feat: Added RepoAnalyzer to empower auto-summary of a workspace - Githubissues

microsoft / RD-Agent

Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automate these high-value generic R&D processes through our open source R&D automation tool RD-Agent, which let AI drive data-driven AI.

https://rdagent.azurewebsites.net/

MIT License

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feat: Added RepoAnalyzer to empower auto-summary of a workspace #264

Closed Xisen-Wang closed 4 days ago

Xisen-Wang commented 4 days ago

This commit introduces a new RepoAnalyser class in the repo_utils module, designed to provide comprehensive analysis of Python repositories.

Key features:

Generate a tree-like structure of the repository
Summarize repository contents, including files, classes, and functions
Analyze function signatures and docstrings without executing code
Adjust verbosity levels for summaries
Extract content from specific files

The RepoAnalyzer offers:

Safe analysis of potentially unknown or untrusted code
Flexible output detail levels to suit different use cases
Efficient traversal and summarization of repository structure

This feature enhances our ability to quickly understand and document Python codebases, improving code review processes and documentation efforts.

Tested:

Manually tested with various Python repositories
Verified correct handling of different file structures and function types
Confirmed safe operation when analyzing files with complex or undefined references

📚 Documentation preview 📚: https://RDAgent--264.org.readthedocs.build/en/264/