gwyer/hybrid-rag-project
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The Model Context Protocol (MCP) server facilitates integration with Claude Desktop/API, enabling seamless document ingestion and querying through a hybrid Retrieval-Augmented Generation (RAG) system.
Tools
Functions exposed to the LLM to take actions
ingest_documents
Start loading and indexing documents asynchronously from the data/ directory
get_ingestion_status
Monitor the progress of document ingestion
query_documents
Query the documents using hybrid search
get_status
Check the RAG system status
list_datasets
List all available CSV datasets with columns and row counts
count_by_field
Count rows where a field matches a value
filter_dataset
Get all rows matching field criteria
get_dataset_stats
Get statistics about a dataset
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client