And that was your MCP-powered video RAG.Here's the workflow again for your reference:- We ingest a video and store it in the Ragie index.- We retrieve relevant data based on user's query (including video chunks).Check this 👇 https://t.co/BLW2vP72OB ...

Let's build an MCP-powered RAG over videos, step-by-step: ...

RT Avi Chawla (@_avichawla)A RAG engine for deep document understanding!RAGFlow lets you build enterprise-grade RAG workflows on complex docs with well-founded citations.Supports multimodal data understanding, web search, deep research, etc.100% local & open-source with 55k+ stars! https://t.co/skOHLpd38e ...

If you found it insightful, reshare it with your network.Find me → @_avichawlaEvery day, I share tutorials and insights on DS, ML, LLMs, and RAGs.Avi Chawla (@_avichawla):A RAG engine for deep document understanding!RAGFlow lets you build enterprise-grade RAG workflows on complex docs with well-founded citations.Supports multimodal data understanding, web search, deep research, etc.100% local & open-source with 55k+ stars! https://t.co/skOHLpd38e ...

GitHub repo: https://t.co/LtSlnL8yxe ...

A RAG engine for deep document understanding!RAGFlow lets you build enterprise-grade RAG workflows on complex docs with well-founded citations.Supports multimodal data understanding, web search, deep research, etc.100% local & open-source with 55k+ stars! https://t.co/skOHLpd38e ...

GitHub repo: https://t.co/niBNHA7boe ...

Product Release - Microsoft open-sourced a no-code data analysis tool [1] - Data Formulator provides AI-powered data analysis [1] - Data Formulator features a drag-and-drop UI for visualization tasks [1] - The tool extends beyond the initial dataset by creating relevant fields and visualizations [1]

Model Architecture - Explains Transformer vs Mixture of Experts (MoE) in LLMs with visuals [1] - Focuses on clearly explaining Mixture of Experts in LLMs [1]

LLM 技术 - Transformer 与 Mixture of Experts (MoE) 在 LLMs 中的对比分析 [1] - 行业关注 DS (数据科学), ML (机器学习), LLMs (大型语言模型), 和 RAGs (检索增强生成) 的教程和见解 [1] 社交媒体互动 - 鼓励用户分享信息 [1] - 行业专家 Avi Chawla 在社交媒体上分享相关内容 [1]