Rajneesh Aggarwal @rajneeshagrawal
Interested in #deeplearning and #machinelearning. Writer at Medium (https://t.co/Zl827yuHYw…). Founder at Edhas International. Co-founder @leadkaro leadkaro.com India Joined April 2009-
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Designing multimodal systems is challenging. To build with the community we’re sharing the design behind TensorStream - a convenient tensor-like interface for interleaved multimodal data. Internally our training and inference code is built on top of this. perceptron.inc/blog/tensorstr…
🏖️ Summarization Middleware As agent loops get long (either because lots of messages or lots of tool calls) you want to summarize what has occurred so you don’t overflow context (and break your workflow). LangChain's new middleware automatically summarizes history to keep you…
How to Build AI Agents by @OpenAI 🔖 Bookmark for later
🤖🔌 DeepMCPAgent A powerful tool for dynamic MCP tool discovery and agent development. Built with LangChain and LangGraph, it streamlines integration over HTTP/SSE while supporting major LLMs. Check it out! 🚀 github.com/cryxnet/deepmc…
The most important AI paper of 2025 might have just dropped. NVIDIA lays out a framework for Small Language Model agents that could outcompete LLMs. Here’s the full breakdown (and why it matters):
Here's a really good illustration of how it works! Key features: 🤝 Works with LangGraph, LlamaIndex, Agno, CrewAI & AG2 🎯 Event-based protocol with 16 standard event types 💬 Real-time agentic chat with streaming 🧑💻 Human-in-the-loop collaboration 💬 ChatUI & Generative UI
AI agents can finally talk to your frontend! The AG-UI Protocol bridges the critical gap between AI agents and frontend apps, making human-agent collaboration seamless. MCP: Agents to tools A2A: Agents to agents AG-UI: Agents to users 100% open-source.
I just published The Memory Wall: Why Even NVIDIA Can’t Solve AI’s Biggest Problem medium.com/p/the-memory-w… #DeepLearning #AIInfrastructure #MachineLearning #LLMs
At the heart of this paradox is an imbalance between “horizontal” (enterprise-wide) copilots and chatbots—which have scaled quickly but deliver diffuse, hard-to-measure gains—and more transformative “vertical” (function-specific) use cases—about 90 percent of which remain stuck.
Fine-tuning LLM Agents without Fine-tuning LLMs Catchy title and very cool memory technique to improve deep research agents. Great for continuous, real-time learning without gradient updates. Here are my notes:
I just published Understanding the 7-Layer LLM Stack: Where Startups Can Still Win in the AI Gold Rush medium.com/p/understandin… #startup #artificialgeneralintelligence #LLMs #GenerativeAI #ChatGPT5
I just published The Hidden Claude Code Feature That’s Making Senior Developers Obsolete (And Why That’s Good) medium.com/p/the-hidden-c… #claude #AgenticAI #Programming #Development #AIProgramming #GenerativeAI #SoftwareDevelopment
I just published Delegate, Don’t Dictate: How Asynchronous AI Agents Are Freeing Developers from Implementation… medium.com/p/delegate-don… #agenticai #agents #AI #Coding #Development #SoftwareDevelopment
I just published 2025’s Biggest LLM Finetuning Breakthrough That No One Is Talking About medium.com/p/2025s-bigges… #LLMs #finetuning #artificialintelligence #machinelearning #GenerativeAI @UnslothAI
𝘏𝘶𝘮𝘢𝘯𝘴 𝘵𝘩𝘪𝘯𝘬 𝘧𝘭𝘶𝘪𝘥𝘭𝘺—𝘯𝘢𝘷𝘪𝘨𝘢𝘵𝘪𝘯𝘨 𝘢𝘣𝘴𝘵𝘳𝘢𝘤𝘵 𝘤𝘰𝘯𝘤𝘦𝘱𝘵𝘴 𝘦𝘧𝘧𝘰𝘳𝘵𝘭𝘦𝘴𝘴𝘭𝘺, 𝘧𝘳𝘦𝘦 𝘧𝘳𝘰𝘮 𝘳𝘪𝘨𝘪𝘥 𝘭𝘪𝘯𝘨𝘶𝘪𝘴𝘵𝘪𝘤 𝘣𝘰𝘶𝘯𝘥𝘢𝘳𝘪𝘦𝘴. But current reasoning models remain constrained by discrete tokens, limiting their full…
We also applied AlphaEvolve to over 50 open problems in analysis ✍️, geometry 📐, combinatorics ➕ and number theory 🔂, including the kissing number problem. 🔵 In 75% of cases, it rediscovered the best solution known so far. 🔵 In 20% of cases, it improved upon the previously…
Make sure this is VIRAL . पुणे में शहीद कैप्टन विनायक गोर की मां। उनका 3 मिनट का भाषण न सिर्फ सुनने लायक है, बल्कि फैलाने लायक भी हैं। ये संवाद कितनी भी बार सुनना चाहिए। 👏🇮🇳🪷💫 (Mrs Anuradha Gore 🙏🙏🙏)
All Apple facilities are in South India 🇮🇳 which is isolated from action along the Pakistan border. India is a big country, unlike Pakistan we have strategic depth and a resilient and expanding industrial base. India will emerge even stronger after this war with Pakistan…
All Apple facilities are in South India 🇮🇳 which is isolated from action along the Pakistan border. India is a big country, unlike Pakistan we have strategic depth and a resilient and expanding industrial base. India will emerge even stronger after this war with Pakistan…
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