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44 posts tagged "GenAI"
Chunking is the unsung hero of RAG systems.
Chunking is the unsung hero of RAG systems. Everyone talks about retrieval. Few talk about how you prepare the data you’re retrieving. But here’s the thing: If your LLM gives vague, irrelevant, or hallucinated answers—it’s often not the model’s fault. It’s the chunking. Let’s...
At some point, LLMs stop just getting better - and start getting weirdly smarter.
At some point, LLMs stop just getting better - and start getting weirdly smarter. This idea - called emergent abilities - is not just AI hype. It is one of the most fascinating shifts happening as we scale language models. Researchers from Google and Stanford recently dug into...
LangChain just dropped something big:
LangChain just dropped something big: Open Deep Research an autonomous agent built for long-form, reliable research. This is not just a wrapper around web search. It is a modular, multi-agent system that scopes, investigates, and synthesizes knowledge with real structure....
Agentic RAG Systems: The Next Evolution of Retrieval-Augmented Generation
Agentic RAG Systems: The Next Evolution of Retrieval-Augmented Generation 𝐓𝐫𝐚𝐝𝐢𝐭𝐢𝐨𝐧𝐚𝐥 𝐑𝐀𝐆 𝐬𝐲𝐬𝐭𝐞𝐦𝐬 𝐟𝐨𝐥𝐥𝐨𝐰 𝐚 𝐥𝐢𝐧𝐞𝐚𝐫 𝐩𝐚𝐭𝐡: 𝐈𝐧𝐩𝐮𝐭 → 𝐕𝐞𝐜𝐭𝐨𝐫 𝐒𝐞𝐚𝐫𝐜𝐡 → 𝐏𝐫𝐨𝐦𝐩𝐭 → 𝐑𝐞𝐬𝐩𝐨𝐧𝐬𝐞. But with Agentic RAG, we unlock modular...
Top Agentic AI Architectures You Should Know
Top Agentic AI Architectures You Should Know Agentic AI is no longer just a concept - it is the foundation of how smarter AI systems are being built today. Whether you are an AI engineer, automation architect, or building LLM -powered products, understanding Agentic Architecture...
This dad is truly the unsung hero of corporate innovation, burning budgets one Gen AI PoC at a time.
This dad is truly the unsung hero of corporate innovation, burning budgets one Gen AI PoC at a time. Follow me if you are looking for an honest, sarcastic and funny perspective on technology and workplace. Hit the 🔔 on my profile to get a notification for all my new posts.
NEW!
NEW! Salesforce is taking a bold step forward with Agentforce, their new platform for building autonomous AI agents. This isn’t just about predictive or generative AI — Agentforce is about autonomous agents that can truly transform how businesses operate. Imagine Sales and...
💡 Before tackling hallucinations, it's important to know their causes so you can fix the right part.
💡 Before tackling hallucinations, it's important to know their causes so you can fix the right part. Here's a quick overview: ⛳ Hallucinations can stem from data, training, or inference, each with its own subcategories. Check out the infographic below for a detailed breakdown....
AI terminology, explained and organized in layman’s terms, in <2 minutes:
AI terminology, explained and organized in layman’s terms, in <2 minutes: Artificial Intelligence (AI) ↪ A broad concept of machines mimicking human intelligence, around since the 1950s. Narrow AI ↪ AI systems designed to perform a specific task without the ability to generalize...