OpenAgentSkill Task Task: Build a RAG knowledge base Intent: Ingest docs, chunk content, retrieve relevant passages, and cite sources in agent answers. Agent prompt: Find the best skill for building a RAG knowledge base over documents with retrieval, citations, and verification steps. Success criteria: - Supports source attribution - Can test retrieval quality - Separates ingestion from answer generation Do not use when: - Source documents are not curated - Answers require real-time data - Private data cannot leave the workspace Resolve API: https://www.openagentskill.com/api/agent/resolve?task=Find%20the%20best%20skill%20for%20building%20a%20RAG%20knowledge%20base%20over%20documents%20with%20retrieval%2C%20citations%2C%20and%20verification%20steps.&agent=codex&max_risk=medium Ranked skills: 1. RAG Techniques (nirdiamant-rag-techniques) Match score: 1016 This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial. Trust: 86/100 Production candidate Audit: 90/100 Safe to try Install: npx skills add NirDiamant/RAG_Techniques Detail: https://www.openagentskill.com/skills/nirdiamant-rag-techniques Install API: https://www.openagentskill.com/api/skills/nirdiamant-rag-techniques/install --- 2. Meilisearch (meilisearch-meilisearch) Match score: 990 A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications. Trust: 85/100 Strong shortlist Audit: 90/100 Safe to try Install: npx skills add meilisearch/meilisearch Detail: https://www.openagentskill.com/skills/meilisearch-meilisearch Install API: https://www.openagentskill.com/api/skills/meilisearch-meilisearch/install --- 3. Generative AI For Beginners (microsoft-generative-ai-for-beginners) Match score: 976 21 Lessons, Get Started Building with Generative AI Trust: 88/100 Production candidate Audit: 91/100 Safe to try Install: npx skills add microsoft/generative-ai-for-beginners Detail: https://www.openagentskill.com/skills/microsoft-generative-ai-for-beginners Install API: https://www.openagentskill.com/api/skills/microsoft-generative-ai-for-beginners/install --- 4. Txtai (neuml-txtai) Match score: 965 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows Trust: 90/100 Production candidate Audit: 92/100 Safe to try Install: npx skills add neuml/txtai Detail: https://www.openagentskill.com/skills/neuml-txtai Install API: https://www.openagentskill.com/api/skills/neuml-txtai/install --- 5. FlagEmbedding (flagopen-flagembedding) Match score: 965 Retrieval and Retrieval-augmented LLMs Trust: 86/100 Production candidate Audit: 89/100 Safe to try Install: npx skills add FlagOpen/FlagEmbedding Detail: https://www.openagentskill.com/skills/flagopen-flagembedding Install API: https://www.openagentskill.com/api/skills/flagopen-flagembedding/install