Liquid AI releases LFM3 for local RAG API

The author demonstrates how to build a fully local Retrieval-Augmented Generation API using FastAPI, ChromaDB, and Liquid AI's 1.7B model running on Ollama. The 100-line Python implementation requires no API keys and operates efficiently on a local CPU machine while persisting vectors across restarts. Open article →