Large Language Models Based Customer Insight Generation

Missions :

• Develop a framework that helps to ingest different types of document of customers (pdf, word, excel, web, etc.), preprocess documents and prepare them for LLMs.
• Develop a prompt system that aims to query documents and generates relevant insights, compare customers (peer analysis).

Candidate profile and requirements :

This internship is recommended to machine learning students with fair knowledge of the below technologies :

• Natural language Processing, NLTK
• LLMs (GPT, LLAMA-2, PaLM-2, Falcon, etc.)
• Langchain
• Vector databases
• Embedding models

Date d’expiration: 12 janvier, 2024