Customer Support RAG Assistant

What I Built

I created a customer support RAG assistant.

1. User request for is submitted (e.g. 'having trouble with XYZ')


2. Semantic search is performed to look for similar tickets in DB


3. Prompt to LLM includes user query and similar tickets retrieved


4. Server returns suggested response to user

Demo

Tools Used

pgvector

Signed up for TimescaleDB service to create a PostgreSQL instance with vector capabilities using pgvector.

Timescale CSV import

Used

Client Web App

Final Thoughts

Prize categories

Vectorizer Vibe😃