Toolbox/Memory & context/Ontos-AI/knowhere

Ontos-AI/knowhere

Knowhere extracts, parses, and outputs structured chunks ready for AI Agents and RAG.

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PythonApache-2.0ai-agentsclaude-codecursorlangchainrag-pipeline

Stars

3.8k

Δ 7d

+75

Δ 30d

+401

Age

5 mo

Last push

4d ago

90-day star history

Where this sits in the catalog

GroupAgent capabilities

CategoryMemory & context#16 of 41 by stars

RankingsNot in any top 20 today — see the rankings

NearbyRAG & retrieval (10)Tools & MCP (57)Computer use (38)Browser agents (16)Voice & realtime (3)

Most-wanted open issues

Ranked by 👍 reactions. 20 open issues total, checked 2026-10-17.

Issue	👍	Comments	Opened
[Feature]: Add an opt-in Knowhere and Parallel Search MCP example	0	0	1 wk
Expose Agentic Pipeline Signals (evidence_text, stop_reason) in Public API to Prevent Client Hallucinations agentic-rag-core	0	0	5 mo
feat(agentic): add navigation decision trace and fix Root node channel routing agentic-rag-core	0	0	4 mo
Agentic Retrieval fails to surface deep nested sections, returns overly generic answers agentic-rag-core	0	0	4 mo
Improve agentic navigation asset-search reconciliation	0	0	4 mo

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