ragent
CLI tool for building production RAG systems from Markdown, CSV, and PDF documents using hybrid search (BM25 + vector) with OpenSearch. Features MCP server, Slack bot, Web UI, multi-source ingestion (local/S3/GitHub), and multi-provider embeddings (Bedrock/Gemini).
Seal evidence
Auto-sealed Tier 1 on import from GitHub topic search. Lossy Channel layers 1–2 to be backfilled by the Foreman.
L1-wash
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