GigaCorp Customer Support Assistant A small by Prashant KumarGigaCorp Customer Support Assistant A small by Prashant Kumar

GigaCorp Customer Support Assistant A small

Prashant Kumar

Prashant Kumar

GigaCorp Customer Support Assistant
A small RAG (Retrieval-Augmented Generation) demo using FastAPI, Chroma, and a local FAQ.
What this project is
This project contains a simple customer support assistant that:
Loads a FAQ text file (gigacorp_faq.txt) into a Chroma vector store (via ingest.py).
Exposes a FastAPI web service (app.py) with a web UI in static/ and a chat API (/api/chat).
Uses a configurable LLM provider (Groq or OpenAI) when an API key is available; otherwise it returns a safe fallback response.
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Posted Aug 15, 2026

GigaCorp Customer Support Assistant A small RAG (Retrieval-Augmented Generation) demo using FastAPI, Chroma, and a local FAQ. What this project is This proje...