llama-github
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JetXu-LLM
Llama-github is an open-source Python library that empowers LLM Chatbots, AI Agents, and Auto-dev Solutions to conduct Retrieval from actively selected GitHub public projects. It Augments through LLMs...
- Support code retrieval and analysis for multiple programming languages. - Optimize language models to ensure high accuracy in a multilingual environment.
- Add support for more LLM providers (e.g., Google API, Claude3). - Optimize model selection mechanism to automatically choose the most suitable model for specific tasks.
Allow users to customize retrieval strategies and criteria.
**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
**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...
**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. -...
**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...
Hello, developers! We're thrilled to have you interested in contributing to llama-github. This library aims to empower LLM Chatbots, AI Agents, and Auto-dev Agents by retrieving relevant context from GitHub...
The `advanced_integration.md` file in the `llama-github` library's documentation provides guidance on advanced integration scenarios and techniques. However, the current examples in the document are limited and may not cover all...