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 ...

Check this!! Microsoft open-sourced a no-code data analysis tool.Data Formulator provides AI-powered data analysis and a drag-and-drop UI for viz tasks.It also works beyond the initial dataset by creating relevant fields and the corresponding viz. https://t.co/eASUaogwwl ...

Mixture of experts in LLMs, clearly explained along with visuals: https://t.co/4lGUTqfPprAvi Chawla (@_avichawla):Transformer vs. Mixture of Experts in LLMs, clearly explained (with visuals): ...

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):Transformer vs. Mixture of Experts in LLMs, clearly explained (with visuals): ...