摘要：
Migrate to the Responses API https://platform.openai.com/docs/guides/migrate-to-responses Chat Completions API from openai import OpenAI client = Open
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posted @ 2025-11-05 10:59
lightsong
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Agent Communication Protocol (ACP) https://www.ibm.com/think/topics/agent-communication-protocol Agent Communication Protocol (ACP) is an open standar
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posted @ 2025-11-05 10:37
lightsong
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Agora: language?to?protocol gateway. https://agoraprotocol.org/docs/getting-started There are two ways to use Agora: as a sender agent (i.e. a client)
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posted @ 2025-11-05 10:01
lightsong
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Agent Network ProtocolThe HTTP of the Agentic Web Era https://agent-network-protocol.com/ https://github.com/agent-network-protocol/AgentNetworkProtoc
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posted @ 2025-11-05 09:31
lightsong
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claude_code_clone https://github.com/fanqingsong/claude_code_clone Claude-Code-Clone — LangGraph CLI Coding agent A compact, runnable Python project t
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posted @ 2025-11-02 22:52
lightsong
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LLaMA-Factory Used by Amazon, NVIDIA, Aliyun, etc. Supporters ?? Warp, the agentic terminal for developersAvailable for MacOS, Linux, & Windows Easily
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posted @ 2025-11-02 20:59
lightsong
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langgraph-reflexion https://github.com/fanqingsong/langgraph-reflexion/tree/main Implementation of a sophisticated Reflexion agent using LangGraph and
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posted @ 2025-11-02 14:56
lightsong
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langgraph-reflection https://github.com/fanqingsong/langgraph-reflection DescriptionArchitecture This reflection agent uses two subagents:- A "main" a
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posted @ 2025-11-01 23:58
lightsong
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Causal Language Models in NLP https://www.geeksforgeeks.org/nlp/causal-language-models-in-nlp/ Causal language models are a type of machine learning m
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posted @ 2025-10-29 23:09
lightsong
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Transformers https://huggingface.co/docs/transformers/main/index Transformers acts as the model-definition framework for state-of-the-art machine lear
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posted @ 2025-10-29 15:21
lightsong
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agents-from-scratch https://github.com/fanqingsong/agents-from-scratch Agents From Scratch The repo is a guide to building agents from scratch. It bui
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posted @ 2025-10-27 09:46
lightsong
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How to Build an Agent https://www.bilibili.com/video/BV1G2uSzqErU/?spm_id_from=333.788.videopod.sections&vd_source=57e261300f39bf692de396b55bf8c41b ht
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posted @ 2025-10-25 22:41
lightsong
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Sentence Transformers https://www.sbert.net/ https://github.com/huggingface/sentence-transformers SentenceTransformers Documentation? Sentence Transfo
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posted @ 2025-10-24 22:58
lightsong
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Reflexion: Language Agents with Verbal Reinforcement Learning https://arxiv.org/pdf/2303.11366 https://github.com/noahshinn024/reflexion https://zhuan
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posted @ 2025-10-19 23:04
lightsong
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Agentic-Design-Patterns https://assets.jimmysong.io/books/agentic-design-patterns-zh-20251011.pdf https://agent-patterns.readthedocs.io/en/latest/inde
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posted @ 2025-10-19 15:15
lightsong
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Context Engineering https://www.bilibili.com/video/BV1w3GNzeEHb/?spm_id_from=333.788.videopod.sections&vd_source=57e261300f39bf692de396b55bf8c41b http
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posted @ 2025-10-19 12:12
lightsong
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https://zhuanlan.zhihu.com/p/18413217342 AI Agent Memory 的核心概念其實很簡單：它是為了讓 AI 能夠更聰明地規劃和反應，通過記住過去的交互或處理那些當下無法立即獲取的數據。在 LLM （大型語言模型）的背景下，Memory 通常通過 prom
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posted @ 2025-10-11 16:34
lightsong
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A2A https://github.com/a2aproject/A2A Agent2Agent (A2A) Protocol An open protocol enabling communication and interoperability between opaque agentic a
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posted @ 2025-10-07 22:37
lightsong
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Top 5 MCP Gateways of 2025 https://www.truefoundry.com/blog/best-mcp-gateways Real-world deployment data reveals significant differences between marke
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posted @ 2025-10-07 16:35
lightsong
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deep-agents https://docs.langchain.com/labs/deep-agents/overview https://www.bilibili.com/video/BV1ZFYozsEat?spm_id_from=333.788.videopod.sections&vd_
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posted @ 2025-10-06 18:54
lightsong
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assistant-ui. https://langgraph.com.cn/cloud/how-tos/use_stream_react/index.html useStream() React hook 提供了一種將 LangGraph 無縫集成到 React 應用程序中的方式。它處理了流式傳輸
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posted @ 2025-10-06 12:06
lightsong
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chatjs.langchain https://chatjs.langchain.com/ https://github.com/langchain-ai/chat-langchain Chat LangChain This repo is an implementation of a chatb
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posted @ 2025-10-06 11:29
lightsong
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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 微服務架構 這是一個基于 LangGraph 的微服務架構項目，包含智能體服務和前端對話界面兩個獨立的微服務。 項目結構 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 智能任務管理器 基于 LangGraph 和 React 的智能任務管理應用，支持傳統手動管理和 AI 對話式管理兩種方式。 ? 功能特性 🎯 雙
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posted @ 2025-09-25 22:04
lightsong
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Temporal和Airflow有什么差別 Temporal 和 Apache Airflow 是兩種主流的工作流編排工具，但它們在設計理念、核心優勢和適用場景上有著顯著的不同。下面通過一個表格快速梳理它們的核心差異，然后我會進一步解釋這些差異背后的含義。 對比維度 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 的發展非常迅速，除了經典的 ReAct 模式，還涌現出了許多其他設計范式，它們各自針對不同的任務特點和優化目標。 下面是一個表格，匯總了這些主要的 Agent 范式及其核心思想和典型應用場景： 范式名稱 核心思想 典型應用場景 ??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（作為 Docker Desktop 的一部分）引入的功能，它能夠??實現主機和容器之間的文件變更自動同步??，并在文件修改時??自動重
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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 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Crawl4AI turns the w
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posted @ 2025-08-24 20:10
lightsong
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網頁爬行在英文中有兩個詞語表達，一個是 crawl，另外一個是scrape，結合英文的本來的意思解釋這兩個爬行有什么差別？ 好的，這是一個非常經典的問題。在英文中，crawl和 scrape雖然經常在數據獲取的語境下一起出現，但它們的核心含義和在技術上的分工截然不同。 簡單來說： ??Crawl（爬
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posted @ 2025-08-24 19:38
lightsong
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同一個dockerfile，支持dev，prod兩套target，對應兩套環境 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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