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https://assets.jimmysong.io/books/ai-native-software-delivery-en.pdf 《AI-Native Software Delivery》是O'Reilly Media于2025年出版的一本实用指南，由Nick Durkin、Eric Min 阅读全文
posted @ 2025-12-27 11:10
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 阅读全文
posted @ 2025-10-19 15:15
lightsong
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PI https://www.mathsisfun.com/numbers/pi.html Draw a circle with a diameter (all the way across the circle) of 1 Then the circumference (all the way a 阅读全文
posted @ 2021-08-01 22:14
lightsong
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事件驱动型 此工作流实际上产生于事件驱动软件架构， 将软件系统切分为若干独立运行的子系统（进程）， 每个子系统同时具有发送和接受事件消息的能力。 工作流定义依赖各个子系统发送和接受事件的定义， 分散在各个子系统中。 对于工作流管理流管理 优点： 松散耦合，扩展性好。 缺点： 工作流的总体拓扑没有总体 阅读全文
posted @ 2020-10-22 15:16
lightsong
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Apache Airflow https://airflow.apache.org/ Airflow is a platform created by the community to programmatically author, schedule and monitor workflows. 阅读全文
posted @ 2020-10-20 16:20
lightsong
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DASK https://github.com/dask/dask https://dask.org/ DASK提供并行计算和任务调度能力。 集成和很多数据科学工具。 堪称数据科学家的SPARK. Dask provides advanced parallelism for analytics, e 阅读全文
posted @ 2020-10-16 14:27
lightsong
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DAGSTER https://github.com/dagster-io/dagster Dagster is a data orchestrator for machine learning, analytics, and ETL dagster是一种数据编排工具，为了机器学习，数据分析 和 E 阅读全文
posted @ 2020-10-11 00:34
lightsong
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Scalability https://www.reactivemanifesto.org/glossary#Scalability 伸缩性： 一种系统的能力，通过增加更多的计算资源来增加性能（吞吐量）。 The ability of a system to make use of more com 阅读全文
posted @ 2019-11-11 23:55
lightsong
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持续集成 https://en.wikipedia.org/wiki/Continuous_integration 为什么要持续? 持续集成， 可以避免集成地狱（由于工作的源码 和 库中的源码的差异导致）， 提倡提前集成，并且经常集成。 在集成到主分支之前， 在CI服务器上做一次完整的构建 和 运行 阅读全文
posted @ 2017-04-03 08:50
lightsong
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有限状态机 http://www.ibm.com/developerworks/cn/linux/l-fsmachine/index.html 有限状态机是一种用来进行对象行为建模的工具，其作用主要是描述对象在它的生命周期内所经历的状态序列，以及如何响应来自外界的各种事件。在面向对象的软件系统中，一 阅读全文
posted @ 2015-09-20 22:36
lightsong
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Building Generative AI Services with FastAPI https://github.com/Ali-Parandeh/building-generative-ai-services/tree/main 💻 Installation Make sure you a 阅读全文
posted @ 2026-01-08 23:19
lightsong
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https://docs.langchain.com/oss/python/deepagents/overview Build agents that can plan, use subagents, and leverage file systems for complex tasks deepa 阅读全文
posted @ 2025-12-28 20:44
lightsong
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https://docs.pingcode.com/baike/2050615 https://github.com/fanqingsong/full-stack-fastapi-template 动态表单数据库的设计需要考虑灵活性、扩展性、数据一致性、性能等多个方面。通过设计一套完善的动态表单数据 阅读全文
posted @ 2025-11-30 22:45
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ClickHouse® is a real-time analytics database management system https://github.com/ClickHouse/ClickHouse https://clickhouse.com/ https://clickhouse.co 阅读全文
posted @ 2025-11-30 14:27
lightsong
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GRAPH RAG https://github.com/fanqingsong/graphrag/blob/main/docs/GRAPH_RAG_EXPLAINED.md 实际应用示例 场景设置 假设你上传了三个文档： 文档1：Microsoft投资新闻 Microsoft宣布向OpenAI投资 阅读全文
posted @ 2025-11-23 16:38
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数仓建模——维度表详细讲解 https://www.woshipm.com/data-analysis/5788960.html 一、维度表是什么 维度表是一种数据建模技术，用于存储与数据中心的各个业务领域相关的维度信息。它通常用于构建数据仓库、数据集市等决策支持系统，以便进行多维数据分析和报告。 阅读全文
posted @ 2025-11-22 22:46
lightsong
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https://www.bilibili.com/video/BV1GaRKYmEsD/?spm_id_from=333.788.player.switch&vd_source=57e261300f39bf692de396b55bf8c41b 阅读全文
posted @ 2025-11-22 11:51
lightsong
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The 5W2H Problem-Solving Method https://www.msicertified.com/wp-content/uploads/2024/02/The-5W2H-Problem-Solving-Method.pdf 阅读全文
posted @ 2025-11-21 21:57
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前端如何直接上传文件夹 https://juejin.cn/post/7292323606875553843 <input type="file" id="file" :multiple="multiple" :accept="accept" :webkitdirectory="uploadFold 阅读全文
posted @ 2025-11-21 08:55
lightsong
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# 1. 完全停止所有Docker相关服务 sudo systemctl stop docker docker.socket containerd # 2. 重新加载systemd配置 sudo systemctl daemon-reload # 3. 清理可能残留的socket文件 sudo rm 阅读全文
posted @ 2025-11-18 10:21
lightsong
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Ducky - BPMN 工作流管理系统 https://github.com/fanqingsong/ducky/tree/main 一个基于 FastAPI 和 SpiffWorkflow 的 BPMN 2.0 工作流管理系统，提供完整的流程定义管理、实例执行和可视化功能。 功能特性 核心功能 阅读全文
posted @ 2025-11-16 14:01
lightsong
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supabase https://github.com/supabase/supabase Supabase Supabase is the Postgres development platform. We're building the features of Firebase using en 阅读全文
posted @ 2025-11-16 13:46
lightsong
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django-approval-workflow https://github.com/Codxi-Co/django-approval-workflow A powerful, flexible, and reusable Django package for implementing dynam 阅读全文
posted @ 2025-11-15 23:49
lightsong
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spiffworkflow https://spiffworkflow.readthedocs.io/en/latest/index.html SpiffWorkflow is a library that provides a flexible workflow execution environ 阅读全文
posted @ 2025-11-15 23:47
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fireworks https://github.com/materialsproject/fireworks FireWorks stores, executes, and manages calculation workflows. Website (including documentatio 阅读全文
posted @ 2025-11-15 23:12
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dspy https://github.com/stanfordnlp/dspy DSPy is the framework for programming—rather than prompting—language models. It allows you to iterate fast on 阅读全文
posted @ 2025-11-14 09:49
lightsong
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Plan-and-Execute Agents https://blog.langchain.com/planning-agents/ Over the past year, language model-powered agents and state machines have emerged 阅读全文
posted @ 2025-11-12 09:52
lightsong
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Migrate to the Responses API https://platform.openai.com/docs/guides/migrate-to-responses Chat Completions API from openai import OpenAI client = Open 阅读全文
posted @ 2025-11-05 10:59
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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 阅读全文
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) 阅读全文
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 阅读全文
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 阅读全文
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 阅读全文
posted @ 2025-11-02 20:59
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langgraph-reflexion https://github.com/fanqingsong/langgraph-reflexion/tree/main Implementation of a sophisticated Reflexion agent using LangGraph and 阅读全文
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 阅读全文
posted @ 2025-11-01 23:58
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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 阅读全文
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 阅读全文
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 阅读全文
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 阅读全文
posted @ 2025-10-25 22:41
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Sentence Transformers https://www.sbert.net/ https://github.com/huggingface/sentence-transformers SentenceTransformers Documentation Sentence Transfo 阅读全文
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 阅读全文
posted @ 2025-10-19 23:04
lightsong
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Context Engineering https://www.bilibili.com/video/BV1w3GNzeEHb/?spm_id_from=333.788.videopod.sections&vd_source=57e261300f39bf692de396b55bf8c41b http 阅读全文
posted @ 2025-10-19 12:12
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https://zhuanlan.zhihu.com/p/18413217342 AI Agent Memory 的核心概念其实很简单：它是为了让 AI 能够更聪明地规划和反应，通过记住过去的交互或处理那些当下无法立即获取的数据。在 LLM （大型语言模型）的背景下，Memory 通常通过 prom 阅读全文
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 阅读全文
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 阅读全文
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_ 阅读全文
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 提供了一种将 LangGraph 无缝集成到 React 应用程序中的方式。它处理了流式传输 阅读全文
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 阅读全文
posted @ 2025-10-06 11:29
lightsong
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