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BookRAG: A Document = One Tree + One Graph + One Agent — AI Innovations and Insights 95
In real-world enterprise environments, knowledge rarely lives in a tidy FAQ.
Dec 9
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HyperbolicRAG: Curved Spaces, Better Answers — AI Innovations and Insights 94
Traditional RAG systems are pretty familiar by now: retrieve a few relevant passages using dense retrieval, then feed them to a language model for…
Dec 6
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Florian
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1
NVIDIA Nemotron-Parse 1.1: A Lightweight PDF Parser That Actually Understands Layout — AI Innovations and Insights 93
If you’re the person in your company responsible for “feeding all the PDFs into a search or Q&A system,” you’ve probably been through the pain of…
Dec 3
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Cog-RAG: Giving RAG a Brain That Thinks Before It Retrieves — AI Innovations and Insights 92
Retrieval-Augmented Generation (RAG) is now a standard way to help LLMs stay grounded.
Nov 30
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Florian
5
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HunyuanOCR: Unifying Multi-Stage OCR Pipelines into an End-to-End 1B VLM — AI Innovations and Insights 91
Real-world OCR isn’t just about reading crisp PDFs.
Nov 27
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Florian
5
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MonkeyOCR v1.5: Making Complex PDFs Parseable — AI Innovations and Insights 90
If you’ve ever worked with real scanned documents or PDFs, you’ve likely run into this mess: a table nested inside another table, split awkwardly across…
Nov 22
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Florian
1
1
Zero-RAG: Prune First, Retrieve When It Matters — AI Innovations and Insights 89
When a language model already “knows” the answer, blindly reaching for external documents can backfire.
Nov 16
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Florian
4
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From Résumés(PDFs) to Clean Data: Layout-Aware Parsing with Tiny LLMs — AI Innovations and Insights 88
Have you ever wondered how to parse a résumé, or had to work with résumés on the job?
Nov 11
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Florian
3
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HiChunk: A Hierarchical Chunking Method That Turns Fragments into Flow — AI Innovations and Insights 87
Have you ever kept a notebook of mistakes while preparing for exams?
Nov 9
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Florian
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Making Documents Talk with Doc-Researcher: Document Parsing + Hybrid Retrieval for Multi-Agent Research — AI Innovations and Insights 86
Did you know that document parsing can be integrated with Deep Research?
Nov 4
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Florian
2
1
From Foundation to Features: F2LLM’s One-Stage Recipe for Strong Embeddings — AI Innovations and Insights 85
Since the rise of AI, embeddings have taken center stage, especially in areas like RAG.
Nov 2
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Florian
4
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Hybrid OCR-LLM: Not a Bigger Model, but a Smarter Pipeline — AI Innovations and Insights 84
Have you ever encountered documents like forms, certificates, or reports during document parsing?
Oct 30
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Florian
3
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