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Dify Agent vs Dify Workflow：一文看懂两种 AI 执行机制的差异与选型建议 https://www.zedyer.com/iot-knowledge/dify-agent-vs-dify-workflow/ 面向开发者与技术产品团队的实用指南：深入理解 Dify 中两种核心 阅读全文
posted @ 2025-06-13 22:46
lightsong
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gpt-researcher https://github.com/assafelovic/gpt-researcher LLM based autonomous agent that conducts deep local and web research on any topic and gen 阅读全文
posted @ 2025-06-09 21:36
lightsong
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Open Deep Research https://github.com/langchain-ai/open_deep_research Open Deep Research is an experimental, fully open-source research assistant that 阅读全文
posted @ 2025-06-09 20:56
lightsong
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deep-searcher Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python. https://github.com/zilliztech/deep-search 阅读全文
posted @ 2025-06-09 20:42
lightsong
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Gemini Fullstack LangGraph Quickstart https://github.com/google-gemini/gemini-fullstack-langgraph-quickstart This project demonstrates a fullstack app 阅读全文
posted @ 2025-06-09 19:58
lightsong
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Authorization 为什么要有auth code https://www.cnblogs.com/blowing00/p/4524412.html 四大方式 https://www.ruanyifeng.com/blog/2019/04/oauth-grant-types.html 对于第一 阅读全文
posted @ 2025-06-04 15:06
lightsong
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host.docker.internal https://zhuanlan.zhihu.com/p/444263754 docker compose 里面的容器怎么访问主机自身起的服务呢？ 20.10.0 版本在 linux 新增 host.docker.internal 支持： docker ru 阅读全文
posted @ 2025-06-02 22:42
lightsong
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ResearchSphere: End-to-End Document Research https://github.com/SaiPranaviJeedigunta/Multi-Agent-RAG-Application/tree/main Objective Build an end-to-e 阅读全文
posted @ 2025-05-26 15:57
lightsong
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multi-agent-RAG-pipeline https://github.com/Abs-cv/multi-agent-RAG-pipeline/tree/main multi-agent-RAG.ipynb Framework Using LangGraph # Multi-Agent Co 阅读全文
posted @ 2025-05-20 22:48
lightsong
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微软身份平台和 OAuth 2.0 授权代码流 https://learn.microsoft.com/zh-cn/entra/identity-platform/v2-oauth2-auth-code-flow https://learn.microsoft.com/en-us/entra/msa 阅读全文
posted @ 2025-05-20 09:58
lightsong
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Building an AI-Powered Registration System with LangGraph, FastAPI, and React https://medium.com/@phurlocker/building-an-ai-powered-registration-syste 阅读全文
posted @ 2025-05-11 19:13
lightsong
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pandas_rag_langgraph https://github.com/vbarda/pandas-rag-langgraph/blob/main/pandas_rag_langgraph/agent.py import re from typing import Annotated, It 阅读全文
posted @ 2025-04-28 23:01
lightsong
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【FastAPI】实现服务器向客户端发送SSE（Server-Sent Events）广播 https://blog.csdn.net/h1773655323/article/details/142254031 from fastapi import FastAPI, Request from fa 阅读全文
posted @ 2025-04-28 22:15
lightsong
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typing.Annotated https://docs.python.org/3/library/typing.html Special typing form to add context-specific metadata to an annotation. Add metadata x t 阅读全文
posted @ 2025-04-28 10:19
lightsong
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fastapi-azure-auth https://github.com/intility/fastapi-azure-auth At Intility we use FastAPI for both internal (single-tenant) and customer-facing (mu 阅读全文
posted @ 2025-04-27 23:29
lightsong
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LLM ROUTER https://github.com/johnsosoka/langgraph-model-router/tree/main from langgraph.graph import START, END, StateGraph from workflow.nodes impor 阅读全文
posted @ 2025-04-20 20:56
lightsong
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https://github.com/bekingcn/langgraph_swarm LangGraph Swarm The LangGraph Swarm is a alternative implementation to the OpenAI's Swarm framework with l 阅读全文
posted @ 2025-04-20 20:16
lightsong
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[Langgraph] Remove a message from the graph state https://github.com/langchain-ai/langchain/discussions/22632 def function_node2(state): updated_messa 阅读全文
posted @ 2025-04-20 16:30
lightsong
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docling vs markitdown 以下是 Docling 和 MarkItDown 两款文档转换工具的详细对比，基于功能、技术架构、适用场景等方面的综合分析： 1. 核心定位 Docling 由 IBM 开发，专注于 文档解析与结构化输出，强调与 AI 生态（如 LangChain、Lla 阅读全文
posted @ 2025-04-16 22:00
lightsong
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langgraph应用可以使用langserve部署吗 是的，LangGraph 应用可以通过 LangServe 部署！ 如何部署 LangGraph 应用？ 将 LangGraph 工作流封装为 RunnableLangGraph 的 Graph 或 StateGraph 可以编译为一个 Run 阅读全文
posted @ 2025-04-14 22:34
lightsong
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Introducing ambient agents https://blog.langchain.dev/introducing-ambient-agents/ https://github.com/fanqingsong/executive-ai-assistant What is an amb 阅读全文
posted @ 2025-04-13 17:26
lightsong
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langgraph支持多用户并发吗？ 是的，LangGraph 支持多用户并发，但其并发能力的具体表现取决于 运行时环境 和 底层架构设计。以下是关键点分析： 1. LangGraph 的并发机制 基于状态机的异步处理：LangGraph 的核心是通过异步状态机（StateGraph）管理任务流，理 阅读全文
posted @ 2025-04-13 16:03
lightsong
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langgraph-email-automation https://github.com/fanqingsong/langgraph-email-automation Customer Support Email Automation with AI Agents and RAG 📩 FULL 阅读全文
posted @ 2025-04-13 15:56
lightsong
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Long-Term Agentic Memory with LangGraph https://saptak.in/writing/2025/03/23/mastering-long-term-agentic-memory-with-langgraph Imagine having a person 阅读全文
posted @ 2025-04-13 11:18
lightsong
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Long-Term Memory in AI Agents: A Structured Approach with LangMem https://medium.com/the-ai-forum/long-term-memory-in-ai-agents-a-structured-approach- 阅读全文
posted @ 2025-04-13 11:08
lightsong
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A Long-Term Memory Agent https://python.langchain.com/docs/versions/migrating_memory/long_term_memory_agent/ This tutorial shows how to implement an a 阅读全文
posted @ 2025-04-13 10:54
lightsong
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LangMem https://blog.langchain.dev/langmem-sdk-launch/ On memory and adaptive agents Agents use memory to learn, but the way their memories are formed 阅读全文
posted @ 2025-04-13 10:42
lightsong
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fastapi-file-management-service https://github.com/hanieas/fastapi-file-management-service Table of Contents Introduction Technology Stack and Feature 阅读全文
posted @ 2025-04-11 22:43
lightsong
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LLMCompiler https://langchain-ai.github.io/langgraph/tutorials/llm-compiler/LLMCompiler/ LLMCompiler is an agent architecture designed to speed up the 阅读全文
posted @ 2025-04-10 21:24
lightsong
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Filebrowser https://github.com/fanqingsong/filebrowser Dropbox-like file manager, that can be set up on any server. Demo 其它推荐 1. 轻量级/快速部署 FileBrowser 阅读全文
posted @ 2025-04-10 20:46
lightsong
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Agentic RAG https://langchain-ai.github.io/langgraph/tutorials/rag/langgraph_agentic_rag/ Retrieval Agents are useful when we want to make decisions a 阅读全文
posted @ 2025-04-09 23:03
lightsong
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How to implement Generative User Interfaces with LangGraph https://langchain-ai.github.io/langgraph/cloud/how-tos/generative_ui_react/ Generative user 阅读全文
posted @ 2025-04-08 23:49
lightsong
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Human-in-the-loop https://langchain-ai.github.io/langgraph/concepts/v0-human-in-the-loop/ Human-in-the-loop (or "on-the-loop") enhances agent capabili 阅读全文
posted @ 2025-04-08 23:39
lightsong
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AI Agent Service Toolkit https://github.com/fanqingsong/agent-service-toolkit A full toolkit for running an AI agent service built with LangGraph, Fas 阅读全文
posted @ 2025-04-08 23:20
lightsong
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Making it easier to build human-in-the-loop agents with interrupt https://blog.langchain.dev/making-it-easier-to-build-human-in-the-loop-agents-with-i 阅读全文
posted @ 2025-04-08 23:16
lightsong
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Workflows and Agents https://langchain-ai.github.io/langgraph/tutorials/workflows/ This guide reviews common patterns for agentic systems. In describi 阅读全文
posted @ 2025-04-08 21:06
lightsong
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langgraph-supervisor https://github.com/langchain-ai/langgraph-supervisor-py LangGraph Multi-Agent Supervisor A Python library for creating hierarchic 阅读全文
posted @ 2025-04-07 20:16
lightsong
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LangGraph Platform https://langchain-ai.github.io/langgraph/concepts/template_applications/ Template Applications¶ Templates are open source reference 阅读全文
posted @ 2025-04-07 00:25
lightsong
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music_store_assistant_langGraph https://github.com/fanqingsong/music_store_assistant_langGraph This is a demo of a online music store assistant based 阅读全文
posted @ 2025-04-06 14:00
lightsong
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Build a Customer Support Bot https://langchain-ai.github.io/langgraph/tutorials/customer-support/customer-support/ Customer support bots can free up t 阅读全文
posted @ 2025-04-04 20:37
lightsong
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