Using PGVector with Language Chain and OpenAI's GPT models to create a simple RAG system.
Useful setup commands:
docker system prune --all --force --volumesdocker build -t filechat .docker compose -f compose.yaml up -d --build
CURL commands to test the API:
-
curl -X POST <http://localhost:8081/add> \ -H "Content-Type: application/json" \ -d '{"collection_name": "my_collection", "document_path": "US-Constitution-With-Amendments.txt"}' -
curl -X POST <http://localhost:8081/query> \ -H "Content-Type: application/json" \ -d '{"collection_name": "my_collection", "query": "What is the US Constitution?"}'