# FastAPI

FastAPI-MCP
Fastapi MCP
FastAPI-MCP is a tool specifically designed for FastAPI, aiming for seamless integration with the Model Context Protocol (MCP). It allows developers to automatically convert API endpoints of a FastAPI application into MCP tools without any configuration. The tool's key advantages include simplifying the API integration process with MCP, supporting automatic discovery and conversion of all FastAPI endpoints, preserving the schema of request and response models, and maintaining the same documentation as Swagger. It also supports flexible deployment methods, allowing the MCP server to be mounted directly into the FastAPI application or deployed separately. FastAPI-MCP is suitable for development teams that need to quickly integrate APIs into MCP environments, supporting Python 3.10 and above, with Python 3.12 recommended.
Development & Tools
39.5K
vision-is-all-you-need
Vision Is All You Need
vision-is-all-you-need is a demonstration project showcasing the Vision RAG (V-RAG) architecture. The V-RAG architecture directly embeds PDF file pages (or other documents) into vectors using Vision Language Models (VLM), eliminating the need for cumbersome chunk processing. This technology enhances the efficiency and accuracy of document retrieval, especially when dealing with large datasets. Background information indicates that this is an innovative tool leveraging the latest AI technologies to improve document processing capabilities. The project is currently open-source and free to use.
Knowledge Management
47.2K
PostBot 3000
Postbot 3000
PostBot 3000 is an open-source project showcasing how to build a powerful AI agent that streams responses and generates artifacts. The project leverages LangGraph Python for AI workflows and utilizes FastAPI to create a robust API. It incorporates multiple tech stacks, including LangGraph, Vercel AI SDK, gpt-4o-mini, FastAPI, Next.js, and TailwindCSS. The open-source nature of PostBot 3000 makes it easier for anyone looking to implement similar solutions for development and deployment.
Open source
49.1K
Suno-API
Suno API
SunoAPI is an unofficial Suno API built on Python and FastAPI. It supports features like generating songs and lyrics, and includes built-in token management and activity preservation, so you don't have to worry about token expiration. SunoAPI utilizes an entirely asynchronous design, resulting in fast operation and suitability for future expansion. Users can easily generate various music content using the API.
AI Music Generation
233.8K
DeployFast
Deployfast
DeployFast is an ML code template using FastAPI, Streamlit, Docker, ElevenLabs API, and OpenAI API to help users quickly deploy and demonstrate AI applications. It can be easily containerized in the cloud and is suitable for users from AI beginners to busy professionals.
Development & Tools
52.2K
Featured AI Tools
Flow AI
Flow AI
Flow is an AI-driven movie-making tool designed for creators, utilizing Google DeepMind's advanced models to allow users to easily create excellent movie clips, scenes, and stories. The tool provides a seamless creative experience, supporting user-defined assets or generating content within Flow. In terms of pricing, the Google AI Pro and Google AI Ultra plans offer different functionalities suitable for various user needs.
Video Production
43.1K
NoCode
Nocode
NoCode is a platform that requires no programming experience, allowing users to quickly generate applications by describing their ideas in natural language, aiming to lower development barriers so more people can realize their ideas. The platform provides real-time previews and one-click deployment features, making it very suitable for non-technical users to turn their ideas into reality.
Development Platform
46.6K
ListenHub
Listenhub
ListenHub is a lightweight AI podcast generation tool that supports both Chinese and English. Based on cutting-edge AI technology, it can quickly generate podcast content of interest to users. Its main advantages include natural dialogue and ultra-realistic voice effects, allowing users to enjoy high-quality auditory experiences anytime and anywhere. ListenHub not only improves the speed of content generation but also offers compatibility with mobile devices, making it convenient for users to use in different settings. The product is positioned as an efficient information acquisition tool, suitable for the needs of a wide range of listeners.
AI
43.9K
MiniMax Agent
Minimax Agent
MiniMax Agent is an intelligent AI companion that adopts the latest multimodal technology. The MCP multi-agent collaboration enables AI teams to efficiently solve complex problems. It provides features such as instant answers, visual analysis, and voice interaction, which can increase productivity by 10 times.
Multimodal technology
45.8K
Chinese Picks
Tencent Hunyuan Image 2.0
Tencent Hunyuan Image 2.0
Tencent Hunyuan Image 2.0 is Tencent's latest released AI image generation model, significantly improving generation speed and image quality. With a super-high compression ratio codec and new diffusion architecture, image generation speed can reach milliseconds, avoiding the waiting time of traditional generation. At the same time, the model improves the realism and detail representation of images through the combination of reinforcement learning algorithms and human aesthetic knowledge, suitable for professional users such as designers and creators.
Image Generation
45.3K
OpenMemory MCP
Openmemory MCP
OpenMemory is an open-source personal memory layer that provides private, portable memory management for large language models (LLMs). It ensures users have full control over their data, maintaining its security when building AI applications. This project supports Docker, Python, and Node.js, making it suitable for developers seeking personalized AI experiences. OpenMemory is particularly suited for users who wish to use AI without revealing personal information.
open source
44.2K
FastVLM
Fastvlm
FastVLM is an efficient visual encoding model designed specifically for visual language models. It uses the innovative FastViTHD hybrid visual encoder to reduce the time required for encoding high-resolution images and the number of output tokens, resulting in excellent performance in both speed and accuracy. FastVLM is primarily positioned to provide developers with powerful visual language processing capabilities, applicable to various scenarios, particularly performing excellently on mobile devices that require rapid response.
Image Processing
42.2K
Chinese Picks
LiblibAI
Liblibai
LiblibAI is a leading Chinese AI creative platform offering powerful AI creative tools to help creators bring their imagination to life. The platform provides a vast library of free AI creative models, allowing users to search and utilize these models for image, text, and audio creations. Users can also train their own AI models on the platform. Focused on the diverse needs of creators, LiblibAI is committed to creating inclusive conditions and serving the creative industry, ensuring that everyone can enjoy the joy of creation.
AI Model
6.9M
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