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CopilotKit https://docs.copilotkit.ai/ https://github.com/copilotkit/copilotkit What is CopilotKit? CopilotKit is the easiest way to add AI copilots -
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posted @ 2025-10-04 13:45
lightsong
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ag-ui https://github.com/ag-ui-protocol/ag-ui?tab=readme-ov-file AG-UI: The Agent-User Interaction Protocol AG-UI is an open, lightweight, event-based
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posted @ 2025-10-04 13:38
lightsong
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langgraphjs-gen-ui-examples https://github.com/langchain-ai/langgraphjs-gen-ui-examples LangGraph Generative UI Examples This repository contains a se
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posted @ 2025-09-28 16:51
lightsong
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langgraph-genui https://github.com/fanqingsong/langgraph-genui LangGraph GenUI 微服务架构 这是一个基于 LangGraph 的微服务架构项目，包含智能体服务和前端对话界面两个独立的微服务。 项目结构 langgraph-
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posted @ 2025-09-28 16:42
lightsong
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gen-ui-python https://github.com/fanqingsong/gen-ui-python?tab=readme-ov-file https://js.langchain.com/docs/how_to/generative_ui/ https://github.com/b
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posted @ 2025-09-27 17:50
lightsong
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AI-Powered-ToDo-List https://github.com/fanqingsong/AI-Powered-ToDo-List AI 智能任务管理器 基于 LangGraph 和 React 的智能任务管理应用，支持传统手动管理和 AI 对话式管理两种方式。 ✨ 功能特性 🎯 双
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posted @ 2025-09-25 22:04
lightsong
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Temporal和Airflow有什么差别 Temporal 和 Apache Airflow 是两种主流的工作流编排工具，但它们在设计理念、核心优势和适用场景上有着显著的不同。下面通过一个表格快速梳理它们的核心差异，然后我会进一步解释这些差异背后的含义。 对比维度 Temporal Apache
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posted @ 2025-09-24 22:21
lightsong
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fastapi-langgraph https://github.com/fanqingsong/fastapi-langgraph FastAPI LangGraph Agent Template A production-ready FastAPI template for building A
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posted @ 2025-09-21 21:32
lightsong
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langraph-up-react https://github.com/fanqingsong/langraph-up-react LangGraph ReAct Agent Template This template showcases a ReAct agent implemented us
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posted @ 2025-09-21 20:56
lightsong
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大模型 Agent 的发展非常迅速，除了经典的 ReAct 模式，还涌现出了许多其他设计范式，它们各自针对不同的任务特点和优化目标。 下面是一个表格，汇总了这些主要的 Agent 范式及其核心思想和典型应用场景： 范式名称 核心思想 典型应用场景 ReAct (Reasoning+Acting)
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posted @ 2025-09-19 09:32
lightsong
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Docker Compose watch 功能是如何工作的？ docker compose watch是 Docker Compose v2.22.0 版本（作为 Docker Desktop 的一部分）引入的功能，它能够实现主机和容器之间的文件变更自动同步，并在文件修改时自动重
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posted @ 2025-08-30 23:30
lightsong
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Visualizing Traces https://www.compilenrun.com/docs/framework/fastapi/fastapi-middleware/fastapi-tracing-middleware/ For production applications, you'
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posted @ 2025-08-24 23:01
lightsong
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craw4ai https://github.com/unclecode/crawl4ai/blob/main/Dockerfile https://github.com/unclecode/crawl4ai 🚀🤖 Crawl4AI: Open-source LLM Friendly Web C
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posted @ 2025-08-24 20:10
lightsong
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网页爬行在英文中有两个词语表达，一个是 crawl，另外一个是scrape，结合英文的本来的意思解释这两个爬行有什么差别？ 好的，这是一个非常经典的问题。在英文中，crawl和 scrape虽然经常在数据获取的语境下一起出现，但它们的核心含义和在技术上的分工截然不同。 简单来说： Crawl（爬
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posted @ 2025-08-24 19:38
lightsong
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同一个dockerfile，支持dev，prod两套target，对应两套环境 https://github.com/fanqingsong/craw4ai-fastapi Docker file # Dockerfile for crawl4ai-fastapi # Using multi-sta
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posted @ 2025-08-24 19:26
lightsong
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Browser MCP https://browsermcp.io/ What is this? If you want to automate actions on a website, like repeatedly fill out a form, you normally can't do
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posted @ 2025-08-21 09:30
lightsong
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Graph visualization tools https://neo4j.com/docs/getting-started/graph-visualization/graph-visualization-tools/#_visualization_resources 2. Embeddable
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posted @ 2025-08-17 17:30
lightsong
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Organization and Role-based access control https://blog.logto.io/organization-and-role-based-access-control What is organization# Organization definit
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posted @ 2025-08-17 17:18
lightsong
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https://www.codingeasypeasy.com/blog/role-based-access-control-rbac-with-dynamic-permissions-in-fastapi-a-comprehensive-guide https://zhuanlan.zhihu.c
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posted @ 2025-08-14 10:00
lightsong
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GraphRAG https://www.bilibili.com/video/BV1F8zBYLEBE?spm_id_from=333.788.videopod.sections&bvid=BV1bp2GYzEpi&vd_source=57e261300f39bf692de396b55bf8c41
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posted @ 2025-08-03 19:07
lightsong
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vanna chat2db db-gpt 以下是三种开源 Text2SQL/Talk2DB 框架（Vanna、Chat2DB、DB-GPT）的对比分析，结合开源版本的特性和集成需求，从技术栈、功能、部署适配性等角度展开： 1. Vanna 核心定位：基于 RAG（检索增强
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posted @ 2025-08-03 17:59
lightsong
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NL2API、NL2SQL、NL2CODE https://segmentfault.com/a/1190000044813098#item-3 大模型之NL2SQL、数据智能分析简介 NL2SQL任务的目标是将用户对某个数据库的自然语言问题转化为相应的SQL查询。随着LLM的发展，使用LLM进行N
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posted @ 2025-08-02 22:26
lightsong
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neo4j https://db-engines.com/en/ranking/graph+dbms https://neo4j.com/docs/ https://www.cnblogs.com/yin-jihu/p/17983407 Cypher https://zhuanlan.zhihu.c
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posted @ 2025-08-02 20:00
lightsong
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Grounding LLMs https://techcommunity.microsoft.com/blog/fasttrackforazureblog/grounding-llms/3843857 What is Grounding? Grounding is the process of us
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posted @ 2025-07-19 00:13
lightsong
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理论 https://www.okta.com/blog/2021/02/single-sign-on-sso/ https://www.bilibili.com/video/BV1ht4y1E7EL/?spm_id_from=333.788.videopod.episodes&vd_source=
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posted @ 2025-07-07 09:39
lightsong
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searxng https://github.com/searxng/searxng SearXNG is a free internet metasearch engine which aggregates results from various search services and data
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posted @ 2025-06-30 19:19
lightsong
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Fully Local Manus AI. https://github.com/Fosowl/agenticSeek AgenticSeek: Private, Local Manus Alternative. English | 中文 | 繁體中文 | Français | 日本語 | Port
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posted @ 2025-06-30 18:05
lightsong
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Suna - Open Source Generalist AI Agent https://github.com/kortix-ai/suna https://github.com/fanqingsong/suna Suna - Open Source Generalist AI Agent (t
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posted @ 2025-06-29 00:18
lightsong
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Difference between Serving Techniques: BentoML and Seldon CoreBentoML 和 Seldon Core 之间的服务技术差异 https://yadnyesh.medium.com/difference-between-serving-t
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posted @ 2025-06-22 22:09
lightsong
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langroid https://github.com/langroid/langroid?tab=readme-ov-file Documentation · Examples Repo · Discord · Contributing Langroid is an intuitive, ligh
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posted @ 2025-06-22 22:04
lightsong
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BentoML https://github.com/bentoml/BentoML?tab=readme-ov-file The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LL
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posted @ 2025-06-22 21:48
lightsong
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SentenceTransformers https://www.sbert.net/ Sentence Transformers (a.k.a. SBERT) is the go-to Python module for accessing, using, and training state-o
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posted @ 2025-06-22 21:34
lightsong
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private-gpt https://github.com/zylon-ai/private-gpt?tab=readme-ov-file PrivateGPT PrivateGPT is a production-ready AI project that allows you to ask q
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posted @ 2025-06-22 21:04
lightsong
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Quivr https://github.com/QuivrHQ/quivr?tab=readme-ov-file Quivr - Your Second Brain, Empowered by Generative AI Quivr, helps you build your second bra
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posted @ 2025-06-22 20:48
lightsong
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Shandu Built On LangChain https://cobusgreyling.medium.com/shandu-built-on-langchain-85b8f61e54f9 Search 2.0 Shandu is a powerful open-source AI resea
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posted @ 2025-06-22 20:15
lightsong
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Shandu https://github.com/jolovicdev/shandu Shandu 2.0: Advanced AI Research System with Robust Report Generation Shandu is a cutting-edge AI research
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posted @ 2025-06-22 19:21
lightsong
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node-DeepResearch https://github.com/jina-ai/node-DeepResearch Keep searching, reading webpages, reasoning until an answer is found (or the token budg
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posted @ 2025-06-22 17:40
lightsong
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@https://github.com/unclecode/crawl4ai 这个项目的开源协议友好，请问这个项目可以爬取需要登录的页面吗？如果页面中嵌套pdf文件，也可以爬取下来吗？ 根据 [Crawl4AI 项目](https://github.com/unclecode/crawl4ai) 的
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posted @ 2025-06-22 17:15
lightsong
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@https://github.com/mendableai/firecrawl 这个项目，我可以私有化部署吗？协议是AGPL的，有什么限制？ 根据 [Firecrawl 项目](https://github.com/mendableai/firecrawl) 的信息，我来为您分析私有化部署的可能性
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posted @ 2025-06-22 17:03
lightsong
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smolagents https://github.com/huggingface/smolagents https://huggingface.co/docs/smolagents/index Agents that think in code! smolagents is a library t
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posted @ 2025-06-22 16:19
lightsong
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