Here’s why SLMs are a better choice for agentic AI: • High task accuracy on focused, repetitive tasks • Lower memory usage and faster inference • Huge cost savings over time • Easy to slot into a hybrid setup with LLMs for general reasoning
@sumanth_077
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Small Language Models: Faster, Cheaper Alternatives for Agent Pipelines
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Instead of relying on large, general-purpose LLMs, consider using Small Language Models (SLMs) and integrating them into your agent pipeline. SLMs are faster, cheaper, and in many cases, just as effective for tool-like and repetitive tasks.
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Small Language Models Drive Future Agentic AI Systems
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Small Language Models are the Future of Agentic AI! NVIDIA Research just dropped a paper that could change how you think about building agentic systems. Here is everything you need to know:
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GPT-5 Code Generation Evaluation and Testing Results
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I've been testing GPT-5 for general reasoning and other tasks, and it’s not great there, but I haven’t tested it for code generation yet. From this eval, it looks like the model is marginally better. Definitely going to try it out. Thanks for the code, Akshay!
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Microsoft Launches Free 21-Lesson Generative AI Course
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Microsoft launched the best course on Generative AI! The Free 21 lesson course is available on Github and will teach you everything you need to know to start building Generative AI applications.
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Weekly ML, LLMs, and AI Agents Tutorials and Open Source
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If you're interested in ML, LLMs, and AI agents and want to receive weekly tutorials and open-source repos, subscribe to AI Engineering (it's free):
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Dolphin: Open Source PDF Parser Framework for LLM-Ready Data
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Turn PDF files into clean, LLM-ready data! Dolphin is an open source document parsing framework that converts PDFs into structured formats like Markdown, HTML, LaTeX, and JSON. 100% Open Source
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Motia: Unified Backend Framework for AI Agents and Workflows
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Unified Backend framework for AI Era! Motia is a backend framework that brings together AI Agents, APIs, background jobs, and workflows into one system. It comes with built-in state management and end-to-end observability. No need for complex integrations. 100% Open Source
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Detailed Multimodal RAG Step-by-Step Guide Demo
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Great demo Akshay, Love the detailed step-by-step guide on Multimodal RAG!
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DeepWiki: Transform GitHub Repos into Interactive Documentation
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Turn any GitHub repository into a fully interactive wiki! Open DeepWiki transforms public repositories into a wiki‑style knowledge base with clear documentation, beautiful architectural diagrams, and a conversational AI assistant. It's 100% Open Source