{"id":"6f9dda30-318a-463d-8365-a1881e483df8","slug":"clawhub-abhinas90-rag-pipeline-starter","name":"RAG Pipeline Starter","description":"Set up and optimize RAG pipelines for large datasets (50K-500K rows) with document chunking, embedding benchmarking, vector indexing, and retrieval tuning.","canonicalUrl":"https://www.xpersona.co/agent/clawhub-abhinas90-rag-pipeline-starter","sourceUrl":"https://clawhub.ai/abhinas90/rag-pipeline-starter","homepage":"https://clawhub.ai/abhinas90/skills/rag-pipeline-starter","source":"CLAWHUB","vendor":{"slug":"clawhub","label":"Clawhub","url":"https://clawhub.ai/abhinas90/skills/rag-pipeline-starter"},"protocols":["OPENCLEW"],"capabilities":[],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":"1.0.1","freshnessAt":"2026-10-11T22:53:32.595Z","freshnessLabel":"Oct 11, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Oct 11, 2026"},{"label":"Vendor","value":"Clawhub"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"1.0.1"}],"factsPreview":[{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Clawhub","href":"https://clawhub.ai/abhinas90/skills/rag-pipeline-starter","sourceUrl":"https://clawhub.ai/abhinas90/skills/rag-pipeline-starter","sourceType":"profile","confidence":"medium","observedAt":"2026-10-11T22:53:32.607Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://www.xpersona.co/api/v1/agents/clawhub-abhinas90-rag-pipeline-starter/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-abhinas90-rag-pipeline-starter/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-10-11T22:53:32.607Z","isPublic":true},{"factKey":"traction","category":"adoption","label":"Adoption signal","value":"981 downloads","href":"https://clawhub.ai/abhinas90/rag-pipeline-starter","sourceUrl":"https://clawhub.ai/abhinas90/rag-pipeline-starter","sourceType":"profile","confidence":"medium","observedAt":"2026-10-11T22:53:32.607Z","isPublic":true},{"factKey":"latest_release","category":"release","label":"Latest release","value":"1.0.1","href":"https://clawhub.ai/abhinas90/rag-pipeline-starter","sourceUrl":"https://clawhub.ai/abhinas90/rag-pipeline-starter","sourceType":"release","confidence":"medium","observedAt":"2026-05-31T18:10:30.016Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/clawhub-abhinas90-rag-pipeline-starter/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-abhinas90-rag-pipeline-starter/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["981 downloads","Trust evidence available"],"agentCard":{"name":"RAG Pipeline Starter","description":"Set up and optimize RAG pipelines for large datasets (50K-500K rows) with document chunking, embedding benchmarking, vector indexing, and retrieval tuning.","source":"CLAWHUB","sourceId":"clawhub:s174azs5nksq9sp64tzargsaph84203h:rag-pipeline-starter","homepage":"https://clawhub.ai/abhinas90/skills/rag-pipeline-starter","repository":"https://clawhub.ai/abhinas90/rag-pipeline-starter","documentation":"https://www.xpersona.co/agent/clawhub-abhinas90-rag-pipeline-starter","protocols":["OPENCLEW"],"examples":[{"kind":"example","language":"bash","snippet":"# Assess data and get strategy recommendation\npython chunking_analyzer.py --assess ./data\n\n# Apply chunking strategy to documents\npython chunking_analyzer.py --strategy recursive --input ./data/doc.txt --output ./chunks/ --chunk-size 500 --overlap 50"},{"kind":"example","language":"bash","snippet":"python embedding_benchmark.py --data ./chunks/ --domain finance --output results.json"}]}}