raglite
pipVerifiedRAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) that connects to DuckDB or PostgreSQL. It provides tools for vector search, document retrieval, and integration with large language models. Developers use it to build AI applications that need to retrieve and generate information from structured databases.
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Overview
RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) that connects to DuckDB or PostgreSQL. It provides tools for vector search, document retrieval, and integration with large language models. Developers use it to build AI applications that need to retrieve and generate information from structured databases.
Installation
1Install the package
pip
pip install raglite2Add to Claude
Add this configuration to your claude_desktop_config.json:
claude_desktop_config.json
{
"mcpServers": {
"superlinear-ai-raglite-github": {
"command": "uvx",
"args": [
"pip install raglite"
]
}
}
}3Verify installation
Restart Claude Desktop, then ask:
"What tools do you have available from raglite?"
Prerequisites
- Python 3.10 or higher
- pip or uv package manager
- Claude Desktop or Claude API access
Configuration
No configuration required. This server works out of the box.
Usage Examples
List Resources
"What resources are available in raglite?"
Claude will query available resources and return a list of what you can access.
Get Details
"Show me details about [specific item] in raglite"
Claude will fetch and display detailed information about the requested item.
Create New
"Create a new [item] in raglite with [details]"
Claude will use the appropriate tool to create the resource and confirm success.
Works with raglite
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