This a template project, to demonstrate using docker compose to create a Retrieval-Augmented Generation (RAG) application using Langchain, chainlit, qdrant and ollama on a specified knowledge base.

Client library and SDK for the Qdrant vector search engine. Library contains type definitions for all Qdrant API and allows to make both Sync and Async requests. Client allows calls for all Qdrant API ...