Cricket-ama

Ask me anything about cricket. I will try to answer it to the best of my knowledge.

RAG(Retrieval Augmented Generation) is a technique in which we use powers of LLM to generate accurate information by grounding it with a known data source. This way we can leverage an LLM interface while avoiding hallucination . This notebook is an attempt to build a cricket ama interface using RAG.

Data source

1. Data has been generated using pages-articles-multistream wiki dump. Alternatively it can be downloaded from here

Tech Stack

1. Haystack
2. Mistral-7B-Instruct-v0.1

Acknowlegement

This notebook is inspired from mistral-haystack by Stefano.