#rag-memory · AI & ML
RAG & AI memory
Retrieval-augmented generation pipelines and the memory layers that let agents remember.
This week (Oct 27 – Nov 2), the top-ranked are survival-llm (+1,204), RustXNG (+579) and DeepTutor (+10,493). The 241 ranked repos gained 71,345 stars, 14% more than the week before.
Updated Nov 2, 12:33 UTC · ranked every hour from GitHub’s daily star counts
Updated 6 min ago
Emerging this week
Listed by acceleration against their usual week; the score is the rankings’ own: stars gained in 7 days ÷ √(stars before, minimum 100).
- 1thomasunise/casecite CaseCite is an open-source, self-hosted legal RAG caselaw research & document analysis platform. After quiet weeksGained in 7 d +239 Score 23.9 Total 244
- 2SLEEPYBQ/MemoSync Co-manage memory with your coding agent across sessions. A local workbench for Claude Code, Codex and Pi. After quiet weeksGained in 7 d +220 Score 22.0 Total 222
- 3roandejager/Hillock Local, gradient-free neuro-symbolic memory engine combining Hyperdimensional Computing (HDC/VSA), Hebbian plasticity, and graph triples for offline AI. 53× its usual pace (~3 a week)Gained in 7 d +159 Score 13.3 Total 302
- 4metadist/synaplan Open-source, self-hosted AI platform (PHP/Symfony): chat with any model, RAG over your docs, embeddable widget, MCP — see the cost of every answer. Apache-2.0. 15× its usual pace (~14 a week)Gained in 7 d +204 Score 12.1 Total 487
- 5LazyAGI/LazyMind An AI Skill Runtime for knowledge-intensive work which makes everything under your control. 67× its usual pace (~2 a week)Gained in 7 d +133 Score 6.6 Total 537
- 6DemonDamon/AgenticX AgenticX is a unified, production-ready multi-agent platform — Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical memory, avatar & group chat, skill ecosystem, safety sandbox, and IM gateway (Feishu/WeChat). 8× its usual pace (~21 a week)Gained in 7 d +175 Score 6.6 Total 881
- 7metadist/synaplan-nextcloud Synaplan AI integration into nextcloud for RAG powered discussions, translations and summaries. Run your own AI platform next to your nextcloud! After quiet weeksGained in 7 d +64 Score 4.6 Total 255
- 8Windsander/Mebular One shared graph for every AI assistant and device — memory and tasks, local-first, signed, auditable, direct P2P sync. MCP tools; no hosted account. After quiet weeksGained in 7 d +60 Score 6.0 Total 86
- 9myneace/Gaussian_Clef_RAG Probabilistic retrieval-augmented generation on statistical manifolds with sub-100ms Cloudflare Clef decision routing, Woodbury-accelerated geometric kernels, and universal corpus generation. Every chunk of knowledge is a Gaussian distribution, not a flat vector. Retrieval is information geometry… After quiet weeksGained in 7 d +55 Score 3.5 Total 306
- 10xcosmosbox/Cairn Open-source GraphRAG domain knowledge layer: LLMs continuously distill scattered skill docs into a queryable, evolvable, human-editable two-layer knowledge graph — versioned, hot-swapped and rolled back via a GitOps pipeline like software releases, and served to AI agents over MCP. RAG, but with… After quiet weeksGained in 7 d +54 Score 5.4 Total 83
- 11BlueRingsLabs/no-shortcuts Free Course : Data, Machine Learning, Deep Learning and AI Engineering, the long way round: the math, the code, the systems and the security. 173 lessons, 166 runnable labs, no shortcuts. Free under CC BY-NC 4.0. After quiet weeksGained in 7 d +54 Score 5.1 Total 168
- 12Usmansayed/scubiee Save up to 30% of your AI coding tokens. Scubiee turns any codebase into searchable context for your AI coding agent. A local context engine for Cursor, Claude Code, Copilot, Codex, and more: semantic search, code relationships, live sync, MCP integration, and code that never leaves your machine. 52× its usual pace (~1 a week)Gained in 7 d +52 Score 5.2 Total 145
- 13EternalNight996/memory-eternal Your AI forgets every session. Give it a memory it can trust: local-first, review-gated agent memory — one SQLite vault for DSH, Claude Code, Codex, Cursor and any MCP client, with an immutable audit log and a token ledger. Open source, self-hosted, no cloud. 12× its usual pace (~4 a week)Gained in 7 d +48 Score 4.8 Total 121
- 14410979729/scope-recall-hermes Local long-term memory for Hermes, Codex, Claude Code, WorkBuddy and dsh agents: one SQLite store, source-backed recall, and tools to inspect, correct or delete what is remembered. 6× its usual pace (~7 a week)Gained in 7 d +43 Score 2.0 Total 521
- 15zj-unicom-ai/UniEmployee 面向企业的数字员工构建与运行平台：把专业员工的经验、流程与判断标准，固化为可随时上岗、可配置、可审批、可观测的 AI 数字员工。 4× its usual pace (~46 a week)Gained in 7 d +191 Score 8.0 Total 762
- 16BotHarness/DeepSeekBot Open-source GrokBot alternative built on DeepSeek Harness. Build your personal bot team: multiple personal agents with persistent memory, identities and permissions, extensible through DSH plugins.｜基于 DeepSeek Harness 的开源 GrokBot 平替：有长期记忆的个人 AI Bot 团队，支持多 Bot 协作、身份权限与插件生态扩展。MIT. 4× its usual pace (~50 a week)Gained in 7 d +203 Score 11.1 Total 535
- 17 Gained in 7 d +39 Score 3.8 Total 142
- 18ZeKaiNie/universal-examprep-skill Exam Cram Coach · 跨会话记忆与讲义溯源防幻觉的极速备考教练 | AI exam-prep tutor for Claude Code, Cursor, Codex, Antigravity: teaches from slides with page citations, crops figures, quizzes with real homework, runs smoothly on small cheap models. 期末复习·考前突击·刷题·错题本·小抄 5× its usual pace (~7 a week)Gained in 7 d +34 Score 1.9 Total 364
- 19omdsh-dev/dsh-mnemon Composable, view-based context for DeepSeek Harness. Pluggable sources and strategies, with layered memory and self-evolving skills out of the box. 3× its usual pace (~38 a week)Gained in 7 d +127 Score 4.7 Total 845
- 20shuxiachai/academic-commercialization-agent AI multi-agent tool that turns research papers into cited commercialization and tech-transfer assessments: TRL, patent landscape, market and risks. CrewAI + FastAPI, with a reproducible benchmark. 3× its usual pace (~12 a week)Gained in 7 d +40 Score 1.4 Total 806
- 21Sidiora-Labs/hyperfide The ai agent workflow tool that scales from small, simple projects to large, complex codebases. 3× its usual pace (~46 a week)Gained in 7 d +152 Score 6.9 Total 639
- 22vstorm-co/agenticos Open-source AI teammates for your company. The self-hosted agent layer: build, run and govern AI agents on your own servers, models and rules. RAG, skills, a real browser, 4,700+ MCP servers and an API, with budgets, approvals and an audit trail. Apache-2.0, built on Pydantic AI. 3× its usual pace (~10 a week)Gained in 7 d +33 Score 3.0 Total 153
- 23himovo/movo Turn DeepSeek Harness into a self-hosted enterprise Agent platform with knowledge, deep research, content generation, vibe coding, browser automation, governance, and admin controls. 2× its usual pace (~43 a week)Gained in 7 d +107 Score 5.4 Total 496
- 24max-ramas/rms-memory-mcp Persistent, local, cross-IDE memory for AI agents — markdown source of truth, LanceDB-powered semantic search, zero cloud dependency After quiet weeksGained in 7 d +22 Score 2.2 Total 63
- 25GroundedCoreAI/nexusdesk Open-source, self-hosted, extensible Agent platform built around ReAct and Harness engineering, with AI customer support as its first complete reference application. 2× its usual pace (~26 a week)Gained in 7 d +52 Score 5.0 Total 162
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