How to build an RAG based chatbot with streamlit, qdrant and python, In this LLM chatbot tutorial for AI beginners we'll learn about Qdrant vector database and it's basic operations.
This intelligent chatbot will have access to web (internet) so it can answer up to date queries.
#streamlit #chatbot #ai
Timestamp 🕝
00:00 Introduction (what we're going to build)
00:31 What is Qdrant vector database?
01:23 Local setup of Qdrant using docker
02:32 Basic operations of Qdrant
03:33 Setting up Qdrant client
04:13 creating collection in qdrant
05:25 Vectors
08: 40 querying the db
09:26 query with filter
10:04 Outro & part 2
This was the par 1 of the series in part 2 we will do streamlit and ui setup for our chatbot.