Building blocks for rapid development of GenAI applications 🐰 Ragbits Building blocks for rapid development of GenAI applications Homepage | Documentation | Contact Features 🔨 Build Reliable & Scalable GenAI Apps Swap LLMs anytime – Switch between 100+ LLMs via LiteLLM or run local models. Type-safe LLM calls – Use Python generics to enforce strict type safety in model interactions. Bring your own vector store – Connect to Qdrant, PgVector, and more with built-in support. Developer to…
Fine-tune LLMs for free with guided Notebooks on Google Colab, Kaggle, and more. 📒 Fine-tuning Notebooks Below are our notebooks for Google Colab categorized by model. You can view our Kaggle notebooks here.Use our guided notebooks to prep data, train, evaluate, and save your model. View our main GitHub repo here. Main Notebooks Model Type Notebook Link Qwen3 (14B) Conversational Qwen3-Base (4B) GRPO Gemma 3 (4B) Conversational Llama 3.2 (3B) Conversational Phi-4 (…
A cross-platform Markdown note-taking application dedicated to using AI to bridge recording and writing, organizing fragmented knowledge into a readable note. NoteGen English | 简体中文 | 日本語 Guide NoteGen is a cross-platform Markdown note-taking application dedicated to using AI to bridge recording and writing, organizing fragmented knowledge into a readable note. 🖥️ Official Document: https://notegen.top 💬 Join WeChat/QQ Group Why Choose NoteGen? Lightweight: Installation package is o…
The official Ruby SDK for the Model Context Protocol. Maintained in collaboration with Shopify.MCP Ruby SDK The official Ruby SDK for Model Context Protocol servers and clients. Installation Add this line to your application's Gemfile: gem 'mcp' And then execute: $ bundle install Or install it yourself as: $ gem install mcp MCP Server The MCP::Server class is the core component that handles JSON-RPC requests and responses. It implements the Model Context Protocol specification, h…
Build effective agents using Model Context Protocol and simple workflow patterns Build effective agents with Model Context Protocol using simple, composable patterns. Examples | Building Effective Agents | MCP Overview mcp-agent is a simple, composable framework to build agents using Model Context Protocol. Inspiration: Anthropic announced 2 foundational updates for AI application developers: Model Context Protocol - a standardized interface to let any software be acc…
Memory for AI Agents in 5 lines of code cognee - Memory for AI Agents in 5 lines of code Demo . Learn more · Join Discord · Join r/AIMemory Build dynamic memory for Agents and replace RAG using scalable, modular ECL (Extract, Cognify, Load) pipelines. More on use-cases and evals 🌐 Available Languages : 🇵🇹 Português · 🇨🇳 [中文] · 🇷🇺 Русский Features Interconnect and retrieve your past conversations, documents, images and audio tr…
🪐 Markdown with superpowers — from ideas to presentations, articles and books. Download Latest | Stable Table of contents About Demo Targets Comparison Getting started Installation Creating a project Compiling Mock document Contributing Sponsors Concept About Quarkdown is a modern Markdown-based typesetting system, designed around the key concept of versatility, by seamlessly compiling a project into a print-ready book o…
Google Gen AI Go SDK provides an interface for developers to integrate Google's generative models into their Go applications. ✨ NEW ✨ Google Gemini Multimodal Live support Introducing support for the Gemini Multimodal Live feature. Here's an example Multimodal Live server showing realtime conversation and video streaming: code Google Gen AI Go SDK The Google Gen AI Go SDK provides an interface for developers to integrate Google's generative models into their Go applications. It support…
鸣潮 后台自动战斗 自动刷声骸 一键日常 Automation for Wuthering Waves ok-ww 基于图像识别的鸣潮自动化, 使用windows接口模拟用户点击, 无读取游戏内存或侵入修改游戏文件/数据. English Readme | 中文说明 演示和教程 免责声明 本软件是一个外部工具，旨在自动化鸣潮的游戏玩法。它仅通过现有用户界面与游戏交互，并遵守相关法律法规。该软件包旨在简化用户与游戏的交互，不会破坏游戏平衡或提供不公平优势，也不会修改任何游戏文件或代码。 本软件开源、免费，仅供个人学习交流使用，仅限于个人游戏账号，不得用于任何商业或营利性目的。开发者团队拥有本项目的最终解释权。使用本软件产生的所有问题与本项目及开发者团队无关。若您发现商家使用本软件进行代练并收费，这是商家的个人行为，本软件不授权用于代练服务，产生的问题及后果与本软件无关。本软件不授权任何人进行售卖，售卖的软件可能被加入恶意代码，导致游戏账号或电脑资料被盗，与本软件无关。 请注意，根据库洛的《鸣潮》公平运营声明: 严禁利用任何第三方工具…