07/18 06:00 PM towardsdatascience.com

Loop Engineering with Adaptive PDF Parsing: Start Cheap, Pay for a Heavier Parser Only When the Page Needs It

#DOCUMENT PROCESSING #RAG ARCHITECTURE #LARGE LANGUAGE MODEL #POLITICS #RAG #LLM

07/16 06:00 PM towardsdatascience.com

Context Engineering for RAG Question Parsing: From a Raw Question to Typed Fields That Steer Retrieval and Generation

#LARGE LANGUAGE MODEL #RAG #CONTEXT ENGINEERING #DOCUMENT PROCESSING #POLITICS #PARSING

07/15 03:00 PM towardsdatascience.com

Most RAG Hallucinations Are Retrieval Failures: How the Retrieval Brick Decides What the Model Can Invent

#RETRIEVAL #RAG #POLITICS #LARGE LANGUAGE MODEL #DOCUMENT PROCESSING #RAG ARCHITECTURE

07/09 04:35 PM towardsdatascience.com

Loop Engineering for Hierarchical Retrieval: Reading a Long Document by Its Table of Contents

#POLITICS #DOCUMENT PROCESSING #RAG #ARTIFICIAL INTELLIGENCE #LARGE LANGUAGE MODEL

07/07 07:35 PM towardsdatascience.com

A Production RAG Pipeline for PDFs: Relational Parsing, TOC Retrieval, Typed Answers

#DOCUMENT PROCESSING #RETRIEVAL #LARGE LANGUAGE MODELS #RAG #RAG ARCHITECTURE #LLM

07/07 06:05 PM towardsdatascience.com

Proxy-Pointer RAG: Temporal Reasoning Without Semantic Precompilation

#LLM #POLITICS #DOCUMENT PROCESSING #RAG ARCHITECTURE #LLM APPLICATIONS #PROXY-POINTER

07/05 06:10 PM towardsdatascience.com

Assemble Each RAG Generation Prompt from a Base Prompt Plus the Rules Each Question Needs

#RAG #LARGE LANGUAGE MODEL #DOCUMENT PROCESSING #LLM #RAG ARCHITECTURE #GENERATION

07/04 04:10 PM towardsdatascience.com

Stop Returning Text from RAG: The Typed Answer Contract That Prevents Hallucination

#LLM #PYTHON #DOCUMENT PROCESSING #DEEP DIVES #LARGE LANGUAGE MODEL #POLITICS

07/03 03:06 PM towardsdatascience.com

The Untaught Lessons of RAG Retrieval: Cosine Is Not the Foundation

#LARGE LANGUAGE MODEL #DOCUMENT PROCESSING #RAG #RAG ARCHITECTURE #RETRIEVAL #LLM

07/03 03:06 PM towardsdatascience.com

The Untaught Lessons of RAG Retrieval: Cosine Is Not the Foundation

#LARGE LANGUAGE MODEL #DOCUMENT PROCESSING #RAG #RAG ARCHITECTURE #RETRIEVAL #LLM