RAG system
(FastAPI + VoyageAI + Gemini + ChromaDB)
A lightweight RAG system that allows answering questions based on any provided text of articles, documents, product descriptions, or other content with references to sources.
The system automatically processes the input text, stores semantic embeddings, and finds relevant context to generate accurate and well-founded answers.
A lightweight RAG system that allows answering questions based on any provided text of articles, documents, product descriptions, or other content with references to sources.
The system automatically processes the input text, stores semantic embeddings, and finds relevant context to generate accurate and well-founded answers.
Warszawa 
Available for hire