AI Search Retrieval Solution Needed

[sivakumartm]

In our AI project, we are using the same ingestion method as your code with text-embedding-3-small. While retrieving relevant results using Hybrid search for a user query from the RAG using AI search, we are obtaining the top 3 responses, which are reference section of same document or other documents rather than the actual content inside of the document. Could you suggest a way to filter out these references and provide more meaningful content for user query comprehension?

Kindly refer sample document where i have highlighted the reference section what i am explained above..
BMC Generics 2.pdf