Agents and tools for retrieval-augmented generation, embeddings, and vector search.
GizClaw/flowcraft — Production-grade Go SDK for building AI agents with long-term memory, knowledge retrieval, and voice — runnable as a library, a daemon, or a real-time pipeline.. Repo-surface review: measured from the public repository (486 stars, MIT, last push 2026-07-16); not hands-on tested.
Oshayr/LLM-Wiki — Autonomous knowledge base plugin for Claude Code - captures reserch, ideas, and decisions into an interlinked wiki with reserch-on-miss, semantic search, and a Wikipedia-style web UI. Knowledge compounds as you work.. Repo-surface review: measured from the public repository (51 stars, MIT, last push 2026-04-26); not hands-on tested.
volcengine/SearchCLI — Open CLI for integrating AI search, recommendation, and conversational retrieval into agent systems and business systems. Repo-surface review: measured from the public repository (1128 stars, Apache-2.0, last push 2026-07-16); not hands-on tested.
juanjuandog/FinSight-AI — AI equity research agent with resilient workflows, Redis Lua single-flight, pgvector RAG, versioned reports, evidence tracing, and RAG evaluation.. Repo-surface review: measured from the public repository (1123 stars, MIT, last push 2026-05-26); not hands-on tested.
Public-surface review of mcp-abap-adt-pg-vector-rag.
nduckmink/arkon — Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills. Connect Claude and other LLMs via Model Context Protocol (MCP) for automated, secure organizational knowledge integration.. Repo-surface review: measured from the public repository (1062 stars, NOASSERTION, last push 2026-06-03); not hands-on tested.
Public-surface review of policyqa-commandrplus-rag-agent.
Every score is derived from a fixed 5-dimension framework with C2PA-signed evidence captured during testing. We don't accept payment for placement.