Generative Ai And Rag Pdf: Unlocking Data With

Unlocking Siloed Data: A Practical Framework for Generative AI and RAG-Based PDF Interrogation

Final_score = α * vector_similarity + (1-α) * BM25_keyword_score Set α = 0.7 for semantic-heavy queries, 0.3 for exact match (e.g., invoice numbers). After initial retrieval (top 20 chunks), use a cross-encoder like BAAI/bge-reranker-v2-m3 to reorder top 5 most relevant chunks. Reduces hallucinations significantly. 3.7 Generation Prompt Template You are a helpful assistant for company PDF documents. Answer based ONLY on the following retrieved chunks. Context: chunks unlocking data with generative ai and rag pdf

Question: query