Update version to v1.4.65 and commit

Merge pull request #1045 from Fenicio/patch-1
Update patterns/analyze_answers/system.md - Fixed a bunch of typos
2026-01-09 22:38:10 -05:00 · 2024-10-16 13:27:28 +00:00 · 2024-10-16 16:27:14 +03:00 · 2024-10-15 08:53:26 +02:00 · 2024-10-14 18:17:37 +00:00 · 2024-10-14 14:17:19 -04:00
61 changed files with 1102 additions and 462 deletions
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -94,11 +94,19 @@ jobs:
          path: fabric-windows-${{ matrix.arch }}.exe

      - name: Get latest tag
+        if: matrix.os != 'windows-latest'
        id: get_latest_tag
        run: |
          latest_tag=$(git tag --sort=-creatordate | head -n 1)
          echo "latest_tag=$latest_tag" >> $GITHUB_ENV

+      - name: Get latest tag
+        if: matrix.os == 'windows-latest'
+        id: get_latest_tag_windows
+        run: |
+          $latest_tag = git tag --sort=-creatordate | Select-Object -First 1
+          Add-Content -Path $env:GITHUB_ENV -Value "latest_tag=$latest_tag"
+
      - name: Create release if it doesn't exist
        env:
          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
--- a/README.md
+++ b/README.md
@@ -50,25 +50,26 @@

 ## Updates

-> [!NOTE] 
-September 15, 2024 — Lots of new stuff!
-> * Fabric now supports calling the new `o1-preview` model using the `-r` switch (which stands for raw. Normal queries won't work with `o1-preview` because they disabled System access and don't allow us to set `Temperature`.
-> * We have early support for Raycast! Under the `/patterns` directory there's a `raycast` directory with scripts that can be called from Raycast. If you add a scripts directory within Raycast and point it to your `~/.config/fabric/patterns/raycast` directory, you'll then be able to 1) invoke Raycast, type the name of the script, and then 2) paste in the content to be passed, and the results will return in Raycast. There's currently only one script in there but I am (Daniel) adding more.
-> * **Go Migration: The following command line options were changed during the migration to Go:**
-> * You now need to use the -c option instead of -C to copy the result to the clipboard.
-> * You now need to use the -s option instead of -S to stream results in realtime.
-> * The following command line options have been removed `--agents` (-a), `--gui`, `--clearsession`, `--remoteOllamaServer`, and `--sessionlog`
-> * You can now use (-S) to configure an Ollama server.
-> * **We're working on a GUI rewrite in Go as well**
+> [!NOTE]
+> September 15, 2024 — Lots of new stuff!
+>
+> - Fabric now supports calling the new `o1-preview` model using the `-r` switch (which stands for raw. Normal queries won't work with `o1-preview` because they disabled System access and don't allow us to set `Temperature`.
+> - We have early support for Raycast! Under the `/patterns` directory there's a `raycast` directory with scripts that can be called from Raycast. If you add a scripts directory within Raycast and point it to your `~/.config/fabric/patterns/raycast` directory, you'll then be able to 1) invoke Raycast, type the name of the script, and then 2) paste in the content to be passed, and the results will return in Raycast. There's currently only one script in there but I am (Daniel) adding more.
+> - **Go Migration: The following command line options were changed during the migration to Go:**
+> - You now need to use the -c option instead of -C to copy the result to the clipboard.
+> - You now need to use the -s option instead of -S to stream results in realtime.
+> - The following command line options have been removed `--agents` (-a), `--gui`, `--clearsession`, `--remoteOllamaServer`, and `--sessionlog`
+> - You can now use (-S) to configure an Ollama server.
+> - **We're working on a GUI rewrite in Go as well**

 ## Intro videos

 Keep in mind that many of these were recorded when Fabric was Python-based, so remember to use the current [install instructions](#Installation) below.

-* [Network Chuck](https://www.youtube.com/watch?v=UbDyjIIGaxQ)
-* [David Bombal](https://www.youtube.com/watch?v=vF-MQmVxnCs)
-* [My Own Intro to the Tool](https://www.youtube.com/watch?v=wPEyyigh10g)
-* [More Fabric YouTube Videos](https://www.youtube.com/results?search_query=fabric+ai)
+- [Network Chuck](https://www.youtube.com/watch?v=UbDyjIIGaxQ)
+- [David Bombal](https://www.youtube.com/watch?v=vF-MQmVxnCs)
+- [My Own Intro to the Tool](https://www.youtube.com/watch?v=wPEyyigh10g)
+- [More Fabric YouTube Videos](https://www.youtube.com/results?search_query=fabric+ai)

 ## What and why

@@ -124,10 +125,10 @@ curl -L https://github.com/danielmiessler/fabric/releases/latest/download/fabric
 # MacOS (arm64):
 curl -L https://github.com/danielmiessler/fabric/releases/latest/download/fabric-darwin-arm64 > fabric && chmod +x fabric && ./fabric --version

-# MacOS (amd64): 
+# MacOS (amd64):
 curl -L https://github.com/danielmiessler/fabric/releases/latest/download/fabric-darwin-amd64 > fabric && chmod +x fabric && ./fabric --version

-# Linux (amd64): 
+# Linux (amd64):
 curl -L https://github.com/danielmiessler/fabric/releases/latest/download/fabric-linux-amd64 > fabric && chmod +x fabric && ./fabric --version

 # Linux (arm64):
@@ -148,6 +149,7 @@ go install github.com/danielmiessler/fabric@latest
 You may need to set some environment variables in your `~/.bashrc` on linux or `~/.zshrc` file on mac to be able to run the `fabric` command. Here is an example of what you can add:

 For Intel based macs or linux
+
 ```bash
 # Golang environment variables
 export GOROOT=/usr/local/go
@@ -158,6 +160,7 @@ export PATH=$GOPATH/bin:$GOROOT/bin:$HOME/.local/bin:$PATH
 ```

 for Apple Silicon based macs
+
 ```bash
 # Golang environment variables
 export GOROOT=$(brew --prefix go)/libexec
@@ -166,13 +169,15 @@ export PATH=$GOPATH/bin:$GOROOT/bin:$HOME/.local/bin:$PATH
 ```

 ### Setup
+
 Now run the following command
+
 ```bash
 # Run the setup to set up your directories and keys
 fabric --setup
 ```
-If everything works you are good to go.

+If everything works you are good to go.

 ### Migration

@@ -195,11 +200,13 @@ Then [set your environmental variables](#environmental-variables) as shown above
 ### Upgrading

 The great thing about Go is that it's super easy to upgrade. Just run the same command you used to install it in the first place and you'll always get the latest version.
+
 ```bash
 go install -ldflags "-X main.version=$(git describe --tags --always)" github.com/danielmiessler/fabric@latest
 ```

 ## Usage
+
 Once you have it all set up, here's how to use it.

 ```bash
@@ -207,49 +214,52 @@ fabric -h
 ```

 ```bash
-usage: fabric -h
+
 Usage:
  fabric [OPTIONS]

 Application Options:
-  -p, --pattern=                    Choose a pattern
-  -v, --variable=                   Values for pattern variables, e.g. -v=$name:John -v=$age:30
-  -C, --context=                    Choose a context
-      --session=                    Choose a session
-  -S, --setup                       Run setup for all reconfigurable parts of fabric
-      --setup-skip-patterns         Run setup for all reconfigurable parts of fabric, but skip update fabric patterns.
-      --setup-vendor=               Run Setup for specific vendor, one of Ollama, OpenAI, Anthropic, Azure, Gemini, Groq, Mistral, OpenRouter, SiliconCloud. E.g. fabric --setup-vendor=OpenAI
-  -t, --temperature=                Set temperature (default: 0.7)
-  -T, --topp=                       Set top P (default: 0.9)
-  -s, --stream                      Stream
-  -P, --presencepenalty=            Set presence penalty (default: 0.0)
-  -r, --raw                         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
-  -F, --frequencypenalty=           Set frequency penalty (default: 0.0)
-  -l, --listpatterns                List all patterns
-  -L, --listmodels                  List all available models
-  -x, --listcontexts                List all contexts
-  -X, --listsessions                List all sessions
-  -U, --updatepatterns              Update patterns
-  -c, --copy                        Copy to clipboard
-  -m, --model=                      Choose model
-  -o, --output=                     Output to file
-  -n, --latest=                     Number of latest patterns to list (default: 0)
-  -d, --changeDefaultModel          Change default model
-  -y, --youtube=                    YouTube video "URL" to grab transcript, comments from it and send to chat
-      --transcript                  Grab transcript from YouTube video and send to chat (it used per default).
-      --comments                    Grab comments from YouTube video and send to chat
-  -g, --language=                   Specify the Language Code for the chat, e.g. -g=en -g=zh
-  -u, --scrape_url=                 Scrape website URL to markdown using Jina AI
-  -q, --scrape_question=            Search question using Jina AI
-  -e, --seed=                       Seed to be used for LMM generation
-  -w, --wipecontext=                Wipe context
-  -W, --wipesession=                Wipe session
-      --readability                 Convert HTML input into a clean, readable view
-      --dry-run                     Show what would be sent to the model without actually sending it
-      --version                     Print current version
+  -p, --pattern=             Choose a pattern from the available patterns
+  -v, --variable=            Values for pattern variables, e.g. -v=#role:expert -v=#points:30"
+  -C, --context=             Choose a context from the available contexts
+      --session=             Choose a session from the available sessions
+  -S, --setup                Run setup for all reconfigurable parts of fabric
+      --setup-skip-patterns  Run Setup for all reconfigurable parts of fabric except patterns update
+      --setup-vendor=        Run Setup for specific vendor, one of Ollama, OpenAI, Anthropic, Azure, Gemini, Groq, Mistral, OpenRouter, SiliconCloud. E.g. fabric --setup-vendor=OpenAI
+  -t, --temperature=         Set temperature (default: 0.7)
+  -T, --topp=                Set top P (default: 0.9)
+  -s, --stream               Stream
+  -P, --presencepenalty=     Set presence penalty (default: 0.0)
+  -r, --raw                  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.
+  -F, --frequencypenalty=    Set frequency penalty (default: 0.0)
+  -l, --listpatterns         List all patterns
+  -L, --listmodels           List all available models
+  -x, --listcontexts         List all contexts
+  -X, --listsessions         List all sessions
+  -U, --updatepatterns       Update patterns
+  -c, --copy                 Copy to clipboard
+  -m, --model=               Choose model
+  -o, --output=              Output to file
+      --output-session       Output the entire session (also a temporary one) to the output file
+  -n, --latest=              Number of latest patterns to list (default: 0)
+  -d, --changeDefaultModel   Change default model
+  -y, --youtube=             YouTube video "URL" to grab transcript, comments from it and send to chat
+      --transcript           Grab transcript from YouTube video and send to chat (it used per default).
+      --comments             Grab comments from YouTube video and send to chat
+  -g, --language=            Specify the Language Code for the chat, e.g. -g=en -g=zh
+  -u, --scrape_url=          Scrape website URL to markdown using Jina AI
+  -q, --scrape_question=     Search question using Jina AI
+  -e, --seed=                Seed to be used for LMM generation
+  -w, --wipecontext=         Wipe context
+  -W, --wipesession=         Wipe session
+      --printcontext=        Print context
+      --printsession=        Print session
+      --readability          Convert HTML input into a clean, readable view
+      --dry-run              Show what would be sent to the model without actually sending it
+      --version              Print current version

 Help Options:
-  -h, --help                        Show this help message
+  -h, --help                 Show this help message

 ```

@@ -290,7 +300,7 @@ pbpaste | fabric --stream --pattern analyze_claims
 3. Run the `extract_wisdom` Pattern with the `--stream` option to get immediate and streaming results from any Youtube video (much like in the original introduction video).

 ```bash
-fabric -y "https://youtube.com/watch?v=uXs-zPc63kM" | --stream --pattern extract_wisdom
+fabric -y "https://youtube.com/watch?v=uXs-zPc63kM" --stream --pattern extract_wisdom
 ```

 4. Create patterns- you must create a .md file with the pattern and save it to ~/.config/fabric/patterns/[yourpatternname].
@@ -314,7 +324,7 @@ The wisdom of crowds for the win.

 You may want to use Fabric to create your own custom Patterns—but not share them with others. No problem!

-Just make a directory in `~/.config/custompatterns/` (or wherever) and put your `.md` files in there. 
+Just make a directory in `~/.config/custompatterns/` (or wherever) and put your `.md` files in there.

 When you're ready to use them, copy them into:

@@ -324,9 +334,16 @@ When you're ready to use them, copy them into:

 You can then use them like any other Patterns, but they won't be public unless you explicitly submit them as Pull Requests to the Fabric project. So don't worry—they're private to you.

-
 This feature works with all openai and ollama models but does NOT work with claude. You can specify your model with the -m flag

+## sessions
+
+Fabric also allows for persistant sessions. A session is a way to keep track of the context of a conversation. You can create a session with the --session flag and then use that session with the --session flag in subsequent calls. This is useful for keeping track of the context of a conversation.
+
+```bash
+pbpaste | fabric --pattern summarize --session mysession
+```
+
 ## Helper Apps

 Fabric also makes use of some core helper apps (tools) to make it easier to integrate with your various workflows. Here are some examples:
@@ -371,6 +388,7 @@ Make sure you have a LaTeX distribution (like TeX Live or MiKTeX) installed on y
 - _Joseph Thacker_ for the idea of a `-c` context flag that adds pre-created context in the `./config/fabric/` directory to all Pattern queries.
 - _Jason Haddix_ for the idea of a stitch (chained Pattern) to filter content using a local model before sending on to a cloud model, i.e., cleaning customer data using `llama2` before sending on to `gpt-4` for analysis.
 - _Andre Guerra_ for assisting with numerous components to make things simpler and more maintainable.
+- Dave Peters\_ for designing the frontend for FabricUI

 ### Primary contributors

--- a/cli/cli.go
+++ b/cli/cli.go
@@ -2,18 +2,19 @@ package cli

 import (
 	"fmt"
-	"github.com/danielmiessler/fabric/converter"
+	"github.com/danielmiessler/fabric/db/fs"
+	"github.com/danielmiessler/fabric/plugins/tools/converter"
+	"github.com/danielmiessler/fabric/restapi"
 	"os"
 	"path/filepath"
 	"strconv"
 	"strings"

 	"github.com/danielmiessler/fabric/core"
-	"github.com/danielmiessler/fabric/db"
 )

 // Cli Controls the cli. It takes in the flags and runs the appropriate functions
-func Cli(version string) (message string, err error) {
+func Cli(version string) (err error) {
 	var currentFlags *Flags
 	if currentFlags, err = Init(); err != nil {
 		return
@@ -29,7 +30,7 @@ func Cli(version string) (message string, err error) {
 		return
 	}

-	fabricDb := db.NewDb(filepath.Join(homedir, ".config/fabric"))
+	fabricDb := fs.NewDb(filepath.Join(homedir, ".config/fabric"))

 	// if the setup flag is set, run the setup function
 	if currentFlags.Setup || currentFlags.SetupSkipPatterns || currentFlags.SetupVendor != "" {
@@ -55,7 +56,11 @@ func Cli(version string) (message string, err error) {
 		}
 	}

-	// if the update patterns flag is set, run the update patterns function
+	if currentFlags.Serve {
+		err = restapi.Serve(fabricDb, currentFlags.ServeAddress)
+		return
+	}
+
 	if currentFlags.UpdatePatterns {
 		err = fabric.PopulateDB()
 		return
@@ -66,7 +71,6 @@ func Cli(version string) (message string, err error) {
 		return
 	}

-	// if the latest patterns flag is set, run the latest patterns function
 	if currentFlags.LatestPatterns != "0" {
 		var parsedToInt int
 		if parsedToInt, err = strconv.Atoi(currentFlags.LatestPatterns); err != nil {
@@ -79,42 +83,46 @@ func Cli(version string) (message string, err error) {
 		return
 	}

-	// if the list patterns flag is set, run the list all patterns function
 	if currentFlags.ListPatterns {
 		err = fabricDb.Patterns.ListNames()
 		return
 	}

-	// if the list all models flag is set, run the list all models function
 	if currentFlags.ListAllModels {
 		fabric.GetModels().Print()
 		return
 	}

-	// if the list all contexts flag is set, run the list all contexts function
 	if currentFlags.ListAllContexts {
 		err = fabricDb.Contexts.ListNames()
 		return
 	}

-	// if the list all sessions flag is set, run the list all sessions function
 	if currentFlags.ListAllSessions {
 		err = fabricDb.Sessions.ListNames()
 		return
 	}

-	// if the wipe context flag is set, run the wipe context function
 	if currentFlags.WipeContext != "" {
 		err = fabricDb.Contexts.Delete(currentFlags.WipeContext)
 		return
 	}

-	// if the wipe session flag is set, run the wipe session function
 	if currentFlags.WipeSession != "" {
 		err = fabricDb.Sessions.Delete(currentFlags.WipeSession)
 		return
 	}

+	if currentFlags.PrintSession != "" {
+		err = fabricDb.Sessions.PrintSession(currentFlags.PrintSession)
+		return
+	}
+
+	if currentFlags.PrintContext != "" {
+		err = fabricDb.Contexts.PrintContext(currentFlags.PrintContext)
+		return
+	}
+
 	if currentFlags.HtmlReadability {
 		if msg, cleanErr := converter.HtmlReadability(currentFlags.Message); cleanErr != nil {
 			fmt.Println("use original input, because can't apply html readability", err)
@@ -144,15 +152,17 @@ func Cli(version string) (message string, err error) {
 		if !currentFlags.YouTubeComments || currentFlags.YouTubeTranscript {
 			var transcript string
 			var language = "en"
-			if currentFlags.Language != "" {
-				language = currentFlags.Language
+			if currentFlags.Language != "" || fabric.DefaultLanguage.Value != "" {
+				if currentFlags.Language != "" {
+					language = currentFlags.Language
+				} else {
+					language = fabric.DefaultLanguage.Value
+				}
 			}
 			if transcript, err = fabric.YouTube.GrabTranscript(videoId, language); err != nil {
 				return
 			}

-			// fmt.Println(transcript)
-
 			currentFlags.AppendMessage(transcript)
 		}

@@ -164,12 +174,10 @@ func Cli(version string) (message string, err error) {

 			commentsString := strings.Join(comments, "\n")

-			// fmt.Println(commentsString)
-
 			currentFlags.AppendMessage(commentsString)
 		}

-		if currentFlags.Pattern == "" {
+		if !currentFlags.IsChatRequest() {
 			// if the pattern flag is not set, we wanted only to grab the transcript or comments
 			fmt.Println(currentFlags.Message)
 			return
@@ -179,27 +187,25 @@ func Cli(version string) (message string, err error) {
 	if (currentFlags.ScrapeURL != "" || currentFlags.ScrapeQuestion != "") && fabric.Jina.IsConfigured() {
 		// Check if the scrape_url flag is set and call ScrapeURL
 		if currentFlags.ScrapeURL != "" {
-			if message, err = fabric.Jina.ScrapeURL(currentFlags.ScrapeURL); err != nil {
+			var website string
+			if website, err = fabric.Jina.ScrapeURL(currentFlags.ScrapeURL); err != nil {
 				return
 			}

-			//fmt.Println(message)
-
-			currentFlags.AppendMessage(message)
+			currentFlags.AppendMessage(website)
 		}

 		// Check if the scrape_question flag is set and call ScrapeQuestion
 		if currentFlags.ScrapeQuestion != "" {
-			if message, err = fabric.Jina.ScrapeQuestion(currentFlags.ScrapeQuestion); err != nil {
+			var website string
+			if website, err = fabric.Jina.ScrapeQuestion(currentFlags.ScrapeQuestion); err != nil {
 				return
 			}

-			//fmt.Println(message)
-
-			currentFlags.AppendMessage(message)
+			currentFlags.AppendMessage(website)
 		}

-		if currentFlags.Pattern == "" {
+		if !currentFlags.IsChatRequest() {
 			// if the pattern flag is not set, we wanted only to grab the url or get the answer to the question
 			fmt.Println(currentFlags.Message)
 			return
@@ -211,29 +217,42 @@ func Cli(version string) (message string, err error) {
 		return
 	}

-	if message, err = chatter.Send(currentFlags.BuildChatRequest(), currentFlags.BuildChatOptions()); err != nil {
+	var session *fs.Session
+	chatReq := currentFlags.BuildChatRequest(strings.Join(os.Args[1:], " "))
+	if chatReq.Language == "" {
+		chatReq.Language = fabric.DefaultLanguage.Value
+	}
+	if session, err = chatter.Send(chatReq, currentFlags.BuildChatOptions()); err != nil {
 		return
 	}

+	result := session.GetLastMessage().Content
+
 	if !currentFlags.Stream {
-		fmt.Println(message)
+		// print the result if it was not streamed already
+		fmt.Println(result)
 	}

 	// if the copy flag is set, copy the message to the clipboard
 	if currentFlags.Copy {
-		if err = fabric.CopyToClipboard(message); err != nil {
+		if err = fabric.CopyToClipboard(result); err != nil {
 			return
 		}
 	}

 	// if the output flag is set, create an output file
 	if currentFlags.Output != "" {
-		err = fabric.CreateOutputFile(message, currentFlags.Output)
+		if currentFlags.OutputSession {
+			sessionAsString := session.String()
+			err = fabric.CreateOutputFile(sessionAsString, currentFlags.Output)
+		} else {
+			err = fabric.CreateOutputFile(result, currentFlags.Output)
+		}
 	}
 	return
 }

-func Setup(db *db.Db, skipUpdatePatterns bool) (ret *core.Fabric, err error) {
+func Setup(db *fs.Db, skipUpdatePatterns bool) (ret *core.Fabric, err error) {
 	instance := core.NewFabricForSetup(db)

 	if err = instance.Setup(); err != nil {
@@ -249,10 +268,8 @@ func Setup(db *db.Db, skipUpdatePatterns bool) (ret *core.Fabric, err error) {
 	return
 }

-func SetupVendor(db *db.Db, vendorName string) (ret *core.Fabric, err error) {
+func SetupVendor(db *fs.Db, vendorName string) (ret *core.Fabric, err error) {
 	ret = core.NewFabricForSetup(db)
-	if err = ret.SetupVendor(vendorName); err != nil {
-		return
-	}
+	err = ret.SetupVendor(vendorName)
 	return
 }
--- a/cli/cli_test.go
+++ b/cli/cli_test.go
@@ -2,10 +2,10 @@ package cli

 import (
 	"github.com/danielmiessler/fabric/core"
+	"github.com/danielmiessler/fabric/db/fs"
 	"os"
 	"testing"

-	"github.com/danielmiessler/fabric/db"
 	"github.com/stretchr/testify/assert"
 )

@@ -15,14 +15,13 @@ func TestCli(t *testing.T) {
 	defer func() { os.Args = originalArgs }()

 	os.Args = []string{os.Args[0]}
-	message, err := Cli("test")
+	err := Cli("test")
 	assert.Error(t, err)
 	assert.Equal(t, core.NoSessionPatternUserMessages, err.Error())
-	assert.Empty(t, message)
 }

 func TestSetup(t *testing.T) {
-	mockDB := db.NewDb(os.TempDir())
+	mockDB := fs.NewDb(os.TempDir())

 	fabric, err := Setup(mockDB, false)
 	assert.Error(t, err)
--- a/cli/flags.go
+++ b/cli/flags.go
@@ -14,13 +14,13 @@ import (

 // 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" description:"Choose a pattern" default:""`
-	PatternVariables   map[string]string `short:"v" long:"variable" description:"Values for pattern variables, e.g. -v=$name:John -v=$age:30"`
-	Context            string            `short:"C" long:"context" description:"Choose a context" default:""`
-	Session            string            `long:"session" description:"Choose a session"`
+	Pattern            string            `short:"p" long:"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"`
 	Setup              bool              `short:"S" long:"setup" description:"Run setup for all reconfigurable parts of fabric"`
-	SetupSkipPatterns  bool              `long:"setup-skip-patterns" description:"Run Setup for specific vendor, one of Ollama, OpenAI, Anthropic, Azure, Gemini, Groq, Mistral, OpenRouter, SiliconCloud. E.g. fabric --setup-vendor=OpenAI"`
-	SetupVendor        string            `long:"setup-vendor" description:"Run Setup for specific vendor. E.g. --setup-vendor=OpenAI"`
+	SetupSkipPatterns  bool              `long:"setup-skip-patterns" description:"Run Setup for all reconfigurable parts of fabric except patterns update"`
+	SetupVendor        string            `long:"setup-vendor" description:"Run Setup for specific vendor, one of Ollama, OpenAI, Anthropic, Azure, Gemini, Groq, Mistral, OpenRouter, SiliconCloud. E.g. fabric --setup-vendor=OpenAI"`
 	Temperature        float64           `short:"t" long:"temperature" description:"Set temperature" default:"0.7"`
 	TopP               float64           `short:"T" long:"topp" description:"Set top P" default:"0.9"`
 	Stream             bool              `short:"s" long:"stream" description:"Stream"`
@@ -36,6 +36,7 @@ type Flags struct {
 	Copy               bool              `short:"c" long:"copy" description:"Copy to clipboard"`
 	Model              string            `short:"m" long:"model" description:"Choose model"`
 	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 \"URL\" to grab transcript, comments from it and send to chat"`
@@ -47,8 +48,12 @@ type Flags struct {
 	Seed               int               `short:"e" long:"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"`
 	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"`
+	ServeAddress       string            `long:"address" description:"The address to bind the REST API" default:":8080"`
 	Version            bool              `long:"version" description:"Print current version"`
 }

@@ -110,13 +115,14 @@ func (o *Flags) BuildChatOptions() (ret *common.ChatOptions) {
 	return
 }

-func (o *Flags) BuildChatRequest() (ret *common.ChatRequest) {
+func (o *Flags) BuildChatRequest(Meta string) (ret *common.ChatRequest) {
 	ret = &common.ChatRequest{
 		ContextName:      o.Context,
 		SessionName:      o.Session,
 		PatternName:      o.Pattern,
 		PatternVariables: o.PatternVariables,
 		Message:          o.Message,
+		Meta:             Meta,
 	}
 	if o.Language != "" {
 		langTag, err := language.Parse(o.Language)
@@ -135,3 +141,8 @@ func (o *Flags) AppendMessage(message string) {
 	}
 	return
 }
+
+func (o *Flags) IsChatRequest() (ret bool) {
+	ret = (o.Message != "" || o.Context != "") && (o.Session != "" || o.Pattern != "")
+	return
+}
--- a/cli/flags_test.go
+++ b/cli/flags_test.go
@@ -101,7 +101,8 @@ func TestBuildChatRequest(t *testing.T) {
 		SessionName: "test-session",
 		PatternName: "test-pattern",
 		Message:     "test-message",
+		Meta:        "test",
 	}
-	request := flags.BuildChatRequest()
+	request := flags.BuildChatRequest("test")
 	assert.Equal(t, expectedRequest, request)
 }
--- a/common/domain.go
+++ b/common/domain.go
@@ -2,6 +2,8 @@ package common

 import goopenai "github.com/sashabaranov/go-openai"

+const ChatMessageRoleMeta = "meta"
+
 type Message struct {
 	Role    string `json:"role"`
 	Content string `json:"content"`
@@ -14,6 +16,7 @@ type ChatRequest struct {
 	PatternVariables map[string]string
 	Message          string
 	Language         string
+	Meta             string
 }

 type ChatOptions struct {
--- a/core/chatter.go
+++ b/core/chatter.go
@@ -4,29 +4,24 @@ import (
 	"context"
 	"fmt"
 	"github.com/danielmiessler/fabric/common"
-	"github.com/danielmiessler/fabric/db"
-	"github.com/danielmiessler/fabric/vendors"
+	"github.com/danielmiessler/fabric/db/fs"
+	"github.com/danielmiessler/fabric/plugins/ai"
 	goopenai "github.com/sashabaranov/go-openai"
+	"strings"
 )

 type Chatter struct {
-	db *db.Db
+	db *fs.Db

 	Stream bool
 	DryRun bool

 	model  string
-	vendor vendors.Vendor
+	vendor ai.Vendor
 }

-func (o *Chatter) Send(request *common.ChatRequest, opts *common.ChatOptions) (message string, err error) {
-	var chatRequest *Chat
-	if chatRequest, err = o.NewChat(request); err != nil {
-		return
-	}
-
-	var session *db.Session
-	if session, err = chatRequest.BuildChatSession(opts.Raw); err != nil {
+func (o *Chatter) Send(request *common.ChatRequest, opts *common.ChatOptions) (session *fs.Session, err error) {
+	if session, err = o.BuildSession(request, opts.Raw); err != nil {
 		return
 	}

@@ -34,10 +29,12 @@ func (o *Chatter) Send(request *common.ChatRequest, opts *common.ChatOptions) (m
 		opts.Model = o.model
 	}

+	message := ""
+
 	if o.Stream {
 		channel := make(chan string)
 		go func() {
-			if streamErr := o.vendor.SendStream(session.Messages, opts, channel); streamErr != nil {
+			if streamErr := o.vendor.SendStream(session.GetVendorMessages(), opts, channel); streamErr != nil {
 				channel <- streamErr.Error()
 			}
 		}()
@@ -47,61 +44,88 @@ func (o *Chatter) Send(request *common.ChatRequest, opts *common.ChatOptions) (m
 			fmt.Print(response)
 		}
 	} else {
-		if message, err = o.vendor.Send(context.Background(), session.Messages, opts); err != nil {
+		if message, err = o.vendor.Send(context.Background(), session.GetVendorMessages(), opts); err != nil {
 			return
 		}
 	}

-	if chatRequest.Session != nil && message != "" {
-		chatRequest.Session.Append(&common.Message{Role: goopenai.ChatMessageRoleAssistant, Content: message})
-		err = o.db.Sessions.SaveSession(chatRequest.Session)
+	if message == "" {
+		session = nil
+		err = fmt.Errorf("empty response")
+		return
+	}
+
+	session.Append(&common.Message{Role: goopenai.ChatMessageRoleAssistant, Content: message})
+
+	if session.Name != "" {
+		err = o.db.Sessions.SaveSession(session)
 	}
 	return
 }

-func (o *Chatter) NewChat(request *common.ChatRequest) (ret *Chat, err error) {
-	ret = &Chat{
-		Language: request.Language,
-	}
-
-	if request.ContextName != "" {
-		var ctx *db.Context
-		if ctx, err = o.db.Contexts.GetContext(request.ContextName); err != nil {
-			err = fmt.Errorf("could not find context %s: %v", request.ContextName, err)
-			return
-		}
-		ret.Context = ctx.Content
-	}
-
+func (o *Chatter) BuildSession(request *common.ChatRequest, raw bool) (session *fs.Session, err error) {
 	if request.SessionName != "" {
-		var sess *db.Session
-		if sess, err = o.db.Sessions.GetOrCreateSession(request.SessionName); err != nil {
+		var sess *fs.Session
+		if sess, err = o.db.Sessions.Get(request.SessionName); err != nil {
 			err = fmt.Errorf("could not find session %s: %v", request.SessionName, err)
 			return
 		}
-		ret.Session = sess
+		session = sess
+	} else {
+		session = &fs.Session{}
 	}

+	if request.Meta != "" {
+		session.Append(&common.Message{Role: common.ChatMessageRoleMeta, Content: request.Meta})
+	}
+
+	var contextContent string
+	if request.ContextName != "" {
+		var ctx *fs.Context
+		if ctx, err = o.db.Contexts.Get(request.ContextName); err != nil {
+			err = fmt.Errorf("could not find context %s: %v", request.ContextName, err)
+			return
+		}
+		contextContent = ctx.Content
+	}
+
+	var patternContent string
 	if request.PatternName != "" {
-		var pattern *db.Pattern
-		if pattern, err = o.db.Patterns.GetPattern(request.PatternName, request.PatternVariables); err != nil {
+		var pattern *fs.Pattern
+		if pattern, err = o.db.Patterns.GetApplyVariables(request.PatternName, request.PatternVariables); err != nil {
 			err = fmt.Errorf("could not find pattern %s: %v", request.PatternName, err)
 			return
 		}

 		if pattern.Pattern != "" {
-			ret.Pattern = pattern.Pattern
+			patternContent = pattern.Pattern
 		}
 	}

-	ret.Message = request.Message
+	systemMessage := strings.TrimSpace(contextContent) + strings.TrimSpace(patternContent)
+	if request.Language != "" {
+		systemMessage = fmt.Sprintf("%s. Please use the language '%s' for the output.", systemMessage, request.Language)
+	}
+	userMessage := strings.TrimSpace(request.Message)
+
+	if raw {
+		// use the user role instead of the system role in raw mode
+		message := systemMessage + userMessage
+		if message != "" {
+			session.Append(&common.Message{Role: goopenai.ChatMessageRoleUser, Content: message})
+		}
+	} else {
+		if systemMessage != "" {
+			session.Append(&common.Message{Role: goopenai.ChatMessageRoleSystem, Content: systemMessage})
+		}
+		if userMessage != "" {
+			session.Append(&common.Message{Role: goopenai.ChatMessageRoleUser, Content: userMessage})
+		}
+	}
+
+	if session.IsEmpty() {
+		session = nil
+		err = fmt.Errorf(NoSessionPatternUserMessages)
+	}
 	return
 }
-
-type Chat struct {
-	Context  string
-	Pattern  string
-	Message  string
-	Session  *db.Session
-	Language string
-}
--- a/core/chatter_test.go
+++ b/core/chatter_test.go
@@ -1,21 +0,0 @@
-package core
-
-import (
-	"testing"
-)
-
-func TestBuildChatSession(t *testing.T) {
-	chat := &Chat{
-		Context: "test context",
-		Pattern: "test pattern",
-		Message: "test message",
-	}
-	session, err := chat.BuildChatSession(false)
-	if err != nil {
-		t.Fatalf("BuildChatSession() error = %v", err)
-	}
-
-	if session == nil {
-		t.Fatalf("BuildChatSession() returned nil session")
-	}
-}
--- a/core/fabric.go
+++ b/core/fabric.go
@@ -5,25 +5,23 @@ import (
 	"fmt"
 	"os"
 	"strconv"
-	"strings"
-
-	"github.com/danielmiessler/fabric/vendors/groq"
-	"github.com/danielmiessler/fabric/vendors/mistral"
-	goopenai "github.com/sashabaranov/go-openai"

 	"github.com/atotto/clipboard"
 	"github.com/danielmiessler/fabric/common"
-	"github.com/danielmiessler/fabric/db"
-	"github.com/danielmiessler/fabric/jina"
-	"github.com/danielmiessler/fabric/vendors/anthropic"
-	"github.com/danielmiessler/fabric/vendors/azure"
-	"github.com/danielmiessler/fabric/vendors/dryrun"
-	"github.com/danielmiessler/fabric/vendors/gemini"
-	"github.com/danielmiessler/fabric/vendors/ollama"
-	"github.com/danielmiessler/fabric/vendors/openai"
-	"github.com/danielmiessler/fabric/vendors/openrouter"
-	"github.com/danielmiessler/fabric/vendors/siliconcloud"
-	"github.com/danielmiessler/fabric/youtube"
+	"github.com/danielmiessler/fabric/db/fs"
+	"github.com/danielmiessler/fabric/plugins/ai/anthropic"
+	"github.com/danielmiessler/fabric/plugins/ai/azure"
+	"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/mistral"
+	"github.com/danielmiessler/fabric/plugins/ai/ollama"
+	"github.com/danielmiessler/fabric/plugins/ai/openai"
+	"github.com/danielmiessler/fabric/plugins/ai/openrouter"
+	"github.com/danielmiessler/fabric/plugins/ai/siliconcloud"
+	"github.com/danielmiessler/fabric/plugins/tools/jina"
+	"github.com/danielmiessler/fabric/plugins/tools/lang"
+	"github.com/danielmiessler/fabric/plugins/tools/youtube"
 	"github.com/pkg/errors"
 )

@@ -32,20 +30,20 @@ const DefaultPatternsGitRepoFolder = "patterns"

 const NoSessionPatternUserMessages = "no session, pattern or user messages provided"

-func NewFabric(db *db.Db) (ret *Fabric, err error) {
+func NewFabric(db *fs.Db) (ret *Fabric, err error) {
 	ret = NewFabricBase(db)
 	err = ret.Configure()
 	return
 }

-func NewFabricForSetup(db *db.Db) (ret *Fabric) {
+func NewFabricForSetup(db *fs.Db) (ret *Fabric) {
 	ret = NewFabricBase(db)
 	_ = ret.Configure()
 	return
 }

 // NewFabricBase Create a new Fabric from a list of already configured VendorsController
-func NewFabricBase(db *db.Db) (ret *Fabric) {
+func NewFabricBase(db *fs.Db) (ret *Fabric) {

 	ret = &Fabric{
 		VendorsManager: NewVendorsManager(),
@@ -53,6 +51,7 @@ func NewFabricBase(db *db.Db) (ret *Fabric) {
 		VendorsAll:     NewVendorsManager(),
 		PatternsLoader: NewPatternsLoader(db.Patterns),
 		YouTube:        youtube.NewYouTube(),
+		Language:       lang.NewLanguage(),
 		Jina:           jina.NewClient(),
 	}

@@ -68,7 +67,7 @@ func NewFabricBase(db *db.Db) (ret *Fabric) {
 		"Enter the index the name of your default model")

 	ret.VendorsAll.AddVendors(openai.NewClient(), azure.NewClient(), ollama.NewClient(), groq.NewClient(),
-		gemini.NewClient(), anthropic.NewClient(), siliconcloud.NewClient(), openrouter.NewClient(), mistral.NewClient(), dryrun.NewClient())
+		gemini.NewClient(), anthropic.NewClient(), siliconcloud.NewClient(), openrouter.NewClient(), mistral.NewClient())

 	return
 }
@@ -79,9 +78,10 @@ type Fabric struct {
 	VendorsAll *VendorsManager
 	*PatternsLoader
 	*youtube.YouTube
+	*lang.Language
 	Jina *jina.Client

-	Db *db.Db
+	Db *fs.Db

 	DefaultVendor *common.Setting
 	DefaultModel  *common.SetupQuestion
@@ -105,6 +105,7 @@ func (o *Fabric) SaveEnvFile() (err error) {

 	o.YouTube.SetupFillEnvFileContent(&envFileContent)
 	o.Jina.SetupFillEnvFileContent(&envFileContent)
+	o.Language.SetupFillEnvFileContent(&envFileContent)

 	err = o.Db.SaveEnv(envFileContent.String())
 	return
@@ -129,6 +130,10 @@ func (o *Fabric) Setup() (err error) {
 		return
 	}

+	if err = o.Language.SetupOrSkip(); err != nil {
+		return
+	}
+
 	err = o.SaveEnvFile()

 	return
@@ -183,7 +188,7 @@ func (o *Fabric) SetupVendors() (err error) {
 }

 func (o *Fabric) SetupVendor(vendorName string) (err error) {
-	if err = o.VendorsAll.SetupVendor(vendorName); err != nil {
+	if err = o.VendorsAll.SetupVendor(vendorName, o.Vendors); err != nil {
 		return
 	}
 	err = o.SaveEnvFile()
@@ -204,6 +209,7 @@ func (o *Fabric) configure() (err error) {
 	//YouTube and Jina are not mandatory, so ignore not configured error
 	_ = o.YouTube.Configure()
 	_ = o.Jina.Configure()
+	_ = o.Language.Configure()

 	return
 }
@@ -257,39 +263,3 @@ func (o *Fabric) CreateOutputFile(message string, fileName string) (err error) {
 	}
 	return
 }
-
-func (o *Chat) BuildChatSession(raw bool) (ret *db.Session, err error) {
-	// new messages will be appended to the session and used to send the message
-	if o.Session != nil {
-		ret = o.Session
-	} else {
-		ret = &db.Session{}
-	}
-
-	systemMessage := strings.TrimSpace(o.Context) + strings.TrimSpace(o.Pattern)
-	if o.Language != "" {
-		systemMessage = fmt.Sprintf("%s. Please use the language '%s' for the output.", systemMessage, o.Language)
-	}
-	userMessage := strings.TrimSpace(o.Message)
-
-	if raw {
-		// use the user role instead of the system role in raw mode
-		message := systemMessage + userMessage
-		if message != "" {
-			ret.Append(&common.Message{Role: goopenai.ChatMessageRoleUser, Content: message})
-		}
-	} else {
-		if systemMessage != "" {
-			ret.Append(&common.Message{Role: goopenai.ChatMessageRoleSystem, Content: systemMessage})
-		}
-		if userMessage != "" {
-			ret.Append(&common.Message{Role: goopenai.ChatMessageRoleUser, Content: userMessage})
-		}
-	}
-
-	if ret.IsEmpty() {
-		ret = nil
-		err = fmt.Errorf(NoSessionPatternUserMessages)
-	}
-	return
-}
--- a/core/fabric_test.go
+++ b/core/fabric_test.go
@@ -1,21 +1,20 @@
 package core

 import (
+	"github.com/danielmiessler/fabric/db/fs"
 	"os"
 	"testing"
-
-	"github.com/danielmiessler/fabric/db"
 )

 func TestNewFabric(t *testing.T) {
-	_, err := NewFabric(db.NewDb(os.TempDir()))
+	_, err := NewFabric(fs.NewDb(os.TempDir()))
 	if err == nil {
 		t.Fatal("without setup error expected")
 	}
 }

 func TestSaveEnvFile(t *testing.T) {
-	fabric := NewFabricBase(db.NewDb(os.TempDir()))
+	fabric := NewFabricBase(fs.NewDb(os.TempDir()))

 	err := fabric.SaveEnvFile()
 	if err != nil {
@@ -25,7 +24,7 @@ func TestSaveEnvFile(t *testing.T) {

 func TestCopyToClipboard(t *testing.T) {
 	t.Skip("skipping test, because of docker env. in ci.")
-	fabric := NewFabricBase(db.NewDb(os.TempDir()))
+	fabric := NewFabricBase(fs.NewDb(os.TempDir()))

 	message := "test message"
 	err := fabric.CopyToClipboard(message)
@@ -35,7 +34,7 @@ func TestCopyToClipboard(t *testing.T) {
 }

 func TestCreateOutputFile(t *testing.T) {
-	mockDb := &db.Db{}
+	mockDb := &fs.Db{}
 	fabric := NewFabricBase(mockDb)

 	fileName := "test_output.txt"
--- a/core/patterns_loader.go
+++ b/core/patterns_loader.go
@@ -2,6 +2,7 @@ package core

 import (
 	"fmt"
+	"github.com/danielmiessler/fabric/db/fs"
 	"io"
 	"os"
 	"path/filepath"
@@ -9,7 +10,6 @@ import (
 	"strings"

 	"github.com/danielmiessler/fabric/common"
-	"github.com/danielmiessler/fabric/db"
 	"github.com/go-git/go-git/v5"
 	"github.com/go-git/go-git/v5/plumbing"
 	"github.com/go-git/go-git/v5/plumbing/object"
@@ -17,7 +17,7 @@ import (
 	"github.com/otiai10/copy"
 )

-func NewPatternsLoader(patterns *db.Patterns) (ret *PatternsLoader) {
+func NewPatternsLoader(patterns *fs.PatternsEntity) (ret *PatternsLoader) {
 	label := "Patterns Loader"
 	ret = &PatternsLoader{
 		Patterns: patterns,
@@ -42,7 +42,7 @@ func NewPatternsLoader(patterns *db.Patterns) (ret *PatternsLoader) {

 type PatternsLoader struct {
 	*common.Configurable
-	Patterns *db.Patterns
+	Patterns *fs.PatternsEntity

 	DefaultGitRepoUrl *common.SetupQuestion
 	DefaultFolder     *common.SetupQuestion
@@ -90,7 +90,7 @@ func (o *PatternsLoader) PersistPatterns() (err error) {
 			if currentPattern.Name() == newPattern.Name() {
 				break
 			}
-			copy.Copy(filepath.Join(o.Patterns.Dir, newPattern.Name()), filepath.Join(newPatternsFolder, newPattern.Name()))
+			err = copy.Copy(filepath.Join(o.Patterns.Dir, newPattern.Name()), filepath.Join(newPatternsFolder, newPattern.Name()))
 		}
 	}
 	return
@@ -98,14 +98,18 @@ func (o *PatternsLoader) PersistPatterns() (err error) {

 // movePatterns copies the new patterns into the config directory
 func (o *PatternsLoader) movePatterns() (err error) {
-	os.MkdirAll(o.Patterns.Dir, os.ModePerm)
+	if err = os.MkdirAll(o.Patterns.Dir, os.ModePerm); err != nil {
+		return
+	}

 	patternsDir := o.tempPatternsFolder
 	if err = o.PersistPatterns(); err != nil {
 		return
 	}

-	copy.Copy(patternsDir, o.Patterns.Dir) // copies the patterns to the config directory
+	if err = copy.Copy(patternsDir, o.Patterns.Dir); err != nil { // copies the patterns to the config directory
+		return
+	}
 	err = os.RemoveAll(patternsDir)
 	return
 }
@@ -152,10 +156,10 @@ func (o *PatternsLoader) gitCloneAndCopy() (err error) {
 		return err
 	}

-	var changes []db.DirectoryChange
+	var changes []fs.DirectoryChange
 	// ... iterates over the commits
 	if err = cIter.ForEach(func(c *object.Commit) (err error) {
-		// Get the files changed in this commit by comparing with its parents
+		// GetApplyVariables the files changed in this commit by comparing with its parents
 		parentIter := c.Parents()
 		if err = parentIter.ForEach(func(parent *object.Commit) (err error) {
 			var patch *object.Patch
@@ -167,7 +171,7 @@ func (o *PatternsLoader) gitCloneAndCopy() (err error) {
 			for _, fileStat := range patch.Stats() {
 				if strings.HasPrefix(fileStat.Name, o.pathPatternsPrefix) {
 					dir := filepath.Dir(fileStat.Name)
-					changes = append(changes, db.DirectoryChange{Dir: dir, Timestamp: c.Committer.When})
+					changes = append(changes, fs.DirectoryChange{Dir: dir, Timestamp: c.Committer.When})
 				}
 			}
 			return
@@ -186,7 +190,9 @@ func (o *PatternsLoader) gitCloneAndCopy() (err error) {
 		return changes[i].Timestamp.Before(changes[j].Timestamp)
 	})

-	o.makeUniqueList(changes)
+	if err = o.makeUniqueList(changes); err != nil {
+		return
+	}

 	var commit *object.Commit
 	if commit, err = r.CommitObject(ref.Hash()); err != nil {
@@ -250,7 +256,7 @@ func (o *PatternsLoader) writeBlobToFile(blob *object.Blob, path string) (err er
 	return
 }

-func (o *PatternsLoader) makeUniqueList(changes []db.DirectoryChange) {
+func (o *PatternsLoader) makeUniqueList(changes []fs.DirectoryChange) (err error) {
 	uniqueItems := make(map[string]bool)
 	for _, change := range changes {
 		if strings.TrimSpace(change.Dir) != "" && !strings.Contains(change.Dir, "=>") {
@@ -271,5 +277,6 @@ func (o *PatternsLoader) makeUniqueList(changes []db.DirectoryChange) {
 	}

 	joined := strings.Join(finalList, "\n")
-	os.WriteFile(o.Patterns.UniquePatternsFilePath, []byte(joined), 0o644)
+	err = os.WriteFile(o.Patterns.UniquePatternsFilePath, []byte(joined), 0o644)
+	return
 }
--- a/core/vendors.go
+++ b/core/vendors.go
@@ -3,23 +3,22 @@ package core
 import (
 	"context"
 	"fmt"
+	"github.com/danielmiessler/fabric/plugins/ai"
 	"sync"
-
-	"github.com/danielmiessler/fabric/vendors"
 )

 func NewVendorsManager() *VendorsManager {
 	return &VendorsManager{
-		Vendors: map[string]vendors.Vendor{},
+		Vendors: map[string]ai.Vendor{},
 	}
 }

 type VendorsManager struct {
-	Vendors map[string]vendors.Vendor
+	Vendors map[string]ai.Vendor
 	Models  *VendorsModels
 }

-func (o *VendorsManager) AddVendors(vendors ...vendors.Vendor) {
+func (o *VendorsManager) AddVendors(vendors ...ai.Vendor) {
 	for _, vendor := range vendors {
 		o.Vendors[vendor.GetName()] = vendor
 	}
@@ -36,7 +35,7 @@ func (o *VendorsManager) HasVendors() bool {
 	return len(o.Vendors) > 0
 }

-func (o *VendorsManager) FindByName(name string) vendors.Vendor {
+func (o *VendorsManager) FindByName(name string) ai.Vendor {
 	return o.Vendors[name]
 }

@@ -72,7 +71,7 @@ func (o *VendorsManager) readModels() {
 }

 func (o *VendorsManager) fetchVendorModels(
-	ctx context.Context, wg *sync.WaitGroup, vendor vendors.Vendor, resultsChan chan<- modelResult) {
+	ctx context.Context, wg *sync.WaitGroup, vendor ai.Vendor, resultsChan chan<- modelResult) {

 	defer wg.Done()

@@ -86,30 +85,33 @@ func (o *VendorsManager) fetchVendorModels(
 	}
 }

-func (o *VendorsManager) Setup() (ret map[string]vendors.Vendor, err error) {
-	ret = map[string]vendors.Vendor{}
+func (o *VendorsManager) Setup() (ret map[string]ai.Vendor, err error) {
+	ret = map[string]ai.Vendor{}
 	for _, vendor := range o.Vendors {
 		fmt.Println()
-		if vendorErr := vendor.Setup(); vendorErr == nil {
-			fmt.Printf("[%v] configured\n", vendor.GetName())
-			ret[vendor.GetName()] = vendor
-		} else {
-			fmt.Printf("[%v] skipped\n", vendor.GetName())
-		}
+		o.setupVendorTo(vendor, ret)
 	}
 	return
 }

-func (o *VendorsManager) SetupVendor(vendorName string) (err error) {
+func (o *VendorsManager) setupVendorTo(vendor ai.Vendor, configuredVendors map[string]ai.Vendor) {
+	if vendorErr := vendor.Setup(); vendorErr == nil {
+		fmt.Printf("[%v] configured\n", vendor.GetName())
+		configuredVendors[vendor.GetName()] = vendor
+	} else {
+		delete(configuredVendors, vendor.GetName())
+		fmt.Printf("[%v] skipped\n", vendor.GetName())
+	}
+	return
+}
+
+func (o *VendorsManager) SetupVendor(vendorName string, configuredVendors map[string]ai.Vendor) (err error) {
 	vendor := o.FindByName(vendorName)
 	if vendor == nil {
 		err = fmt.Errorf("vendor %s not found", vendorName)
 		return
 	}
-	err = vendor.Setup()
-	if err != nil {
-		return
-	}
+	o.setupVendorTo(vendor, configuredVendors)
 	return
 }

--- a/db/api.go
+++ b/db/api.go
@@ -0,0 +1,13 @@
+package db
+
+type Storage[T any] interface {
+	Configure() (err error)
+	Get(name string) (ret *T, err error)
+	GetNames() (ret []string, err error)
+	Delete(name string) (err error)
+	Exists(name string) (ret bool)
+	Rename(oldName, newName string) (err error)
+	Save(name string, content []byte) (err error)
+	Load(name string) (ret []byte, err error)
+	ListNames() (err error)
+}
--- a/db/contexts.go
+++ b/db/contexts.go
@@ -1,21 +0,0 @@
-package db
-
-type Contexts struct {
-	*Storage
-}
-
-// GetContext Load a context from file
-func (o *Contexts) GetContext(name string) (ret *Context, err error) {
-	var content []byte
-	if content, err = o.Load(name); err != nil {
-		return
-	}
-
-	ret = &Context{Name: name, Content: string(content)}
-	return
-}
-
-type Context struct {
-	Name    string
-	Content string
-}
--- a/db/fs/contexts.go
+++ b/db/fs/contexts.go
@@ -0,0 +1,32 @@
+package fs
+
+import "fmt"
+
+type ContextsEntity struct {
+	*StorageEntity
+}
+
+// Get Load a context from file
+func (o *ContextsEntity) Get(name string) (ret *Context, err error) {
+	var content []byte
+	if content, err = o.Load(name); err != nil {
+		return
+	}
+
+	ret = &Context{Name: name, Content: string(content)}
+	return
+}
+
+func (o *ContextsEntity) PrintContext(name string) (err error) {
+	var context *Context
+	if context, err = o.Get(name); err != nil {
+		return
+	}
+	fmt.Println(context.Content)
+	return
+}
+
+type Context struct {
+	Name    string
+	Content string
+}
--- a/db/fs/contexts_test.go
+++ b/db/fs/contexts_test.go
@@ -1,4 +1,4 @@
-package db
+package fs

 import (
 	"os"
@@ -8,8 +8,8 @@ import (

 func TestContexts_GetContext(t *testing.T) {
 	dir := t.TempDir()
-	contexts := &Contexts{
-		Storage: &Storage{Dir: dir},
+	contexts := &ContextsEntity{
+		StorageEntity: &StorageEntity{Dir: dir},
 	}
 	contextName := "testContext"
 	contextPath := filepath.Join(dir, contextName)
@@ -18,7 +18,7 @@ func TestContexts_GetContext(t *testing.T) {
 	if err != nil {
 		t.Fatalf("failed to write context file: %v", err)
 	}
-	context, err := contexts.GetContext(contextName)
+	context, err := contexts.Get(contextName)
 	if err != nil {
 		t.Fatalf("failed to get context: %v", err)
 	}
--- a/db/fs/db.go
+++ b/db/fs/db.go
@@ -1,4 +1,4 @@
-package db
+package fs

 import (
 	"fmt"
@@ -14,17 +14,17 @@ func NewDb(dir string) (db *Db) {

 	db.EnvFilePath = db.FilePath(".env")

-	db.Patterns = &Patterns{
-		Storage:                &Storage{Label: "Patterns", Dir: db.FilePath("patterns"), ItemIsDir: true},
+	db.Patterns = &PatternsEntity{
+		StorageEntity:          &StorageEntity{Label: "Patterns", Dir: db.FilePath("patterns"), ItemIsDir: true},
 		SystemPatternFile:      "system.md",
 		UniquePatternsFilePath: db.FilePath("unique_patterns.txt"),
 	}

-	db.Sessions = &Sessions{
-		&Storage{Label: "Sessions", Dir: db.FilePath("sessions"), FileExtension: ".json"}}
+	db.Sessions = &SessionsEntity{
+		&StorageEntity{Label: "Sessions", Dir: db.FilePath("sessions"), FileExtension: ".json"}}

-	db.Contexts = &Contexts{
-		&Storage{Label: "Contexts", Dir: db.FilePath("contexts")}}
+	db.Contexts = &ContextsEntity{
+		&StorageEntity{Label: "Contexts", Dir: db.FilePath("contexts")}}

 	return
 }
@@ -32,9 +32,9 @@ func NewDb(dir string) (db *Db) {
 type Db struct {
 	Dir string

-	Patterns *Patterns
-	Sessions *Sessions
-	Contexts *Contexts
+	Patterns *PatternsEntity
+	Sessions *SessionsEntity
+	Contexts *ContextsEntity

 	EnvFilePath string
 }
--- a/db/fs/db_test.go
+++ b/db/fs/db_test.go
@@ -1,4 +1,4 @@
-package db
+package fs

 import (
 	"os"
--- a/db/fs/patterns.go
+++ b/db/fs/patterns.go
@@ -1,4 +1,4 @@
-package db
+package fs

 import (
 	"fmt"
@@ -7,14 +7,13 @@ import (
 	"strings"
 )

-type Patterns struct {
-	*Storage
+type PatternsEntity struct {
+	*StorageEntity
 	SystemPatternFile      string
 	UniquePatternsFilePath string
 }

-// GetPattern finds a pattern by name and returns the pattern as an entry or an error
-func (o *Patterns) GetPattern(name string, variables map[string]string) (ret *Pattern, err error) {
+func (o *PatternsEntity) Get(name string) (ret *Pattern, err error) {
 	patternPath := filepath.Join(o.Dir, name, o.SystemPatternFile)

 	var pattern []byte
@@ -23,13 +22,6 @@ func (o *Patterns) GetPattern(name string, variables map[string]string) (ret *Pa
 	}

 	patternStr := string(pattern)
-
-	if variables != nil && len(variables) > 0 {
-		for variableName, value := range variables {
-			patternStr = strings.ReplaceAll(patternStr, variableName, value)
-		}
-	}
-
 	ret = &Pattern{
 		Name:    name,
 		Pattern: patternStr,
@@ -37,7 +29,22 @@ func (o *Patterns) GetPattern(name string, variables map[string]string) (ret *Pa
 	return
 }

-func (o *Patterns) PrintLatestPatterns(latestNumber int) (err error) {
+// GetApplyVariables finds a pattern by name and returns the pattern as an entry or an error
+func (o *PatternsEntity) GetApplyVariables(name string, variables map[string]string) (ret *Pattern, err error) {
+
+	if ret, err = o.Get(name); err != nil {
+		return
+	}
+
+	if variables != nil && len(variables) > 0 {
+		for variableName, value := range variables {
+			ret.Pattern = strings.ReplaceAll(ret.Pattern, variableName, value)
+		}
+	}
+	return
+}
+
+func (o *PatternsEntity) PrintLatestPatterns(latestNumber int) (err error) {
 	var contents []byte
 	if contents, err = os.ReadFile(o.UniquePatternsFilePath); err != nil {
 		err = fmt.Errorf("could not read unique patterns file. Pleas run --updatepatterns (%s)", err)
--- a/db/fs/patterns_test.go
+++ b/db/fs/patterns_test.go
@@ -0,0 +1 @@
+package fs
--- a/db/fs/sessions.go
+++ b/db/fs/sessions.go
@@ -0,0 +1,88 @@
+package fs
+
+import (
+	"fmt"
+	"github.com/danielmiessler/fabric/common"
+)
+
+type SessionsEntity struct {
+	*StorageEntity
+}
+
+func (o *SessionsEntity) Get(name string) (session *Session, err error) {
+	session = &Session{Name: name}
+
+	if o.Exists(name) {
+		err = o.LoadAsJson(name, &session.Messages)
+	} else {
+		fmt.Printf("Creating new session: %s\n", name)
+	}
+	return
+}
+
+func (o *SessionsEntity) PrintSession(name string) (err error) {
+	if o.Exists(name) {
+		var session Session
+		if err = o.LoadAsJson(name, &session.Messages); err == nil {
+			fmt.Println(session.String())
+		}
+	}
+	return
+}
+
+func (o *SessionsEntity) SaveSession(session *Session) (err error) {
+	return o.SaveAsJson(session.Name, session.Messages)
+}
+
+type Session struct {
+	Name     string
+	Messages []*common.Message
+
+	vendorMessages []*common.Message
+}
+
+func (o *Session) IsEmpty() bool {
+	return len(o.Messages) == 0
+}
+
+func (o *Session) Append(messages ...*common.Message) {
+	if o.vendorMessages != nil {
+		for _, message := range messages {
+			o.Messages = append(o.Messages, message)
+			o.appendVendorMessage(message)
+		}
+	} else {
+		o.Messages = append(o.Messages, messages...)
+	}
+}
+
+func (o *Session) GetVendorMessages() (ret []*common.Message) {
+	if o.vendorMessages == nil {
+		o.vendorMessages = []*common.Message{}
+		for _, message := range o.Messages {
+			o.appendVendorMessage(message)
+		}
+	}
+	ret = o.vendorMessages
+	return
+}
+
+func (o *Session) appendVendorMessage(message *common.Message) {
+	if message.Role != common.ChatMessageRoleMeta {
+		o.vendorMessages = append(o.vendorMessages, message)
+	}
+}
+
+func (o *Session) GetLastMessage() (ret *common.Message) {
+	if len(o.Messages) > 0 {
+		ret = o.Messages[len(o.Messages)-1]
+	}
+	return
+}
+
+func (o *Session) String() (ret string) {
+	for _, message := range o.Messages {
+		ret += fmt.Sprintf("\n--- \n[%v]\n\n%v", message.Role, message.Content)
+	}
+	return
+}
--- a/db/fs/sessions_test.go
+++ b/db/fs/sessions_test.go
@@ -1,4 +1,4 @@
-package db
+package fs

 import (
 	"testing"
@@ -8,11 +8,11 @@ import (

 func TestSessions_GetOrCreateSession(t *testing.T) {
 	dir := t.TempDir()
-	sessions := &Sessions{
-		Storage: &Storage{Dir: dir, FileExtension: ".json"},
+	sessions := &SessionsEntity{
+		StorageEntity: &StorageEntity{Dir: dir, FileExtension: ".json"},
 	}
 	sessionName := "testSession"
-	session, err := sessions.GetOrCreateSession(sessionName)
+	session, err := sessions.Get(sessionName)
 	if err != nil {
 		t.Fatalf("failed to get or create session: %v", err)
 	}
@@ -23,8 +23,8 @@ func TestSessions_GetOrCreateSession(t *testing.T) {

 func TestSessions_SaveSession(t *testing.T) {
 	dir := t.TempDir()
-	sessions := &Sessions{
-		Storage: &Storage{Dir: dir, FileExtension: ".json"},
+	sessions := &SessionsEntity{
+		StorageEntity: &StorageEntity{Dir: dir, FileExtension: ".json"},
 	}
 	sessionName := "testSession"
 	session := &Session{Name: sessionName, Messages: []*common.Message{{Content: "message1"}}}
--- a/db/fs/storage.go
+++ b/db/fs/storage.go
@@ -1,4 +1,4 @@
-package db
+package fs

 import (
 	"encoding/json"
@@ -10,14 +10,14 @@ import (
 	"github.com/samber/lo"
 )

-type Storage struct {
+type StorageEntity struct {
 	Label         string
 	Dir           string
 	ItemIsDir     bool
 	FileExtension string
 }

-func (o *Storage) Configure() (err error) {
+func (o *StorageEntity) Configure() (err error) {
 	if err = os.MkdirAll(o.Dir, os.ModePerm); err != nil {
 		return
 	}
@@ -25,7 +25,7 @@ func (o *Storage) Configure() (err error) {
 }

 // GetNames finds all patterns in the patterns directory and enters the id, name, and pattern into a slice of Entry structs. it returns these entries or an error
-func (o *Storage) GetNames() (ret []string, err error) {
+func (o *StorageEntity) GetNames() (ret []string, err error) {
 	var entries []os.DirEntry
 	if entries, err = os.ReadDir(o.Dir); err != nil {
 		err = fmt.Errorf("could not read items from directory: %v", err)
@@ -59,7 +59,41 @@ func (o *Storage) GetNames() (ret []string, err error) {
 	return
 }

-func (o *Storage) ListNames() (err error) {
+func (o *StorageEntity) Delete(name string) (err error) {
+	if err = os.Remove(o.BuildFilePathByName(name)); err != nil {
+		err = fmt.Errorf("could not delete %s: %v", name, err)
+	}
+	return
+}
+
+func (o *StorageEntity) Exists(name string) (ret bool) {
+	_, err := os.Stat(o.BuildFilePathByName(name))
+	ret = !os.IsNotExist(err)
+	return
+}
+
+func (o *StorageEntity) Rename(oldName, newName string) (err error) {
+	if err = os.Rename(o.BuildFilePathByName(oldName), o.BuildFilePathByName(newName)); err != nil {
+		err = fmt.Errorf("could not rename %s to %s: %v", oldName, newName, err)
+	}
+	return
+}
+
+func (o *StorageEntity) Save(name string, content []byte) (err error) {
+	if err = os.WriteFile(o.BuildFilePathByName(name), content, 0644); err != nil {
+		err = fmt.Errorf("could not save %s: %v", name, err)
+	}
+	return
+}
+
+func (o *StorageEntity) Load(name string) (ret []byte, err error) {
+	if ret, err = os.ReadFile(o.BuildFilePathByName(name)); err != nil {
+		err = fmt.Errorf("could not load %s: %v", name, err)
+	}
+	return
+}
+
+func (o *StorageEntity) ListNames() (err error) {
 	var names []string
 	if names, err = o.GetNames(); err != nil {
 		return
@@ -76,55 +110,21 @@ func (o *Storage) ListNames() (err error) {
 	return
 }

-func (o *Storage) BuildFilePathByName(name string) (ret string) {
+func (o *StorageEntity) BuildFilePathByName(name string) (ret string) {
 	ret = o.BuildFilePath(o.buildFileName(name))
 	return
 }

-func (o *Storage) BuildFilePath(fileName string) (ret string) {
+func (o *StorageEntity) BuildFilePath(fileName string) (ret string) {
 	ret = filepath.Join(o.Dir, fileName)
 	return
 }

-func (o *Storage) buildFileName(name string) string {
+func (o *StorageEntity) buildFileName(name string) string {
 	return fmt.Sprintf("%s%v", name, o.FileExtension)
 }

-func (o *Storage) Delete(name string) (err error) {
-	if err = os.Remove(o.BuildFilePathByName(name)); err != nil {
-		err = fmt.Errorf("could not delete %s: %v", name, err)
-	}
-	return
-}
-
-func (o *Storage) Exists(name string) (ret bool) {
-	_, err := os.Stat(o.BuildFilePathByName(name))
-	ret = !os.IsNotExist(err)
-	return
-}
-
-func (o *Storage) Rename(oldName, newName string) (err error) {
-	if err = os.Rename(o.BuildFilePathByName(oldName), o.BuildFilePathByName(newName)); err != nil {
-		err = fmt.Errorf("could not rename %s to %s: %v", oldName, newName, err)
-	}
-	return
-}
-
-func (o *Storage) Save(name string, content []byte) (err error) {
-	if err = os.WriteFile(o.BuildFilePathByName(name), content, 0644); err != nil {
-		err = fmt.Errorf("could not save %s: %v", name, err)
-	}
-	return
-}
-
-func (o *Storage) Load(name string) (ret []byte, err error) {
-	if ret, err = os.ReadFile(o.BuildFilePathByName(name)); err != nil {
-		err = fmt.Errorf("could not load %s: %v", name, err)
-	}
-	return
-}
-
-func (o *Storage) SaveAsJson(name string, item interface{}) (err error) {
+func (o *StorageEntity) SaveAsJson(name string, item interface{}) (err error) {
 	var jsonString []byte
 	if jsonString, err = json.Marshal(item); err == nil {
 		err = o.Save(name, jsonString)
@@ -135,7 +135,7 @@ func (o *Storage) SaveAsJson(name string, item interface{}) (err error) {
 	return err
 }

-func (o *Storage) LoadAsJson(name string, item interface{}) (err error) {
+func (o *StorageEntity) LoadAsJson(name string, item interface{}) (err error) {
 	var content []byte
 	if content, err = o.Load(name); err != nil {
 		return
--- a/db/fs/storage_test.go
+++ b/db/fs/storage_test.go
@@ -1,4 +1,4 @@
-package db
+package fs

 import (
 	"testing"
@@ -6,7 +6,7 @@ import (

 func TestStorage_SaveAndLoad(t *testing.T) {
 	dir := t.TempDir()
-	storage := &Storage{Dir: dir}
+	storage := &StorageEntity{Dir: dir}
 	name := "test"
 	content := []byte("test content")
 	if err := storage.Save(name, content); err != nil {
@@ -23,7 +23,7 @@ func TestStorage_SaveAndLoad(t *testing.T) {

 func TestStorage_Exists(t *testing.T) {
 	dir := t.TempDir()
-	storage := &Storage{Dir: dir}
+	storage := &StorageEntity{Dir: dir}
 	name := "test"
 	if storage.Exists(name) {
 		t.Errorf("expected file to not exist")
@@ -38,7 +38,7 @@ func TestStorage_Exists(t *testing.T) {

 func TestStorage_Delete(t *testing.T) {
 	dir := t.TempDir()
-	storage := &Storage{Dir: dir}
+	storage := &StorageEntity{Dir: dir}
 	name := "test"
 	if err := storage.Save(name, []byte("test content")); err != nil {
 		t.Fatalf("failed to save content: %v", err)
--- a/db/patterns_test.go
+++ b/db/patterns_test.go
@@ -1 +0,0 @@
-package db
--- a/db/sessions.go
+++ b/db/sessions.go
@@ -1,38 +0,0 @@
-package db
-
-import (
-	"fmt"
-	"github.com/danielmiessler/fabric/common"
-)
-
-type Sessions struct {
-	*Storage
-}
-
-func (o *Sessions) GetOrCreateSession(name string) (session *Session, err error) {
-	session = &Session{Name: name}
-
-	if o.Exists(name) {
-		err = o.LoadAsJson(name, &session.Messages)
-	} else {
-		fmt.Printf("Creating new session: %s\n", name)
-	}
-	return
-}
-
-func (o *Sessions) SaveSession(session *Session) (err error) {
-	return o.SaveAsJson(session.Name, session.Messages)
-}
-
-type Session struct {
-	Name     string
-	Messages []*common.Message
-}
-
-func (o *Session) IsEmpty() bool {
-	return len(o.Messages) == 0
-}
-
-func (o *Session) Append(messages ...*common.Message) {
-	o.Messages = append(o.Messages, messages...)
-}
--- a/go.mod
+++ b/go.mod
@@ -5,6 +5,7 @@ go 1.22.5
 require (
 	github.com/anaskhan96/soup v1.2.5
 	github.com/atotto/clipboard v0.1.4
+	github.com/gin-gonic/gin v1.10.0
 	github.com/go-git/go-git/v5 v5.12.0
 	github.com/go-shiori/go-readability v0.0.0-20240923125239-59a7bd165825
 	github.com/google/generative-ai-go v0.18.0
@@ -17,7 +18,7 @@ require (
 	github.com/samber/lo v1.47.0
 	github.com/sashabaranov/go-openai v1.30.0
 	github.com/stretchr/testify v1.9.0
-	golang.org/x/text v0.18.0
+	golang.org/x/text v0.19.0
 	google.golang.org/api v0.197.0
 )

@@ -33,16 +34,26 @@ require (
 	github.com/ProtonMail/go-crypto v1.0.0 // indirect
 	github.com/andybalholm/cascadia v1.3.2 // indirect
 	github.com/araddon/dateparse v0.0.0-20210429162001-6b43995a97de // indirect
+	github.com/bytedance/sonic v1.11.6 // indirect
+	github.com/bytedance/sonic/loader v0.1.1 // indirect
 	github.com/cloudflare/circl v1.4.0 // indirect
+	github.com/cloudwego/base64x v0.1.4 // indirect
+	github.com/cloudwego/iasm v0.2.0 // indirect
 	github.com/cyphar/filepath-securejoin v0.3.2 // 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/gabriel-vasile/mimetype v1.4.3 // indirect
+	github.com/gin-contrib/sse v0.1.0 // indirect
 	github.com/go-git/gcfg v1.5.1-0.20230307220236-3a3c6141e376 // indirect
 	github.com/go-git/go-billy/v5 v5.5.0 // 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 v10.20.0 // indirect
 	github.com/go-shiori/dom v0.0.0-20230515143342-73569d674e1c // indirect
+	github.com/goccy/go-json v0.10.2 // 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
@@ -50,11 +61,20 @@ require (
 	github.com/googleapis/enterprise-certificate-proxy v0.3.4 // indirect
 	github.com/googleapis/gax-go/v2 v2.13.0 // 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 v2.2.7 // 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/pelletier/go-toml/v2 v2.2.2 // indirect
 	github.com/pjbgf/sha1cd v0.3.0 // 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/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 v0.55.0 // indirect
@@ -62,11 +82,12 @@ require (
 	go.opentelemetry.io/otel v1.30.0 // indirect
 	go.opentelemetry.io/otel/metric v1.30.0 // indirect
 	go.opentelemetry.io/otel/trace v1.30.0 // indirect
-	golang.org/x/crypto v0.27.0 // indirect
-	golang.org/x/net v0.29.0 // indirect
+	golang.org/x/arch v0.8.0 // indirect
+	golang.org/x/crypto v0.28.0 // indirect
+	golang.org/x/net v0.30.0 // indirect
 	golang.org/x/oauth2 v0.23.0 // indirect
 	golang.org/x/sync v0.8.0 // indirect
-	golang.org/x/sys v0.25.0 // indirect
+	golang.org/x/sys v0.26.0 // indirect
 	golang.org/x/time v0.6.0 // indirect
 	google.golang.org/genproto/googleapis/api v0.0.0-20240903143218-8af14fe29dc1 // indirect
 	google.golang.org/genproto/googleapis/rpc v0.0.0-20240903143218-8af14fe29dc1 // indirect
--- a/go.sum
+++ b/go.sum
@@ -32,11 +32,19 @@ github.com/armon/go-socks5 v0.0.0-20160902184237-e75332964ef5/go.mod h1:wHh0iHkY
 github.com/atotto/clipboard v0.1.4 h1:EH0zSVneZPSuFR11BlR9YppQTVDbh5+16AmcJi4g1z4=
 github.com/atotto/clipboard v0.1.4/go.mod h1:ZY9tmq7sm5xIbd9bOK4onWV4S6X0u6GY7Vn0Yu86PYI=
 github.com/bwesterb/go-ristretto v1.2.3/go.mod h1:fUIoIZaG73pV5biE2Blr2xEzDoMj7NFEuV9ekS419A0=
+github.com/bytedance/sonic v1.11.6 h1:oUp34TzMlL+OY1OUWxHqsdkgC/Zfc85zGqw9siXjrc0=
+github.com/bytedance/sonic v1.11.6/go.mod h1:LysEHSvpvDySVdC2f87zGWf6CIKJcAvqab1ZaiQtds4=
+github.com/bytedance/sonic/loader v0.1.1 h1:c+e5Pt1k/cy5wMveRDyk2X4B9hF4g7an8N3zCYjJFNM=
+github.com/bytedance/sonic/loader v0.1.1/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 v1.3.3/go.mod h1:5XYMA4rFBvNIrhs50XuiBJ15vF2pZn4nnUKZrLbUZFA=
 github.com/cloudflare/circl v1.4.0 h1:BV7h5MgrktNzytKmWjpOtdYrf0lkkbF8YMlBGPhJQrY=
 github.com/cloudflare/circl v1.4.0/go.mod h1:PDRU+oXvdD7KCtgKxW95M5Z8BpSCJXQORiZFnBQS5QU=
+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/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 v0.3.2 h1:QhZu5AxQ+o1XZH0Ye05YzvJ0kAdK6VQc0z9NNMek7gc=
 github.com/cyphar/filepath-securejoin v0.3.2/go.mod h1:F7i41x/9cBF7lzCrVsYs9fuzwRZm4NQsGTBdpp6mETc=
@@ -53,6 +61,12 @@ github.com/envoyproxy/go-control-plane v0.9.4/go.mod h1:6rpuAdCZL397s3pYoYcLgu1m
 github.com/envoyproxy/protoc-gen-validate v0.1.0/go.mod h1:iSmxcyjqTsJpI2R4NaDN7+kN2VEUnK/pcBlmesArF7c=
 github.com/felixge/httpsnoop v1.0.4 h1:NFTV2Zj1bL4mc9sqWACXbQFVBBg2W3GPvqp8/ESS2Wg=
 github.com/felixge/httpsnoop v1.0.4/go.mod h1:m8KPJKqk1gH5J9DgRY2ASl2lWCfGKXixSwevea8zH2U=
+github.com/gabriel-vasile/mimetype v1.4.3 h1:in2uUcidCuFcDKtdcBxlR0rJ1+fsokWf+uqxgUFjbI0=
+github.com/gabriel-vasile/mimetype v1.4.3/go.mod h1:d8uq/6HKRL6CGdk+aubisF/M5GcPfT7nKyLpA0lbSSk=
+github.com/gin-contrib/sse v0.1.0 h1:Y/yl/+YNO8GZSjAhjMsSuLt29uWRFHdHYUb5lYOV9qE=
+github.com/gin-contrib/sse v0.1.0/go.mod h1:RHrZQHXnP2xjPF+u1gW/2HnVO7nvIa9PG3Gm+fLHvGI=
+github.com/gin-gonic/gin v1.10.0 h1:nTuyha1TYqgedzytsKYqna+DfLos46nTv2ygFy86HFU=
+github.com/gin-gonic/gin v1.10.0/go.mod h1:4PMNQiOhvDRa013RKVbsiNwoyezlm2rm0uX/T7kzp5Y=
 github.com/gliderlabs/ssh v0.3.7 h1:iV3Bqi942d9huXnzEF2Mt+CY9gLu8DNM4Obd+8bODRE=
 github.com/gliderlabs/ssh v0.3.7/go.mod h1:zpHEXBstFnQYtGnB8k8kQLol82umzn/2/snG7alWVD8=
 github.com/go-git/gcfg v1.5.1-0.20230307220236-3a3c6141e376 h1:+zs/tPmkDkHx3U66DAb0lQFJrpS6731Oaa12ikc+DiI=
@@ -68,10 +82,20 @@ github.com/go-logr/logr v1.4.2 h1:6pFjapn8bFcIbiKo3XT4j/BhANplGihG6tvd+8rYgrY=
 github.com/go-logr/logr v1.4.2/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
 github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag=
 github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE=
+github.com/go-playground/assert/v2 v2.2.0 h1:JvknZsQTYeFEAhQwI4qEt9cyV5ONwRHC+lYKSsYSR8s=
+github.com/go-playground/assert/v2 v2.2.0/go.mod h1:VDjEfimB/XKnb+ZQfWdccd7VUvScMdVu0Titje2rxJ4=
+github.com/go-playground/locales v0.14.1 h1:EWaQ/wswjilfKLTECiXz7Rh+3BjFhfDFKv/oXslEjJA=
+github.com/go-playground/locales v0.14.1/go.mod h1:hxrqLVvrK65+Rwrd5Fc6F2O76J/NuW9t0sjnWqG1slY=
+github.com/go-playground/universal-translator v0.18.1 h1:Bcnm0ZwsGyWbCzImXv+pAJnYK9S473LQFuzCbDbfSFY=
+github.com/go-playground/universal-translator v0.18.1/go.mod h1:xekY+UJKNuX9WP91TpwSH2VMlDf28Uj24BCp08ZFTUY=
+github.com/go-playground/validator/v10 v10.20.0 h1:K9ISHbSaI0lyB2eWMPJo+kOS/FBExVwjEviJTixqxL8=
+github.com/go-playground/validator/v10 v10.20.0/go.mod h1:dbuPbCMFw/DrkbEynArYaCwl3amGuJotoKCe95atGMM=
 github.com/go-shiori/dom v0.0.0-20230515143342-73569d674e1c h1:wpkoddUomPfHiOziHZixGO5ZBS73cKqVzZipfrLmO1w=
 github.com/go-shiori/dom v0.0.0-20230515143342-73569d674e1c/go.mod h1:oVDCh3qjJMLVUSILBRwrm+Bc6RNXGZYtoh9xdvf1ffM=
 github.com/go-shiori/go-readability v0.0.0-20240923125239-59a7bd165825 h1:CpSi7xiWqGaAqVn/2MsbRoDmPwXMvvQUu3hLjX1QrOM=
 github.com/go-shiori/go-readability v0.0.0-20240923125239-59a7bd165825/go.mod h1:YWa00ashoPZMAOElrSn4E1cJErhDVU6PWAll4Hxzn+w=
+github.com/goccy/go-json v0.10.2 h1:CrxCmQqYDkv1z7lO7Wbh2HN93uovUHgrECaO5ZrCXAU=
+github.com/goccy/go-json v0.10.2/go.mod h1:6MelG93GURQebXPDq3khkgXZkazVtN9CRI+MGFi0w8I=
 github.com/gogs/chardet v0.0.0-20211120154057-b7413eaefb8f h1:3BSP1Tbs2djlpprl7wCLuiqMaUh5SJkkzI2gDs+FgLs=
 github.com/gogs/chardet v0.0.0-20211120154057-b7413eaefb8f/go.mod h1:Pcatq5tYkCW2Q6yrR2VRHlbHpZ/R4/7qyL1TCF7vl14=
 github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b/go.mod h1:SBH7ygxi8pfUlaOkMMuAQtPIUF8ecWP5IEl/CR7VP2Q=
@@ -100,6 +124,7 @@ github.com/google/go-cmp v0.5.0/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/
 github.com/google/go-cmp v0.5.3/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
 github.com/google/go-cmp v0.6.0 h1:ofyhxvXcZhMsU5ulbFiLKl/XBFqE1GSq7atu8tAmTRI=
 github.com/google/go-cmp v0.6.0/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY=
+github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
 github.com/google/s2a-go v0.1.8 h1:zZDs9gcbt9ZPLV0ndSyQk6Kacx2g/X+SKYovpnz3SMM=
 github.com/google/s2a-go v0.1.8/go.mod h1:6iNWHTpQ+nfNRN5E00MSdfDwVesa8hhS32PhPO8deJA=
 github.com/google/uuid v1.1.2/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
@@ -115,8 +140,14 @@ github.com/jessevdk/go-flags v1.6.1 h1:Cvu5U8UGrLay1rZfv/zP7iLpSHGUZ/Ou68T0iX1bB
 github.com/jessevdk/go-flags v1.6.1/go.mod h1:Mk8T1hIAWpOiJiHa9rJASDK2UGWji0EuPGBnNLMooyc=
 github.com/joho/godotenv v1.5.1 h1:7eLL/+HRGLY0ldzfGMeQkb7vMd0as4CfYvUVzLqw0N0=
 github.com/joho/godotenv v1.5.1/go.mod h1:f4LDr5Voq0i2e/R5DDNOoa2zzDfwtkZa6DnEwAbqwq4=
+github.com/json-iterator/go v1.1.12 h1:PV8peI4a0ysnczrg+LtxykD8LfKY9ML6u2jnxaEnrnM=
+github.com/json-iterator/go v1.1.12/go.mod h1:e30LSqwooZae/UwlEbR2852Gd8hjQvJoHmT4TnhNGBo=
 github.com/kevinburke/ssh_config v1.2.0 h1:x584FjTGwHzMwvHx18PXxbBVzfnxogHaAReU4gf13a4=
 github.com/kevinburke/ssh_config v1.2.0/go.mod h1:CT57kijsi8u/K/BOFA39wgDQJ9CxiF4nAY/ojJ6r6mM=
+github.com/klauspost/cpuid/v2 v2.0.9/go.mod h1:FInQzS24/EEf25PyTYn52gqo7WaD8xa0213Md/qVLRg=
+github.com/klauspost/cpuid/v2 v2.2.7 h1:ZWSB3igEs+d0qvnxR/ZBzXVmxkgt8DdzP6m9pfuVLDM=
+github.com/klauspost/cpuid/v2 v2.2.7/go.mod h1:Lcz8mBdAVJIBVzewtcLocK12l3Y+JytZYpaMropDUws=
+github.com/knz/go-libedit v1.10.1/go.mod h1:MZTVkCWyz0oBc7JOWP3wNAzd002ZbM/5hgShxwh4x8M=
 github.com/kr/pretty v0.1.0/go.mod h1:dAy3ld7l9f0ibDNOQOHHMYYIIbhfbHSm3C4ZsoJORNo=
 github.com/kr/pretty v0.3.1 h1:flRD4NNwYAUpkphVc1HcthR4KEIFJ65n8Mw5qdRn3LE=
 github.com/kr/pretty v0.3.1/go.mod h1:hoEshYVHaxMs3cyo3Yncou5ZscifuDolrwPKZanG3xk=
@@ -124,9 +155,18 @@ github.com/kr/pty v1.1.1/go.mod h1:pFQYn66WHrOpPYNljwOMqo10TkYh1fy3cYio2l3bCsQ=
 github.com/kr/text v0.1.0/go.mod h1:4Jbv+DJW3UT/LiOwJeYQe1efqtUx/iVham/4vfdArNI=
 github.com/kr/text v0.2.0 h1:5Nx0Ya0ZqY2ygV366QzturHI13Jq95ApcVaJBhpS+AY=
 github.com/kr/text v0.2.0/go.mod h1:eLer722TekiGuMkidMxC/pM04lWEeraHUUmBw8l2grE=
+github.com/leodido/go-urn v1.4.0 h1:WT9HwE9SGECu3lg4d/dIA+jxlljEa1/ffXKmRjqdmIQ=
+github.com/leodido/go-urn v1.4.0/go.mod h1:bvxc+MVxLKB4z00jd1z+Dvzr47oO32F/QSNjSBOlFxI=
 github.com/liushuangls/go-anthropic/v2 v2.8.0 h1:0zH2jDNycbrlszxnLrG+Gx8vVT0yJAPWU4s3ZTkWzgI=
 github.com/liushuangls/go-anthropic/v2 v2.8.0/go.mod h1:8BKv/fkeTaL5R9R9bGkaknYBueyw2WxY20o7bImbOek=
+github.com/mattn/go-isatty v0.0.20 h1:xfD0iDuEKnDkl03q4limB+vH+GxLEtL/jb4xVJSWWEY=
+github.com/mattn/go-isatty v0.0.20/go.mod h1:W+V8PltTTMOvKvAeJH7IuucS94S2C6jfK/D7dTCTo3Y=
 github.com/mattn/go-runewidth v0.0.10/go.mod h1:RAqKPSqVFrSLVXbA8x7dzmKdmGzieGRCM46jaSJTDAk=
+github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
+github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd h1:TRLaZ9cD/w8PVh93nsPXa1VrQ6jlwL5oN8l14QlcNfg=
+github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
+github.com/modern-go/reflect2 v1.0.2 h1:xBagoLtFs94CBntxluKeaWgTMpvLxC4ur3nMaC9Gz0M=
+github.com/modern-go/reflect2 v1.0.2/go.mod h1:yWuevngMOJpCy52FWWMvUC8ws7m/LJsjYzDa0/r8luk=
 github.com/ollama/ollama v0.3.11 h1:Fs1B5WjXYUvr5bkMZZpUJfiqIAxrymujRidFABwMeV8=
 github.com/ollama/ollama v0.3.11/go.mod h1:YrWoNkFnPOYsnDvsf/Ztb1wxU9/IXrNsQHqcxbY2r94=
 github.com/onsi/gomega v1.27.10 h1:naR28SdDFlqrG6kScpT8VWpu1xWY5nJRCF3XaYyBjhI=
@@ -135,6 +175,8 @@ github.com/otiai10/copy v1.14.0 h1:dCI/t1iTdYGtkvCuBG2BgR6KZa83PTclw4U5n2wAllU=
 github.com/otiai10/copy v1.14.0/go.mod h1:ECfuL02W+/FkTWZWgQqXPWZgW9oeKCSQ5qVfSc4qc4w=
 github.com/otiai10/mint v1.5.1 h1:XaPLeE+9vGbuyEHem1JNk3bYc7KKqyI/na0/mLd/Kks=
 github.com/otiai10/mint v1.5.1/go.mod h1:MJm72SBthJjz8qhefc4z1PYEieWmy8Bku7CjcAqyUSM=
+github.com/pelletier/go-toml/v2 v2.2.2 h1:aYUidT7k73Pcl9nb2gScu7NSrKCSHIDE89b3+6Wq+LM=
+github.com/pelletier/go-toml/v2 v2.2.2/go.mod h1:1t835xjRzz80PqgE6HHgN2JOsmgYu/h4qDAS4n929Rs=
 github.com/pjbgf/sha1cd v0.3.0 h1:4D5XXmUUBUl/xQ6IjCkEAbqXskkq/4O7LmGn0AqMDs4=
 github.com/pjbgf/sha1cd v0.3.0/go.mod h1:nZ1rrWOcGJ5uZgEEVL1VUM9iRQiZvWdbZjkKyFzPPsI=
 github.com/pkg/errors v0.9.1 h1:FEBLx1zS214owpjy7qsBeixbURkuhQAwrK5UwLGTwt4=
@@ -158,15 +200,22 @@ github.com/skeema/knownhosts v1.3.0/go.mod h1:sPINvnADmT/qYH1kfv+ePMmOBTH6Tbl7b5
 github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
 github.com/stretchr/objx v0.4.0/go.mod h1:YvHI0jy2hoMjB+UWwv71VJQ9isScKT/TqJzVSSt89Yw=
 github.com/stretchr/objx v0.5.0/go.mod h1:Yh+to48EsGEfYuaHDzXPcE3xhTkx73EhmCGUpEOglKo=
+github.com/stretchr/objx v0.5.2/go.mod h1:FRsXN1f5AsAjCGJKqEizvkpNtU+EGNCLh3NxZ/8L+MA=
 github.com/stretchr/testify v1.2.2/go.mod h1:a8OnRcib4nhh0OaRAV+Yts87kKdq0PP7pXfy6kDkUVs=
+github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
 github.com/stretchr/testify v1.4.0/go.mod h1:j7eGeouHqKxXV5pUuKE4zz7dFj8WfuZ+81PSLYec5m4=
 github.com/stretchr/testify v1.6.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
 github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
 github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
 github.com/stretchr/testify v1.8.0/go.mod h1:yNjHg4UonilssWZ8iaSj1OCr/vHnekPRkoO+kdMU+MU=
 github.com/stretchr/testify v1.8.1/go.mod h1:w2LPCIKwWwSfY2zedu0+kehJoqGctiVI29o6fzry7u4=
+github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo=
 github.com/stretchr/testify v1.9.0 h1:HtqpIVDClZ4nwg75+f6Lvsy/wHu+3BoSGCbBAcpTsTg=
 github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
+github.com/twitchyliquid64/golang-asm v0.15.1 h1:SU5vSMR7hnwNxj24w34ZyCi/FmDZTkS4MhqMhdFk5YI=
+github.com/twitchyliquid64/golang-asm v0.15.1/go.mod h1:a1lVb/DtPvCB8fslRZhAngC2+aY1QWCk3Cedj/Gdt08=
+github.com/ugorji/go/codec v1.2.12 h1:9LC83zGrHhuUA9l16C9AHXAqEV/2wBQ4nkvumAE65EE=
+github.com/ugorji/go/codec v1.2.12/go.mod h1:UNopzCgEMSXjBc6AOMqYvWC1ktqTAfzJZUZgYf6w6lg=
 github.com/xanzy/ssh-agent v0.3.3 h1:+/15pJfg/RsTxqYcX6fHqOXZwwMP+2VyYWJeWM2qQFM=
 github.com/xanzy/ssh-agent v0.3.3/go.mod h1:6dzNDKs0J9rVPHPhaGCukekBHKqfl+L3KghI1Bc68Uw=
 github.com/yuin/goldmark v1.4.13/go.mod h1:6yULJ656Px+3vBD8DxQVa3kxgyrAnzto9xy5taEt/CY=
@@ -182,14 +231,17 @@ go.opentelemetry.io/otel/metric v1.30.0 h1:4xNulvn9gjzo4hjg+wzIKG7iNFEaBMX00Qd4Q
 go.opentelemetry.io/otel/metric v1.30.0/go.mod h1:aXTfST94tswhWEb+5QjlSqG+cZlmyXy/u8jFpor3WqQ=
 go.opentelemetry.io/otel/trace v1.30.0 h1:7UBkkYzeg3C7kQX8VAidWh2biiQbtAKjyIML8dQ9wmc=
 go.opentelemetry.io/otel/trace v1.30.0/go.mod h1:5EyKqTzzmyqB9bwtCCq6pDLktPK6fmGf/Dph+8VI02o=
+golang.org/x/arch v0.0.0-20210923205945-b76863e36670/go.mod h1:5om86z9Hs0C8fWVUuoMHwpExlXzs5Tkyp9hOrfG7pp8=
+golang.org/x/arch v0.8.0 h1:3wRIsP3pM4yUptoR96otTUOXI367OS0+c9eeRi9doIc=
+golang.org/x/arch v0.8.0/go.mod h1:FEVrYAQjsQXMVJ1nsMoVVXPZg6p2JE2mx8psSWTDQys=
 golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
 golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
 golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
 golang.org/x/crypto v0.0.0-20220622213112-05595931fe9d/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4=
 golang.org/x/crypto v0.3.1-0.20221117191849-2c476679df9a/go.mod h1:hebNnKkNXi2UzZN1eVRvBB7co0a+JxK6XbPiWVs/3J4=
 golang.org/x/crypto v0.7.0/go.mod h1:pYwdfH91IfpZVANVyUOhSIPZaFoJGxTFbZhFTx+dXZU=
-golang.org/x/crypto v0.27.0 h1:GXm2NjJrPaiv/h1tb2UH8QfgC/hOf/+z0p6PT8o1w7A=
-golang.org/x/crypto v0.27.0/go.mod h1:1Xngt8kV6Dvbssa53Ziq6Eqn0HqbZi5Z6R0ZpwQzt70=
+golang.org/x/crypto v0.28.0 h1:GBDwsMXVQi34v5CCYUm2jkJvu4cbtru2U4TN2PSyQnw=
+golang.org/x/crypto v0.28.0/go.mod h1:rmgy+3RHxRZMyY0jjAJShp2zgEdOqj2AO7U0pYmeQ7U=
 golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
 golang.org/x/lint v0.0.0-20181026193005-c67002cb31c3/go.mod h1:UVdnD1Gm6xHRNCYTkRU2/jEulfH38KcIWyp/GAMgvoE=
 golang.org/x/lint v0.0.0-20190227174305-5b3e6a55c961/go.mod h1:wehouNa3lNwaWXcvxsM5YxQ5yQlVC4a0KAMCusXpPoU=
@@ -211,8 +263,8 @@ golang.org/x/net v0.2.0/go.mod h1:KqCZLdyyvdV855qA2rE3GC2aiw5xGR5TEjj8smXukLY=
 golang.org/x/net v0.6.0/go.mod h1:2Tu9+aMcznHK/AK1HMvgo6xiTLG5rD5rZLDS+rp2Bjs=
 golang.org/x/net v0.8.0/go.mod h1:QVkue5JL9kW//ek3r6jTKnTFis1tRmNAW2P1shuFdJc=
 golang.org/x/net v0.9.0/go.mod h1:d48xBJpPfHeWQsugry2m+kC02ZBRGRgulfHnEXEuWns=
-golang.org/x/net v0.29.0 h1:5ORfpBpCs4HzDYoodCDBbwHzdR5UrLBZ3sOnUJmFoHo=
-golang.org/x/net v0.29.0/go.mod h1:gLkgy8jTGERgjzMic6DS9+SP0ajcu6Xu3Orq/SpETg0=
+golang.org/x/net v0.30.0 h1:AcW1SDZMkb8IpzCdQUaIq2sP4sZ4zw+55h6ynffypl4=
+golang.org/x/net v0.30.0/go.mod h1:2wGyMJ5iFasEhkwi13ChkO/t1ECNC4X4eBKkVFyYFlU=
 golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
 golang.org/x/oauth2 v0.23.0 h1:PbgcYx2W7i4LvjJWEbf0ngHV6qJYr86PkAV3bXdLEbs=
 golang.org/x/oauth2 v0.23.0/go.mod h1:XYTD2NtWslqkgxebSiOHnXEap4TF09sJSc7H1sXbhtI=
@@ -240,16 +292,16 @@ golang.org/x/sys v0.3.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.7.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
-golang.org/x/sys v0.25.0 h1:r+8e+loiHxRqhXVl6ML1nO3l1+oFoWbnlu2Ehimmi34=
-golang.org/x/sys v0.25.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
+golang.org/x/sys v0.26.0 h1:KHjCJyddX0LoSTb3J+vWpupP9p0oznkqVk/IfjymZbo=
+golang.org/x/sys v0.26.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
 golang.org/x/term v0.2.0/go.mod h1:TVmDHMZPmdnySmBfhjOoOdhjzdE1h4u1VwSiw2l1Nuc=
 golang.org/x/term v0.5.0/go.mod h1:jMB1sMXY+tzblOD4FWmEbocvup2/aLOaQEp7JmGp78k=
 golang.org/x/term v0.6.0/go.mod h1:m6U89DPEgQRMq3DNkDClhWw02AUbt2daBVO4cn4Hv9U=
 golang.org/x/term v0.7.0/go.mod h1:P32HKFT3hSsZrRxla30E9HqToFYAQPCMs/zFMBUFqPY=
-golang.org/x/term v0.24.0 h1:Mh5cbb+Zk2hqqXNO7S1iTjEphVL+jb8ZWaqh/g+JWkM=
-golang.org/x/term v0.24.0/go.mod h1:lOBK/LVxemqiMij05LGJ0tzNr8xlmwBRJ81PX6wVLH8=
+golang.org/x/term v0.25.0 h1:WtHI/ltw4NvSUig5KARz9h521QvRC8RmF/cuYqifU24=
+golang.org/x/term v0.25.0/go.mod h1:RPyXicDX+6vLxogjjRxjgD2TKtmAO6NZBsBRfrOLu7M=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
@@ -258,8 +310,8 @@ golang.org/x/text v0.4.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
 golang.org/x/text v0.7.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
 golang.org/x/text v0.8.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
 golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
-golang.org/x/text v0.18.0 h1:XvMDiNzPAl0jr17s6W9lcaIhGUfUORdGCNsuLmPG224=
-golang.org/x/text v0.18.0/go.mod h1:BuEKDfySbSR4drPmRPG/7iBdf8hvFMuRexcpahXilzY=
+golang.org/x/text v0.19.0 h1:kTxAhCbGbxhK0IwgSKiMO5awPoDQ0RpfiVYBfK860YM=
+golang.org/x/text v0.19.0/go.mod h1:BuEKDfySbSR4drPmRPG/7iBdf8hvFMuRexcpahXilzY=
 golang.org/x/time v0.6.0 h1:eTDhh4ZXt5Qf0augr54TN6suAUudPcawVZeIAPU7D4U=
 golang.org/x/time v0.6.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
@@ -314,3 +366,5 @@ 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=
+rsc.io/pdf v0.1.1/go.mod h1:n8OzWcQ6Sp37PL01nO98y4iUCRdTGarVfzxY20ICaU4=
--- a/lang/language.go
+++ b/lang/language.go
@@ -0,0 +1,41 @@
+package lang
+
+import (
+	"github.com/danielmiessler/fabric/common"
+	"golang.org/x/text/language"
+)
+
+func NewLanguage() (ret *Language) {
+
+	label := "Language"
+	ret = &Language{}
+
+	ret.Configurable = &common.Configurable{
+		Label:           label,
+		EnvNamePrefix:   common.BuildEnvVariablePrefix(label),
+		ConfigureCustom: ret.configure,
+	}
+
+	ret.DefaultLanguage = ret.Configurable.AddSetupQuestionCustom("Output", false,
+		"Enter your default want output lang (for example: zh_CN)")
+
+	return
+}
+
+type Language struct {
+	*common.Configurable
+	DefaultLanguage *common.SetupQuestion
+}
+
+func (o *Language) configure() error {
+	if o.DefaultLanguage.Value != "" {
+		langTag, err := language.Parse(o.DefaultLanguage.Value)
+		if err == nil {
+			o.DefaultLanguage.Value = langTag.String()
+		} else {
+			o.DefaultLanguage.Value = ""
+		}
+	}
+
+	return nil
+}
--- a/main.go
+++ b/main.go
@@ -9,7 +9,7 @@ import (
 )

 func main() {
-	_, err := cli.Cli(version)
+	err := cli.Cli(version)
 	if err != nil && !flags.WroteHelp(err) {
 		fmt.Printf("%s\n", err)
 		os.Exit(1)
--- a/patterns/analyze_answers/system.md
+++ b/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.

--- a/patterns/extract_core_message/system.md
+++ b/patterns/extract_core_message/system.md
@@ -0,0 +1,39 @@
+# IDENTITY
+
+You are an expert at looking at a presentation, an essay, or a full body of lifetime work, and clearly and accurately articulating what the core message is.
+
+# GOAL
+
+- Produce a clear sentence that perfectly articulates the core message as presented in a given text or body of work.
+
+# EXAMPLE
+
+If the input is all of Victor Frankl's work, then the core message would be:
+
+Finding meaning in suffering is key to human resilience, purpose, and enduring life’s challenges.
+
+END EXAMPLE
+
+# STEPS
+
+- Fully digest the input. 
+
+- Determine if the input is a single text or a body of work.
+
+- Based on which it is, parse the thing that's supposed to be parsed.
+
+- Extract the core message from the parsed text into a single sentence.
+
+# OUTPUT
+
+- Output a single, 15-word sentence that perfectly articulates the core message as presented in the input.
+
+# OUTPUT INSTRUCTIONS
+
+- The sentence should be a single sentence that is 15 words or fewer, with no special formatting or anything else.
+
+- Do not include any setup to the sentence, e.g., "The core message is to…", etc. Just list the core message and nothing else.
+
+- ONLY OUTPUT THE CORE MESSAGE, not a setup to it, commentary on it, or anything else.
+
+- Do not ask questions or complain in any way about the task.
--- a/patterns/extract_sponsors/system.md
+++ b/patterns/extract_sponsors/system.md
@@ -5,7 +5,9 @@ You are an expert at extracting the sponsors and potential sponsors from a given
 # Steps

 - Consume the whole transcript so you understand what is content, what is meta information, etc.
+
 - Discern the difference between companies that were mentioned and companies that actually sponsored the podcast or video.
+
 - Output the following:

 ## OFFICIAL SPONSORS
@@ -15,36 +17,20 @@ You are an expert at extracting the sponsors and potential sponsors from a given
 - $SOURCE_CHANNEL$ | $SPONSOR3$ | $SPONSOR3_DESCRIPTION$ | $SPONSOR3_LINK$
 - And so on…

-## POTENTIAL SPONSORS
-
- $SOURCE_CHANNEL$ | $SPONSOR1$ | $SPONSOR1_DESCRIPTION$ | $SPONSOR1_LINK$
- $SOURCE_CHANNEL$ | $SPONSOR2$ | $SPONSOR2_DESCRIPTION$ | $SPONSOR2_LINK$
- $SOURCE_CHANNEL$ | $SPONSOR3$ | $SPONSOR3_DESCRIPTION$ | $SPONSOR3_LINK$
- And so on…
-
 # EXAMPLE OUTPUT

 ## OFFICIAL SPONSORS

- AI Jason's YouTube Channel | Flair | Flair is a threat intel platform powered by AI. | https://flair.ai
- Matthew Berman's YouTube Channel | Weaviate | Weviate is an open-source knowledge graph powered by ML. | https://weaviate.com
- Unsupervised Learning Website | JunaAI | JunaAI is a platform for AI-powered content creation. | https://junaai.com
- The AI Junkie Podcast | JunaAI | JunaAI is a platform for AI-powered content creation. | https://junaai.com
-
-## POTENTIAL SPONSORS
-
- AI Jason's YouTube Channel | Flair | Flair is a threat intel platform powered by AI. | https://flair.ai
- Matthew Berman's YouTube Channel | Weaviate | Weviate is an open-source knowledge graph powered by ML. | https://weaviate.com
- Unsupervised Learning Website | JunaAI | JunaAI is a platform for AI-powered content creation. | https://junaai.com
- The AI Junkie Podcast | JunaAI | JunaAI is a platform for AI-powered content creation. | https://junaai.com
+- Flair | Flair is a threat intel platform powered by AI. | https://flair.ai
+- Weaviate | Weviate is an open-source knowledge graph powered by ML. | https://weaviate.com
+- JunaAI | JunaAI is a platform for AI-powered content creation. | https://junaai.com
+- JunaAI | JunaAI is a platform for AI-powered content creation. | https://junaai.com

 ## END EXAMPLE OUTPUT

 # OUTPUT INSTRUCTIONS

 - The official sponsor list should only include companies that officially sponsored the content in question.
- The potential sponsor list should include companies that were mentioned during the content but that didn't officially sponsor.
- Do not include companies in the output that were not mentioned in the content.
 - Do not output warnings or notes—just the requested sections.

 # INPUT:
--- a/patterns/raycast/capture_thinkers_work
+++ b/patterns/raycast/capture_thinkers_work
@@ -0,0 +1,27 @@
+#!/bin/bash
+
+# Required parameters:
+# @raycast.schemaVersion 1
+# @raycast.title Capture Thinkers Work
+# @raycast.mode fullOutput
+
+# Optional parameters:
+# @raycast.icon 🧠
+# @raycast.argument1 { "type": "text", "placeholder": "Input text", "optional": false, "percentEncoded": true}
+
+# Documentation:
+# @raycast.description Run fabric capture_thinkers_work on the input text
+# @raycast.author Daniel Miessler
+# @raycast.authorURL https://github.com/danielmiessler
+
+# Set PATH to include common locations and $HOME/go/bin
+PATH="/usr/local/bin:/usr/bin:/bin:/usr/sbin:/sbin:$HOME/go/bin:$PATH"
+
+# Use the PATH to find and execute fabric
+if command -v fabric >/dev/null 2>&1; then
+    fabric -sp capture_thinkers_work "${1}"
+else
+    echo "Error: fabric command not found in PATH"
+    echo "Current PATH: $PATH"
+    exit 1
+fi
--- a/patterns/transcribe_minutes/system.md
+++ b/patterns/transcribe_minutes/system.md
@@ -8,15 +8,15 @@ Take a step back and think step-by-step about how to achieve the best possible r

 - Fully digest the content provided.

- Extract all actionables agreed within the meeting.
+- Extract all actionables agreed upon within the meeting.

 - Extract any interesting ideas brought up in the meeting. 

- In a section called TITLE, write a 1 to 5 word title for the meeting
+- In a section called TITLE, write a 1 to 5 word title for the meeting.

 - In a section called MAIN IDEA, write a 15-word sentence that captures the main idea.

- In a section called MINUTES, write 20 to 50 bullet points, highliting  of the most surprising, insightful, and/or interesting ideas that come up in the conversation. If there are less than 50 then collect all of them. Make sure you extract at least 20.
+- In a section called MINUTES, write 20 to 50 bullet points, highlighting of the most surprising, insightful, and/or interesting ideas that come up in the conversation. If there are less than 50 then collect all of them. Make sure you extract at least 20.

 - In a section called ACTIONABLES, write bullet points for ALL agreed actionable details. This includes cases where a speaker agrees to do or look into something. If there is a deadline mentioned, include it here.

@@ -24,16 +24,16 @@ Take a step back and think step-by-step about how to achieve the best possible r

 - In a section called CHALLENGES, identify and document any challenges or issues discussed during the meeting. Note any potential solutions or strategies proposed to address these challenges.

- In a section caled NEXT STEPS, outline the next steps and actions to be taken after the meeting
+- In a section called NEXT STEPS, outline the next steps and actions to be taken after the meeting.

 # OUTPUT INSTRUCTIONS

 - Only output Markdown.
- Write MINUTES as exxactly 15 words.
+- Write MINUTES as exactly 15 words.
 - Write ACTIONABLES as exactly 15 words.
 - Write DECISIONS as exactly 15 words.
 - Write CHALLENGES as 2-3 sentences.
- Write NEXT STEPS a 2-3 sentences.
+- Write NEXT STEPS as 2-3 sentences.
 - Do not give warnings or notes; only output the requested sections.
 - Do not repeat ideas, quotes, facts, or resources.
 - You use bulleted lists for output, not numbered lists.
--- a/plugins/ai/anthropic/anthropic.go
+++ b/plugins/ai/anthropic/anthropic.go
--- a/plugins/ai/azure/azure.go
+++ b/plugins/ai/azure/azure.go
@@ -1,10 +1,10 @@
 package azure

 import (
+	"github.com/danielmiessler/fabric/plugins/ai/openai"
 	"strings"

 	"github.com/danielmiessler/fabric/common"
-	"github.com/danielmiessler/fabric/vendors/openai"
 	goopenai "github.com/sashabaranov/go-openai"
 )

--- a/plugins/ai/dryrun/dryrun.go
+++ b/plugins/ai/dryrun/dryrun.go
--- a/plugins/ai/gemini/gemini.go
+++ b/plugins/ai/gemini/gemini.go
--- a/plugins/ai/groq/groq.go
+++ b/plugins/ai/groq/groq.go
@@ -1,7 +1,7 @@
 package groq

 import (
-	"github.com/danielmiessler/fabric/vendors/openai"
+	"github.com/danielmiessler/fabric/plugins/ai/openai"
 )

 func NewClient() (ret *Client) {
--- a/plugins/ai/mistral/mistral.go
+++ b/plugins/ai/mistral/mistral.go
@@ -1,7 +1,7 @@
 package mistral

 import (
-	"github.com/danielmiessler/fabric/vendors/openai"
+	"github.com/danielmiessler/fabric/plugins/ai/openai"
 )

 func NewClient() (ret *Client) {
--- a/plugins/ai/ollama/ollama.go
+++ b/plugins/ai/ollama/ollama.go
--- a/plugins/ai/openai/openai.go
+++ b/plugins/ai/openai/openai.go
--- a/plugins/ai/openai/openai_test.go
+++ b/plugins/ai/openai/openai_test.go
--- a/plugins/ai/openrouter/openrouter.go
+++ b/plugins/ai/openrouter/openrouter.go
@@ -1,7 +1,7 @@
 package openrouter

 import (
-	"github.com/danielmiessler/fabric/vendors/openai"
+	"github.com/danielmiessler/fabric/plugins/ai/openai"
 )

 func NewClient() (ret *Client) {
--- a/plugins/ai/siliconcloud/siliconcloud.go
+++ b/plugins/ai/siliconcloud/siliconcloud.go
@@ -1,7 +1,7 @@
 package siliconcloud

 import (
-	"github.com/danielmiessler/fabric/vendors/openai"
+	"github.com/danielmiessler/fabric/plugins/ai/openai"
 )

 func NewClient() (ret *Client) {
--- a/plugins/ai/vendor.go
+++ b/plugins/ai/vendor.go
@@ -1,4 +1,4 @@
-package vendors
+package ai

 import (
 	"bytes"
--- a/plugins/tools/converter/html_readability.go
+++ b/plugins/tools/converter/html_readability.go
--- a/plugins/tools/converter/html_readability_test.go
+++ b/plugins/tools/converter/html_readability_test.go
--- a/plugins/tools/jina/jina.go
+++ b/plugins/tools/jina/jina.go
--- a/plugins/tools/lang/language.go
+++ b/plugins/tools/lang/language.go
@@ -0,0 +1,41 @@
+package lang
+
+import (
+	"github.com/danielmiessler/fabric/common"
+	"golang.org/x/text/language"
+)
+
+func NewLanguage() (ret *Language) {
+
+	label := "Language"
+	ret = &Language{}
+
+	ret.Configurable = &common.Configurable{
+		Label:           label,
+		EnvNamePrefix:   common.BuildEnvVariablePrefix(label),
+		ConfigureCustom: ret.configure,
+	}
+
+	ret.DefaultLanguage = ret.Configurable.AddSetupQuestionCustom("Output", false,
+		"Enter your default want output lang (for example: zh_CN)")
+
+	return
+}
+
+type Language struct {
+	*common.Configurable
+	DefaultLanguage *common.SetupQuestion
+}
+
+func (o *Language) configure() error {
+	if o.DefaultLanguage.Value != "" {
+		langTag, err := language.Parse(o.DefaultLanguage.Value)
+		if err == nil {
+			o.DefaultLanguage.Value = langTag.String()
+		} else {
+			o.DefaultLanguage.Value = ""
+		}
+	}
+
+	return nil
+}
--- a/plugins/tools/to_pdf/to_pdf.go
+++ b/plugins/tools/to_pdf/to_pdf.go
--- a/plugins/tools/youtube/youtube.go
+++ b/plugins/tools/youtube/youtube.go
--- a/restapi/contexts.go
+++ b/restapi/contexts.go
@@ -0,0 +1,19 @@
+package restapi
+
+import (
+	"github.com/danielmiessler/fabric/db/fs"
+	"github.com/gin-gonic/gin"
+)
+
+// ContextsHandler defines the handler for contexts-related operations
+type ContextsHandler struct {
+	*StorageHandler[fs.Context]
+	contexts *fs.ContextsEntity
+}
+
+// NewContextsHandler creates a new ContextsHandler
+func NewContextsHandler(r *gin.Engine, contexts *fs.ContextsEntity) (ret *ContextsHandler) {
+	ret = &ContextsHandler{
+		StorageHandler: NewStorageHandler[fs.Context](r, "contexts", contexts), contexts: contexts}
+	return
+}
--- a/restapi/patterns.go
+++ b/restapi/patterns.go
@@ -0,0 +1,35 @@
+package restapi
+
+import (
+	"github.com/danielmiessler/fabric/db/fs"
+	"github.com/gin-gonic/gin"
+	"net/http"
+)
+
+// PatternsHandler defines the handler for patterns-related operations
+type PatternsHandler struct {
+	*StorageHandler[fs.Pattern]
+	patterns *fs.PatternsEntity
+}
+
+// NewPatternsHandler creates a new PatternsHandler
+func NewPatternsHandler(r *gin.Engine, patterns *fs.PatternsEntity) (ret *PatternsHandler) {
+	ret = &PatternsHandler{
+		StorageHandler: NewStorageHandler[fs.Pattern](r, "patterns", patterns), patterns: patterns}
+
+	// TODO: Add custom, replacement routes here
+	//r.GET("/patterns/:name", ret.Get)
+	return
+}
+
+// Get handles the GET /patterns/:name route
+func (h *PatternsHandler) Get(c *gin.Context) {
+	name := c.Param("name")
+	variables := make(map[string]string) // Assuming variables are passed somehow
+	pattern, err := h.patterns.GetApplyVariables(name, variables)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, err.Error())
+		return
+	}
+	c.JSON(http.StatusOK, pattern)
+}
--- a/restapi/serve.go
+++ b/restapi/serve.go
@@ -0,0 +1,27 @@
+package restapi
+
+import (
+	"github.com/danielmiessler/fabric/db/fs"
+	"github.com/gin-gonic/gin"
+)
+
+func Serve(fabricDb *fs.Db, address string) (err error) {
+	r := gin.Default()
+
+	// Middleware
+	r.Use(gin.Logger())
+	r.Use(gin.Recovery())
+
+	// Register routes
+	NewPatternsHandler(r, fabricDb.Patterns)
+	NewContextsHandler(r, fabricDb.Contexts)
+	NewSessionsHandler(r, fabricDb.Sessions)
+
+	// Start server
+	err = r.Run(address)
+	if err != nil {
+		return err
+	}
+
+	return
+}
--- a/restapi/sessions.go
+++ b/restapi/sessions.go
@@ -0,0 +1,19 @@
+package restapi
+
+import (
+	"github.com/danielmiessler/fabric/db/fs"
+	"github.com/gin-gonic/gin"
+)
+
+// SessionsHandler defines the handler for sessions-related operations
+type SessionsHandler struct {
+	*StorageHandler[fs.Session]
+	sessions *fs.SessionsEntity
+}
+
+// NewSessionsHandler creates a new SessionsHandler
+func NewSessionsHandler(r *gin.Engine, sessions *fs.SessionsEntity) (ret *SessionsHandler) {
+	ret = &SessionsHandler{
+		StorageHandler: NewStorageHandler[fs.Session](r, "sessions", sessions), sessions: sessions}
+	return ret
+}
--- a/restapi/storage.go
+++ b/restapi/storage.go
@@ -0,0 +1,100 @@
+package restapi
+
+import (
+	"fmt"
+	"github.com/danielmiessler/fabric/db"
+	"github.com/gin-gonic/gin"
+	"io"
+	"net/http"
+)
+
+// StorageHandler defines the handler for storage-related operations
+type StorageHandler[T any] struct {
+	storage db.Storage[T]
+}
+
+// NewStorageHandler creates a new StorageHandler
+func NewStorageHandler[T any](r *gin.Engine, entityType string, storage db.Storage[T]) (ret *StorageHandler[T]) {
+	ret = &StorageHandler[T]{storage: storage}
+	r.GET(fmt.Sprintf("/%s/:name", entityType), ret.Get)
+	r.GET(fmt.Sprintf("/%s/names", entityType), ret.GetNames)
+	r.DELETE(fmt.Sprintf("/%s/:name", entityType), ret.Delete)
+	r.GET(fmt.Sprintf("/%s/exists/:name", entityType), ret.Exists)
+	r.PUT(fmt.Sprintf("/%s/rename/:oldName/:newName", entityType), ret.Rename)
+	r.POST(fmt.Sprintf("/%s/:name", entityType), ret.Save)
+	return
+}
+
+// Get handles the GET /storage/:name route
+func (h *StorageHandler[T]) Get(c *gin.Context) {
+	name := c.Param("name")
+	item, err := h.storage.Get(name)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, err.Error())
+		return
+	}
+	c.JSON(http.StatusOK, item)
+}
+
+// GetNames handles the GET /storage/names route
+func (h *StorageHandler[T]) GetNames(c *gin.Context) {
+	names, err := h.storage.GetNames()
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, err.Error())
+		return
+	}
+	c.JSON(http.StatusOK, names)
+}
+
+// Delete handles the DELETE /storage/:name route
+func (h *StorageHandler[T]) Delete(c *gin.Context) {
+	name := c.Param("name")
+	err := h.storage.Delete(name)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, err.Error())
+		return
+	}
+	c.Status(http.StatusOK)
+}
+
+// Exists handles the GET /storage/exists/:name route
+func (h *StorageHandler[T]) Exists(c *gin.Context) {
+	name := c.Param("name")
+	exists := h.storage.Exists(name)
+	c.JSON(http.StatusOK, exists)
+}
+
+// Rename handles the PUT /storage/rename/:oldName/:newName route
+func (h *StorageHandler[T]) Rename(c *gin.Context) {
+	oldName := c.Param("oldName")
+	newName := c.Param("newName")
+	err := h.storage.Rename(oldName, newName)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, err.Error())
+		return
+	}
+	c.Status(http.StatusOK)
+}
+
+// Save handles the POST /storage/save/:name route
+func (h *StorageHandler[T]) Save(c *gin.Context) {
+	name := c.Param("name")
+
+	// Read the request body
+	body := c.Request.Body
+	defer body.Close()
+
+	content, err := io.ReadAll(body)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, err.Error())
+		return
+	}
+
+	// Save the content to storage
+	err = h.storage.Save(name, content)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, err.Error())
+		return
+	}
+	c.Status(http.StatusOK)
+}
--- a/setup_fabric.bat
+++ b/setup_fabric.bat
@@ -0,0 +1,112 @@
+@echo off
+setlocal enabledelayedexpansion
+
+:: Check if running with administrator privileges
+net session >nul 2>&1
+if %errorlevel% neq 0 (
+    echo Please run this script as an administrator.
+    pause
+    exit /b 1
+)
+
+:: Install Chocolatey (package manager for Windows)
+if not exist "%ProgramData%\chocolatey\bin\choco.exe" (
+    echo Installing Chocolatey...
+    @"%SystemRoot%\System32\WindowsPowerShell\v1.0\powershell.exe" -NoProfile -InputFormat None -ExecutionPolicy Bypass -Command "[System.Net.ServicePointManager]::SecurityProtocol = 3072; iex ((New-Object System.Net.WebClient).DownloadString('https://chocolatey.org/install.ps1'))" && SET "PATH=%PATH%;%ALLUSERSPROFILE%\chocolatey\bin"
+)
+
+:: Install Go
+where go >nul 2>&1
+if %errorlevel% neq 0 (
+    echo Installing Go...
+    choco install golang -y
+    set "PATH=%PATH%;C:\Program Files\Go\bin"
+)
+
+:: Install Git
+where git >nul 2>&1
+if %errorlevel% neq 0 (
+    echo Installing Git...
+    choco install git -y
+)
+
+:: Refresh environment variables
+call refreshenv
+
+:: Install Fabric
+echo Installing Fabric...
+go install github.com/danielmiessler/fabric@latest
+
+:: Run Fabric setup
+echo Running Fabric setup...
+fabric --setup
+
+:: Install yt helper
+echo Installing yt helper...
+go install github.com/danielmiessler/yt@latest
+
+:: Prompt user for YouTube API Key
+set /p YOUTUBE_API_KEY=Enter your YouTube API Key (press Enter to skip): 
+if not "!YOUTUBE_API_KEY!"=="" (
+    echo YOUTUBE_API_KEY=!YOUTUBE_API_KEY!>> %USERPROFILE%\.config\fabric\.env
+)
+
+:: Prompt user for OpenAI API Key
+set /p OPENAI_API_KEY=Enter your OpenAI API Key (press Enter to skip): 
+if not "!OPENAI_API_KEY!"=="" (
+    echo OPENAI_API_KEY=!OPENAI_API_KEY!>> %USERPROFILE%\.config\fabric\.env
+)
+
+:: Run Fabric
+:run_fabric
+cls
+echo Fabric is now installed and ready to use.
+echo.
+echo Available options:
+echo 1. Run Fabric with custom options
+echo 2. List patterns
+echo 3. List models
+echo 4. Update patterns
+echo 5. Exit
+echo.
+set /p CHOICE=Enter your choice (1-5): 
+
+if "%CHOICE%"=="1" (
+    set /p PATTERN=Enter pattern (or press Enter to skip): 
+    set /p CONTEXT=Enter context (or press Enter to skip): 
+    set /p SESSION=Enter session (or press Enter to skip): 
+    set /p MODEL=Enter model (or press Enter to skip): 
+    set /p TEMPERATURE=Enter temperature (or press Enter for default): 
+    set /p STREAM=Do you want to stream output? (Y/N): 
+
+    set "FABRIC_CMD=fabric"
+    if not "!PATTERN!"=="" set "FABRIC_CMD=!FABRIC_CMD! --pattern !PATTERN!"
+    if not "!CONTEXT!"=="" set "FABRIC_CMD=!FABRIC_CMD! --context !CONTEXT!"
+    if not "!SESSION!"=="" set "FABRIC_CMD=!FABRIC_CMD! --session !SESSION!"
+    if not "!MODEL!"=="" set "FABRIC_CMD=!FABRIC_CMD! --model !MODEL!"
+    if not "!TEMPERATURE!"=="" set "FABRIC_CMD=!FABRIC_CMD! --temperature !TEMPERATURE!"
+    if /i "!STREAM!"=="Y" set "FABRIC_CMD=!FABRIC_CMD! --stream"
+
+    echo Running Fabric with command: !FABRIC_CMD!
+    !FABRIC_CMD!
+    pause
+    goto run_fabric
+) else if "%CHOICE%"=="2" (
+    fabric --listpatterns
+    pause
+    goto run_fabric
+) else if "%CHOICE%"=="3" (
+    fabric --listmodels
+    pause
+    goto run_fabric
+) else if "%CHOICE%"=="4" (
+    fabric --updatepatterns
+    pause
+    goto run_fabric
+) else if "%CHOICE%"=="5" (
+    exit /b 0
+) else (
+    echo Invalid choice. Please try again.
+    pause
+    goto run_fabric
+)
--- a/version.go
+++ b/version.go
@@ -1,3 +1,3 @@
 package main

-var version = "v1.4.45"
+var version = "v1.4.65"
Author	SHA1	Message	Date
github-actions[bot]	15de33107b	Update version to v1.4.65 and commit	2024-10-16 13:27:28 +00:00
Eugen Eisler	81f9b1dabb	Merge pull request #1045 from Fenicio/patch-1 Update patterns/analyze_answers/system.md - Fixed a bunch of typos	2024-10-16 16:27:14 +03:00
Guillermo G C	888342c119	Update patterns/analyze_answers/system.md - Fixed a bunch of typos	2024-10-15 08:53:26 +02:00
github-actions[bot]	12d83dad6d	Update version to v1.4.64 and commit	2024-10-14 18:17:37 +00:00
Jonathan Dunn	14ef9fd41c	updated readme	2024-10-14 14:17:19 -04:00
github-actions[bot]	584e0c8547	Update version to v1.4.63 and commit	2024-10-13 14:42:39 +00:00
Daniel Miessler	914b312c2e	Merge pull request #862 from Thepathakarpit/patch-1 Create setup_fabric.bat, a batch script to automate setup and running…	2024-10-13 07:42:27 -07:00
github-actions[bot]	8153d690cc	Update version to v1.4.62 and commit	2024-10-13 14:40:48 +00:00
Daniel Miessler	d03bdbeb9b	Merge pull request #1044 from danielmiessler/feat/rest-api Feat/rest api	2024-10-13 07:40:32 -07:00
github-actions[bot]	87730043b5	Update version to v1.4.61 and commit	2024-10-13 02:50:02 +00:00
Daniel Miessler	3285b8e330	Updated extract sponsors.	2024-10-12 19:49:44 -07:00
Eugen Eisler	686d039392	Merge branch 'main' into feat/rest-api	2024-10-12 23:06:29 +03:00
Eugen Eisler	d7683e4c39	feat: restructure for better reuse	2024-10-12 22:49:26 +03:00
Eugen Eisler	56f995afb4	feat: restructure for better reuse	2024-10-12 22:37:35 +03:00
Eugen Eisler	17bde814cc	feat: restructure for better reuse	2024-10-12 22:25:17 +03:00
github-actions[bot]	525f972d22	Update version to v1.4.60 and commit	2024-10-12 15:27:28 +00:00
Eugen Eisler	161ce65ae6	fix: IsChatRequest rule; Close #1042 is	2024-10-12 18:27:04 +03:00
github-actions[bot]	72f1429db9	Update version to v1.4.59 and commit	2024-10-11 22:59:41 +00:00
Daniel Miessler	b5fe3f2ad8	Added ctw to Raycast.	2024-10-11 15:59:26 -07:00
github-actions[bot]	2155ff9fc0	Update version to v1.4.58 and commit	2024-10-11 20:30:50 +00:00
Eugen Eisler	d33175e5b6	chore: we don't need tp configure DryRun vendor	2024-10-11 23:28:56 +03:00
Eugen Eisler	6dbd24e541	fix: Close #1040 . Configure vendors separately that were not configured yet	2024-10-11 23:25:33 +03:00
github-actions[bot]	d1c527c421	Update version to v1.4.57 and commit	2024-10-11 19:27:41 +00:00
Eugen Eisler	c0bd61ba49	docs: Close #1035 , provide better example for pattern variables	2024-10-11 22:27:20 +03:00
github-actions[bot]	8f0cc85742	Update version to v1.4.56 and commit	2024-10-11 18:54:25 +00:00
Eugen Eisler	7275dfbd6b	Merge pull request #1039 from hallelujah-shih/feature/set-default-lang Feature/set default lang	2024-10-11 20:54:10 +02:00
hallelujah-shih	9f94cfb718	fmt	2024-10-10 19:45:39 +08:00
hallelujah-shih	e1fa674a3f	support set default output language # Conflicts: # cli/cli.go # core/fabric.go	2024-10-10 19:37:51 +08:00
github-actions[bot]	34f804be3a	Update version to v1.4.55 and commit	2024-10-09 09:29:17 +00:00
Eugen Eisler	83cd8a1912	fix: Close #1036	2024-10-09 12:29:02 +03:00
github-actions[bot]	d347ef0dcc	Update version to v1.4.54 and commit	2024-10-07 16:44:19 +00:00
Eugen Eisler	44cc9bbcac	Merge pull request #1021 from joshuafuller/main Corrected spelling and grammatical errors for consistency and clarity for transcribe_minutes	2024-10-07 18:44:06 +02:00
github-actions[bot]	4aa0b99c74	Update version to v1.4.53 and commit	2024-10-07 09:17:11 +00:00
Eugen Eisler	d90e8081ac	fix: fix NP if response is empty, close #1026 , #1027	2024-10-07 11:16:57 +02:00
github-actions[bot]	70d43c5252	Update version to v1.4.52 and commit	2024-10-06 19:50:30 +00:00
Daniel Miessler	fd8216f1bd	Merge branch 'main' of github.com:danielmiessler/fabric	2024-10-06 12:50:12 -07:00
Daniel Miessler	ae0c9009d9	Added extract_core_message.	2024-10-06 12:50:05 -07:00
Eugen Eisler	4104317b34	feat: work on Rest API	2024-10-06 16:07:32 +02:00
Eugen Eisler	401f0da689	feat: work on Rest API	2024-10-06 16:06:05 +02:00
Eugen Eisler	6efe7960cd	feat: work on Rest API	2024-10-06 15:43:18 +02:00
Eugen Eisler	a6d63f4d0e	feat: work on Rest API	2024-10-06 15:40:29 +02:00
Eugen Eisler	8f3928f4b2	feat: work on Rest API	2024-10-06 15:31:06 +02:00
Eugen Eisler	3380972df1	feat: work on Rest API	2024-10-06 15:29:01 +02:00
Joshua Fuller	bad01040e3	Corrected spelling and grammatical errors for consistency and clarity Description: Changed "agreed within the meeting" to "agreed upon within the meeting" to improve grammatical accuracy. Added missing periods to ensure consistency across list items. Corrected the spelling of "highliting" to "highlighting." Fixed the spelling of "exxactly" to "exactly." Updated phrasing in "Write NEXT STEPS a 2-3 sentences" to "Write NEXT STEPS as 2-3 sentences" for grammatical correctness. These changes improve the readability and consistency of the document, ensuring all instructions are clear and error-free.	2024-10-05 17:29:12 -05:00
github-actions[bot]	0b26b930f9	Update version to v1.4.51 and commit	2024-10-05 16:48:46 +00:00
Eugen Eisler	5dbaf4f28f	fix: tests	2024-10-05 18:48:22 +02:00
github-actions[bot]	1d9cce5adf	Update version to v1.4.50 and commit	2024-10-05 16:44:19 +00:00
Eugen Eisler	76622105e2	fix: windows release	2024-10-05 18:43:54 +02:00
github-actions[bot]	e6e3e34f53	Update version to v1.4.49 and commit	2024-10-05 16:42:19 +00:00
Eugen Eisler	7192ddbaa6	fix: windows release	2024-10-05 18:41:58 +02:00
github-actions[bot]	b5206d1923	Update version to v1.4.48 and commit	2024-10-05 15:54:01 +00:00
Eugen Eisler	81d60b4292	feat: Add 'meta' role to store meta info to session, like source of input content.	2024-10-05 17:53:48 +02:00
github-actions[bot]	ca6660585d	Update version to v1.4.47 and commit	2024-10-05 15:43:21 +00:00
Eugen Eisler	d70e7c570d	feat: Add 'meta' role to store meta info to session, like source of input content.	2024-10-05 17:42:57 +02:00
Eugen Eisler	4fb965ec9d	feat: Add 'meta' role to store meta info to session, like source of input content.	2024-10-05 17:33:27 +02:00
github-actions[bot]	a5544cb67c	Update version to v1.4.46 and commit	2024-10-04 23:05:49 +00:00
Eugen Eisler	679a852c1c	feat: Close #1018	2024-10-05 01:05:31 +02:00
Eugen Eisler	c685b4f810	feat: implement print session and context	2024-10-05 01:02:06 +02:00
Eugen Eisler	9452d6bd2a	feat: implement print session and context	2024-10-05 00:57:11 +02:00
Arpit Pathak	5ad9943462	Merge branch 'main' into patch-1	2024-09-13 23:19:19 +05:30
Arpit Pathak	cf0b9d2c3d	Create setup_fabric.bat, a batch script to automate setup and running fabric on windows.	2024-08-22 09:02:30 +05:30