Multimodal Model Context Protocal Server

What is Multimodal Model Context Protocal Server?

Integrates with Pixeltable for multimodal data indexing and querying. Provides multiple server implementations for audio, video, images, and documents, orchestrated with Docker. Designed for developers needing semantic search and RAG capabilities.

How to use Multimodal Model Context Protocal Server?

Install Pixeltable, clone the repository, and run docker-compose up --build from the servers/ directory. Each service runs on a designated port (audio on 8080, video on 8081, image on 8082, document on 8083).

Key features of Multimodal Model Context Protocal Server

• Audio indexing with transcription and semantic search
• Video indexing with frame extraction and content-based search
• Image indexing with object detection and similarity search
• Document indexing with text extraction and RAG support
• Multi-index support for collections
• Docker orchestration for local development

Use cases of Multimodal Model Context Protocal Server

• Index and search audio content by transcription
• Perform video content search using frame extraction
• Enable image similarity search for visual databases
• Build Retrieval-Augmented Generation pipelines with documents
• Develop unified multimodal search applications

FAQ from Multimodal Model Context Protocal Server

What are the runtime requirements?

Python 3.9 or later and Docker are required. Install Pixeltable via pip install pixeltable.

How do I start the servers?

Clone the repository, navigate to servers/, and run docker-compose up --build.

What endpoints are available?

Audio at /audio on port 8080, video at /video on port 8081, image at /image on port 8082, document at /doc on port 8083.

What license is this project under?

Apache 2.0 License.

Is the project production-ready?

No, it is currently in beta status.