Tutorial: Use Chroma and OpenAI to Build a Custom Q&A Bot

In?the last tutorial, we explored Chroma as a vector database to store and retrieve embeddings. Let’s extend the use case to build a Q&A application based on?OpenAI?and the?Retrieval Augmentation Generation?(RAG) technique.

When we initially built the?Q&A Bot for the Academy Awards, we implemented similarity search based on a custom function that calculated the cosine distance between two vectors. We will replace that function with a query to search the collection stored in Chroma.

Read the entire article at?The New Stack

Janakiram MSV?is an analyst, advisor, and architect. Follow him on?Twitter,??Facebook?and?LinkedIn.