💻 programming

askrepo

Use LLM to read source code and provide answers to questions

#natural language processing
#LLM
#code analysis
#Google Gemini API
#Source code reading
askrepo

Product Details

askrepo is a source code reading tool based on LLM (Large Language Model). It can read the content of text files managed by Git, send it to the Google Gemini API, and provide answers to questions based on specified prompts. This product represents the application of natural language processing and machine learning technology in the field of code analysis. Its main advantages include the ability to understand and interpret code, helping developers quickly understand new projects or complex code bases. Product background information shows that askrepo is suitable for scenarios that require an in-depth understanding of the code, especially during the code review and maintenance stages. The product is open source and free to use.

Main Features

1
Read the contents of text files managed by Git: askrepo can process Git tracking text files in the specified directory.
2
Send to Google Gemini API: Send the file contents and question prompt to the API to get the answer.
3
Provide answers based on prompts: Use LLM to generate answers based on user question prompts.
4
Error handling enhancements: The latest update enhances error handling for base path retrieval in the main function.
5
Support custom prompts: Users can customize prompts to suit different query needs.
6
Support different AI models: the 'gemini-1.5-flash' model is used by default, but other models are also supported.
7
Command line interface: receives input through command line parameters and outputs the results on the console.
8
Asynchronous generator return results: Generated comments are returned as an asynchronous generator, improving performance.

How to Use

1
1. Install askrepo: Use cargo to install the askrepo tool.
2
2. Obtain the Google API key: Visit https://aistudio.google.com/app/apikey to obtain the API key.
3
3. Set environment variables: Set the obtained API key to the environment variable GOOGLE_API_KEY.
4
4. Run askrepo: Use the command line tool to run askrepo and specify the problem prompt and source code path.
5
5. View the results: askrepo will output the answers generated based on the source code and question prompts.
6
6. Development and testing: During the development process, you can use the test function of askrepo to verify the code logic.

Target Users

The target audience is developers, code reviewers, and technicians. AskRepo is suitable for them because it can help them quickly understand the code base, especially when a large amount of code needs to be analyzed and understood. In addition, for developers who need to maintain and update the code, AskRepo provides a powerful tool to quickly locate problems and understand the code logic.

Examples

Developers use askrepo to understand the core functionality of open source projects.

Code reviewers use askrepo to quickly scan code changes to identify potential issues.

The technical team uses askrepo as a code maintenance tool to improve the efficiency of code review.

Quick Access

Visit Website →

Categories

💻 programming
› code assistant
› research tools

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