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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
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

Type to search.

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