PinnedInTowards AIbyFlorian June·Feb 2, 2024Advanced RAG 02: Unveiling PDF ParsingIncluding key points, diagrams, and codeA response icon23A response icon23
PinnedFlorian June·Mar 4, 2024Advanced RAG 06: Exploring Query RewritingA key technique for aligning the semantics of queries and documentsA response icon6A response icon6
PinnedInAI AdvancesbyFlorian June·May 21, 2024Demystifying PDF Parsing 02: Pipeline-Based MethodOverview, Implementation Strategies and InsightsA response icon1A response icon1
PinnedInAI AdvancesbyFlorian June·Jun 1, 2024Demystifying PDF Parsing 03: OCR-Free Small Model-Based MethodOverview, Principles and InsightsA response icon2A response icon2
InAI Exploration JourneybyFlorian June·9h agoWhen Ontologies Guide LLM Agents: Making Business Analytics More ReliableWhy LLM Agents Struggle with Business Semantics
InAI Exploration JourneybyFlorian June·4d agoInfinity-Parser2: Document Parsing That Goes Beyond Text Recognition to Understand StructureIn a previous article, I introduced the principles behind Infinity-Parser (Rethinking Scanned Document Parsing with Layout-Aware RL — AI…A response icon1A response icon1
InAI Exploration JourneybyFlorian June·Oct 27Agent Harness: The Infrastructure That Makes LLM Agents WorkAgent Harness is becoming a popular buzzword lately. But what exactly does it mean? And what features does it have?A response icon1A response icon1
InAI Exploration JourneybyFlorian June·Oct 25RepoDoc: Building Better Code Documentation with Knowledge GraphsWriting documentation feels satisfying until the next pull request makes part of it outdated.A response icon1A response icon1
InAI Exploration JourneybyFlorian June·Oct 21RAG Has a Decision Problem. Can Jev Help?Imagine asking your company’s knowledge assistant: “What’s this year’s hotel reimbursement limit for a regular employee traveling to…A response icon1A response icon1
InAI Exploration JourneybyFlorian June·Oct 16Why Reading a Book Is Still Hard for OCR ModelsMany OCR demos look impressive because they show one page at a time.A response icon1A response icon1