results.md

Changes to idvorkin/nlp Between [2024-03-25] and [3 days ago]

Changes in idvorkin/nlp

• (#changespy)
• (#play_langchainpy)
• (#openai_wrapperpy)
• (#setuppy)

changes.py

• +291, -0, * 0:
• (https://github.com/idvorkin/nlp/blob/303d7c58265b647dead79ccdbaeafd0cab58d1a0/changes.py)
• Creation of a new Python script to handle Git diffs and summarize changes using OpenAI.
• Major functionalities include:
  • Asynchronous retrieval of file diffs from Git using specified commit ranges.
  • Summarization of changes in files between two commits.
  • Filtering out specific files (e.g., Jupyter notebooks and back-links.json).
  • Environment setup for OpenAI API key from a secrets file.
  • Generation of prompts for OpenAI to summarize and rank changes based on impact.
  • Command-line interface implementation using Typer for user interaction.
• Functions to interact with Git:
  • Retrieval of repository path from Git remote URL.
  • Fetching first and last commit hashes within a specified date range.
  • Obtaining a list of changed files between two commits.
• Utilities for handling dates and generating summaries:
  • Function to calculate tomorrow's date.
  • Prompt generation for summarizing and reordering file changes.
• Logging and debugging setup with Loguru and PuDB.

play_langchain.py

• +5, -129, * 0:
• (https://github.com/idvorkin/nlp/blob/303d7c58265b647dead79ccdbaeafd0cab58d1a0/play_langchain.py)
• Removed imports of subprocess, langchain_core.messages.human.HumanMessage, langchain.agents.AgentType, langchain.agents.initialize_agent, langchain.agents.load_tools, and replaced langchain_openai.ChatOpenAI with langchain_openai.chat_models.ChatOpenAI and added import of langchain_google_genai.ChatGoogleGenerativeAI.
• Deleted financial_agent command along with its implementation.
• Removed the instantiation and usage of ChatOpenAI for chat and chat_model.
• Deleted changes command and its comprehensive implementation involving git revision specification and file change summaries.
• Replaced financial_agent command with tell_me_a_joke command that uses ChatGoogleGenerativeAI for generating jokes about software engineers based on a specified count.

openai_wrapper.py

• +11, -0, * 2
• (https://github.com/idvorkin/nlp/blob/303d7c58265b647dead79ccdbaeafd0cab58d1a0/openai_wrapper.py)
• Added a new utility function tracer_project_name to determine the project name based on the caller's file and function.
  • This involves using the inspect module to get the caller's frame and function along with the Path module to extract the filename.
• Minor refactoring in ask_gpt_n function:
  • Changed loop variable x to _ in list comprehension for response_contents.
  • Added type: Ignore comment to the call to client.chat.completions.create and its messages argument to presumably ignore type checking for these lines.

setup.py

• • 4, - 0, * 0:
• (https://github.com/idvorkin/nlp/blob/303d7c58265b647dead79ccdbaeafd0cab58d1a0/setup.py)
• Added "play_langchain" and "changes" to the list of packages in the setup function.
• Included new entry points for "play_langchain" and "changes" in the entry_points section.

Unranked diff report

changes.py

• +291, -0, * 0:
• (https://github.com/idvorkin/nlp/blob/303d7c58265b647dead79ccdbaeafd0cab58d1a0/changes.py)
• Creation of a new Python script to handle Git diffs and summarize changes using OpenAI.
• Major functionalities include:
  • Asynchronous retrieval of file diffs from Git using specified commit ranges.
  • Summarization of changes in files between two commits.
  • Filtering out specific files (e.g., Jupyter notebooks and back-links.json).
  • Environment setup for OpenAI API key from a secrets file.
  • Generation of prompts for OpenAI to summarize and rank changes based on impact.
  • Command-line interface implementation using Typer for user interaction.
• Functions to interact with Git:
  • Retrieval of repository path from Git remote URL.
  • Fetching first and last commit hashes within a specified date range.
  • Obtaining a list of changed files between two commits.
• Utilities for handling dates and generating summaries:
  • Function to calculate tomorrow's date.
  • Prompt generation for summarizing and reordering file changes.
• Logging and debugging setup with Loguru and PuDB.---

play_langchain.py

• +5, -129, * 0:
• (https://github.com/idvorkin/nlp/blob/303d7c58265b647dead79ccdbaeafd0cab58d1a0/play_langchain.py)
• Removed imports of subprocess, langchain_core.messages.human.HumanMessage, langchain.agents.AgentType, langchain.agents.initialize_agent, langchain.agents.load_tools, and replaced langchain_openai.ChatOpenAI with langchain_openai.chat_models.ChatOpenAI and added import of langchain_google_genai.ChatGoogleGenerativeAI.
• Deleted financial_agent command along with its implementation.
• Removed the instantiation and usage of ChatOpenAI for chat and chat_model.
• Deleted changes command and its comprehensive implementation involving git revision specification and file change summaries.
• Replaced financial_agent command with tell_me_a_joke command that uses ChatGoogleGenerativeAI for generating jokes about software engineers based on a specified count.---

openai_wrapper.py

• +11, -0, * 2
• (https://github.com/idvorkin/nlp/blob/303d7c58265b647dead79ccdbaeafd0cab58d1a0/openai_wrapper.py)
• Added a new utility function tracer_project_name to determine the project name based on the caller's file and function.
  • This involves using the inspect module to get the caller's frame and function along with the Path module to extract the filename.
• Minor refactoring in ask_gpt_n function:
  • Changed loop variable x to _ in list comprehension for response_contents.
  • Added type: Ignore comment to the call to client.chat.completions.create and its messages argument to presumably ignore type checking for these lines.---

setup.py

• • 4, - 0, * 0:
• (https://github.com/idvorkin/nlp/blob/303d7c58265b647dead79ccdbaeafd0cab58d1a0/setup.py)
• Added "play_langchain" and "changes" to the list of packages in the setup function.
• Included new entry points for "play_langchain" and "changes" in the entry_points section.