MCP vs RAG vs AI Agents MCP → connects tools
RAG → connects knowledge
Agents → execute tasks Not competitors.
A stack. The advantage?
How you combine them. Where are you investing first? #AI #Agents #RAG #Tech
GENERATIVE AI
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Integrating MCP, RAG, and AI Agents into an AI Stack
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Gemini API Update Adds Structured Timelines for Model Reasoning
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The old Gemini API worked like a vending machine. Prompt in, answer out, no visibility into what happened between. This update gives you a structured timeline of every step the model took: thinking, searching, tool calls, final output. Each one labeled and separated. You can now
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AI Progress: From Basic Code to Engineering Tests
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A year ago, AI could write basic functions. Now it solves multi-step coding challenges and passes actual engineering tests. Of course, bigger models helped. But the bigger shift is in how models learn what a "good answer" means. We used to train AI using Reinforcement Learning
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Rediscovering Karpathy’s wikiLLM with Obsidian and Claude as a second brain
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I'd somehow completely forgotten that Karpathy introduced the wikiLLM a while back (obsidian + Claude code/codex). I'm sick in bed and set it up because I have nothing else to do. I love it. I have a second brain now. Amazing.
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AI-Generated Hip-Hop and Lo-Fi Music Track
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Hip-Hop-Pop-Lo-Fi Music with #AI Generated Track! #BigData #Analytics #DataScience #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Hip-Hop -
Building Agentic Systems with CrewAI and Amazon Bedrock
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Build Agentic System with CrewAI and Amazon Bedrock! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding
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Building Next-Gen GenAI Apps with RAG, LangChain, and LlamaIndex
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Mastering RAG-Generation: Building Next-Gen GenAI Apps with LangChain, LlamaIndex, and LLMs! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist
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Build a Text-to-Image Generator from Scratch Using Transformers and Diffusion
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Build a Text-to-Image Generator (from Scratch), with transformers and diffusions: http://
amzn.to/3MFbyK4 by @mark_h_liu v/ @ManningBooks —————
#AI #ML #MachineLearning #DataScience #DataScientist -
The future of OS: Local LLMs and native AI integration
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L'étape suivante en matière d'IA c'est ça et j'espère que @Apple ou @Microsoft vont sortir leur prochain système d'exploitation avec une véritable IA embarquée native avec LLMs entraînables localement pour que chacun puisse en profiter. Sinon on vous expliquera comment faire
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A Comprehensive Learning Path for Aspiring AI Developers
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AI Mastery >> The Complete Machine Learning Engineer Cookbook for Everyone — Become an AI Developer with Python: http://
amzn.to/3XZTzQS Complete 5-part Learning Path:
1 – Build Your Foundation
2 – Assemble Your ML Toolkit
3 – Discover Deep Learning & Generative AI
4 – Master