🔓Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
// ragvolcengine/⟨Python⟩★ 31,044◷ AGPL-3.0[ claude ]
RAG & Knowledge for Claude
Retrieval, embeddings, vector search, and knowledge bases that ground Claude in your data.
⇄ compare all 114 rag & knowledge side by side// rag (114)
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🔓Claude Code skill that turns any topic, conversation, or file into a single-file, beautifully typeset HTML document - trigger with /paper
// ragWamikmk/⟨HTML⟩★ 24[ claude ]
🔓Unofficial source-linked AWS best practices for every AWS service, organized by Well-Architected pillar for Claude Code, OpenAI Codex, and AI coding agents.
// ragferdinandobons/⟨Python⟩★ 37◷ MIT[ claude ]
🔓Per-project semantic search over Claude Code session history. Indexes JSONL transcripts into SQLite; retrieves via bge-m3 embeddings (Ollama) with FTS5 fallb…
// ragvalpere/⟨Go⟩★ 30◷ Apache-2.0[ claude ]
🔓AKM — universal Agent Knowledge Management. A tool-agnostic Markdown knowledge OS for AI agents: memory / brain / vault over seven layers, with a Learn Back…
// ragDECK6/⟨JavaScript⟩★ 30◷ MIT[ claude ]
🔓All-in-one AI 研究工作台：把 Codex / Claude Code / Cursor 变成有长期记忆的研究系统。wiki 摄入、研究闭环、快速筛选、假设追踪、播客、日报六大能力，零 API key 可跑基座。
// ragBenboerba620/⟨Python⟩★ 55◷ MIT[ claude ]
🔓A self-evolving knowledge accumulation & hybrid retrieval system for AI coding agents (Claude Code / Codex / etc.)
// ragkevintsai1202/⟨Python⟩★ 39◷ MIT[ claude ]
🔓Let Claude (or any LLM) actually watch a video — scene-aware, deduplicated frames + transcript, from a URL or local file. Runs locally, MIT.
// ragHUANGCHIHHUNGLeo/⟨Python⟩★ 2,025◷ MIT[ claude ]
🔓Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for producti…
// ragMemoriLabs/⟨Python⟩★ 16,130◷ NOASSERTION[ claude ]
🔓Semantic Search & Call Graphs for AI Agents (100% Local)
// ragyoanbernabeu/⟨C⟩★ 1,815◷ MIT[ claude ]
🔓稳定省钱的OpenAI、Claude、Gemini等的API接口-For企业和开发者。OpenAI的api proxy，支持ChatGPT的API调用，支持Anthropic claude的官方接口形式，支持Google gemini的官方接口形式，支持：gpt-5，sora。不需要openai Key, 不需要…
// ragxing61/★ 985[ claude ]
🔓An open standard for portable, interoperable AI memory across tools, sessions, and devices.
// ragSMJAI/⟨TypeScript⟩★ 76◷ NOASSERTION[ claude ]
🔓Claude Code meta-skill: turn each project/machine/device into a self-improving skill (log -> reflect -> improve).
// raginitialneil/⟨Shell⟩★ 13◷ MIT[ claude ]
🔓Offline Claude export viewer. Search, analyze, and export your Claude.ai data locally.
// ragcrownleo/⟨HTML⟩★ 187◷ GPL-3.0[ claude ]
🔓五运六气 AI Agent 技能包 — 中医运气学说推算引擎。干支推算 + 六气步移 + RAG五层知识库(104键) + ReAct推理工作流 + 自进化引擎。支持 Claude Code/Codex CLI/Cursor/Cline/OpenClaw 等 AI 客户端。
// ragdhicoc/⟨Python⟩★ 39◷ MIT[ claude ]
🔓OKF-powered knowledge context for Claude Code — injects your project's knowledge base at every session
// ragguhcostan/⟨Python⟩★ 121◷ MIT[ claude ]
🔓Durable, local-first memory for AI coding agents over MCP — zero-dependency, curated & semantically de-duped, you own the data (SQLite + Markdown). Works wit…
// ragVonderVuflya/⟨Python⟩★ 21◷ AGPL-3.0[ claude ]
🔓A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus.
// ragzilliztech/⟨Python⟩★ 2,480◷ MIT[ claude ]
🔓The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
// ragvitali87/⟨Python⟩★ 4,775◷ MIT[ claude ]
🔓Claude Code learns from your corrections: self-correcting memory that compounds over 50+ sessions. Context engineering, parallel worktrees, agent teams, and…
// ragrohitg00/⟨JavaScript⟩★ 2,777[ claude ]
🔓📚 Two books on harness engineering — the design philosophies behind Claude Code & Codex: constraints, query loops, context governance, multi-agent verificat…
// ragwquguru/⟨Python⟩★ 2,781[ claude ]
🔓The Context Layer for unstructured data: typed, versioned datasets over S3, GCS, Azure
// ragdatachain-ai/⟨Python⟩★ 2,807◷ Apache-2.0[ claude ]
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🔓A personal knowledge base that builds and maintains itself. Drop in sources — Claude (or Codex/Gemini) reads them, extracts knowledge, and maintains a persis…
// ragSamurAIGPT/⟨Python⟩★ 3,375◷ MIT[ claude ]
🔓The fastest local AI engine for Apple Silicon. 4.2x faster than Ollama, 0.08s cached TTFT, 100% tool calling. 17 tool parsers, prompt cache, reasoning separa…
// ragraullenchai/⟨Python⟩★ 3,513◷ Apache-2.0[ claude ]
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🔓This is the public release of MIRA OS. Discrete memories decay through momentum loss, tools auto-configure when dropped into tools/ folder, and the system pr…
// ragtaylorsatula/⟨Python⟩★ 475◷ AGPL-3.0[ claude ]
🔓A free Claude skill for sharper consulting thinking ;case interview prep, strategy frameworks, and business problem-solving. Contributions welcome.
// ragDogInfantry/⟨HTML⟩★ 93◷ NOASSERTION[ claude ]
🔓One-click local backup for Codex and Claude Code memories
// ragcclank/⟨Python⟩★ 14◷ MIT[ claude ]