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Upstar ranks the fastest-rising GitHub projects every hour, across 69 topics. Browse topics

#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 (+1,211), RustXNG (+619) and DeepTutor (+10,435). The 242 ranked repos gained 71,302 stars, 14% more than the week before.

Updated Nov 2, 14:38 UTC · ranked every hour from GitHub’s daily star counts

Updated 14 min ago

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This week’s ranking

Showing 50 of 242

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  1. 1
    anonnerdfrenzy/survival-llm A free AI assistant and survival library that runs on your own computer, with no internet needed. Shows the source of every answer. Python Python · 1.3k total Spotted at 203 stars
    Gained in 7 d +1.2k Score 121.1 Total 1.3k
  2. 2
    sahenjp/RustXNG Self-hosted, SSRF-hardened web search and grounding engine for local AI agents (AGPL-3.0-or-later) Rust Rust · 656 total
    Gained in 7 d +619 Score 61.9 Total 656
  3. 3
    HKUDS/DeepTutor DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/. Python Python · 54.1k total Healthy
    Gained in 7 d +10.4k Score 49.9 Total 54.1k
  4. 4
    wanghao-SunSky/cs329z-chinese 斯坦福 Stanford CS329Z Engineering AI Agents 中文教程：面向 Python 开发者的 AI 智能体课程，19 讲与 4 项实践，涵盖 LLM、RAG、工具调用、记忆、多智能体、评测与安全。完整 Markdown、在线与离线 HTML。Chinese course notes. HTML HTML · 432 total New
    Gained in 7 d +432 Score 43.2 Total 432
  5. 5
    Mieksido/surfcore JavaScript JavaScript · 373 total
    Gained in 7 d +373 Score 37.3 Total 373
  6. 6
    thomasunise/casecite CaseCite is an open-source, self-hosted legal RAG caselaw research & document analysis platform. Python Python · 244 total Mixed signals
    Gained in 7 d +239 Score 23.9 Total 244
  7. 7
    SLEEPYBQ/MemoSync Co-manage memory with your coding agent across sessions. A local workbench for Claude Code, Codex and Pi. TypeScript TypeScript · 222 total
    Gained in 7 d +220 Score 22.0 Total 222
  8. 8
    thedotmack/claude-mem Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More TypeScript TypeScript · 110k total Healthy
    Gained in 7 d +7k Score 21.9 Total 110k
  9. 9
    xerj-org/xerj AI search engine and MCP server for bots and agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memory and RAG. Elasticsearch-compatible API; Corpus Hub serves hundreds of reference memory corpora. Rust Rust · 18.8k total Healthy Spotted at 5,752 stars
    Gained in 7 d +2.5k Score 19.8 Total 18.8k
  10. 10
    vectorize-io/hindsight Hindsight: Agent Memory That Learns Python Python · 58k total Healthy
    Gained in 7 d +4k Score 17.1 Total 58k
  11. 11
    Tencent-Hunyuan/Hy-Memory Python Python · 1.9k total Spotted at 438 stars
    Gained in 7 d +616 Score 17.1 Total 1.9k
  12. 12
    Graphify-Labs/graphify Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store. Python Python · 141k total Healthy
    Gained in 7 d +5k Score 13.6 Total 141k
  13. 13
    roandejager/Hillock Local, gradient-free neuro-symbolic memory engine combining Hyperdimensional Computing (HDC/VSA), Hebbian plasticity, and graph triples for offline AI. Python Python · 302 total Mixed signals
    Gained in 7 d +159 Score 13.3 Total 302
  14. 14
    Yuuyuko-uu/dsh-fish-memory 🐋 DSH 鱼的记忆：给会话一份会淡忘的长期记忆，每条都带时间。名字里的「鱼」来自 DeepSeek 的鲸鱼。 JavaScript JavaScript · 456 total
    Gained in 7 d +207 Score 13.1 Total 456
  15. 15
    gh9ko8y/graphmemory Bitemporal AI memory system: six-variable decay, time-graded recall, TTL expiry, dedupe, competitive retrieval (Neo4j + PostgreSQL + Redis) Python Python · 130 total New
    Gained in 7 d +130 Score 13.0 Total 130
  16. 16
    patchy631/ai-engineering-hub In-depth tutorials on LLMs, RAGs and real-world AI agent applications. Jupyter Notebook Jupyter Notebook · 40.9k total Mixed signals
    Gained in 7 d +2.4k Score 12.3 Total 40.9k
  17. 17
    metadist/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. PHP PHP · 487 total Healthy
    Gained in 7 d +202 Score 12.0 Total 487
  18. 18
    chatvia/chatvia Open-source platform for AI chat agents that answer from your own knowledge base. Hybrid RAG search in PostgreSQL, MCP and custom tools, guardrails and human handoff. Put agents on a hosted chat page, a website widget, Slack, Teams, WhatsApp, Telegram or a REST API. Self-host with Docker and… PHP PHP · 112 total
    Gained in 7 d +112 Score 11.2 Total 112
  19. 19
    BotHarness/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. TypeScript TypeScript · 535 total
    Gained in 7 d +200 Score 10.9 Total 535
  20. 20
    peterpoal134/memory-brain 给 AstrBot 的可落地 AI 记忆与生活层：五类记忆、混合检索、遗忘治理、情绪边界、自主生活循环。不覆盖人格。 JavaScript JavaScript · 107 total New
    Gained in 7 d +107 Score 10.7 Total 107
  21. 21
    akitaonrails/ai-memory Solution for long term memory for agent coding CLIs and to facilitate handoff between different agent vendors Rust Rust · 14.9k total Healthy
    Gained in 7 d +1.1k Score 9.8 Total 14.9k
  22. 22
    jaikydota/BullFlow 推量牛 BullFlow — 开源企业级 RAG 解决方案：从企业知识库、营销内容自动化生产到全域内容分发 | Open-source enterprise RAG solution: knowledge base → automated marketing content → omnichannel publishing. 知识库全链路本地开源模型，无需付费模型；AI Agent 创作图文 / 图片 / 视频，一键发布抖音、小红书、公众号、LinkedIn、YouTube 等 17 个平台。Commercial-grade, multi-tenant, billing & admin… TypeScript TypeScript · 286 total
    Gained in 7 d +124 Score 9.7 Total 286
  23. 23
    YOLOW92/pagesift Rust web scraper & crawler for AI agents: URLs, PDFs and Office files → clean Markdown/JSON. Firecrawl- and Jina Reader-compatible API, MCP server, Python/Node SDKs. Self-hosted single binary. Rust Rust · 185 total
    Gained in 7 d +87 Score 8.7 Total 185
  24. 24
    zj-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。 Python Python · 762 total Healthy
    Gained in 7 d +188 Score 7.8 Total 762
  25. 25
    Sallyn0225/eidolon-sc 和《偶像大师 闪耀色彩》偶像实时语音/文字对话的 AI 分身：日语原声 + 中文字幕、回忆原作剧情、跨角色共享记忆；支持 Google/GitHub 登录与自带密钥，Docker Compose 一键部署（参考 LAPLACE Eidolon） Python Python · 367 total
    Gained in 7 d +119 Score 7.6 Total 367
  26. 26
    sno-ai/sno-station When Claude Code hits its usage limit, Codex picks the task up from the same memory. Sno Station puts Codex, Claude Code, Cursor, Hermes Agent and OpenClaw on one squad: they hand work to each other and review each other's code. Open source, runs on your computer. TypeScript TypeScript · 1.1k total
    Gained in 7 d +214 Score 7.2 Total 1.1k
  27. 27
    EvannZhongg/Nosis Nosis is a lightweight personal agent runtime: per-session execution boundaries with OS-level sandboxing, computer use, a full built-in toolset, Skill / Plugin / MCP extensions, one runtime shared by GUI and TUI, and file-persisted sessions, plans, and memory. Python Python · 117 total
    Gained in 7 d +70 Score 7.0 Total 117
  28. 28
    SuanmoSuanyangTechnology/MemoryBear MemoryBear Equip AI with human-like memory capability Python Python · 9.3k total Healthy
    Gained in 7 d +648 Score 7.0 Total 9.3k
  29. 29
    Graphicle-AI/graphicle Code graph and memory for your coding agents, in one Rust program. For Claude Code, Codex, Cursor and any MCP client. Rust Rust · 493 total
    Gained in 7 d +131 Score 6.9 Total 493
  30. 30
    DemonDamon/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). Python Python · 887 total Healthy
    Gained in 7 d +179 Score 6.7 Total 887
  31. 31
    LazyAGI/LazyMind An AI Skill Runtime for knowledge-intensive work which makes everything under your control. Go Go · 539 total Healthy
    Gained in 7 d +132 Score 6.5 Total 539
  32. 32
    Sidiora-Labs/hyperfide The ai agent workflow tool that scales from small, simple projects to large, complex codebases. TypeScript TypeScript · 639 total Healthy
    Gained in 7 d +141 Score 6.3 Total 639
  33. 33
    Windsander/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. JavaScript JavaScript · 87 total Healthy
    Gained in 7 d +60 Score 6.0 Total 87
  34. 34
    memvid/memvid Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory. Rust Rust · 17.4k total Low activity
    Gained in 7 d +727 Score 5.6 Total 17.4k
  35. 35
    himovo/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. Python Python · 501 total Healthy
    Gained in 7 d +109 Score 5.5 Total 501
  36. 36
    GroundedCoreAI/nexusdesk Open-source, self-hosted, extensible Agent platform built around ReAct and Harness engineering, with AI customer support as its first complete reference application. Python Python · 166 total
    Gained in 7 d +56 Score 5.3 Total 166
  37. 37
    xcosmosbox/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… Go Go · 83 total Mixed signals
    Gained in 7 d +53 Score 5.3 Total 83
  38. 38
    Usmansayed/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. Python Python · 145 total Healthy
    Gained in 7 d +49 Score 4.9 Total 145
  39. 39
    EternalNight996/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. JavaScript JavaScript · 122 total Healthy
    Gained in 7 d +48 Score 4.8 Total 122
  40. 40
    666ghj/MiroFish A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物 Python Python · 83.4k total Low activity
    Gained in 7 d +1.3k Score 4.7 Total 83.4k
  41. 41
    omdsh-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. TypeScript TypeScript · 845 total Healthy
    Gained in 7 d +125 Score 4.7 Total 845
  42. 42
    BlueRingsLabs/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. Python Python · 168 total
    Gained in 7 d +50 Score 4.6 Total 168
  43. 43
    axoviq-ai/synthadoc Synthadoc: An open-source LLM knowledge compilation engine that turns raw documents into structured, local-first wikis. A transparent, human-readable alternative to traditional RAG, which can be self-managed and self-improved without the use of any tools. Python Python · 1.8k total Healthy
    Gained in 7 d +182 Score 4.6 Total 1.8k
  44. 44
    WenyuChiou/awesome-agentic-ai-zh A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples. 中文 AI agent 學習地圖。 Python Python · 8.4k total Healthy
    Gained in 7 d +408 Score 4.6 Total 8.4k
  45. 45
    metadist/synaplan-nextcloud Synaplan AI integration into nextcloud for RAG powered discussions, translations and summaries. Run your own AI platform next to your nextcloud! PHP PHP · 255 total Mixed signals
    Gained in 7 d +61 Score 4.4 Total 255
  46. 46
    bojieli/ai-agent-book 《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码 Python Python · 57k total Healthy
    Gained in 7 d +994 Score 4.2 Total 57k
  47. 47
    ruvnet/ruflo 🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated TypeScript TypeScript · 80.6k total Healthy
    Gained in 7 d +1.2k Score 4.2 Total 80.6k
  48. 48
    StarTrail-org/PixelRAG https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/ Python Python · 10.8k total Healthy
    Gained in 7 d +425 Score 4.2 Total 10.8k
  49. 49
    MemTensor/MemT-1.0 Official repository for MemT-1.0 Python Python · 501 total
    Gained in 7 d +84 Score 4.1 Total 501
  50. 50
    ombharatiya/ai-system-design-guide AI system design guide for engineers building production AI systems and evals. 4.1k total Low activity
    Gained in 7 d +255 Score 4.1 Total 4.1k
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Emerging in RAG & AI memory Past weeks: Oct 26Oct 19