Creating a copilot to query over docs using vector db, llm & rag techniques
Input Data Source - Honda city manual
LLM to use for getting answer in more human format = deepset/roberta-base-squad2
Using keyword extraction - KeyBERT
Vector db to use - Pinecone -max supported dimensions- 768
Text embedding- BAAI/bge-base-en-v1.5
High level flow
Results
