Skip to content

v0.1 - Initial Release

Choose a tag to compare

View all tags
@hypnagonia hypnagonia released this 21 Jan 13:35
· 16 commits to main since this release
v0.1
26ddc8b

RAG CLI - Initial Release

A local-first RAG (Retrieval-Augmented Generation) toolkit for indexing and searching codebases.

Features

  • BM25 + MMR retrieval pipeline - Full-text search with diversity reranking
  • Two-stage hybrid search - BM25 candidates with vector reranking (#6)
  • WebAssembly support - In-browser search capabilities (#8)
  • Clean hexagonal architecture - Usecases depend on ports only (#7)
  • Auto-indexing - With --no-auto-index flag to disable (#5)

CLI Commands

rag index [path]              # Index files
rag query -q "search"         # Search with BM25 + MMR
rag pack -q "question" -b 4000  # Pack context for LLM consumption

Configuration

Supports YAML configuration (rag.yaml) for BM25 parameters, embedding providers (Ollama/OpenAI), and token budgets.

Assets 2
Loading