Pull fresh Unsplash wallpapers and rotate them on GNOME automatically with a Python script plus a systemd service and timer.

点击上方“Deephub Imba”,关注公众号,好文章不错过 !本文会带你从零搭建一个完整的概念验证项目（POC），技术栈涵盖 Adaptive RAG、LangGraph、FastAPI 和 Streamlit 四个核心组件。Adaptive RAG 负责根据查询复杂度自动调整检索策略；LangGraph 把多步 LLM 推理组织成有状态的可靠工作流；FastAPI 作为高性能后端暴露整条..

Many teams are approaching agentic AI with a mixture of interest and unease. Senior leaders see clear potential for efficiency and scale. Builders see an opportunity to remove friction from repetitive ...

The AI Operations Assistant is a multi-agent system that accepts a natural-language task, plans steps, calls tools (APIs), and returns a structured result. It demonstrates agent-based reasoning, LLM ...

点击上方“Deephub Imba”,关注公众号,好文章不错过 !ChatGPT 发布之后，AI 智能体的概念就一直牵动着整个行业的想象力。它描绘的场景很诱人：给 AI ...

A fully local Retrieval-Augmented Generation (RAG) system that makes OpenAPI specifications searchable using natural language. This system ingests OpenAPI JSON files, creates vector embeddings, and ...