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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
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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
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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
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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
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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
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posted @ 2025-04-08 21:06
lightsong
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Multi-agent network https://langchain-ai.github.io/langgraph/tutorials/multi_agent/multi-agent-collaboration/ A single agent can usually operate effec
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posted @ 2025-04-07 22:11
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
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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
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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
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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
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posted @ 2025-04-04 20:37
lightsong
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Prompt Generation from User Requirements In this example we will create a chat bot that helps a user generate a prompt. It will first collect requirem
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posted @ 2025-04-02 22:00
lightsong
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FastAPI+CrewAI+MySQL+Celery实现AI Agent复杂工作流 https://github.com/fanqingsong/CrewAIFlowsFullStack 本项目主要实现使用FastAPI后端框架+CrewAI实现AI Agent复杂工作流。代码实现CrewAI的F
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posted @ 2025-03-15 19:00
lightsong
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PydanticAITest https://www.bilibili.com/video/BV136CBYGErg/?spm_id_from=333.337.search-card.all.click&vd_source=41b9bfb5ef0a4175a4cb4170a475f680 https
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posted @ 2025-03-15 18:49
lightsong
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MCPTest https://github.com/fanqingsong/MCPTest MCP功能测试,编写LLM(支持OpenAI接口风格的大模型)应用程序调用MCP。MCP(模型上下文协议)是Claude开源的一种开放协议，可实现LLM应用程序与外部数据源和工具之间的无缝集成。 本期系列相
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posted @ 2025-03-15 18:17
lightsong
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Docker mirror: ubuntu@mlops:~/dify-1.0.1/docker$ cat /etc/docker/daemon.json { "registry-mirrors": [ "https://docker.zhai.cm", "https://a.ussh.net", "
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posted @ 2025-03-15 10:04
lightsong
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Prefect workflow https://docs.prefect.io/v3/get-started/quickstart Convert a Python script into your first Prefect workflow Prefect makes it easy to d
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posted @ 2025-03-12 21:53
lightsong
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A demo of Vanna.AI using OpenAI LLM, Chroma DB and PostgreSQL https://github.com/fanqingsong/vanna-ai-demo VANNA.AI DEMO A demo of Vanna.AI using Open
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posted @ 2025-03-12 09:26
lightsong
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Vanna AI Demo App with Qdrant and OpenRouter https://github.com/fanqingsong/vanna-qdrant-openrouter-demo-app A Flask-based web application that demons
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posted @ 2025-03-12 09:16
lightsong
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Demo of OpenAI Assistants API with data in SQL Server and code_interpreter visualizations https://github.com/fanqingsong/survey-data-assistant High Le
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posted @ 2025-03-12 09:10
lightsong
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https://xueqiu.com/9243752894/58245811 https://zhuanlan.zhihu.com/p/48535849 导读：在决定你的商业模式时，你是选择免费试用模式(Free Trial)还是免费增值模式(Freemium)？ 毫无疑问，在免费试用(Free T
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posted @ 2025-03-10 10:16
lightsong
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sqlalchemy_cruder https://github.com/fanqingsong/sqlalchemy_cruder core implementation from typing import Any, Dict, Generic, List, Optional, Type, Ty
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posted @ 2025-03-09 20:19
lightsong
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5 prompt frameworks to level up your prompts RTF, RISEN, RODES, Chain of thought and Chain of density https://www.thepromptwarrior.com/p/5-prompt-fram
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posted @ 2025-03-08 20:00
lightsong
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airflow动态创建并发布的work around方法 ## Trae AI使用了 1 个参考是的，Airflow 允许在 Python 脚本中定义 DAG，并且可以通过运行 Python 脚本来实现 DAG 的“发布”，不过严格来说，这里的“发布”指的是让 Airflow 识别到这个新的 DAG
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posted @ 2025-03-07 22:22
lightsong
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Deploy Machine Learning Models with Keras, FastAPI, Redis and Docker https://www.cnblogs.com/lightsong/p/18731396 本例子中作者实现了通过redis做任务队列的功能， 异步消息协同是由作者
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posted @ 2025-03-07 22:13
lightsong
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Introducing the Model Context Protocol https://www.anthropic.com/news/model-context-protocol Today, we're open-sourcing the Model Context Protocol (MC
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posted @ 2025-03-06 10:47
lightsong
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https://hellowac.github.io/uv-zh-cn/getting-started/features/#venv-virtualenv 功能概览 uv 提供了丰富的功能，涵盖了从安装 Python 和运行简单脚本，到支持多 Python 版本和多平台的大型项目开发的各个方面。 u
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posted @ 2025-02-25 15:55
lightsong
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langchain-rag https://github.com/fanqingsong/langchain-rag from dotenv import load_dotenv import os, time load_dotenv() print(" SILICONFLOWAI_API_KEY
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posted @ 2025-02-25 09:33
lightsong
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RAG From Scratch https://github.com/langchain-ai/rag-from-scratch LLMs are trained on a large but fixed corpus of data, limiting their ability to reas
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posted @ 2025-02-25 09:08
lightsong
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ragas https://docs.ragas.io/en/latest/ Ragas is a library that provides tools to supercharge the evaluation of Large Language Model (LLM) applications
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posted @ 2025-02-23 21:09
lightsong
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List of top LLM Observability Tools https://drdroid.io/engineering-tools/list-of-top-llm-observability-tools Introduction Observability refers to the
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posted @ 2025-02-23 20:27
lightsong
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LLM Observability Tools: 2025 Comparison https://lakefs.io/blog/llm-observability-tools/ As OpenAI unveiled ChatGPT, which swiftly explained difficult
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posted @ 2025-02-23 20:17
lightsong
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Top 15 LLMOps Tools for Building AI Applications in 2025 https://www.datacamp.com/blog/llmops-tools We have moved past making large language models (L
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posted @ 2025-02-23 19:47
lightsong
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RAG-Raptor-RE-Ranker-demo https://github.com/BlueBash/RAG-Raptor-RE-Ranker-demo The method of re-ranking involves a two-stage retrieval system, with r
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posted @ 2025-02-23 17:16
lightsong
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LLM Evaluation: Metrics, Methodologies, Best Practices https://www.datacamp.com/blog/llm-evaluation Key Metrics for LLM Evaluation Evaluating LLMs req
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posted @ 2025-02-23 16:56
lightsong
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Langchain-Evaluation Framework https://medium.com/@rahulpant.me/langchain-evaluation-framework-8ac1a95c9050 In this blog, we will look at how Langchai
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posted @ 2025-02-23 16:39
lightsong
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LangChain: LLM App Evaluation https://dev.to/rutamstwt/langchain-llm-app-evaluation-3m2l As language models (LLMs) continue to advance, their applicat
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posted @ 2025-02-23 16:28
lightsong
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Deploy Machine Learning Models with Keras, FastAPI, Redis and Docker https://github.com/shanesoh/deploy-ml-fastapi-redis-docker webserver """ Web serv
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posted @ 2025-02-22 21:04
lightsong
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Deploy Machine Learning Models with Keras, FastAPI, Redis and Docker https://medium.com/analytics-vidhya/deploy-machine-learning-models-with-keras-fas
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posted @ 2025-02-22 20:48
lightsong
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Deploying a Docker Stack to Docker Swarm https://quileswest.medium.com/deploying-a-docker-stack-to-docker-swarm-b2f9cc80f145 This lab we will create a
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posted @ 2025-02-22 20:35
lightsong
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Implementing FastAPI Services – Abstraction and Separation of Concerns This article introduces an approach to structure FastAPI applications with mult
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posted @ 2025-02-22 19:14
lightsong
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