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Open-source RAG pipeline with multihop reasoning - 8-stage flow

49 starsTypeScript

Clonar – A Node.js RAG pipeline with 8-stage multihop reasoning

by sowmith-tsrc·Feb 13, 2026·1 point·1 comment

AI Analysis

●●SolidBig BrainNiche Gem
The Take

Clonar codifies an explicit 8-stage agentic loop — query rewrite, clarification gates, filter extraction and critique loops — into a runnable Node backend you can call over HTTP. The README is refreshingly transparent about its experimental status and invites benchmarks and PRs, but there are no quantitative evaluations or stress tests to back the design claims. Good as a hands-on reference for multihop orchestration, not yet a proven replacement for established RAG stacks.

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Target Audience

Backend developers, ML engineers, researchers and practitioners experimenting with RAG and multihop reasoning

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