{"query":"RAG Using Llama3 Langchain And ChromaDB","filters":{"category":null,"platform":null,"track":null,"safety":null,"include_blocked":false,"min_stars":0},"total":10,"skills":[{"rank":1,"match_score":99,"raw_match_score":1148,"slug":"gurpreetkaurjethra-rag-using-llama3-langchain-and-chromadb","name":"RAG Using Llama3 Langchain And ChromaDB","description":"RAG using Llama3, Langchain and ChromaDB","tagline":"RAG using Llama3, Langchain and ChromaDB","category":"rag-knowledge","tags":["rag","retrieval","knowledge","chromadb","generative-ai","langchain","llama3","llama3-rag","jupyter notebook","github"],"author":{"name":"GURPREETKAURJETHRA","verified":false,"url":"https://github.com/GURPREETKAURJETHRA"},"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"GitHub star discovery","sourceDetail":"GURPREETKAURJETHRA/RAG-using-Llama3-Langchain-and-ChromaDB","creatorName":"GURPREETKAURJETHRA","creatorUrl":"https://github.com/GURPREETKAURJETHRA","sourceUrl":"https://github.com/GURPREETKAURJETHRA/RAG-using-Llama3-Langchain-and-ChromaDB","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/gurpreetkaurjethra-rag-using-llama3-langchain-and-chromadb#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. 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issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"17d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"Apache-2.0"},{"id":"documentation","label":"README/SKILL.md completeness","score":74,"weight":0.14,"status":"info","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":90,"weight":0.12,"status":"pass","detail":"no major dependency risk hints in public metadata"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add thunderbird/thunderbird-android"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":86,"weight":0.07,"status":"pass","detail":"filesystem or document access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/thunderbird/thunderbird-android"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"pass","label":"GitHub adoption","detail":"14K GitHub stars"},{"status":"pass","label":"Stars/forks activity","detail":"14K stars, 2.8K forks; 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