Harness Toolbox/Agent capabilities

RAG & retrieval

retrieval and knowledge layers for agents

6 repositories, most starred first

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with…

85.3k
Go
2 yrs

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

34.1k
+1547d
Python
1 yr

Search infrastructure for AI

28.8k
+667d
Rust
3 yrs

817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE…

25.7k
+5007d
Python
4 mo

ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, or other AI agen…

1.5k
+267d
TypeScript
2 mo

Open CLI for integrating AI search, recommendation, and conversational retrieval into agent systems and busine…

1.1k
+1087d
TypeScript
2 mo

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