Agent-to-Agent (A2A) Protocol: The Future of Multi-Agent Systems
Author(s): Alok Ranjan Singh Originally published on Towards AI. Understanding A2A, agent communication protocols, and the future of distributed AI systems Most teams aren’t struggling to build AI agents anymore. They’re struggling to live with the ones they already built. The same …
Enhancing RAG: The Critical Role of Context Sufficiency
Author(s): Alok Ranjan Singh Originally published on Towards AI. RAG (Retrieval-Augmented Generation) is one of the most exciting ways to make language models more knowledgeable, but relevance alone isn’t enough. Many developers and researchers assume that if a document is relevant, the …
🧠 Implementing RAG from Scratch in Google Colab
Author(s): Alok Ranjan Singh Originally published on Towards AI. 🧠 Implementing RAG from Scratch in Google Colab > Build your own Retrieval-Augmented Generation (RAG) system in Google Colab — understand how LLMs retrieve, reason, and respond with real facts. 💡 Why I …
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