From 9ec560f95611a73c7ed8b8d6814b6464a8ac9c8d Mon Sep 17 00:00:00 2001 From: itlackey Date: Tue, 9 Jan 2024 13:28:34 -0600 Subject: [PATCH 1/3] azure and markdown examples --- azure_model/.env.example | 4 + azure_model/.gitignore | 4 + azure_model/README.md | 17 + azure_model/main.py | 57 ++ azure_model/poetry.lock | 1581 +++++++++++++++++++++++++++++ azure_model/pyproject.toml | 25 + markdown_validator/.env.example | 3 + markdown_validator/.gitignore | 4 + markdown_validator/README.md | 17 + markdown_validator/main.py | 179 ++++ markdown_validator/poetry.lock | 1504 +++++++++++++++++++++++++++ markdown_validator/pyproject.toml | 26 + 12 files changed, 3421 insertions(+) create mode 100644 azure_model/.env.example create mode 100644 azure_model/.gitignore create mode 100644 azure_model/README.md create mode 100644 azure_model/main.py create mode 100644 azure_model/poetry.lock create mode 100644 azure_model/pyproject.toml create mode 100644 markdown_validator/.env.example create mode 100644 markdown_validator/.gitignore create mode 100644 markdown_validator/README.md create mode 100644 markdown_validator/main.py create mode 100644 markdown_validator/poetry.lock create mode 100644 markdown_validator/pyproject.toml diff --git a/azure_model/.env.example b/azure_model/.env.example new file mode 100644 index 00000000..e8fd0530 --- /dev/null +++ b/azure_model/.env.example @@ -0,0 +1,4 @@ +AZURE_OPENAI_VERSION="2022-12-01" +AZURE_OPENAI_DEPLOYMENT="" +AZURE_OPENAI_ENDPOINT="" +AZURE_OPENAI_KEY="" \ No newline at end of file diff --git a/azure_model/.gitignore b/azure_model/.gitignore new file mode 100644 index 00000000..58962d82 --- /dev/null +++ b/azure_model/.gitignore @@ -0,0 +1,4 @@ +.env +.DS_Store +__pycache__ +.venv \ No newline at end of file diff --git a/azure_model/README.md b/azure_model/README.md new file mode 100644 index 00000000..9dea0049 --- /dev/null +++ b/azure_model/README.md @@ -0,0 +1,17 @@ +# AI Crew using Azure OpenAI Endpoint + +## Introduction +This is a simple example using the CrewAI framework with an Azure Open AI endpoint. + +## Running the Script +This example uses the Azure OpenAI API to call a model. + +- **Configure Environment**: Copy ``.env.example` and set up the environment variables the model, endpoint url, and api key. +- **Install Dependencies**: Run `poetry install --no-root`. +- **Execute the Script**: Run `python main.py` to see a list of recommended changes to this document. + +## Details & Explanation +- **Running the Script**: Execute `python main.py`. The script will leverage the CrewAI framework to process the specified file and return a list of changes. + +## License +This project is released under the MIT License. \ No newline at end of file diff --git a/azure_model/main.py b/azure_model/main.py new file mode 100644 index 00000000..59eb1aff --- /dev/null +++ b/azure_model/main.py @@ -0,0 +1,57 @@ +import sys +from crewai import Agent, Task +import os +from dotenv import load_dotenv +from crewai import Crew, Process + +from langchain_openai import AzureChatOpenAI + +os.environ.clear() +load_dotenv() + +default_llm = AzureChatOpenAI( + openai_api_version=os.environ.get("AZURE_OPENAI_VERSION", "2023-07-01-preview"), + azure_deployment=os.environ.get("AZURE_OPENAI_DEPLOYMENT", "gpt35"), + azure_endpoint=os.environ.get("AZURE_OPENAI_ENDPOINT", "https://.openai.azure.com/"), + api_key=os.environ.get("AZURE_OPENAI_KEY") +) + + +# Create a researcher agent +researcher = Agent( + role='Senior Researcher', + goal='Discover groundbreaking technologies', + verbose=True, + backstory='A curious mind fascinated by cutting-edge innovation and the potential to change the world, you know everything about tech.' +) + +# Create a writer agent +writer = Agent( + role='Writer', + goal='Craft compelling stories about tech discoveries', + verbose=True, + backstory='A creative soul who translates complex tech jargon into engaging narratives for the masses, you write using simple words in a friendly and inviting tone that does not sounds like AI.' +) + + +# Task for the researcher +research_task = Task( + description='Identify the next big trend in AI', + agent=researcher # Assigning the task to the researcher +) + +# Task for the writer +write_task = Task( + description='Write an article on AI advancements leveraging the research made.', + agent=writer # Assigning the task to the writer +) + +# Instantiate your crew +tech_crew = Crew( + agents=[researcher, writer], + tasks=[research_task, write_task], + process=Process.sequential # 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"azure-crewai-example" +version = "0.1.0" +description = "" +authors = ["ITLackey "] + +[tool.poetry.dependencies] +python = ">=3.10.0,<3.12" +crewai = "0.1.24" +python-dotenv = "1.0.0" +langchain_openai = "0.0.2" + +[tool.pyright] +# https://github.com/microsoft/pyright/blob/main/docs/configuration.md +useLibraryCodeForTypes = true +exclude = [".cache"] + +[tool.ruff] +# https://beta.ruff.rs/docs/configuration/ +select = ['E', 'W', 'F', 'I', 'B', 'C4', 'ARG', 'SIM'] +ignore = ['W291', 'W292', 'W293'] + +[build-system] +requires = ["poetry-core>=1.0.0"] +build-backend = "poetry.core.masonry.api" \ No newline at end of file diff --git a/markdown_validator/.env.example b/markdown_validator/.env.example new file mode 100644 index 00000000..3fe1b08f --- /dev/null +++ b/markdown_validator/.env.example @@ -0,0 +1,3 @@ +MODEL='oh-2.5m7b-q51' +OPENAI_API_BASE_URL="http://localhost:8000/v1" # LLM Studio +OPENAI_API_KEY=local \ No newline at end of file diff --git a/markdown_validator/.gitignore b/markdown_validator/.gitignore new file mode 100644 index 00000000..58962d82 --- /dev/null +++ b/markdown_validator/.gitignore @@ -0,0 +1,4 @@ +.env +.DS_Store +__pycache__ +.venv \ No newline at end of file diff --git a/markdown_validator/README.md b/markdown_validator/README.md new file mode 100644 index 00000000..ef06186d --- /dev/null +++ b/markdown_validator/README.md @@ -0,0 +1,17 @@ +# AI Crew for Reviewing Markdown Syntax + +## Introduction +This project is an example using the CrewAI framework to automate the process reviewing a markdown file for syntax issues. A general assistant leverages a custom tool to get a list of markdown linting errors. It then summarizes those errors into a list of changes to make to the document. + +## Running the Script +This example uses the OpenAI API to call a model. This can be through a locally hosted solution like LM Studio, or the Open AI API endpoint with your API key. + +- **Configure Environment**: Copy ``.env.example` and set up the environment variables the model, endpoint url, and api key. +- **Install Dependencies**: Run `poetry install --no-root`. +- **Execute the Script**: Run `python main.py README.md` to see a list of recommended changes to this document. + +## Details & Explanation +- **Running the Script**: Execute `python main.py `. The script will leverage the CrewAI framework to process the specified file and return a list of changes. + +## License +This project is released under the MIT License. \ No newline at end of file diff --git a/markdown_validator/main.py b/markdown_validator/main.py new file mode 100644 index 00000000..903b9bd3 --- /dev/null +++ b/markdown_validator/main.py @@ -0,0 +1,179 @@ +import sys +from crewai import Agent, Task +import os +from dotenv import load_dotenv +from langchain.tools import tool +from langchain.chat_models.openai import ChatOpenAI +from pymarkdown.api import PyMarkdownApi, PyMarkdownApiException + +load_dotenv() + +default_model_name = os.environ.get("MODEL_NAME", "gpt-3.5-turbo") + + +defalut_llm = ChatOpenAI(openai_api_base=os.environ.get("OPENAI_API_BASE_URL", "https://api.openai.com/v1"), + openai_api_key=os.environ.get("OPENAI_API_KEY"), + temperature=0.1, + model_name=os.environ.get("MODEL_NAME", "gpt-3.5-turbo"), + top_p=0.3) + + +@tool("markdown_validation_tool") +def markdown_validation_tool(file_path: str) -> str: + """ + A tool to review files for markdown syntax errors. + + Parameters: + - file_path: The path to the markdown file to be reviewed. + + Returns: + - validation_results: A list of validation results + and suggestions on how to fix them. + """ + + print("\n\nValidating Markdown syntax...\n\n" + file_path) + + scan_result = None + try: + scan_result = PyMarkdownApi().scan_path(file_path) + results = str(scan_result) + print(results) + syntax_validator_agent = Agent(role='Syntax Validator', + backstory="""You are an expert markdown validator. + You are an expert in formatting and structure. + You following formatting guidelines strictly.""", + goal=""" + Provide a detailed list of the provided markdown + linting results. Give a summary with actionable + tasks to address the validation results. Write your + response as if you were handing it to a developer + to fix the issues. + DO NOT provide examples of how to fix the issues. + """, + allow_delegation=False, + verbose=True, + llm=defalut_llm) + + fix_syntax_task = Task(description="""Give a detailed list of the + validation results below. Be sure to to include + suggestions on how to fix the issues. + \n\nValidation Results:\n\n""" + results, + agent=syntax_validator_agent) + + updated_markdown = fix_syntax_task.execute() + + return updated_markdown # Return the reviewed document + except PyMarkdownApiException as this_exception: + print(f"API Exception: {this_exception}", file=sys.stderr) + return f"API Exception: {str(this_exception)}" + + + +def process_markdown_document(filename): + """ + Processes a markdown document by reviewing its syntax validation + results and providing feedback on necessary changes. + + Args: + filename (str): The path to the markdown file to be processed. + + Returns: + str: The list of recommended changes to make to the document. + + """ + + # Define general agent + general_agent = Agent(role='Requirements Manager', + goal="""To use the available tools to provide + execellent feedback to the team members.""", + backstory="""You are an expert business analyst + and software QA specialist. You provide high quality, + thorough, insightful and actionable feedback.""", + allow_delegation=False, + verbose=True, + tools=[markdown_validation_tool], + llm=defalut_llm) + + + # Define Tasks Using Crew Tools + syntax_review_task = Task(description=f""" + Use the markdown_validation_tool to review + the file(s) at this path: {filename} + + Be sure to pass only the file path to the markdown_validation_tool. + Use the following format to call the markdown_validation_tool: + Do I need to use a tool? Yes + Action: markdown_validation_tool + Action Input: {filename} + + Collect the final answer from the syntax review tool + and then summarize it into a list of changes + the developer should make to the document. + + If you already know the answer or if you do not need + to use a tool, return it as your Final Answer.""", + agent=general_agent) + + updated_markdown = syntax_review_task.execute() + + return updated_markdown + + +processed_document = process_markdown_document("README.md") +print(processed_document) + +# If called directly from the command line take the first argument as the filename +if __name__ == "__main__": + + if len(sys.argv) > 1: + filename = sys.argv[1] + processed_document = process_markdown_document(filename) + print(processed_document) + + + + +### Example Validation Results + +##ikawrakow/open-hermes-2.5-mistral-7b-quantized-gguf/oh-2.5-m7b-q51.gguf + +# model_name="oh-2.5m7b-q51", +# temperature=0.1, +# top_p=0.3 + +# Here is a list of changes that the developer should make to the README.md file based +# on the validation results from the markdown_validation_tool: + +# 1. Add a # at the beginning of the first line to make it a +# level 1 heading (e.g., "# My Project"). +# 2. Break line 3 into two or more shorter lines, +# as it is currently too long (127 characters). +# 3. Break line 7 into two or more shorter lines, +# as it is currently too long (94 characters). +# 4. Break line 44 into multiple shorter lines or rephrase the content to +# make it more concise, as it is extremely long (234 characters). +# 5. Repeat steps 1-4 for the remaining PyMarkdownScanFailure +# entries in the validation results list. +# 6. Ensure that the README.md file follows proper Markdown syntax +# and is well-structured, with appropriate headings, paragraphs, and lists as needed. +# 7. Add a brief introduction to the project at the beginning of the README.md file, +# explaining its purpose and any key features or functionalities. +# 8. Review the overall readability and clarity of the README.md file, +# making adjustments as necessary to ensure it is easy for others to understand and navigate. + +## TheBloke/dolphin-2.6-mistral-7b-dpo.Q4_K_M.gguf +# model_name="dolphin-2.6-mistral-dpo-7b-q4_k_m", +# temperature=0.1, +# top_p=0.3 + +# The markdown validation tool has identified three issues in your README.md file. +# Here's a summary of the changes you should make: + +# 1. Add a first-line heading, such as `# Heading`, at the beginning of the README.md +# file to comply with Rule ID: MD041. +# 2. Break long lines into shorter ones to ensure they don't exceed 80 characters. +# You can use soft wraps or add line breaks where necessary. +# This will help you adhere to Rule ID: MD013. +# 3. Review each line in the README.md file and ensure they don't exceed 80 characters. +# If necessary, break up long lines or rephrase sentences to fit within the character +# limit. 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b/markdown_validator/pyproject.toml new file mode 100644 index 00000000..dd1cfd7b --- /dev/null +++ b/markdown_validator/pyproject.toml @@ -0,0 +1,26 @@ +[tool.poetry] +name = "markdown-validation-crew" +version = "0.1.0" +description = "" +authors = ["ITLackey "] + +[tool.poetry.dependencies] +python = ">=3.10.0,<3.12" +crewai = "0.1.24" +python-dotenv = "1.0.0" +markdown = "3.4.3" +pymarkdownlnt = "0.9.15" + +[tool.pyright] +# https://github.com/microsoft/pyright/blob/main/docs/configuration.md +useLibraryCodeForTypes = true +exclude = [".cache"] + +[tool.ruff] +# https://beta.ruff.rs/docs/configuration/ +select = ['E', 'W', 'F', 'I', 'B', 'C4', 'ARG', 'SIM'] +ignore = ['W291', 'W292', 'W293'] + +[build-system] +requires = ["poetry-core>=1.0.0"] +build-backend = "poetry.core.masonry.api" \ No newline at end of file From 0bd01d2905e9063eae242cd19c7b86f3d7b4b558 Mon Sep 17 00:00:00 2001 From: itlackey Date: Tue, 9 Jan 2024 14:33:11 -0600 Subject: [PATCH 2/3] removing azure example --- azure_model/.env.example | 4 - azure_model/.gitignore | 4 - azure_model/README.md | 17 - azure_model/main.py | 57 -- azure_model/poetry.lock | 1581 ------------------------------------ azure_model/pyproject.toml | 25 - 6 files changed, 1688 deletions(-) delete mode 100644 azure_model/.env.example delete mode 100644 azure_model/.gitignore delete mode 100644 azure_model/README.md delete mode 100644 azure_model/main.py delete mode 100644 azure_model/poetry.lock delete mode 100644 azure_model/pyproject.toml diff --git a/azure_model/.env.example b/azure_model/.env.example deleted file mode 100644 index e8fd0530..00000000 --- a/azure_model/.env.example +++ /dev/null @@ -1,4 +0,0 @@ -AZURE_OPENAI_VERSION="2022-12-01" -AZURE_OPENAI_DEPLOYMENT="" -AZURE_OPENAI_ENDPOINT="" -AZURE_OPENAI_KEY="" \ No newline at end of file diff --git a/azure_model/.gitignore b/azure_model/.gitignore deleted file mode 100644 index 58962d82..00000000 --- a/azure_model/.gitignore +++ /dev/null @@ -1,4 +0,0 @@ -.env -.DS_Store -__pycache__ -.venv \ No newline at end of file diff --git a/azure_model/README.md b/azure_model/README.md deleted file mode 100644 index 9dea0049..00000000 --- a/azure_model/README.md +++ /dev/null @@ -1,17 +0,0 @@ -# AI Crew using Azure OpenAI Endpoint - -## Introduction -This is a simple example using the CrewAI framework with an Azure Open AI endpoint. - -## Running the Script -This example uses the Azure OpenAI API to call a model. - -- **Configure Environment**: Copy ``.env.example` and set up the environment variables the model, endpoint url, and api key. -- **Install Dependencies**: Run `poetry install --no-root`. -- **Execute the Script**: Run `python main.py` to see a list of recommended changes to this document. - -## Details & Explanation -- **Running the Script**: Execute `python main.py`. The script will leverage the CrewAI framework to process the specified file and return a list of changes. - -## License -This project is released under the MIT License. \ No newline at end of file diff --git a/azure_model/main.py b/azure_model/main.py deleted file mode 100644 index 59eb1aff..00000000 --- a/azure_model/main.py +++ /dev/null @@ -1,57 +0,0 @@ -import sys -from crewai import Agent, Task -import os -from dotenv import load_dotenv -from crewai import Crew, Process - -from langchain_openai import AzureChatOpenAI - -os.environ.clear() -load_dotenv() - -default_llm = AzureChatOpenAI( - openai_api_version=os.environ.get("AZURE_OPENAI_VERSION", "2023-07-01-preview"), - azure_deployment=os.environ.get("AZURE_OPENAI_DEPLOYMENT", "gpt35"), - azure_endpoint=os.environ.get("AZURE_OPENAI_ENDPOINT", "https://.openai.azure.com/"), - api_key=os.environ.get("AZURE_OPENAI_KEY") -) - - -# Create a researcher agent -researcher = Agent( - role='Senior Researcher', - goal='Discover groundbreaking technologies', - verbose=True, - backstory='A curious mind fascinated by cutting-edge innovation and the potential to change the world, you know everything about tech.' -) - -# Create a writer agent -writer = Agent( - role='Writer', - goal='Craft compelling stories about tech discoveries', - verbose=True, - backstory='A creative soul who translates complex tech jargon into engaging narratives for the masses, you write using simple words in a friendly and inviting tone that does not sounds like AI.' -) - - -# Task for the researcher -research_task = Task( - description='Identify the next big trend in AI', - agent=researcher # Assigning the task to the researcher -) - -# Task for the writer -write_task = Task( - description='Write an article on AI advancements leveraging the research made.', - agent=writer # Assigning the task to the writer -) - -# Instantiate your crew -tech_crew = Crew( - agents=[researcher, writer], - tasks=[research_task, write_task], - process=Process.sequential # Tasks will be executed one after the other -) - 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-[tool.poetry.dependencies] -python = ">=3.10.0,<3.12" -crewai = "0.1.24" -python-dotenv = "1.0.0" -langchain_openai = "0.0.2" - -[tool.pyright] -# https://github.com/microsoft/pyright/blob/main/docs/configuration.md -useLibraryCodeForTypes = true -exclude = [".cache"] - -[tool.ruff] -# https://beta.ruff.rs/docs/configuration/ -select = ['E', 'W', 'F', 'I', 'B', 'C4', 'ARG', 'SIM'] -ignore = ['W291', 'W292', 'W293'] - -[build-system] -requires = ["poetry-core>=1.0.0"] -build-backend = "poetry.core.masonry.api" \ No newline at end of file From a643411f2950b939101feeada81b4a05869e53f4 Mon Sep 17 00:00:00 2001 From: itlackey Date: Tue, 9 Jan 2024 22:59:45 -0600 Subject: [PATCH 3/3] updated root README --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index cd30304d..fee2849a 100644 --- a/README.md +++ b/README.md @@ -9,4 +9,5 @@ By [@joaomdmoura](https://x.com/joaomdmoura). - [Trip Planner](https://github.com/joaomdmoura/crewAI-examples/tree/main/trip_planner) - [Stock Analysis](https://github.com/joaomdmoura/crewAI-examples/tree/main/stock_analysis) - [Landing Page Generator](https://github.com/joaomdmoura/crewAI-examples/tree/main/landing_page_generator) -- [Create Instagram Post](https://github.com/joaomdmoura/crewAI-examples/tree/main/instagram_post) \ No newline at end of file +- [Create Instagram Post](https://github.com/joaomdmoura/crewAI-examples/tree/main/instagram_post) +- [Markdown Validator](https://github.com/joaomdmoura/crewAI-examples/tree/main/markdown_validator) \ No newline at end of file