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ChatPilot: Chat Agent Web UI，实现Chat对话前端，支持Google搜索、文件网址对话（RAG）、代码解释器功能，复现了Kimi Chat(文件，拖进来；网址，发出来)。

ChatGPT WebUI using gradio. 给 LLM 对话和检索知识问答RAG提供一个简单好用的Web UI界面

Agentica: Lightweight async-first Python framework for AI agents. 轻量级异步优先的AI Agent框架，支持工具调用、RAG、多智能体和MCP。 Topics: actionflow, agent, agentica, agents, langchain, llm, multi-agent, workflows.

A 300-line Python tool to automatically optimize prompts using labeled data. 基于标注数据，自动优化 LLM Prompt 的轻量级工具 Topics: evolve, prompt-engineering, prompt-optimizer.

Daily in-depth Chinese analyses of frontier AI research papers, including topics such as LLMs, agents, RAG, and RL. 每天深度解读AI相关论文

Python implementation of AI-powered research assistant that performs iterative, deep research on any topic by combining search engines, web scraping, and large language models.

Learn from Experience skill 是让 Agent 从经验中学习 -- 纠正过的错误不再重犯，好的方法自动沉淀，越用越懂你。原理是基于你跟Agent交互中的经验(踩坑、纠正、好方法)记下来、整理好、用起来，不再随会话结束而消失。

Lightweight macOS menu-bar app for voice input. Hold Fn → speak → release. Built from a single prompt. | 轻量 macOS 语音输入工具，按住Fn说话松开即输入，一句Prompt生成整个项目

graphrag-lite, Lightweight GraphRAG implementation with openai API and knowledge traceability.

agentica gateway service, use Lark(feishu) or WeCom control your own personal AI assistant. 使用飞书或者企微控制你的个人AI智能体。

LLM-wiki: drop in papers/articles/notes, get a structured, interlinked, searchable wiki knowledge base. LLM-wiki：扔论文、丢笔记，自动生成交互链接、可搜索的个人wiki知识库。