GitHub Agent / RAG专题榜

GITHUB专题榜

这个专题下星数最高的开源项目,按总星数排序。专题是按项目自己标的 topic 归类的,一个项目可能同时属于几个专题;星数说明「这个领域里谁最有分量」,想找「最近在涨」的看趋势榜或增长榜。

本榜项目数 96 个项目 数据日期 2026-10-28 23:48:41
本榜项目数 96 Agent / RAG 领域里星数最高的 96 个开源项目,按总星数排序
排名依据 与 GitHub 趋势页顺序一致 名次不按新增星数重排,星数与简介按 GitHub 原样列出
数据日期 2026-10-28 23:48:41 这批榜单数据是哪一天的

Agent / RAG热门项目完整榜

96 个项目
Agent / RAG 领域里星数最高的 96 个开源项目,按总星数排序
排名项目语言StarsFork7 日增长创建操作
1
open-webui/open-webui User-friendly AI Interface (Supports Ollama, OpenAI API, ...) aillmllm-ui
Python 157,043 22,864 — 2023-10-07 查看详情 ›
2
langchain-ai/langchain The agent engineering platform. agentsaiai-agents
Python 148,617 24,953 — 2022-10-17 查看详情 ›
3
Shubhamsaboo/awesome-llm-apps 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source. agentsllmspython
Python 143,312 21,086 — 2024-04-29 查看详情 ›
4
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. ai-agentsantigravityast
Python 137,511 13,111 — 2026-04-03 查看详情 ›
5
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 aiai-agentsai-memory
TypeScript 103,923 9,171 — 2025-09-01 查看详情 ›
6
infiniflow/ragflow RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs agent-harnessagentic-aiagentic-nagive
Go 93,017 11,142 — 2023-12-12 查看详情 ›
7
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. ai4sciencechineseocrdocument-parsing
Python 91,857 11,577 — 2020-05-08 查看详情 ›
8
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 aiai-agentscrawler
Python 86,455 8,999 — 2024-05-09 查看详情 ›
9
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 agentllmrag
Python 85,115 10,575 — 2025-09-07 查看详情 ›
10
dair-ai/Prompt-Engineering-Guide 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents. agentagentsai-agents
MDX 79,618 8,733 — 2022-12-17 查看详情 ›
11
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. agentaianthropic
Python 78,117 6,082 — 2026-01-08 查看详情 ›
12
mem0ai/mem0 The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production. agentic-memoryagentic-memory-systemagents
Python 67,989 8,046 — 2023-06-20 查看详情 ›
13
Mintplex-Labs/anything-llm Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience agent-computeragent-harnessagent-orchestration
JavaScript 67,677 7,606 — 2023-06-04 查看详情 ›
14
pathwaycom/serviette A no-code RAG server that keeps answers in sync with your documents. Works with 8 vector databases. Built on Pathway. chromadbdocument-qadocument-search
Python 58,756 1,531 — 2023-07-19 查看详情 ›
15
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 agentagent-memoryai-agent
Python 56,381 6,476 — 2025-09-09 查看详情 ›
16
run-llama/llama_index LlamaIndex is the document processing platform for AI agentsapplicationdata
Python 52,711 8,454 — 2022-11-02 查看详情 ›
17
jeecgboot/JeecgBoot 【低代码v2.0,一句话即可生成整个系统】企业级AI低代码平台,一键生成前后端代码甚至整个系统。 AI Skills 一句话画流程、设计表单、生成报表、大屏。内置 AI应用平台涵盖:AI聊天、知识库、流程编排、MCP插件等,兼容主流大模型。引领AI低代码「Skills 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式,解决 Java 项目 90% 重复工作,提高效率又不失灵活。 activitiagentai
Java 48,308 16,222 — 2018-11-26 查看详情 ›
18
HKUDS/DeepTutor DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/. ai-agentsai-tutorclawbot
Python 47,543 5,912 — 2025-12-28 查看详情 ›
19
milvus-io/milvus Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search annscloud-nativediskann
Go 46,510 4,318 — 2019-09-16 查看详情 ›
20
langchain-ai/langgraph Build resilient agents. agentsaiai-agents
Python 44,049 7,569 — 2023-08-10 查看详情 ›
21
HKUDS/LightRAG [EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation doclinggenaigpt
Python 40,390 5,735 — 2024-10-02 查看详情 ›
22
VectifyAI/PageIndex 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG agentic-aiagentsai
Python 39,873 3,432 — 2025-04-01 查看详情 ›
23
The-Vibe-Company/quivr An open-source engine that turns continuous content streams into search and monitoring. Durable ingestion, hybrid search, alerts, and plugins for formats, models and business rules. aiapichatbot
Go 39,611 3,732 — 2023-05-13 查看详情 ›
24
chatchat-space/Langchain-Chatchat Langchain-Chatchat(原Langchain-ChatGLM)基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain chatbotchatchatchatglm
Python 38,715 6,252 — 2023-03-31 查看详情 ›
25
patchy631/ai-engineering-hub In-depth tutorials on LLMs, RAGs and real-world AI agent applications. agentsaillms
Jupyter Notebook 38,458 6,335 — 2024-10-21 查看详情 ›
26
khoj-ai/khoj Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free. agentaiassistant
Python 37,869 2,529 — 2021-08-16 查看详情 ›
27
ItzCrazyKns/Vane Vane is an AI-powered answering engine. ai-agentsai-search-engineanswering-engine
TypeScript 37,806 4,208 — 2024-04-09 查看详情 ›
28
microsoft/graphrag A modular graph-based Retrieval-Augmented Generation (RAG) system gptgpt-4gpt4
Python 36,474 3,869 — 2024-03-28 查看详情 ›
29
virgiliojr94/book-to-skill Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work. agent-skillsai-agentsbook-to-skill
Python 36,406 3,860 — 2026-05-01 查看详情 ›
30
Tencent/WeKnora Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki. agentagenticai
Go 35,764 4,849 — 2025-07-22 查看详情 ›
31
datawhalechina/happy-llm 📚 从零开始构建大模型 agentllmrag
Jupyter Notebook 34,610 3,269 — 2024-05-28 查看详情 ›
32
onyx-dot-app/onyx Open Source AI Platform - AI Chat with advanced features that works with every LLM aiai-chatchatgpt
Python 33,050 4,665 — 2023-04-27 查看详情 ›
33
ScrapeGraphAI/Scrapegraph-ai Python scraper based on AI ai-crawlerai-scrapingai-search
Python 32,312 3,308 — 2024-01-28 查看详情 ›
34
getzep/graphiti Build Real-Time Knowledge Graphs for AI Agents agentsgraphllms
Python 32,305 3,321 — 2024-08-09 查看详情 ›
35
opendataloader-project/opendataloader-pdf PDF Parser for AI-ready data. Automate PDF accessibility. Open-source. a11yaccessibilityai
Java 30,105 2,879 — 2025-05-13 查看详情 ›
36
NirDiamant/RAG_Techniques This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial. agentic-ragaiembeddings
Jupyter Notebook 30,049 3,682 — 2024-07-14 查看详情 ›
37
simstudioai/sim Sim is the collaborative workspace to build, deploy, and monitor AI agents and workflows. Used by 100,000+ builders. agent-workflowagentic-workflowagents
TypeScript 29,933 3,870 — 2025-01-06 查看详情 ›
38
labring/FastGPT FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration. agentclaudedeepseek
TypeScript 29,933 7,348 — 2023-02-24 查看详情 ›
39
humanlayer/12-factor-agents What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers? 12-factor12-factor-agentsagents
TypeScript 26,900 2,017 — 2025-03-31 查看详情 ›
40
deepset-ai/haystack Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems. agent-frameworkagentic-aiagentic-rag
Python 26,869 3,352 — 2019-11-14 查看详情 ›
41
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. cici-cdcicd
TypeScript 26,557 2,598 — 2023-04-28 查看详情 ›
42
Cinnamon/kotaemon An open-source RAG-based tool for chatting with your documents. chatbotllmsopen-source
Python 25,833 2,163 — 2024-03-25 查看详情 ›
43
NirDiamant/GenAI_Agents 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems. agentic-aiagentsai
Jupyter Notebook 24,716 4,160 — 2024-09-10 查看详情 ›
44
AccumulateMore/CV ✅(已完结)超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】 agentagentsbook
Jupyter Notebook 24,150 2,665 — 2022-03-31 查看详情 ›
45
1Panel-dev/MaxKB 🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。 agentagentic-aichatbot
Python 23,063 3,201 — 2023-09-14 查看详情 ›
46
dipakkr/awesome-ai-engineering 🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems. agentic-aiai-agentsai-engineering
未标注 22,481 4,847 — 2018-09-17 查看详情 ›
47
NirDiamant/agents-towards-production End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment. agentagent-frameworkagentic-ai
Jupyter Notebook 21,786 2,885 — 2025-06-17 查看详情 ›
48
coze-dev/coze-studio An AI agent development platform with all-in-one visual tools, simplifying agent creation, debugging, and deployment like never before. Coze your way to AI Agent creation. agentagent-platformai-plugins
TypeScript 21,769 3,132 — 2025-06-26 查看详情 ›
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 技术,走在时代前沿。本项目为开源文档 aiguide,已升级为鱼皮 AI 导航网站 aiai-agentartificial-intelligence
JavaScript 21,709 2,360 — 2025-02-13 查看详情 ›
50
eosphoros-ai/DB-GPT open-source agentic AI data assistant for the next generation of AI + Data products. agentsbgidatabase
Python 20,210 2,994 — 2023-04-13 查看详情 ›
51
elizaOS/eliza Open source agentic operating system agentagenticai
TypeScript 19,692 5,837 — 2024-07-09 查看详情 ›
52
langbot-app/LangBot Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台/ Agent、知识库编排、插件系统 / Bots for Discord / Slack / LINE / Telegram / WeChat(企业微信, 企微智能机器人, 公众号) / 飞书 / 钉钉 / QQ / Matrix e.g. Integrated with ChatGPT(GPT), DeepSeek, Dify, n8n, Langflow, Coze, Claude, Gemini, GLM, Ollama, SiliconFlow, Kimi, openclaw / hermes agent, deerflow agentcozedeepseek
Python 18,555 1,672 — 2022-12-07 查看详情 ›
53
arc53/DocsGPT Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents. agent-builderagentsai
Python 18,338 2,229 — 2023-02-02 查看详情 ›
54
Canner/WrenAI GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more. ai-agentsbigquerybusiness-intelligence
Python 17,996 2,071 — 2024-03-13 查看详情 ›
55
RyanCodrai/turbovec A vector index built on TurboQuant, written in Rust with Python bindings annavx512embedding
Rust 17,433 1,486 — 2026-03-26 查看详情 ›
56
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. agent-memoryai-agentsbm25
Rust 17,273 1,281 — 2026-06-30 查看详情 ›
57
MemoriLabs/Memori Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises. agentagent-memoryagenticai
Python 17,141 3,691 — 2025-07-24 查看详情 ›
58
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. aicontextembedded
Rust 17,097 1,450 — 2025-05-28 查看详情 ›
59
MODSetter/SurfSense Air-gapped, privacy-focused, open-source NotebookLM alternative. AI agent that researches, transforms, and edits your documents. Join our Discord: https://discord.gg/ejRNvftDp9 agentagentsai
Python 16,666 1,596 — 2024-07-31 查看详情 ›
60
alibaba/zvec A lightweight, lightning-fast, in-process vector database agent-skillsdbembedded
C++ 16,160 1,012 — 2025-12-05 查看详情 ›
61
ConardLi/easy-dataset A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval datasetfine-tuningjavascript
JavaScript 15,048 1,536 — 2025-03-05 查看详情 ›
62
datawhalechina/llm-universe 本项目是一个面向小白开发者的大模型应用开发教程,在线阅读地址:https://datawhalechina.github.io/llm-universe/ langchainrag
Jupyter Notebook 14,218 1,437 — 2023-10-30 查看详情 ›
63
EverMind-AI/EverOS One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows. agent-memoryagentic-aiai
Python 13,683 955 — 2025-10-28 查看详情 ›
64
StarTrail-org/LEANN [MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device. aifaissgpt-oss
Python 13,595 1,250 — 2025-06-09 查看详情 ›
65
ConardLi/garden-skills ConardLi's open-source Skills collection, featuring web design, knowledge retrieval, image generation, and more. agentclaudegpt-image-2
JavaScript 13,365 1,576 — 2026-04-21 查看详情 ›
66
neuml/txtai 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows agentsaiai-agents
Python 13,043 954 — 2020-08-10 查看详情 ›
67
codexu/note-gen Capture first. Organize later. A local-first Markdown app that turns scattered records into clear notes with AI. agentai-notesknowledge-base
TypeScript 12,933 977 — 2024-08-06 查看详情 ›
68
zilliztech/claude-context Code search MCP for Claude Code. Make entire codebase the context for any coding agent. agentagentic-ragai-coding
TypeScript 12,656 941 — 2025-06-06 查看详情 ›
69
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/ aideepseekembedding
Python 12,646 6,387 — 2025-06-05 查看详情 ›
70
MemTensor/MemOS Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support. agentagentic-aiai
TypeScript 12,152 1,096 — 2025-07-06 查看详情 ›
71
dataelement/bisheng BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more. agentaichatbot
Python 12,088 1,988 — 2023-08-28 查看详情 ›
72
cocoindex-io/cocoindex Incremental engine for long horizon agents 🌟 Star if you like it! agentic-data-frameworkaiai-agents
Rust 11,770 920 — 2025-03-04 查看详情 ›
73
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 agenticragai-agentcrewai
MDX 11,389 1,070 — 2025-11-03 查看详情 ›
74
VoltAgent/voltagent AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework agentsaiai-agents
TypeScript 10,890 1,181 — 2025-04-16 查看详情 ›
75
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/ agentaimemory
Python 10,715 951 — 2026-05-29 查看详情 ›
76
sigoden/aichat All-in-one LLM CLI tool featuring Shell Assistant, Chat-REPL, RAG, AI Tools & Agents, with access to OpenAI, Claude, Gemini, Ollama, Groq, and more. aiai-agentschatbot
Rust 10,532 746 — 2023-03-03 查看详情 ›
77
Future-House/paper-qa High accuracy RAG for answering questions from scientific documents with citations airagscience
Python 9,490 946 — 2023-02-05 查看详情 ›
78
xberg-io/xberg Polyglot document intelligence with a Rust core: extract text, metadata, images, tables, and structured data from 106 formats across 140 file extensions, plus code intelligence for 371 languages. Fifteen bindings, with CLI, REST API, and MCP server. buncsharpdocument-intelligence
Rust 9,456 605 — 2025-02-01 查看详情 ›
79
activeloopai/deeplake Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training. agentagentic-ragai
C++ 9,262 724 — 2019-08-09 查看详情 ›
80
WangRongsheng/awesome-LLM-resources 🧑‍🚀 全世界最好的LLM资料总结(多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型) | Summary of the world's best LLM resources. awesome-listbookcourse
未标注 9,049 1,034 — 2024-04-19 查看详情 ›
81
deeplethe/utopia World's first open-source enterprise world model. agent-memorybitemporalgraphrag
Rust 8,585 1,177 — 2026-08-08 查看详情 ›
82
zilliztech/deep-searcher Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python. agentagentic-ragclaude
Python 8,351 813 — 2025-02-08 查看详情 ›
83
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。 agentic-aiagentic-workflowsai-agent
Python 8,055 1,038 — 2026-05-05 查看详情 ›
84
SciPhi-AI/R2R SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API. artificial-intelligencelarge-language-modelspython
Python 8,046 651 — 2024-02-12 查看详情 ›
85
Upsonic/Upsonic Build autonomous AI agents in Python. agentagent-frameworkautonomous-agent
Python 7,965 744 — 2024-05-27 查看详情 ›
86
Osmantic/ODS ODS V3 Pre-Release: Public testing and refinement ahead of the official V3 launch. Turn your PC, Mac, or Linux box into a private AI server. ai-agentsamdcomfyui
Python 7,708 1,100 — 2026-02-09 查看详情 ›
87
xerrors/Yuxi 可私有部署的多租户知识智能体平台:统一 RAG、知识图谱、多智能体、MCP/Skills、沙盒与权限管理。Yuxi = Cloud Agents + Knowledge RAG, Self-hosted knowledge agent platform for RAG, knowledge graphs and multi-agent workflows. agentic-ragai-agentsdeepagents
Python 7,528 1,230 — 2024-07-05 查看详情 ›
88
luhengshiwo/LLMForEverybody 每个人都能看懂的大模型知识分享,LLMs春/秋招大模型面试前必看,让你和面试官侃侃而谈 agentinterview-practiceinterview-questions
Jupyter Notebook 7,503 705 — 2024-08-05 查看详情 ›
89
vespa-engine/vespa The AI search platform aibig-datajava
Java 7,152 748 — 2016-06-04 查看详情 ›
90
adbar/trafilatura Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML article-extractorcorpus-buildercorpus-tools
Python 7,033 479 — 2019-04-08 查看详情 ›
91
dataease/SQLBot 🔥 基于大模型和 RAG 的智能问数系统,对话式数据分析神器。Text-to-SQL Generation via LLMs using RAG. chatbideepseekllm
JavaScript 7,005 911 — 2025-04-21 查看详情 ›
92
postgresml/postgresml Postgres with GPUs for ML/AI apps. aiannapproximate-nearest-neighbor-search
Rust 6,826 364 — 2022-04-11 查看详情 ›
93
genkit-ai/genkit Open-source framework for building agentic apps in JavaScript, Go, Dart, and Python, built and used in production by Google agentsaiembedders
TypeScript 6,554 871 — 2024-04-30 查看详情 ›
94
run-llama/rags Build ChatGPT over your data, all with natural language agentchatbotchatgpt
Python 6,546 655 — 2023-11-16 查看详情 ›
95
lavague-ai/LaVague Large Action Model framework to develop AI Web Agents aibrowserlarge-action-model
Python 6,395 574 — 2024-02-27 查看详情 ›
96
HelixDB/helix-db HelixDB is an OLTP graph database with native vector and full-text search built in Rust on Object Storage. aiclidatabase
Rust 6,240 393 — 2024-11-23 查看详情 ›

读榜要点

怎么看这张榜
热门≠质量,星数≠有人用
排名依据GitHub 官方趋势算法不是按新增星数重排,照官方顺序
星数与简介与 GitHub 页面一致名次、星数、简介与语言都按 GitHub 原样显示
数据日期2026-10-28 23:48:41这批榜单数据是哪一天的,页头已标注
「GitHub 热门」的排名依据是什么?

名次与 GitHub 官方 Trending 页面的顺序一致,排序由它自己的趋势算法决定——不是单纯按新增星数排(实测会出现第 9 名的新增星数少于第 10 名、月榜第 1 名少于第 2 名)。本页照它的顺序展示,也不把不同周期的数据合成一个综合分。

为什么日榜只有十几条,不是 25 条?

趋势榜的条数由 GitHub 自己决定,实测日榜 10–15 条、周榜十几条、月榜 20 条上下。条数完全按 GitHub 给的来,所以会随 GitHub 那边的渲染结果变化。

新秀榜和趋势榜有什么区别?

趋势榜看「近期新增星数」,老项目也可能上榜;新秀榜走官方搜索接口,只取近 7 天 / 30 天内新建、按总星数排序的仓库,回答的是「这个月冒出来的项目里谁最猛」。两张榜的指标不同,不混算。

数据来自 GitHub 官方趋势榜与官方接口;名次与星数与 GitHub 页面一致,数据日期 2026-10-28 23:48:41。