{"data":{"slug":"jetxu-llm-llama-github","name":"llama-github","tagline":"A Python library for empowering LLM Chatbots and AI Agents to use GitHub data effectively through Agentic RAG.","github_url":"https://github.com/JetXu-LLM/llama-github","owner":"JetXu-LLM","repo":"llama-github","owner_avatar_url":"https://avatars.githubusercontent.com/u/10357803?v=4","primary_language":"Python","stars":292,"forks":23,"topics":["ai-agent","ai-code-generator","chatbot","code-generation","github","github-api","github-search","jinaai","langchain","llm","python-library","retrieval-augmented-generation"],"archived":false,"github_pushed_at":"2026-08-12T17:00:30+00:00","maintenance_label":"Active","stars_delta_30d":0,"url":"https://www.graphcanon.com/tools/jetxu-llm-llama-github","markdown_url":"https://www.graphcanon.com/tools/jetxu-llm-llama-github.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/jetxu-llm-llama-github","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=jetxu-llm-llama-github","description":"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.","homepage_url":"https://pypi.org/project/llama-github/","license":"Apache-2.0","open_issues":10,"watchers":18,"ai_summary":"Llama-github is an open-source Python library designed to enhance the capabilities of LLM Chatbots, AI Agents, and Auto-dev Solutions by integrating with public GitHub projects. It supports retrieval-augmented generation (RAG) via selected coding contexts and enhances code generation and chatbot interactions in developing complex AI applications.","readme_excerpt":"## Installation\n```\npip install llama-github\n```\n\nCurrent maintained runtime target: Python `3.10` through `3.14`.\n\nVersion `0.4.6` keeps the existing high-level API while allowing retrieval-only\nintegrations to import GitHub and diff helpers without loading the ML/RAG dependency\nstack. Built-in Jina models are pinned to immutable revisions; custom remote-code\nmodels should provide their own immutable revision. Pull-request retrieval now keeps\nbounded fetch-health metadata, expands related issues only from PR conversation\nevidence, and preserves review summaries plus each inline comment without collapsing\nthem together. Repository-qualified links are identity-aware, so upstream release-note\nlinks are not expanded as same-repository issues. Deterministic planners can explicitly\nopt into typed, 2 MiB-capped\nlockfile or CI-config reads without weakening the generic file policy. Memory-sensitive\nPR consumers can also opt into per-file and cumulative source limits; oversized source\nfalls back to GitHub's changed-file patch without changing the default retrieval API.\nExact-head CI snapshots expose stable check-run identity, latest-attempt semantics,\nbounded page completeness, and retained evidence from partial failures. Synthetic\nnew-file/deletion diffs use standard unified markers without inserting source spaces.\n\n---\n\n## License\n\nThis project is licensed under the terms of the Apache 2.0 license. See the [LICENSE](LICENSE) file for more details.","github_created_at":"2024-05-16T08:47:28+00:00","created_at":"2026-07-11T10:45:09.032528+00:00","updated_at":"2026-09-20T04:24:31.904001+00:00","categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"},{"slug":"data-retrieval","name":"Data & Retrieval","url":"https://www.graphcanon.com/categories/data-retrieval","markdown_url":"https://www.graphcanon.com/categories/data-retrieval.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/data-retrieval"},{"slug":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"}],"tags":[{"slug":"ai-agent","name":"ai-agent"},{"slug":"chatbot","name":"chatbot"},{"slug":"code-generation","name":"code-generation"},{"slug":"github","name":"github"},{"slug":"retrieval-augmented-generation","name":"retrieval-augmented generation"}],"trust":{"provenance":{"is_fork":false,"github_id":801447013,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-08T06:00:52.667Z","maintenance":{"label":"Active","score":82,"methodology":"github_public_v1","releases_90d":6,"days_since_push":26,"last_release_at":"2026-08-12T17:00:30Z","stars_delta_30d":0,"open_issues_delta_30d":0},"security_summary":{"status":"findings","scanner":"osv@v1","low_count":127,"high_count":0,"last_scan_at":"2026-07-11T10:45:17.535Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-08T06:00:53.114Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-09-08T06:00:53.114Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-09-08T06:00:53.114Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["Need to enhance chatbot interactions with contextually relevant code from GitHub to answer coding questions effectively","Developing auto-dev solutions that require integration with popular GitHub repositories"],"when_not_to_use":["Project does not involve Python or aims at languages beyond the library's primary focus on GitHub public projects","No need for retrieval-augmented generation in chatbot interactions or complex AI application development contexts"],"source":"enrich:decision_facts","observed_at":"2026-07-12T15:44:56.841Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"Leverage llama-github to integrate LLM Chatbots with public GitHub data for Agentic RAG in Python projects targeting development of complex AI applications."}]}}