#Agentic Architecture

The shift from GenAI to Agentic AI is officially here. 🤖 Unlike standard chatbots that just talk, AI Agents act. They plan, use tools, and execute complex workflows autonomously. ​If you’re still thinking of AI as just a search tool, you’re missing the bigger picture. Swipe to see the architecture behind the next wave of automation. 🚀 ​#agenticai #artificialintelligence #chatgpt #aiinnovation #ai

Learning Agentic AI & RAG systems isn’t about tools alone — it’s about architecture, reasoning, memory, and evaluation working together. This visual breaks down the end-to-end learning path for modern AI systems: • Retrieval strategies • Chunking & embeddings • Query optimization • Evaluation & metrics • Production-ready pipelines If you’re building real-world AI agents, this roadmap helps you think like a system architect, not just a prompt engineer. 🔗 Learn more: www.jaiinfoway.com #AgenticAI #RAG #ArtificialIntelligence #AIArchitecture #GenerativeAI #LLMs #MachineLearning #AIEngineering #JaiInfoway #TechLeadership

🏗️✨ DESIGN 10 BUILDINGS IN 10 SECONDS? AI JUST REWROTE ARCHITECTURE. Same site. Infinite designs — all AI-generated. See the algorithm go wild 👇 Wait till 0:03—when the AI starts "breaking" conventional shapes! 🏆 The best part? The AI doesn't have favorites. It only has possibilities. 👉 SWIPE to see a single site morph through 10 styles 🔁 TAG an architect who needs this power #AIArchitecture #aidesign #architecture #aiworkflow #ParametricDesign 💡 Drop 🏢 if you'd let an AI be your co-designer!

𝐌𝐨𝐬𝐭 𝐭𝐞𝐚𝐦𝐬 𝐰𝐚𝐧𝐭 𝐭𝐨 𝐛𝐮𝐢𝐥𝐝 𝐚𝐠𝐞𝐧𝐭𝐢𝐜 𝐀𝐈… Very few know how to make it production-ready. This blueprint shows the exact architecture that enterprises use to deploy scalable, safe, and reliable agentic systems: 𝟏. 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐋𝐚𝐲𝐞𝐫 Users interact with the app, which routes requests through an enterprise API gateway, enabling secure access to the agent ecosystem. 𝟐. 𝐀𝐠𝐞𝐧𝐭 𝐎𝐫𝐜𝐡𝐞𝐬𝐭𝐫𝐚𝐭𝐢𝐨𝐧 𝐑𝐮𝐧𝐭𝐢𝐦𝐞 * Orchestrator agent handles planning * Planner agent breaks tasks down * Action agent executes tool calls * Third-party agents extend functionality * All connected through event-driven autoscaling and a message broker. 𝟑. 𝐓𝐨𝐨𝐥 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐲 𝐚𝐧𝐝 𝐋𝐨𝐨𝐤𝐮𝐩 The system automatically discovers tools from registries and resolves the best one for each step in the task. 𝟒. 𝐓𝐨𝐨𝐥 𝐄𝐱𝐞𝐜𝐮𝐭𝐢𝐨𝐧 Agents issue tool calls through the MCP gateway, where guardrails ensure safety before invoking MCP-compliant systems such as Google Drive, PostgreSQL, Docker, Kubernetes, Snowflake, or Git. 𝟓. 𝐌𝐞𝐦𝐨𝐫𝐲 𝐋𝐚𝐲𝐞𝐫 A dedicated memory module stores long-term memory, short-term memory, and knowledge graphs. The system retrieves past context to improve reasoning and updates memory after each task. 𝟔. 𝐀𝐈 𝐆𝐚𝐭𝐞𝐰𝐚𝐲 Provides access to LLMs, finetuned models, retrieval modules, and safety guardrails so every agent action is controlled and fully observable. 𝟕. 𝐒𝐮𝐩𝐩𝐨𝐫𝐭𝐢𝐧𝐠 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 DataOps, LLMOps, telemetry, agent benchmarking, human in the loop workflows, and strong security ensure the system remains trustworthy and maintainable. This is what it takes to build real production-grade agentic AI. Not just an agent that answers a prompt, but an entire ecosystem that coordinates tools, memory, safety, and orchestration. 𝐖𝐡𝐢𝐜𝐡 𝐩𝐚𝐫𝐭 𝐨𝐟 𝐭𝐡𝐢𝐬 𝐛𝐥𝐮𝐞𝐩𝐫𝐢𝐧𝐭 𝐝𝐨 𝐲𝐨𝐮 𝐰𝐚𝐧𝐭 𝐭𝐨 𝐞𝐱𝐩𝐥𝐨𝐫𝐞 𝐝𝐞𝐞𝐩𝐞𝐫? ♻️ Repost this to help your network get started ➕ Follow Jothi Moorthy for more

Designers and architects can have a creative copilot in the early design phases of a project and this technology is advancing at an astonishing pace. We enjoy exploring these tools as lifelong students of the profession. Featured here is the realtime generator in Krea.ai . #archdaily #dezeen #architecture #residentialarchitecture #architecture #aiarchitecture #aiart #parametricdesign #computationaldesign #archilovers #archistudent #ai #aidesign #airendering #designboom #architecturelovers

Embrace the Evolution of Architecture! Discover the power of AI tools for Architects - revolutionizing design like never before! What do you think the future of architecture would look like with the utilisation of Ai ? Comment your views below 👇🏻 #AIinArchitecture #ArchitectsOfTomorrow #Ai #Architecture #MidJourney #AIinArchitecture #architectsoftomorrow

The industry is splitting into two groups: • those using AI by naive prompting • and those building AI-native systems as an architect. And companies are starting to hire for the second group. Everyone’s talking about the Claude Architect exam… but what should you actually study? I put together a complete roadmap + free resources and courses so you don’t waste time guessing. This includes: • core exam topics (agent systems, MCP, context, prompts) • how to think about production AI workflows • real concepts beyond just prompting • structured learning path (pods + notebooks) • practice exam to test yourself If you want to move from “using AI tools” → to building AI systems, this is what you need to focus on. Note: This exam is only available to partners of Anthropic as of date but prep still should be done as its a necessity in today’s era. And when the exam is available for all, one could take it. Happy Learning! ⸻ 💬 Comment “Guide” and I’ll send the full guide + resources 🔖 Save this for your AI roadmap ➕ Follow @jganesh.ai for more practical AI/ML content ⸻ Tags: (ai, artificialintelligence, machinelearning, generativeai, llm, claude, anthropic, aiagents, agenticai, aiengineering, mlengineering, aiarchitecture, llmops, aiinfrastructure, softwareengineering, techcareer, techlearning, buildinpublic, techreels)

Agentic AI is coming — and it’ll be the final decision-maker for more things than we can imagine. One day, even your next client might ask their AI who the best architect is. Biases will not matter. We’re preparing for that inevitability. Our systems, our workflow, our discipline — everything evolves every week to stay ready. And we refuse to allow the possibility of building anything that we, as a team, don’t consider exceptional. #architecture #futureofdesign #agenticAI #workflow #designexcellence #architecturestudio

From foundation to icon. A cinematic Al-generated timelapse re-imagining how Mumbai’s most ambitious residence could rise — layer by layer. This visual journey explores the conceptual construction of Antilia, from raw structural stages to its final monumental presence on the skyline. Tools used: @klingai_official @davinciresolvestudios #ai #architecture #interiordesign

RAG Architecture Explained for Beginner! 📌 Work on End-to-End Projects on Agentic AI, Gen AI which can help you Showcase them as Internship, POC, Freelancing or Consulting Experience in Your Resume 📌 What You’ll Master: ✅ MCP | LangChain | LangGraph ✅ AWS & Azure ✅ Prompt Engineering, & RAG ✅ Agentic AI & Multi-Agent Systems ✅ Python | MySQL | Postgres ✅ Snowflake | LLMOps | SLMs 📌 Registrations Open for Upcoming Live Cohort Batch: •⁠ ⁠Learn On-Demand AI Skills from Basics to Job-Level •⁠ ⁠⁠Get Projects for Your Resume •⁠ ⁠⁠Get Project Certificate •⁠ ⁠⁠Job-Simulation Environment •⁠ ⁠⁠Interview Prep with STAR Method 🚀 No Cost EMI Options 📌 For More Details WhatsApp Us: +919644466222 ✅ Link in Bio / Visit Our Website: https://bepec.in/courses/artificial-intelligence-course-bangalore/ #promptengineering #rag #contextengineering #agenticai #generativeai #ai #artificialintelligence #machinelearning #aiagents #managers #engineering #tech #careers #innovation #computervision #robotics #deeplearning #neuralnetworks #pythonprogramming #sql #datascience #aicareer #whatisai

ArchiGPT is here—an AI tool made for architects by @archivinciai Get 30% off on Annual Plans! Only valid until October 31st. Code: YEARLY30 🚨 Link 🔗: (archivinci.com) to get started⁠!⁠ In this reel, I’ll show you 4 powerful features that can save you hours: – AI image editing – Moodboard to render – View shifting with just one image – Image to 2D drawing Whether you design, sketch, or present, this tool makes everything faster and more visual. Comment archi and I’ll send you the link to try it out. Video Credit: @world.arch.inc⁠ #architecture #moodboards #interiordesign #ai