Phase 1: In-depth Analysis of a Single Repository

[JetXu-LLM]

Objective: Enable Llama-github to perform a detailed analysis of a single repository to retrieve context for user queries.

1. Task 1.1: Initial Repository Content Analysis

   • Use GitHub API to retrieve repository content including README, code, issues, and discussions.
   • Implement basic content extraction and preliminary analysis features.
   • Estimated Time: 2 weeks

2. Task 1.2: Integrate Advanced Algorithms for In-depth Analysis

   • Integrate advanced algorithms such as knowledge graphs, multi-hop reasoning, PageRank, hybrid search, and BERT.
   • Optimize the content analysis process to ensure accurate context retrieval for user queries.
   • Estimated Time: 4 weeks

3. Task 1.3: Optimize Retrieval Results

   • Refine retrieval algorithms based on user feedback and testing.
   • Implement relevance scoring and ranking mechanisms for retrieval results.
   • Estimated Time: 2 weeks