Developers

• Developer - Lala Amartya Chand
• Developer - Chinmaya Pradhan

Info-Search

What is Info-Search?

• Info Search leverages Retrieval-Augmented Generation (RAG)
• It integrates LLMs with Retrieval-Augmented Generation (RAG), a powerful technique.
• RAG enhances the accuracy, factual depth, and context of learning materials.

Methodology

• Chunking (Semantic chunking)
• Embedding (gte-v1.5)
• Vector Database (PostgreSQL, pgVector)
• Re-rankers (BAAI/bge-reranker-large)
• LLM (GPT-4, Llama3-8b-instruct)