/research

Research a topic using semantic search across indexed documents

# Research Topic with RAG

Search your indexed reference documents using semantic similarity to find relevant information about a specific topic. This command uses retrieval-augmented generation (RAG) to find the most relevant chunks from your document collection.

## How It Works

1. Your query is embedded using the same FastEmbed model as documents
2. Qdrant performs cosine similarity search across all indexed chunks
3. Top matching chunks are returned with relevance scores
4. Results are grouped by source document for context

## Instructions

1. Run the research command: `uv run --direc...