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Perfex

Perfex is a Rust based cli for experimenting with LLM providers (OpenAI, Gemini, Groq) and vector database operations using LanceDB providing RAG(Retrieval Augumented Generation) capabilities with local files.

Features

  • Chat and streaming chat with multiple LLM providers
  • Embedding generation (OpenAI)
  • PDF document reading
  • Vector database (LanceDB) ingestion
  • Ask question from ingested files

Usage

  1. Set API keys (as needed):

    export OPENAI_API_KEY=your_openai_key
export GEMINI_API_KEY=your_gemini_key
export GROQ_API_KEY=your_groq_key

  2. Build and run

    cargo run