Cookbook with Groq and LanceDB

[sridharaiyer]

Can we get a cookbook with Groq and LanceDb? Would I still need to have a local embedding? If so, then can I get an example of how this Streamlit app can be hosted using a proper Dockerfile that downloads all packages, including ollama to download the nomic-text embedding model

Goal: I want to be able to upload a PDF file using Streamlit, and have a summarizer assistant with a specific prompt to summarize the document. This I need in combination with a RAG chatbot input at the bottom (below the summarized output in markdown in the main Streamlit window). All this without my customer needing to run a pgvector docker container. In other words, using a local DB such as LanceDB.