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03 2025 档案

FastAPI+CrewAI+MySQL+Celery实现AI Agent复杂工作流
摘要：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 阅读全文
posted @ 2025-03-15 19:00 lightsong 阅读(288) 评论(0) 推荐(0)
PydanticAI --- vanna alternative
摘要：PydanticAITest https://www.bilibili.com/video/BV136CBYGErg/?spm_id_from=333.337.search-card.all.click&vd_source=41b9bfb5ef0a4175a4cb4170a475f680 https 阅读全文
posted @ 2025-03-15 18:49 lightsong 阅读(115) 评论(0) 推荐(0)
MCPTest
摘要：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 阅读全文
posted @ 2025-03-15 18:17 lightsong 阅读(123) 评论(0) 推荐(0)
docker mirror in china
摘要：Docker mirror: ubuntu@mlops:~/dify-1.0.1/docker$ cat /etc/docker/daemon.json { "registry-mirrors": [ "https://docker.zhai.cm", "https://a.ussh.net", " 阅读全文
posted @ 2025-03-15 10:04 lightsong 阅读(45) 评论(0) 推荐(0)
Prefect workflow --- outperform airflow by creating flow in python host process
摘要：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 阅读全文
posted @ 2025-03-12 21:53 lightsong 阅读(27) 评论(0) 推荐(0)
VANNA -- A demo of Vanna.AI using OpenAI LLM, Chroma DB and PostgreSQL
摘要：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 阅读全文
posted @ 2025-03-12 09:26 lightsong 阅读(103) 评论(0) 推荐(0)
VANNA -- Vanna AI Demo App with Qdrant and OpenRouter
摘要：Vanna AI Demo App with Qdrant and OpenRouter https://github.com/fanqingsong/vanna-qdrant-openrouter-demo-app A Flask-based web application that demons 阅读全文
posted @ 2025-03-12 09:16 lightsong 阅读(194) 评论(0) 推荐(0)
VANNA -- Demo of OpenAI Assistants API with data in SQL Server and code_interpreter visualizations
摘要：Demo of OpenAI Assistants API with data in SQL Server and code_interpreter visualizations https://github.com/fanqingsong/survey-data-assistant High Le 阅读全文
posted @ 2025-03-12 09:10 lightsong 阅读(100) 评论(0) 推荐(0)
Freemium ， 天生为互联网而生的模式
摘要：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 阅读全文
posted @ 2025-03-10 10:16 lightsong 阅读(90) 评论(0) 推荐(0)
sqlalchemy_cruder
摘要：sqlalchemy_cruder https://github.com/fanqingsong/sqlalchemy_cruder core implementation from typing import Any, Dict, Generic, List, Optional, Type, Ty 阅读全文
posted @ 2025-03-09 20:19 lightsong 阅读(31) 评论(0) 推荐(0)
5 prompt frameworks to level up your prompts RTF, RISEN, RODES, Chain of thought and Chain of density
摘要：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 阅读全文
posted @ 2025-03-08 20:00 lightsong 阅读(64) 评论(0) 推荐(0)
动态工作流创建和触发可编程方式
摘要：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 阅读全文
posted @ 2025-03-07 22:22 lightsong 阅读(116) 评论(0) 推荐(0)
Deploy Machine Learning Models with Keras, FastAPI, Redis and Docker --- the alternative solution --- fastapi + redis + celery + flower 处理后台耗费时间的后台任务
摘要：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 阅读全文
posted @ 2025-03-07 22:13 lightsong 阅读(71) 评论(0) 推荐(0)
Introducing the Model Context Protocol
摘要：Introducing the Model Context Protocol https://www.anthropic.com/news/model-context-protocol Today, we're open-sourcing the Model Context Protocol (MC 阅读全文
posted @ 2025-03-06 10:47 lightsong 阅读(327) 评论(0) 推荐(0)

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