Overview
What is Colpali MCP Server?
Colpali MCP Server is a Model Context Protocol (MCP) server designed for retrieving text-rich images using ColPali and Elasticsearch.
How to use Colpali MCP Server?
To use the server, add the configuration to your mcp.json file and start the server using the provided command. You can then interact with the server using its API.
Key features of Colpali MCP Server?
- Semantic image search using natural language queries.
- Automatic indexing of individual images and complete PDFs.
- Multimodal embeddings using ColPali for rich vision and language integration.
- Scalable storage and efficient search with Elasticsearch.
- Standard MCP API compatibility.
Use cases of Colpali MCP Server?
- Searching for relevant images based on user queries.
- Indexing and retrieving images from large datasets.
- Integrating with other applications that support MCP.
FAQ from Colpali MCP Server?
- What are the prerequisites for using Colpali MCP Server?
You need Python 3.10+, Elasticsearch 8.0+, and a recommended GPU for ColPali.
- How do I install Colpali MCP Server?
Clone the repository and run the installation command provided in the documentation.
- Can I use Colpali MCP Server with any MCP client?
Yes, it is compatible with any client that supports the MCP standard.