Multimodal Model Context Protocol Server
by pixeltable
This repository contains server implementations for Pixeltable, designed to handle multimodal data indexing and querying (audio, video, images, and documents). These services are orchestrated using Docker for local development.
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What is Multimodal Model Context Protocol Server?
The Multimodal Model Context Protocol (MCP) Server is a collection of server implementations for Pixeltable that provide indexing and querying capabilities for various types of multimodal data, including audio, video, images, and documents. It enables semantic search and retrieval-augmented generation (RAG) across different media types.
How to use Multimodal Model Context Protocol Server?
To use the MCP Server, clone the repository, navigate to the servers directory, and use Docker Compose to build and run the desired services. Each service runs on a specific port and can be configured through its Dockerfile or environment variables. Access the services via their respective endpoints (e.g., /audio, /video, /image, /doc).
Key features of Multimodal Model Context Protocol Server
Audio file indexing with transcription
Video file indexing with frame extraction
Image indexing with object detection
Document indexing with text extraction
Semantic search across multiple modalities
Retrieval-Augmented Generation (RAG) support
Docker-based deployment for local development
Use cases of Multimodal Model Context Protocol Server
Building multimodal search applications
Enabling content-based retrieval of audio, video, and images
Creating intelligent document processing systems
Integrating multimodal data into AI workflows
Developing RAG-based applications that leverage multimodal data
FAQ from Multimodal Model Context Protocol Server
What types of data can be indexed?
What types of data can be indexed?
The server supports indexing of audio, video, images, and documents.
How do I configure the services?
How do I configure the services?
Service settings can be configured in the respective Dockerfile or through environment variables.
What ports do the services run on?
What ports do the services run on?
The audio service runs on port 8080, video on 8081, image on 8082, and document on 8083.
Where can I find documentation?
Where can I find documentation?
Documentation is available at https://docs.pixeltable.com
How can I get support?
How can I get support?
You can report bugs or request features via GitHub Issues or join the Discord community for support.