ragent vs ostk-recall
Side-by-side comparison of two Ai projects on AiList.
Tagline
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).
Local-first cross-corpus retrieval MCP server — model2vec embeddings + LanceDB (Tantivy BM25) + SQLite. One binary; hybrid (dense + BM25) search across markdown, code, and Claude Code sessions.
GitHub Stars
8
6
Stars This Week
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Language
Go
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License
NOASSERTION
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Built With
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Views
67
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Clicks
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