May 17, 2026 · Artificial Intelligence

Is Multimodal RAG the Cure for Enterprise Knowledge‑Base Bottlenecks? The ‘Where to Retrieve’ Challenge

The article analyzes how multimodal Retrieval‑Augmented Generation expands retrieval objects beyond text chunks, why the "where to retrieve" problem is as critical as "what to retrieve" in enterprise knowledge bases, and how Google Gemini's File Search and recent industry research illustrate the shift toward verifiable, multimodal evidence.

AI RetrievalEnterprise Knowledge BaseGemini API

0 likes · 7 min read

Is Multimodal RAG the Cure for Enterprise Knowledge‑Base Bottlenecks? The ‘Where to Retrieve’ Challenge

DevOps Engineer

Aug 25, 2025 · Artificial Intelligence

Automate Bilingual Blog Publishing with GitHub Actions and Gemini AI

I automated bilingual blog publishing by using GitHub Actions to trigger Gemini AI translation of Chinese posts, automatically creating English pull requests, previewing via Netlify, and publishing the translated version, saving time, reducing cost, and demonstrating how AI‑driven automation can streamline documentation workflows.

AI translationBilingual publishingGemini API

0 likes · 5 min read

Automate Bilingual Blog Publishing with GitHub Actions and Gemini AI