<![CDATA[Stories by Florian June on Medium]]> https://medium.com/@florian_algo?source=rss-e59d6d152a7a------2 https://cdn-images-1.medium.com/fit/c/150/150/1*DmQ3DH2JeAJquvhT_tjVCw.jpeg Stories by Florian June on Medium https://medium.com/@florian_algo?source=rss-e59d6d152a7a------2 Medium Wed, 04 Nov 2026 21:53:08 GMT <![CDATA[When Ontologies Guide LLM Agents: Making Business Analytics More Reliable]]>

Why LLM Agents Struggle with Business Semantics

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]]> https://medium.com/ai-exploration-journey/when-ontologies-guide-llm-agents-making-business-analytics-more-reliable-e4c522f65427?source=rss-e59d6d152a7a------2 https://medium.com/p/e4c522f65427 Wed, 04 Nov 2026 10:26:24 GMT 2026-11-04T10:26:24.250Z <![CDATA[Infinity-Parser2: Document Parsing That Goes Beyond Text Recognition to Understand Structure]]>

In a previous article, I introduced the principles behind Infinity-Parser (Rethinking Scanned Document Parsing with Layout-Aware RL — AI…

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]]> https://medium.com/ai-exploration-journey/infinity-parser2-document-parsing-that-goes-beyond-text-recognition-to-understand-structure-3af48b6f3321?source=rss-e59d6d152a7a------2 https://medium.com/p/3af48b6f3321 Sat, 31 Oct 2026 04:29:59 GMT 2026-10-31T04:29:59.144Z <![CDATA[Agent Harness: The Infrastructure That Makes LLM Agents Work]]>

Agent Harness is becoming a popular buzzword lately. But what exactly does it mean? And what features does it have?

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]]> https://medium.com/ai-exploration-journey/agent-harness-the-infrastructure-that-makes-llm-agents-work-a4734bccf55e?source=rss-e59d6d152a7a------2 https://medium.com/p/a4734bccf55e Tue, 27 Oct 2026 08:06:36 GMT 2026-10-27T08:06:36.879Z <![CDATA[RepoDoc: Building Better Code Documentation with Knowledge Graphs]]>

Writing documentation feels satisfying until the next pull request makes part of it outdated.

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]]> https://medium.com/ai-exploration-journey/repodoc-building-better-code-documentation-with-knowledge-graphs-5c7b70a26a88?source=rss-e59d6d152a7a------2 https://medium.com/p/5c7b70a26a88 Sun, 25 Oct 2026 02:59:35 GMT 2026-10-25T02:59:35.095Z <![CDATA[RAG 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…

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]]> https://medium.com/ai-exploration-journey/rag-has-a-decision-problem-can-jev-help-94103055c0cb?source=rss-e59d6d152a7a------2 https://medium.com/p/94103055c0cb Wed, 21 Oct 2026 01:13:14 GMT 2026-10-21T01:13:14.162Z <![CDATA[Why Reading a Book Is Still Hard for OCR Models]]>

Many OCR demos look impressive because they show one page at a time.

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]]> https://medium.com/ai-exploration-journey/why-reading-a-book-is-still-hard-for-ocr-models-ce393598e2b0?source=rss-e59d6d152a7a------2 https://medium.com/p/ce393598e2b0 Fri, 16 Oct 2026 02:43:35 GMT 2026-10-16T02:43:35.765Z <![CDATA[What Exactly Is Jev, and Why Is It Suddenly Everywhere?]]>

Jev, TypeSafe AI’s decision model introduced in September 2026, has attracted considerable developer interest.

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]]> https://medium.com/ai-exploration-journey/what-exactly-is-jev-and-why-is-it-suddenly-everywhere-e903ef98b11a?source=rss-e59d6d152a7a------2 https://medium.com/p/e903ef98b11a Sat, 10 Oct 2026 01:26:39 GMT 2026-10-10T01:26:39.590Z <![CDATA[Is Grep All You Need for Agentic Search?]]>

In my previous article (The Secret Behind Claude Code’s Retrieval: Why Live Search Fits Better than RAG ), I explored how Claude Code…

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]]> https://medium.com/ai-exploration-journey/is-grep-all-you-need-for-agentic-search-7a7e11af0574?source=rss-e59d6d152a7a------2 https://medium.com/p/7a7e11af0574 Wed, 07 Oct 2026 10:24:07 GMT 2026-10-07T10:24:07.060Z <![CDATA[Attention Is All You Need — for Retrieval Too?]]>

Wait, is external retrieval in RAG actually redundant?

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]]> https://medium.com/ai-exploration-journey/attention-is-all-you-need-for-retrieval-too-470b60576ba8?source=rss-e59d6d152a7a------2 https://medium.com/p/470b60576ba8 Mon, 05 Oct 2026 00:47:06 GMT 2026-10-05T00:47:06.359Z <![CDATA[MinerU-Popo: Fixing the Hidden Flaw in PDF Parsing]]>

Modern OCR can produce impressive page-level results, but real documents do not think in pages. They think in chapters, sections…

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]]> https://medium.com/ai-exploration-journey/mineru-popo-fixing-the-hidden-flaw-in-pdf-parsing-cf7523553dd6?source=rss-e59d6d152a7a------2 https://medium.com/p/cf7523553dd6 Wed, 30 Sep 2026 02:27:00 GMT 2026-09-30T02:27:00.928Z