SQL Queries Generation Based on Large Language Models

Missions :

• Explore techniques for creating a system that understand data models and can generate SQL queries based on Natural language descriptions and Large Language Models.
• Design and develop a system that integrates data model understanding and LLMs capabilities to generate SQL queries in response to natural language queries or requests.

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: 16 janvier, 2024