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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.

In the last 24 hours, the top-ranked are RustXNG (+316), cs329z-chinese (+71) and graphmemory (+36). The 59 ranked repos gained 6,477 stars.

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

Updated 16 min ago

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  1. 1
    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 24 h +316 Score 17.1 Total 656
  2. 2
    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 24 h +71 Score 3.7 Total 432
  3. 3
    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 24 h +36 Score 3.6 Total 130
  4. 4
    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 24 h +1.2k Score 3.5 Total 110k
  5. 5
    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 24 h +685 Score 3.4 Total 40.9k
  6. 6
    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 24 h +42 Score 3.1 Total 222
  7. 7
    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 24 h +377 Score 2.8 Total 18.8k
  8. 8
    weir36/novel-config-copilot 网文平台资源配置决策助手：GraphRAG 两阶段检索 + ReAct Agent + 规则引擎兜底，方案合法率 60%→100% Python Python · 26 total New
    Gained in 24 h +26 Score 2.6 Total 26
  9. 9
    HKUDS/DeepTutor DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/. Python Python · 54.1k total Healthy
    Gained in 24 h +558 Score 2.4 Total 54.1k
  10. 10
    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 24 h +24 Score 2.4 Total 107
  11. 11
    vectorize-io/hindsight Hindsight: Agent Memory That Learns Python Python · 58k total Healthy
    Gained in 24 h +476 Score 2.0 Total 58k
  12. 12
    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 24 h +62 Score 1.8 Total 1.3k
  13. 13
    Mieksido/surfcore JavaScript JavaScript · 373 total
    Gained in 24 h +32 Score 1.7 Total 373
  14. 14
    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 24 h +34 Score 1.5 Total 535
  15. 15
    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 24 h +448 Score 1.2 Total 141k
  16. 16
    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 24 h +30 Score 0.7 Total 1.8k
  17. 17
    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 24 h +21 Score 0.7 Total 887
  18. 18
    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 24 h +177 Score 0.6 Total 83.4k
  19. 19
    SuanmoSuanyangTechnology/MemoryBear MemoryBear Equip AI with human-like memory capability Python Python · 9.3k total Healthy
    Gained in 24 h +55 Score 0.6 Total 9.3k
  20. 20
    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 24 h +67 Score 0.6 Total 14.9k
  21. 21
    datawhalechina/hello-agents 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程 Python Python · 85.8k total Mixed signals
    Gained in 24 h +139 Score 0.5 Total 85.8k
  22. 22
    TencentCloud/Octop A smarter, self-hosted AI assistant — multi-user, multi-agent. Python Python · 11.5k total Healthy
    Gained in 24 h +50 Score 0.5 Total 11.5k
  23. 23
    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 24 h +106 Score 0.4 Total 57k
  24. 24
    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 24 h +37 Score 0.4 Total 8.4k
  25. 25
    Asymptote-Labs/agent-beacon The cross-harness, self-improving memory layer for AI agents. Join our community: https://discord.com/invite/zdNChS2fBu Go Go · 3k total Healthy
    Gained in 24 h +21 Score 0.4 Total 3k
  26. 26
    Tencent/WeKnora Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki. Go Go · 36.3k total Healthy
    Gained in 24 h +71 Score 0.4 Total 36.3k
  27. 27
    lfnovo/open-notebook An Open Source implementation of Notebook LM with more flexibility and features TypeScript TypeScript · 41.3k total Mixed signals
    Gained in 24 h +73 Score 0.4 Total 41.3k
  28. 28
    datawhalechina/all-in-rag 🔍大模型应用开发实战一：RAG 技术全栈指南，在线阅读地址：https://datawhalechina.github.io/all-in-rag/ Python Python · 12.8k total Low activity
    Gained in 24 h +38 Score 0.3 Total 12.8k
  29. 29
    volcengine/OpenViking Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills. Python Python · 41.4k total Healthy
    Gained in 24 h +68 Score 0.3 Total 41.4k
  30. 30
    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 24 h +89 Score 0.3 Total 80.6k
  31. 31
    headroomlabs-ai/headroom Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server. Python Python · 78.6k total Healthy
    Gained in 24 h +83 Score 0.3 Total 78.6k
  32. 32
    adongwanai/AgentGuide https://adongwanai.github.io/AgentGuide | AI Agent开发指南 | LangGraph实战 | 高级RAG | 转行大模型 | 大模型面试 | 算法工程师 | 面试题库 | 强化学习｜数据合成 MDX MDX · 11.6k total Mixed signals
    Gained in 24 h +31 Score 0.3 Total 11.6k
  33. 33
    microsoft/ai-agents-for-beginners 18 Lessons to Get Started Building AI Agents Jupyter Notebook Jupyter Notebook · 78.7k total Healthy
    Gained in 24 h +74 Score 0.3 Total 78.7k
  34. 34
    didilili/ai-agents-from-zero 🚀 2026 最系统的 AI Agent 速成指南｜智能体实战教程 · 完整学习路径 + 实战项目 + 面试题库 · 对标大模型应用开发工程师岗位 · 覆盖LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / 提示词 · 企业级部署与微调 · 从0到企业级落地 + 从学习到上线项目 + 面试准备一体化 Python Python · 5.8k total Low activity
    Gained in 24 h +20 Score 0.3 Total 5.8k
  35. 35
    langchain-ai/langgraph Build resilient agents. Python Python · 44.3k total Healthy
    Gained in 24 h +50 Score 0.2 Total 44.3k
  36. 36
    promptfoo/promptfoo Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic. TypeScript TypeScript · 26.7k total Healthy
    Gained in 24 h +36 Score 0.2 Total 26.7k
  37. 37
    virgiliojr94/book-to-skill Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work. Python Python · 36.7k total Healthy
    Gained in 24 h +41 Score 0.2 Total 36.7k
  38. 38
    nashsu/llm_wiki LLM Wiki is a cross-platform desktop application that turns your documents into an organized, interlinked knowledge base — automatically. Instead of traditional RAG (retrieve-and-answer from scratch every time), the LLM incrementally builds and maintains a persistent wiki from your sources。 TypeScript TypeScript · 21.3k total Mixed signals
    Gained in 24 h +29 Score 0.2 Total 21.3k
  39. 39
    langgenius/dify Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack. Python Python · 160k total Healthy
    Gained in 24 h +75 Score 0.2 Total 160k
  40. 40
    semantica-agi/semantica Graph-Native Infrastructure for Context and Accountable AI Systems Python Python · 14.4k total Healthy
    Gained in 24 h +22 Score 0.2 Total 14.4k
  41. 41
    ConardLi/garden-skills ConardLi's open-source Skills collection, featuring web design, knowledge retrieval, image generation, and more. JavaScript JavaScript · 13.5k total Mixed signals
    Gained in 24 h +21 Score 0.2 Total 13.5k
  42. 42
    mem0ai/mem0 The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production. Python Python · 68.3k total Healthy
    Gained in 24 h +45 Score 0.2 Total 68.3k
  43. 43
    Shubhamsaboo/awesome-llm-apps 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source. Python Python · 144k total Healthy
    Gained in 24 h +65 Score 0.2 Total 144k
  44. 44
    PaddlePaddle/PaddleOCR Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages. Python Python · 92.1k total Low activity
    Gained in 24 h +51 Score 0.2 Total 92.1k
  45. 45
    infiniflow/ragflow RAGFlow is an agent-native database: a Retrieval-Augmented Generation (RAG) engine that grew into context infrastructure. Go Go · 93.4k total Healthy
    Gained in 24 h +49 Score 0.2 Total 93.4k
  46. 46
    comet-ml/opik Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. Python Python · 23.1k total Healthy
    Gained in 24 h +24 Score 0.2 Total 23.1k
  47. 47
    getzep/graphiti Build Real-Time Knowledge Graphs for AI Agents Python Python · 32.4k total Healthy
    Gained in 24 h +27 Score 0.1 Total 32.4k
  48. 48
    unclecode/crawl4ai Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key. Join our Discord https://discord.gg/VuxzM8mtf Python Python · 86.8k total Healthy
    Gained in 24 h +42 Score 0.1 Total 86.8k
  49. 49
    liyupi/ai-guide 程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / Gemini / Claude / GLM）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（Agent Skills / RAG / MCP / A2A）、AI 编程教程（Harness Engineering）、AI 工具用法（Cursor / Claude Code / TRAE / Codex / Copilot）、AI 开发框架教程（Spring AI / LangChain）、AI 产品变现指南，帮你快速掌握 AI… JavaScript JavaScript · 21.8k total Mixed signals
    Gained in 24 h +21 Score 0.1 Total 21.8k
  50. 50
    open-webui/open-webui User-friendly AI Interface (Supports Ollama, OpenAI API, ...) Python Python · 158k total Healthy
    Gained in 24 h +53 Score 0.1 Total 158k
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Emerging in RAG & AI memory Past weeks: Oct 26Oct 19