JetXu-LLM / llama-github
Llama-github is an open-source Python library that empowers LLM Chatbots, AI Agents, and Auto-dev Solutions to conduct Agentic RAG from actively selected GitHub public projects. It Augments through LLMs and Generates context for any coding question, in order to streamline the development of sophisticated AI-driven applications.
Why this job: says: rag; topics: retrieval-augmented-generation
What it does
- Intelligent GitHub Retrieval. Harness the power of llama-github to retrieve highly relevant code snippets, issues, and repository information from GitHub based on user queries. Our advanced retrieval techniques ensure you find the most pert
- Repository Pool Caching. Llama-github has an innovative repository pool caching mechanism. By caching repositories (including READMEs, structures, code, and issues) across threads, llama-github significantly accelerates GitHub search retrie
- LLM-Powered Question Analysis. Leverage state-of-the-art language models to analyze user questions and generate highly effective search strategies and criteria. Llama-github intelligently breaks down complex queries, ensuring that you retri
- Comprehensive Context Generation. Generate rich, contextually relevant answers by seamlessly combining information retrieved from GitHub with the reasoning capabilities of advanced language models. Llama-github excels at handling even the m
- Asynchronous Processing Excellence. Llama-github is built from the ground up to leverage the full potential of asynchronous programming. With meticulously implemented asynchronous mechanisms woven throughout the codebase, llama-github can h
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 2 months ago
- Stars
- 289
- On GitHub
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v0.4.6
- Released 2 months ago
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- 1
- Last 90 days
- Issues
- 23% closed
- 10 still open
- Pull requests
- 5 merged
- 0 waiting
- Releases
- 31
- 7 in the last year
- Contributing guide (opens in new tab)
- No security policy
- Code of conduct (opens in new tab)
More: languages, topics and project record
Languages
- Python 100%
Topics
- ai-agent
- ai-code-generator
- chatbot
- code-generation
- github
- github-api
- github-search
- jinaai
- langchain
- llm
- python-library
- retrieval-augmented-generation
Project record
- JobRAG and search
- StatusListed
- Commits133
- Forks21
- Watching16
- Stars in 28 days+1
- CreatedMay 16, 2024
- First seen by usNov 7, 2026
- CheckedNov 7, 2026
