simple-rag

Simple RAG on your knowledge bases. Only support Markdown Files.

Install the gem directly:

gem install simple-rag-zc

• Setup Config JSON
  • Run run-setup config.json then edit the paths to absolute path.
• Run run-index config.json *Required
  • To generate embeddings for all files. It takes a while on the first time.
• Run run-server config.json
  • Open http://localhost:4567/q.html to search/ask from your knowledge bases
    • Use Search for standard retrieval
    • Use Search+ for agentic query expansion and fast text match
    • Use Synthesize to combine retrieved notes
  • Open http://localhost:4567/duplicate.html to review duplicate clusters
  • Open http://localhost:4567/random.html to explore notes randomly
  • Open http://localhost:4567/graph.html to explore search results as a graph

To release a new version to RubyGems, run:

gem build simple-rag.gemspec
gem push simple-rag-zc-$(ruby -Ilib -e 'require "simple_rag/version"; puts SimpleRag::VERSION').gem