message Input -->
+    <div class="h-[200px] bg-background/5 rounded-lg overflow-hidden">
+      <ChatInput />
+    </div>
+
+    <!-- System Instructions -->
+    <div class="flex-1 min-h-0 bg-background/5 p-2 rounded-lg">
+      <div class="h-full flex flex-col">
+        <Textarea
+          bind:value={$systemPrompt}
+          readonly={true}
+          placeholder="System instructions will appear here when you select a pattern..."
+          class="w-full flex-1 bg-primary-800/30 rounded-lg border-none whitespace-pre-wrap overflow-y-auto resize-none text-sm scrollbar-thin scrollbar-thumb-white/10 scrollbar-track-transparent hover:scrollbar-thumb-white/20"
+        />
+      </div>
+    </div>
   </aside>
 
-  <div class="w-1/2">
-    <ChatInput />
-  </div>
+  <!-- Right Column -->
+  <div class="flex flex-col w-[50%] gap-2">
+    <!-- Header with Obsidian Settings -->
+    <div class="flex items-center justify-between px-2 py-1">
+      <div class="flex items-center gap-2">
+        {#if showObsidian}
+          <div class="flex items-center gap-2">
+            <div class="flex items-center gap-1">
+              <Checkbox
+                bind:checked={$obsidianSettings.saveToObsidian}
+                id="save-to-obsidian"
+                class="h-3 w-3"
+              />
+              <Label for="save-to-obsidian" class="text-xs text-white/70">Save to Obsidian</Label>
+            </div>
+            {#if $obsidianSettings.saveToObsidian}
+              <Input
+                id="note-name"
+                bind:value={$obsidianSettings.noteName}
+                placeholder="Note name..."
+                class="h-6 text-xs w-48 bg-white/5 border-none focus:ring-1 ring-white/20"
+              />
+            {/if}
+          </div>
+        {/if}
+      </div>
+      <Button variant="ghost" size="sm" class="h-6 px-2 text-xs opacity-70 hover:opacity-100" on:click={openDrawer}>
+        <Tooltip text="Take Notes" position="left">
+          <span>Take Notes</span>
+        </Tooltip>
+      </Button>
+    </div>
 
-  <div class="w-1/2">
-    <ChatMessages />
+    <!-- Chat Area -->
+    <div class="flex-1 flex flex-col min-h-0">
+      <!-- Chat History -->
+      <div class="flex-1 min-h-0 bg-background/5 rounded-lg overflow-hidden">
+        <ChatMessages />
+      </div>
+    </div>
   </div>
 </div>
+
+<NoteDrawer />
+
+<style>
+  .loading-message {
+    animation: flash 1.5s ease-in-out infinite;
+  }
+
+  @keyframes flash {
+    0% { opacity: 1; }
+    50% { opacity: 0.5; }
+    100% { opacity: 1; }
+  }
+</style>

web/src/lib/components/chat/ChatInput.svelte

@@ -2,86 +2,432 @@
   import { Button } from "$lib/components/ui/button";
   import { Textarea } from "$lib/components/ui/textarea";
   import { sendMessage, messageStore } from '$lib/store/chat-store';
-  import { systemPrompt } from '$lib/store/pattern-store';
+  import { systemPrompt, selectedPatternName } from '$lib/store/pattern-store';
   import { getToastStore } from '@skeletonlabs/skeleton';
   import { FileButton } from '@skeletonlabs/skeleton';
   import { Paperclip, Send, FileCheck } from 'lucide-svelte';
   import { onMount } from 'svelte';
+  import { get } from 'svelte/store';
+  import { getTranscript } from '$lib/services/transcriptService';
+  import { ChatService } from '$lib/services/ChatService';
+  // import { obsidianSettings } from '$lib/store/obsidian-store';
+  import { languageStore } from '$lib/store/language-store';
+  import { obsidianSettings, updateObsidianSettings } from '$lib/store/obsidian-store';
+  import { PdfConversionService } from '$lib/services/PdfConversionService';
+  
+  const pdfService = new PdfConversionService();
+  
 
+
+
+  const chatService = new ChatService();
   let userInput = "";
-  //let files: FileList;
+  let isYouTubeURL = false;
   const toastStore = getToastStore();
-
-  let files: File[] = [];
+  let files: FileList | undefined = undefined;
   let uploadedFiles: string[] = [];
   let fileContents: string[] = [];
   let isProcessingFiles = false;
-
-  async function handleFileUpload(e: Event) {
-    if (!files || files.length === 0) return;
-
-    if (uploadedFiles.length >= 5 || (uploadedFiles.length + files.length) > 5) {
-      toastStore.error('Maximum 5 files allowed');
-      return;
-    }
-
-    isProcessingFiles = true;
-    try {
-      for (let i = 0; i < files.length && uploadedFiles.length < 5; i++) {
-        const file = files[i];
-        const content = await readFileContent(file);
-        fileContents.push(content);
-        uploadedFiles = [...uploadedFiles, file.name];
-      }
-    } catch (error) {
-      toastStore.error('Error processing files: ' + error.message);
-    } finally {
-      isProcessingFiles = false;
+  let isFileIndicatorVisible = false; // Add new variable
+  let fileButtonKey = false; // Add new key variable for FileButton
+  function detectYouTubeURL(input: string): boolean {
+    const youtubePattern = /(?:https?:\/\/)?(?:www\.)?(?:youtube\.com|youtu\.be)/i;
+    const isYoutube = youtubePattern.test(input);
+    if (isYoutube) {
+      console.log('YouTube URL detected:', input);
+      console.log('Current system prompt:', $systemPrompt?.length);
+      console.log('Selected pattern:', $selectedPatternName);
     }
+    return isYoutube;
   }
 
-  function readFileContent(file: File): Promise<string> {
-    return new Promise((resolve, reject) => {
-      const reader = new FileReader();
-      reader.onload = (e) => resolve(e.target?.result as string);
-      reader.onerror = (e) => reject(new Error('Failed to read file'));
-      reader.readAsText(file);
+  function handleInput(event: Event) {
+    console.log('\n=== Handle Input ===');
+    const target = event.target as HTMLTextAreaElement;
+    userInput = target.value;
+    
+    const currentLanguage = get(languageStore);
+    
+    const languageQualifiers = {
+      '--en': 'en',
+      '--fr': 'fr',
+      '--es': 'es',
+      '--de': 'de',
+      '--zh': 'zh',
+      '--ja': 'ja'
+    };
+
+    let detectedLang = '';
+    for (const [qualifier, lang] of Object.entries(languageQualifiers)) {
+      if (userInput.includes(qualifier)) {
+        detectedLang = lang;
+        languageStore.set(lang);
+        userInput = userInput.replace(new RegExp(`${qualifier}\\s*`), '');
+        break;
+      }
+    }
+
+    console.log('2. Language state:', {
+      previousLanguage: currentLanguage,
+      currentLanguage: get(languageStore),
+      detectedOverride: detectedLang,
+      inputAfterLangRemoval: userInput
+    });
+
+    isYouTubeURL = detectYouTubeURL(userInput);
+    console.log('3. URL detection:', {
+      isYouTube: isYouTubeURL,
+      pattern: $selectedPatternName,
+      systemPromptLength: $systemPrompt?.length
     });
   }
 
-  async function handleSubmit() {
-    if (!userInput.trim()) return;
+  async function handleFileUpload(e: Event) {
+  uploadedFiles = []; // Clear uploadedFiles at the beginning
+  if (!files || files.length === 0) return;
 
+  if (uploadedFiles.length >= 5 || (uploadedFiles.length + files.length) > 5) {
+    toastStore.trigger({
+      message: 'Maximum 5 files allowed',
+      background: 'variant-filled-error'
+    });
+    return;
+  }
+
+  isProcessingFiles = true;
+  try {
+    // Add processing indicator to message store
+    messageStore.update(messages => [...messages, {
+      role: 'system',
+      content: 'Processing files...',
+      format: 'loading'
+    }]);
+
+    for (let i = 0; i < files.length && uploadedFiles.length < 5; i++) {
+      const file = files[i];
+      const content = await readFileContent(file);
+      fileContents.push(content);
+      uploadedFiles = [...uploadedFiles, file.name];
+      
+      // Update processing status per file
+      messageStore.update(messages => {
+        const newMessages = [...messages];
+        const lastMessage = newMessages[newMessages.length - 1];
+        if (lastMessage?.format === 'loading') {
+          lastMessage.content = `Processing ${file.name} (${file.type})...`;
+        }
+        return newMessages;
+      });
+    }
+
+    // Remove processing message on completion
+    messageStore.update(messages => 
+      messages.filter(m => m.format !== 'loading')
+    );
+
+  } catch (error) {
+    toastStore.trigger({
+      message: 'Error processing files: ' + (error as Error).message,
+      background: 'variant-filled-error'
+    });
+    
+    // Clean up processing message on error
+    messageStore.update(messages => 
+      messages.filter(m => m.format !== 'loading')
+    );
+  } finally {
+    isProcessingFiles = false;
+  }
+}
+
+
+  
+
+
+
+
+async function readFileContent(file: File): Promise<string> {
+  // Log initial file metadata
+  console.log('Reading file:', {
+    name: file.name,
+    type: file.type,
+    size: file.size,
+    lastModified: new Date(file.lastModified).toISOString()
+  });
+
+  // Handle PDF files
+  if (file.type === 'application/pdf') {
     try {
-      let finalContent = "";
-      if (fileContents.length > 0) {
-        finalContent += '\n\nFile Contents:\n' + fileContents.map((content, index) => 
-          `[${uploadedFiles[index]}]:\n${content}`
-        ).join('\n\n');
+      // Start PDF processing
+      console.log('Starting PDF conversion process');
+      const markdown = await pdfService.convertToMarkdown(file);
+      
+      // Validate conversion result
+      console.log('PDF conversion completed:', {
+        resultLength: markdown.length,
+        preview: markdown.substring(0, 100)
+      });
+
+      // Ensure we have valid content
+      if (!markdown || markdown.trim().length === 0) {
+        throw new Error('PDF conversion returned empty content');
       }
 
-      const trimmedInput = userInput.trim() + '\n' + (finalContent || '');
-      const trimmedSystemPrompt = $systemPrompt.trim();
-      let messageHistory = JSON.stringify($messageStore);
 
-      $systemPrompt = "";
-      userInput = "";
-      uploadedFiles = [];
-      fileContents = [];
+      
+      // Add to fileContents for pattern processing
+      fileContents.push(markdown);
+
+      // Prepare enhanced prompt with system instructions
+      const enhancedPrompt = `${$systemPrompt}\nAnalyze and process the provided content according to these instructions.`;
+      
+      // Format final content with proper labeling
+      const finalContent = `${userInput}\n\nFile Contents (PDF):\n${markdown}`;
+      
+      // Process through pattern system
+      await sendMessage(finalContent, enhancedPrompt);
+
+      return markdown;
 
-      // Place the messageHistory in the sendMessage(``) function to send the message history
-      // This is a WIP and temporarily disabled. 
-      await sendMessage(`${trimmedSystemPrompt}\n${trimmedInput}\n${finalContent}`);
     } catch (error) {
-      console.error('Chat submission error:', error);
+  console.error('PDF Conversion error:', {
+    error,
+    fileName: file.name,
+    fileSize: file.size
+  });
+  
+  const errorMessage = error instanceof Error 
+    ? error.message
+    : 'Unknown error during PDF conversion';
+    
+  throw new Error(`Failed to convert PDF ${file.name}: ${errorMessage}`);
+}
+  }
+
+  // Handle text files
+  return new Promise((resolve, reject) => {
+    const reader = new FileReader();
+    
+    reader.onload = async (e) => {
+      const content = e.target?.result as string;
+      console.log('Text file processed:', {
+        fileName: file.name,
+        contentLength: content.length,
+        preview: content.substring(0, 100)
+      });
+      // resolve(content);
+      const enhancedPrompt = `${$systemPrompt}\nAnalyze and process the provided content according to these instructions.`;
+      const finalContent = `${userInput}\n\nFile Contents (Text):\n${content}`;
+      await sendMessage(finalContent, enhancedPrompt);
+      resolve(content);
+    };
+    
+    reader.onerror = (e) => {
+      console.error('FileReader error:', {
+        error: reader.error,
+        fileName: file.name
+      });
+      reject(new Error(`Failed to read ${file.name}: ${reader.error?.message}`));
+    };
+
+    // Start reading the file
+    reader.readAsText(file);
+  });
+}
+
+
+
+
+
+  async function saveToObsidian(content: string) {
+    if (!$obsidianSettings.saveToObsidian) {
+      console.log('Obsidian saving is disabled');
+      return;
+    }
+    
+    if (!$obsidianSettings.noteName) {
       toastStore.trigger({
-        message: 'Failed to send message. Please try again.',
+        message: 'Please enter a note name in Obsidian settings',
+        background: 'variant-filled-error'
+      });
+      return;
+    }
+
+    if (!$selectedPatternName) {
+      toastStore.trigger({
+        message: 'No pattern selected',
+        background: 'variant-filled-error'
+      });
+      return;
+    }
+
+    if (!content) {
+      toastStore.trigger({
+        message: 'No content to save',
+        background: 'variant-filled-error'
+      });
+      return;
+    }
+
+    try {
+      const response = await fetch('/obsidian', {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+        },
+        body: JSON.stringify({
+          pattern: $selectedPatternName,
+          noteName: $obsidianSettings.noteName,
+          content
+        })
+      });
+
+      const responseData = await response.json();
+      
+      if (!response.ok) {
+        throw new Error(responseData.error || 'Failed to save to Obsidian');
+      }
+      // Add this after successful save
+      updateObsidianSettings({ 
+      saveToObsidian: false,  // Reset the save flag
+      noteName: ''           // Clear the note name
+      });
+      toastStore.trigger({
+        message: responseData.message || `Saved to Obsidian: ${responseData.fileName}`,
+        background: 'variant-filled-success'
+      });
+    } catch (error) {
+      console.error('Failed to save to Obsidian:', error);
+      toastStore.trigger({
+        message: error instanceof Error ? error.message : 'Failed to save to Obsidian',
         background: 'variant-filled-error'
       });
     }
   }
 
-  // Handle keyboard shortcuts
+  async function processYouTubeURL(input: string) {
+      console.log('\n=== YouTube Flow Start ===');
+      const originalLanguage = get(languageStore);
+    
+      try {
+          // Add processing message first
+          messageStore.update(messages => [...messages, {
+              role: 'system',
+              content: 'Processing YouTube video...',
+              format: 'loading'
+          }]);
+        
+          // Get transcript but don't display it
+          const { transcript } = await getTranscript(input);
+        
+          // Log system prompt BEFORE createChatRequest
+          console.log('System prompt BEFORE createChatRequest in YouTube flow:', $systemPrompt);
+
+          // Log system prompt BEFORE streamChat
+          console.log(`System prompt BEFORE streamChat in YouTube flow: ${$systemPrompt}`);
+
+          const stream = await chatService.streamChat(transcript, $systemPrompt);
+          await chatService.processStream(
+              stream,
+              (content, response) => {
+                  messageStore.update(messages => {
+                      const newMessages = [...messages];
+                      // Replace the processing message with actual content
+                      const lastMessage = newMessages[newMessages.length - 1];
+                      if (lastMessage?.format === 'loading') {
+                          newMessages.pop();
+                      }
+                      newMessages.push({
+                          role: 'assistant',
+                          content,
+                          format: response?.format
+                      });
+                      return newMessages;
+                  });
+              },
+              (error) => {
+                  messageStore.update(messages => 
+                      messages.filter(m => m.format !== 'loading')
+                  );
+                  throw error;
+              }
+          );
+
+          // Handle Obsidian saving if needed
+          if ($obsidianSettings.saveToObsidian) {
+              let lastContent = '';
+              messageStore.subscribe(messages => {
+                  const lastMessage = messages[messages.length - 1];
+                  if (lastMessage?.role === 'assistant') {
+                      lastContent = lastMessage.content;
+                  }
+              })();
+              if (lastContent) await saveToObsidian(lastContent);
+          }
+
+          userInput = "";
+          uploadedFiles = [];
+          fileContents = [];
+      } catch (error) {
+          console.error('Error processing YouTube URL:', error);
+          messageStore.update(messages => 
+              messages.filter(m => m.format !== 'loading')
+          );
+          throw error;
+      }
+  }
+
+  
+
+
+async function handleSubmit() {
+  if (!userInput.trim()) return;
+
+  try {
+    console.log('\n=== Submit Handler Start ===');
+    
+    if (isYouTubeURL) {
+      console.log('2a. Starting YouTube flow');
+      await processYouTubeURL(userInput);
+      return;
+    }
+    
+    const enhancedPrompt = fileContents.length > 0 
+      ? `${$systemPrompt}\nAnalyze and process the provided content according to these instructions.`
+      : $systemPrompt;
+    
+    // Hide raw content from display but keep it for processing
+    messageStore.update(messages => [...messages, {
+      role: 'system',
+      content: 'Processing content...',
+      format: 'loading'
+    }]);
+    
+    userInput = ""; // Reset userInput BEFORE sendMessage
+    uploadedFiles = []; // Reset uploadedFiles BEFORE sendMessage
+    fileContents = []; // Reset fileContents BEFORE sendMessage
+    fileButtonKey = !fileButtonKey; // Toggle key to force re-creation
+
+
+    const finalContent = fileContents.length > 0 
+      ? `${userInput}\n\nFile Contents (${uploadedFiles.map(f => f.endsWith('.pdf') ? 'PDF' : 'Text').join(', ')}):\n${fileContents.join('\n\n---\n\n')}`
+      : userInput;
+     
+      
+       
+
+    await sendMessage(finalContent, enhancedPrompt);
+    
+   
+    
+
+  
+  } catch (error) {
+    console.error('Chat submission error:', error);
+  }
+}
+
+
   function handleKeydown(event: KeyboardEvent) {
     if (event.key === 'Enter' && !event.shiftKey) {
       event.preventDefault();
@@ -94,60 +440,75 @@
   });
 </script>
 
-  <div class="flex flex-col gap-2 h-full">
-    <div class="flex-1 relative shadow-lg">
-      <Textarea 
-        bind:value={$systemPrompt}
-        on:input={(e) => $systemPrompt || ''}
-        placeholder="Enter system instructions..."
-        class="w-full h-full resize-none bg-primary-800/30 rounded-lg border-none"
-      />
-    </div>
-
-    <div class="flex-1 relative shadow-lg">
-      <Textarea
-        bind:value={userInput}
-        on:input={(e) => userInput}
-        on:keydown={handleKeydown}
-        placeholder="Enter your message..."
-        class="w-full h-full resize-none bg-primary-800/30 rounded-lg border-none"
-      />
-      <div class="absolute bottom-5 right-2 gap-2 flex justify-end end-7">
-
-        <FileButton
-          name="file-upload"
-          button="btn variant-default"
-          bind:files
-          on:change={handleFileUpload}
-          disabled={isProcessingFiles || uploadedFiles.length >= 5}
-        >
-          {#if uploadedFiles.length > 0}
-            <FileCheck class="w-4 h-4" />
-          {:else}
-            <Paperclip class="w-4 h-4" />
-          {/if}
-        </FileButton>
-        {#if uploadedFiles.length > 0}
-          <span class="text-sm text-gray-500 space-x-2">
+<div class="h-full flex flex-col p-2">
+  <div class="relative flex-1 min-h-0 bg-primary-800/30 rounded-lg">
+    <Textarea
+      bind:value={userInput}
+      on:input={handleInput}
+      on:keydown={handleKeydown}
+      placeholder="Enter your message (YouTube URLs will be automatically processed)..."
+      class="w-full h-full resize-none bg-transparent border-none text-sm focus:ring-0 transition-colors p-3 pb-[48px]"
+    />
+    <div class="absolute bottom-3 right-3 flex items-center gap-2">
+      <div class="flex items-center gap-2">
+        {#if isFileIndicatorVisible}
+          <span class="text-xs text-white/70">
             {uploadedFiles.length} file{uploadedFiles.length > 1 ? 's' : ''} attached
           </span>
         {/if}
-        <br>
+      {#key fileButtonKey}
+        <FileButton
+          name="file-upload"
+          button="btn-icon variant-ghost"
+          bind:files
+          on:change={handleFileUpload}
+          disabled={isProcessingFiles || uploadedFiles.length >= 5}
+          class="h-10 w-10 bg-primary-800/30 hover:bg-primary-800/50 rounded-full transition-colors"
+        >
+        <Paperclip class="w-5 h-5" /> 
+       
+        </FileButton>
+      {/key}
         <Button
           type="button"
-          variant="default"
+          variant="ghost"
+          size="icon"
           name="send"
           on:click={handleSubmit}
           disabled={isProcessingFiles || !userInput.trim()}
+          class="h-10 w-10 bg-primary-800/30 hover:bg-primary-800/50 rounded-full transition-colors disabled:opacity-30"
         >
-          <Send class="w-4 h-4" />
+          <Send class="w-5 h-5" />
         </Button>
       </div>
     </div>
   </div>
+</div>
 
 <style>
-.flex-col {
-  min-height: 0;
-}
+  :global(textarea) {
+    scrollbar-width: thin;
+    scrollbar-color: rgba(255, 255, 255, 0.2) transparent;
+  }
+
+  :global(textarea::-webkit-scrollbar) {
+    width: 6px;
+  }
+
+  :global(textarea::-webkit-scrollbar-track) {
+    background: transparent;
+  }
+
+  :global(textarea::-webkit-scrollbar-thumb) {
+    background-color: rgba(255, 255, 255, 0.2);
+    border-radius: 3px;
+  }
+
+  :global(textarea::-webkit-scrollbar-thumb:hover) {
+    background-color: rgba(255, 255, 255, 0.3);
+  }
+
+  :global(textarea::selection) {
+    background-color: rgba(255, 255, 255, 0.1);
+  }
 </style>

web/src/lib/components/chat/ChatMessages.svelte

@@ -1,44 +1,110 @@
 <script lang="ts">
   import { chatState, errorStore, streamingStore } from '$lib/store/chat-store';
-  import { afterUpdate } from 'svelte';
+  import { afterUpdate, onMount } from 'svelte';
   import { toastStore } from '$lib/store/toast-store';
   import { marked } from 'marked';
   import SessionManager from './SessionManager.svelte';
   import { fade, slide } from 'svelte/transition';
+  import { ArrowDown } from 'lucide-svelte';
+  import Modal from '$lib/components/ui/modal/Modal.svelte';
+  import PatternList from '$lib/components/patterns/PatternList.svelte';
+  import type { Message } from '$lib/interfaces/chat-interface';
+  import { get } from 'svelte/store';
+  import { selectedPatternName } from '$lib/store/pattern-store';
 
-  let messagesContainer: HTMLDivElement;
 
-  afterUpdate(() => {
+  let showPatternModal = false;
+
+  let messagesContainer: HTMLDivElement | null = null;
+  let showScrollButton = false;
+  let isUserMessage = false;
+
+  function scrollToBottom() {
     if (messagesContainer) {
-      messagesContainer.scrollTop = messagesContainer.scrollHeight;
+      messagesContainer.scrollTo({ top: messagesContainer.scrollHeight, behavior: 'smooth' });
+    }
+  }
+
+  function handleScroll() {
+    if (!messagesContainer) return;
+    const { scrollTop, scrollHeight, clientHeight } = messagesContainer;
+    showScrollButton = scrollHeight - scrollTop - clientHeight > 100;
+  }
+
+  // Watch for changes in messages
+  $: if ($chatState.messages.length > 0) {
+    const lastMessage = $chatState.messages[$chatState.messages.length - 1];
+    isUserMessage = lastMessage.role === 'user';
+    if (isUserMessage) {
+      // Only auto-scroll on user messages
+      setTimeout(scrollToBottom, 100);
+    }
+  }
+
+  onMount(() => {
+    if (messagesContainer) {
+      messagesContainer.addEventListener('scroll', handleScroll);
+      return () => {
+        if (messagesContainer) {
+          messagesContainer.removeEventListener('scroll', handleScroll);
+        }
+      };
     }
   });
 
+  // Configure marked to be synchronous
+  const renderer = new marked.Renderer();
   marked.setOptions({
     gfm: true,
     breaks: true,
+    renderer,
+    async: false
   });
 
-  function renderMarkdown(content: string, isAssistant: boolean) {
-    content = content.replace(/\\n/g, '\n');
-    if (!isAssistant) return content;
-    try {
-      return marked.parse(content);
-    } catch (error) {
-      console.error('Error rendering markdown:', error);
-      return content;
+  // New shouldRenderAsMarkdown function
+function shouldRenderAsMarkdown(message: Message): boolean {
+    const pattern = get(selectedPatternName);
+    if (pattern && message.role === 'assistant') {
+        return message.format !== 'mermaid';
     }
-  }
+    return message.role === 'assistant' && message.format !== 'plain';
+}
+
+// Keep the original renderContent function
+function renderContent(message: Message): string {
+    const content = message.content.replace(/\\n/g, '\n');
+    
+    if (shouldRenderAsMarkdown(message)) {
+        try {
+            return marked.parse(content, { async: false }) as string;
+        } catch (error) {
+            console.error('Error rendering markdown:', error);
+            return content;
+        }
+    }
+    return content;
+}
+
+
+
+  
 </script>
 
 <div class="bg-primary-800/30 rounded-lg flex flex-col h-full shadow-lg">
-  <div class="flex justify-between items-center mb-1 mt-1 flex-none">
-    <div class="flex items-center gap-2 pl-4">
-      <b class="text-sm text-muted-foreground font-bold">Chat History</b>
+  <div class="flex justify-between items-center p-3 flex-none border-b border-white/5">
+    <div>
+      <span class="text-xs text-white/70 font-medium">Chat History</span>
     </div>
     <SessionManager />
   </div>
 
+  <Modal
+    show={showPatternModal}
+    on:close={() => showPatternModal = false}
+  >
+    <PatternList on:close={() => showPatternModal = false} />
+  </Modal>
+
   {#if $errorStore}
     <div class="error-message" transition:slide>
       <div class="bg-red-100 border-l-4 border-red-500 text-red-700 p-4 mb-4" role="alert">
@@ -47,16 +113,28 @@
     </div>
   {/if}
 
-  <div class="messages-container p-4 flex-1 overflow-y-auto max-h-dvh" bind:this={messagesContainer}>
-    <div class="messages-content flex flex-col gap-4">
+  <div 
+    class="messages-container p-3 flex-1 overflow-y-auto max-h-dvh relative" 
+    bind:this={messagesContainer}
+  >
+    <div class="messages-content flex flex-col gap-3">
       {#each $chatState.messages as message}
         <div 
-          class="message-item {message.role === 'assistant' ? 'pl-4 bg-primary/5 rounded-lg p-2' : 'pr-4 ml-auto'}"
+          class="message-item {message.role === 'system' ? 'w-full bg-blue-900/20' : message.role === 'assistant' ? 'bg-primary/5 rounded-lg p-3' : 'ml-auto'}"
           transition:fade
+          class:loading-message={message.format === 'loading'}       
         >
-          <div class="message-header flex items-center gap-2 mb-1 {message.role === 'assistant' ? '' : 'justify-end'}">
-            <span class="text-xs text-muted-foreground  rounded-lg p-1 variant-glass-secondary font-bold uppercase">
-              {message.role === 'assistant' ? 'AI' : 'You'}
+
+        
+          <div class="message-header flex items-center gap-2 mb-1 {message.role === 'assistant' || message.role === 'system' ? '' : 'justify-end'}">
+            <span class="text-xs text-muted-foreground rounded-lg p-1 variant-glass-secondary font-bold uppercase">
+              {#if message.role === 'system'}
+                SYSTEM
+              {:else if message.role === 'assistant'}
+                AI
+              {:else}
+                You
+              {/if}
             </span>
             {#if message.role === 'assistant' && $streamingStore}
               <span class="loading-indicator flex gap-1">
@@ -67,9 +145,13 @@
             {/if}
           </div>
 
-          {#if message.role === 'assistant'}
-            <div class="prose prose-slate dark:prose-invert text-inherit prose-headings:text-inherit prose-pre:bg-primary/10 prose-pre:text-inherit text-sm max-w-none">
-              {@html renderMarkdown(message.content, true)}
+          {#if message.role === 'system'}
+            <div class="text-blue-300 text-sm font-semibold">
+              {message.content}
+            </div>
+          {:else if message.role === 'assistant'}
+            <div class="{shouldRenderAsMarkdown(message) ? 'prose prose-slate dark:prose-invert text-inherit prose-headings:text-inherit prose-pre:bg-primary/10 prose-pre:text-inherit' : 'whitespace-pre-wrap'} text-sm max-w-none">
+              {@html renderContent(message)}
             </div>
           {:else}
             <div class="whitespace-pre-wrap text-sm">
@@ -79,15 +161,31 @@
         </div>
       {/each}
     </div>
+    {#if showScrollButton}
+      <button
+        class="absolute bottom-4 right-4 bg-primary/20 hover:bg-primary/30 rounded-full p-2 transition-opacity"
+        on:click={scrollToBottom}
+        transition:fade
+      >
+        <ArrowDown class="w-4 h-4" />
+      </button>
+    {/if}
   </div>
 </div>
 
 <style>
-/*.chat-messages-wrapper {*/
-/*  display: flex;*/
-/*  flex-direction: column;*/
-/*  min-height: 0;*/
-/*}*/
+
+
+    :global(.loading-message) {
+        animation: flash 1.5s ease-in-out infinite;
+    }
+
+    @keyframes flash {
+        0% { opacity: 1; }
+        50% { opacity: 0.5; }
+        100% { opacity: 1; }
+    }
+
 
 .messages-container {
   flex: 1;
@@ -99,7 +197,7 @@
 .messages-content {
   display: flex;
   flex-direction: column;
-  gap: 2rem;
+  gap: 0.75rem;
 }
 
 .message-header {
@@ -130,8 +228,8 @@
 }
 
 @keyframes blink {
-0%, 100% { opacity: 0; }
-50% { opacity: 1; }
+  0%, 100% { opacity: 0; }
+  50% { opacity: 1; }
 }
 
 :global(.prose pre) {

web/src/lib/components/chat/DropdownGroup.svelte

@@ -0,0 +1,35 @@
+<script lang="ts">
+  import Patterns from "./Patterns.svelte";
+  import Models from "./Models.svelte";
+  import { Select } from "$lib/components/ui/select";
+  import { languageStore } from '$lib/store/language-store';
+
+  const languages = [
+    { code: '', name: 'Default Language' },
+    { code: 'en', name: 'English' },
+    { code: 'fr', name: 'French' },
+    { code: 'es', name: 'Spanish' },
+    { code: 'de', name: 'German' },
+    { code: 'zh', name: 'Chinese' },
+    { code: 'ja', name: 'Japanese' }
+  ];
+</script>
+
+<div class="flex flex-col gap-3">
+  <div class="w-[50%]">
+    <Patterns />
+  </div>
+  <div class="w-[50%]">
+    <Models />
+  </div>
+  <div class="w-[50%]">
+    <Select 
+      bind:value={$languageStore}
+      class="bg-primary-800/30 border-none hover:bg-primary-800/40 transition-colors"
+    >
+      {#each languages as lang}
+        <option value={lang.code}>{lang.name}</option>
+      {/each}
+    </Select>
+  </div>
+</div>

web/src/lib/components/chat/ModelConfig.svelte

@@ -1,92 +1,94 @@
 <script lang="ts">
+  export {};
   import { Label } from "$lib/components/ui/label";
   import { Slider } from "$lib/components/ui/slider";
   import { modelConfig } from "$lib/store/model-store";
-  import Transcripts from "./Transcripts.svelte";
-  import NoteDrawer from '$lib/components/ui/noteDrawer/NoteDrawer.svelte';
-  import { getDrawerStore } from '@skeletonlabs/skeleton';
-  import { Button } from '$lib/components/ui/button';
-  import { page } from '$app/stores';
-  import { beforeNavigate } from '$app/navigation';
+  import { slide } from 'svelte/transition';
+  import { cubicOut } from 'svelte/easing';
+  import { browser } from '$app/environment';
+  import { clickOutside } from '$lib/actions/clickOutside';
+  import Tooltip from "$lib/components/ui/tooltip/Tooltip.svelte";
 
-  const drawerStore = getDrawerStore();
-  function openDrawer() {
-    drawerStore.open({});
+  // Load expanded state from localStorage
+  const STORAGE_KEY = 'modelConfigExpanded';
+  let isExpanded = false;
+  if (browser) {
+    const stored = localStorage.getItem(STORAGE_KEY);
+    isExpanded = stored ? JSON.parse(stored) : false;
   }
 
-  beforeNavigate(() => {
-    drawerStore.close();
-  });
+  // Save expanded state
+  function toggleExpanded() {
+    isExpanded = !isExpanded;
+    saveState();
+  }
 
-  $: isVisible = $page.url.pathname.startsWith('/chat');
+  function saveState() {
+    if (browser) {
+      localStorage.setItem(STORAGE_KEY, JSON.stringify(isExpanded));
+    }
+  }
+
+  function handleClickOutside() {
+    if (isExpanded) {
+      isExpanded = false;
+      saveState();
+    }
+  }
+
+  const settings = [
+    { key: 'maxLength', label: 'Maximum Length', min: 1, max: 4000, step: 1, tooltip: "Maximum number of tokens in the response" },
+    { key: 'temperature', label: 'Temperature', min: 0, max: 2, step: 0.1, tooltip: "Higher values make output more random, lower values more focused" },
+    { key: 'top_p', label: 'Top P', min: 0, max: 1, step: 0.01, tooltip: "Controls diversity via nucleus sampling" },
+    { key: 'frequency', label: 'Frequency Penalty', min: 0, max: 1, step: 0.01, tooltip: "Reduces repetition of the same words" },
+    { key: 'presence', label: 'Presence Penalty', min: 0, max: 1, step: 0.01, tooltip: "Reduces repetition of similar topics" }
+  ] as const;
 </script>
 
-<div class="p-2">
-  <div class="space-y-1">
-    <Label>Maximum Length ({$modelConfig.maxLength})</Label>
-    <Slider
-      bind:value={$modelConfig.maxLength}
-      min={1}
-      max={4000}
-      step={1}
-    />
-  </div>
+<div class="w-full" use:clickOutside={handleClickOutside}>
+  <button 
+    class="w-full flex items-center py-2 px-2 hover:text-white/90 transition-colors rounded-t"
+    on:click={toggleExpanded}
+  >
+    <span class="text-sm font-semibold">Model Configuration</span>
+    <span class="transform transition-transform duration-200 opacity-70 ml-1 text-xs" class:rotate-180={isExpanded}>
+      ▼
+    </span>
+  </button>
 
-  <div class="space-y-1">
-    <Label>Temperature ({$modelConfig.temperature.toFixed(1)})</Label>
-    <Slider
-      bind:value={$modelConfig.temperature}
-      min={0}
-      max={2}
-      step={0.1}
-    />
-  </div>
-
-  <div class="space-y-1">
-    <Label>Top P ({$modelConfig.top_p.toFixed(2)})</Label>
-    <Slider
-      bind:value={$modelConfig.top_p}
-      min={0}
-      max={1}
-      step={0.01}
-    />
-  </div>
-
-  <div class="space-y-1">
-    <Label>Frequency Penalty ({$modelConfig.frequency.toFixed(2)})</Label>
-    <Slider
-      bind:value={$modelConfig.frequency}
-      min={0}
-      max={1}
-      step={0.01}
-    />
-  </div>
-
-  <div class="space-y-1">
-    <Label>Presence Penalty ({$modelConfig.presence.toFixed(2)})</Label>
-    <Slider
-      bind:value={$modelConfig.presence}
-      min={0}
-      max={1}
-      step={0.01}
-    />
-  </div>
-  <br>
-  <div class="space-y-1">
-    <Transcripts />
-  </div>
-
-  <div class="flex flex-col gap-2">
-    {#if isVisible}
-      <div class="flex text-inherit justify-start mt-2">
-        <Button
-          variant="primary"
-          class="btn border variant-filled-primary text-align-center"
-          on:click={openDrawer}
-        >Open Drawer
-        </Button>
+  {#if isExpanded}
+    <div 
+      class="pt-2 px-2 space-y-3"
+      transition:slide={{ 
+        duration: 200,
+        easing: cubicOut,
+      }}
+    >
+      {#each settings as setting}
+      <div class="group">
+        <div class="flex justify-between items-center mb-0.5">
+          <Tooltip text={setting.tooltip} position="right">
+            <Label class="text-[10px] text-white/70 cursor-help group-hover:text-white/90 transition-colors">{setting.label}</Label>
+          </Tooltip>
+          <span class="text-[10px] font-mono text-white/50 group-hover:text-white/70 transition-colors">
+            {typeof $modelConfig[setting.key] === 'number' ? $modelConfig[setting.key].toFixed(2) : $modelConfig[setting.key]}
+          </span>
+        </div>
+        <Slider
+          bind:value={$modelConfig[setting.key]}
+          min={setting.min}
+          max={setting.max}
+          step={setting.step}
+          class="h-3 group-hover:opacity-90 transition-opacity"
+        />
       </div>
-      <NoteDrawer />
-    {/if}
-  </div>
+      {/each}
+    </div>
+  {/if}
 </div>
+
+<style>
+  :global(.slider) {
+    height: 0.75rem !important;
+  }
+</style>

web/src/lib/components/chat/Models.svelte

@@ -9,8 +9,9 @@
 </script>
 
 <div class="min-w-0">
-  <Select 
+  <Select
     bind:value={$modelConfig.model}
+    class="bg-primary-800/30 border-none hover:bg-primary-800/40 transition-colors"
   >
     <option value="">Default Model</option>
     {#each $availableModels as model (model.name)}

web/src/lib/components/chat/Patterns.svelte

@@ -1,13 +1,38 @@
 <script lang="ts">
   import { onMount } from 'svelte';
   import { Select } from "$lib/components/ui/select";
-  import { patterns, patternAPI } from "$lib/store/pattern-store";
+  import { patterns, patternAPI, systemPrompt, selectedPatternName } from "$lib/store/pattern-store";
+  import { get } from 'svelte/store';
 
-  let selectedPreset = "";
+  let selectedPreset = $selectedPatternName || "";
 
+  // Subscribe to selectedPatternName changes
+  selectedPatternName.subscribe(value => {
+    if (value && value !== selectedPreset) {
+      console.log('Pattern selected from modal:', value);
+      selectedPreset = value;
+    }
+  });
+
+  // Watch selectedPreset changes
   $: if (selectedPreset) {
-    console.log('Pattern selected:', selectedPreset);
-    patternAPI.selectPattern(selectedPreset);
+    console.log('Pattern selected from dropdown:', selectedPreset);
+    try {
+      patternAPI.selectPattern(selectedPreset);
+      // Verify the selection
+      const currentSystemPrompt = get(systemPrompt);
+      const currentPattern = get(selectedPatternName);
+      console.log('After dropdown selection - Pattern:', currentPattern);
+      console.log('After dropdown selection - System Prompt length:', currentSystemPrompt?.length);
+      
+      if (!currentPattern || !currentSystemPrompt) {
+        console.error('Pattern selection verification failed:');
+        console.error('- Selected Pattern:', currentPattern);
+        console.error('- System Prompt:', currentSystemPrompt);
+      }
+    } catch (error) {
+      console.error('Error in pattern selection:', error);
+    }
   }
 
     onMount(async () => {
@@ -16,12 +41,13 @@
 </script>
 
 <div class="min-w-0">
-  <Select 
+  <Select
     bind:value={selectedPreset}
-  > 
+    class="bg-primary-800/30 border-none hover:bg-primary-800/40 transition-colors"
+  >
     <option value="">Load a pattern...</option>
     {#each $patterns as pattern}
-      <option value={pattern.Name}>{pattern.Description}</option>
+      <option value={pattern.Name}>{pattern.Name}</option>
     {/each}
   </Select>
 </div>

web/src/lib/components/chat/Transcripts.svelte

@@ -1,7 +1,7 @@
 <script lang='ts'>
   import { getToastStore } from '@skeletonlabs/skeleton';
   import { Button } from "$lib/components/ui/button";
-  import Input from '$lib/components/ui/input/input.svelte';
+  import Input from '$lib/components/ui/input/Input.svelte';
   import { Toast } from '@skeletonlabs/skeleton';
 
   let url = '';
@@ -75,7 +75,6 @@
 
 <div class="flex gap-2">
   <Input
-    type="text"
     bind:value={url}
     placeholder="YouTube URL"
     class="flex-1 rounded-full border bg-background px-4"

web/src/lib/components/home/Header.svelte

@@ -1,13 +1,18 @@
 <script lang="ts">
   import { page } from '$app/stores';
-  import { Sun, Moon, Menu, X, Github } from 'lucide-svelte';
+  import { Sun, Moon, Menu, X, Github, FileText } from 'lucide-svelte';
   import { Avatar } from '@skeletonlabs/skeleton';
   import { fade } from 'svelte/transition';
   import { theme, cycleTheme, initTheme } from '$lib/store/theme-store';
-    // import { goto } from '$app/navigation';
   import { onMount } from 'svelte';
+  import Modal from '$lib/components/ui/modal/Modal.svelte';
+  import PatternList from '$lib/components/patterns/PatternList.svelte';
+  import HelpModal from '$lib/components/ui/help/HelpModal.svelte';
+  import { selectedPatternName } from '$lib/store/pattern-store';
 
   let isMenuOpen = false;
+  let showPatternModal = false;
+  let showHelpModal = false;
 
   function goToGithub() {
     window.open('https://github.com/danielmiessler/fabric', '_blank');
@@ -66,6 +71,15 @@
     </nav>
 
     <div class="flex items-center gap-2">
+      <button name="pattern-description"
+        on:click={() => showPatternModal = true}
+        class="inline-flex h-9 items-center justify-center rounded-full border bg-background px-3 text-sm font-medium transition-colors hover:bg-accent hover:text-accent-foreground gap-2"
+        aria-label="Pattern Description"
+      >
+        <FileText class="h-4 w-4" />
+        <span>Pattern Description</span>
+      </button>
+
       <button name="github"
         on:click={goToGithub}
         class="inline-flex h-9 w-9 items-center justify-center rounded-full border bg-background text-sm font-medium transition-colors hover:bg-accent hover:text-accent-foreground"
@@ -88,6 +102,15 @@
         <span class="sr-only">Toggle theme</span>
       </button>
 
+      <button name="help"
+        on:click={() => showHelpModal = true}
+        class="inline-flex h-9 w-9 items-center justify-center rounded-full border bg-background text-sm font-medium transition-colors hover:bg-accent hover:text-accent-foreground ml-3"
+        aria-label="Help"
+      >
+        <span class="text-xl font-bold text-white/90 hover:text-white">?</span>
+        <span class="sr-only">Help</span>
+      </button>
+
       <!-- Mobile Menu Button -->
       <button name="toggle-menu"
         class="inline-flex h-9 w-9 items-center justify-center rounded-lg border bg-background text-sm font-medium transition-colors hover:bg-accent hover:text-accent-foreground md:hidden"
@@ -121,3 +144,25 @@
     </div>
   {/if}
 </header>
+
+<Modal
+  show={showPatternModal}
+  on:close={() => showPatternModal = false}
+>
+  <PatternList
+    on:close={() => showPatternModal = false}
+    on:select={(e) => {
+      selectedPatternName.set(e.detail);
+      showPatternModal = false;
+    }}
+  />
+</Modal>
+
+<Modal
+  show={showHelpModal}
+  on:close={() => showHelpModal = false}
+>
+  <HelpModal
+    on:close={() => showHelpModal = false}
+  />
+</Modal>

web/src/lib/components/patterns/PatternList.svelte

@@ -0,0 +1,209 @@
+<script lang="ts">
+  import { onMount, createEventDispatcher } from 'svelte';
+  import { get } from 'svelte/store';
+  import type { Pattern } from '$lib/interfaces/pattern-interface';
+  import { favorites } from '$lib/store/favorites-store';
+  import { patterns, patternAPI, systemPrompt, selectedPatternName } from '$lib/store/pattern-store';
+  import { Input } from "$lib/components/ui/input";
+  import TagFilterPanel from './TagFilterPanel.svelte';
+  
+  let tagFilterRef: TagFilterPanel;
+
+
+  const dispatch = createEventDispatcher<{
+    close: void;
+    select: string;
+    tagsChanged: string[];  // Add this line
+}>();
+
+
+let patternsContainer: HTMLDivElement;
+let sortBy: 'alphabetical' | 'favorites' = 'alphabetical';
+let searchText = ""; // For pattern filtering
+let selectedTags: string[] = [];
+
+// First filter patterns by both text and tags
+// First filter patterns by both text and tags
+$: filteredPatterns = $patterns
+    .filter((p: Pattern) => 
+        p.Name.toLowerCase().includes(searchText.toLowerCase())
+    )
+    .filter((p: Pattern) => 
+        selectedTags.length === 0 || 
+        (p.tags && selectedTags.every(tag => p.tags.includes(tag)))
+    );
+
+// Then sort the filtered patterns
+$: sortedPatterns = sortBy === 'alphabetical'
+    ? [...filteredPatterns].sort((a: Pattern, b: Pattern) => a.Name.localeCompare(b.Name))
+    : [
+        ...filteredPatterns.filter((p: Pattern) => $favorites.includes(p.Name)).sort((a: Pattern, b: Pattern) => a.Name.localeCompare(b.Name)),
+        ...filteredPatterns.filter((p: Pattern) => !$favorites.includes(p.Name)).sort((a: Pattern, b: Pattern) => a.Name.localeCompare(b.Name))
+    ];
+
+
+function handleTagFilter(event: CustomEvent<string[]>) {
+    selectedTags = event.detail;
+}
+
+
+  onMount(async () => {
+    try {
+      await patternAPI.loadPatterns();
+    } catch (error) {
+      console.error('Error loading patterns:', error);
+    }
+  });
+
+  function toggleFavorite(name: string) {
+    favorites.toggleFavorite(name);
+  }
+
+  
+ 
+
+
+
+</script>
+
+<div class="bg-primary-800 rounded-lg flex flex-col h-[85vh] w-[600px] shadow-lg relative">
+
+  <div class="flex flex-col border-b border-primary-700/30">
+    <div class="flex justify-between items-center p-4">
+        <b class="text-lg text-muted-foreground font-bold">Pattern Descriptions</b>
+        <button
+            on:click={() => dispatch('close')}
+            class="text-muted-foreground hover:text-primary-300 transition-colors"
+        >
+            ✕
+        </button>
+    </div>
+    
+    <div class="px-4 pb-4 flex items-center justify-between">
+        <div class="flex gap-4">
+            <label class="flex items-center gap-2 text-sm text-muted-foreground">
+                <input
+                    type="radio"
+                    bind:group={sortBy}
+                    value="alphabetical"
+                    class="radio"
+                >
+                Alphabetical
+            </label>
+            <label class="flex items-center gap-2 text-sm text-muted-foreground">
+                <input
+                    type="radio"
+                    bind:group={sortBy}
+                    value="favorites"
+                    class="radio"
+                >
+                Favorites First
+            </label>
+        </div>
+        <div class="w-64 mr-4">
+            <Input
+                bind:value={searchText}
+                placeholder="Search patterns..."
+                class="text-emerald-900"
+            />
+        </div>
+    </div>
+
+    <!-- New tag display section -->
+    <div class="px-4 pb-2">
+      <div class="text-sm text-white/70 bg-primary-700/30 rounded-md p-2 flex justify-between items-center">
+          <div>Tags: {selectedTags.length ? selectedTags.join(', ') : 'none'}</div>
+          <button 
+              class="px-2 py-1 text-xs text-white/70 bg-primary-600/30 rounded hover:bg-primary-600/50 transition-colors"
+              on:click={() => {
+                  selectedTags = [];
+                  dispatch('tagsChanged', selectedTags);
+              }}
+          >
+              reset
+          </button>
+      </div>
+  </div>
+  
+  
+</div>
+
+
+  <TagFilterPanel 
+  patterns={$patterns} 
+  on:tagsChanged={handleTagFilter}
+  bind:this={tagFilterRef}
+/>
+
+  <div
+    class="patterns-container p-4 flex-1 overflow-y-auto"
+    bind:this={patternsContainer}
+  >
+    <div class="patterns-list space-y-2">
+      {#each sortedPatterns as pattern}
+      <div class="pattern-item bg-primary/10 rounded-lg p-3">
+        <div class="flex justify-between items-start gap-4 mb-2">
+            <button
+                class="text-xl font-bold text-primary-300 hover:text-primary-100 cursor-pointer transition-colors text-left w-full"
+                on:click={() => {
+                    console.log('Selecting pattern:', pattern.Name);
+                    patternAPI.selectPattern(pattern.Name);
+                    searchText = ""; 
+                    tagFilterRef.reset();
+                    dispatch('select', pattern.Name);
+                    dispatch('close');
+                }}
+                on:keydown={(e) => {
+                    if (e.key === 'Enter' || e.key === ' ') {
+                        e.preventDefault();
+                        e.currentTarget.click();
+                    }
+                }}
+            >
+                {pattern.Name}
+            </button>
+            <button
+                class="text-muted-foreground hover:text-primary-300 transition-colors"
+                on:click={() => toggleFavorite(pattern.Name)}
+            >
+                {#if $favorites.includes(pattern.Name)}
+                    ★
+                {:else}
+                    ☆
+                {/if}
+            </button>
+        </div>
+        <p class="text-sm text-muted-foreground break-words leading-relaxed">{pattern.Description}</p>
+    </div>
+    
+      {/each}
+    </div>
+  </div>
+</div>
+
+<style>
+  .patterns-container {
+    flex: 1;
+    overflow-y: auto;
+    scrollbar-width: thin;
+    -ms-overflow-style: thin;
+  }
+
+  .patterns-list {
+    display: flex;
+    flex-direction: column;
+    width: 100%;
+    max-width: 560px;
+    margin: 0 auto;
+  }
+
+  .pattern-item {
+    display: flex;
+    flex-direction: column;
+    border-bottom: 1px solid rgba(255, 255, 255, 0.1);
+  }
+
+  .pattern-item:last-child {
+    border-bottom: none;
+  }
+</style>

web/src/lib/components/patterns/TagFilterPanel.svelte

@@ -0,0 +1,194 @@
+<script lang="ts">
+    import type { Pattern } from '$lib/interfaces/pattern-interface';
+    import { createEventDispatcher } from 'svelte';
+    
+    const dispatch = createEventDispatcher<{
+        tagsChanged: string[];
+    }>();
+
+    export let patterns: Pattern[];
+    let selectedTags: string[] = [];
+    let isExpanded = false;
+
+    // Add console log to see what tags we're getting
+    $: console.log('Available tags:', Array.from(new Set(patterns.flatMap(p => p.tags))));
+
+     // Add these debug logs
+     $: console.log('Patterns received:', patterns);
+    $: console.log('Tags extracted:', patterns.map(p => p.tags));
+    $: console.log('Panel expanded:', isExpanded);
+
+    function toggleTag(tag: string) {
+        selectedTags = selectedTags.includes(tag)
+            ? selectedTags.filter(t => t !== tag)
+            : [...selectedTags, tag];
+        dispatch('tagsChanged', selectedTags);
+    }
+
+    function togglePanel() {
+        isExpanded = !isExpanded;
+    }
+
+    export function reset() {
+        selectedTags = [];
+        isExpanded = false;
+        dispatch('tagsChanged', selectedTags);
+    }
+</script>
+
+<div class="tag-panel {isExpanded ? 'expanded' : ''}" style="z-index: 50">
+    <div class="panel-header">
+        <button class="close-btn" on:click={togglePanel}>
+            {isExpanded ? 'Close Filter Tags ◀' : 'Open Filter Tags ▶'}
+        </button>
+        
+    </div>
+    
+    <div class="panel-content">
+        <div class="reset-container">
+            <button 
+                class="reset-btn"
+                on:click={() => {
+                    selectedTags = [];
+                    dispatch('tagsChanged', selectedTags);
+                }}
+            >
+                Reset All Tags
+            </button>
+        </div>
+        {#each Array.from(new Set(patterns.flatMap(p => p.tags))).sort() as tag}
+            <button 
+                class="tag-brick {selectedTags.includes(tag) ? 'selected' : ''}"
+                on:click={() => toggleTag(tag)}
+            >
+                {tag}
+            </button>
+        {/each}
+    </div>
+</div>
+<style>
+   .tag-panel {
+    position: fixed;  /* Change to fixed positioning */
+    left: calc(50% + 300px); /* Position starts after modal's right edge */
+    top: 50%;
+    transform: translateY(-50%);
+    width: 300px;
+    transition: left 0.3s ease;
+}
+
+.tag-panel.expanded {
+    left: calc(50% + 360px); /* Final position just to the right of modal */
+}
+
+
+    .panel-content {
+    display: none;
+    padding: 12px;
+    flex-wrap: wrap;
+    gap: 6px;
+    max-height: 80vh;
+    overflow-y: auto;
+    grid-template-columns: repeat(3, 1fr);
+}
+
+.tag-brick {
+    padding: 4px 8px;
+    font-size: 0.8rem;
+    border-radius: 12px;
+    background: rgba(255,255,255,0.1);
+    cursor: pointer;
+    white-space: nowrap;
+    text-overflow: ellipsis;
+    overflow: hidden;
+}
+
+
+.reset-container {
+    width: 100%;
+    padding-bottom: 8px;
+    margin-bottom: 8px;
+    border-bottom: 1px solid rgba(255,255,255,0.1);
+}
+
+.reset-btn {
+    width: 100%;
+    padding: 6px;
+    font-size: 0.8rem;
+    color: var(--primary-300);
+    background: rgba(255,255,255,0.05);
+    border-radius: 4px;
+    transition: all 0.2s;
+}
+
+.reset-btn:hover {
+    background: rgba(255,255,255,0.1);
+}
+
+
+
+    .expanded .panel-content {
+        display: flex;
+    }
+
+
+   /*  .toggle-btn {
+    position: absolute;
+    left: -30px;
+    top: 50%;
+    transform: translateY(-50%);
+    padding: 8px;
+    background: var(--primary-800);
+    border-radius: 4px 0 0 4px;
+    cursor: pointer;
+    display: flex;
+    align-items: center;
+    gap: 4px;
+    font-size: 0.9rem;
+    box-shadow: -2px 0 5px rgba(0,0,0,0.2); 
+} */
+
+
+.panel-header {
+    padding: 8px;
+    border-bottom: 1px solid rgba(255,255,255,0.1);
+}
+
+.close-btn {
+    width: auto;
+    padding: 6px;
+    position: absolute;
+    font-size: 0.8rem;
+    color: var(--primary-300);
+    background: rgba(255,255,255,0.05);
+    border-radius: 4px;
+    transition: all 0.2s;
+    text-align: left;
+}
+
+/* Position for 'Open Filter Tags' */
+.tag-panel:not(.expanded) .close-btn {
+    top: -290px;  /* Moves up to search bar level */
+    margin-left: 10px;
+}
+
+/* Position for 'Close Filter Tags' */
+.expanded .close-btn {
+    position: relative;
+    top: 0;
+    margin-left: -50px;
+}
+
+
+
+
+.close-btn:hover {
+    background: rgba(255,255,255,0.1);
+}
+
+   
+
+    .tag-brick.selected {
+        background: var(--primary-300);
+    }
+</style>
+

web/src/lib/components/settings/LanguageSelector.svelte

@@ -0,0 +1,27 @@
+<script lang="ts">
+  import { Label } from "$lib/components/ui/label";
+  import { Select } from "$lib/components/ui/select";
+  import { languageStore } from '$lib/store/language-store';
+
+  let selectedLanguage = $languageStore;
+  $: languageStore.set(selectedLanguage);
+
+  const languages = [
+    { code: '', name: 'Default' },
+    { code: 'en', name: 'English' },
+    { code: 'fr', name: 'French' },
+    { code: 'es', name: 'Spanish' },
+    { code: 'de', name: 'German' },
+    { code: 'zh', name: 'Chinese' },
+    { code: 'ja', name: 'Japanese' }
+  ];
+</script>
+
+<div class="flex flex-col gap-2">
+  <Label>Language</Label>
+  <Select bind:value={selectedLanguage}>
+    {#each languages as lang}
+      <option value={lang.code}>{lang.name}</option>
+    {/each}
+  </Select>
+</div>