new tutorial just dropped covering how local llms work and all the runtime fundamentals
OPEN SOURCE
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Local LLMs 101: Understanding GPU Processing and Architecture
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– local llms 101 – tired of guides that just tell you to run a script and call it a day?
– want to actually know what your GPU is doing, not just trust a black box?
– here's what really happens when you run a local LLM
– what gets loaded, why, and how it all fits together
– no -
Open Source Context Engineering Template for AI Agents
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Context Engineering Template for AI Agents. 100% Opensource.
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Error Handling in AI Prompts
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Ninth discovery: error handling is built into prompts. Anthropic anticipates edge cases and tells Claude how to handle them. If the input data is:
– Incomplete: State what's missing and make reasonable assumptions
– Contradictory: Identify the contradiction and -
Anthropic’s Thinking Tags for Complex Reasoning
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Fifth discovery: they use thinking tags for complex reasoning. When the task requires multi-step logic, Anthropic explicitly asks Claude to show its work. Before answering, wrap your reasoning in tags.
Include:
– Assumptions you're making
– Alternative -
100+ Free Open Source AI Agents and RAG Tutorials
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Stay tuned for more such interesting posts → @Saboo_Shubham_ I have created 100+ AI Agents and RAG tutorials, 100% free and opensource. P.S: Don't forget to star the repo to show your support
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VibeKit: Secure Sandbox for Running AI Coding Agents
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Run Gemini CLI, Codex, Grok and Claude Code in a secure sandboxes. VibeKit lets you run AI coding agents in Docker containers with secret redaction and real-time observability baked in. 100% offline, local, and Opensource.
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Vibe Coded App Using Fal on Hugging Face Spaces
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Vibe coded app using Fal: https://
huggingface.co/spaces/akhaliq
/Ovi
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Ovi Application on Hugging Face Spaces by Akhaliq
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App: https://
huggingface.co/spaces/akhaliq
/Ovi
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Managing Python Package Versions: v1 to v2 Migration Guide
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Now only know there is v1 and v2 version. I use to just pip install and start using it. Have to go and check. Will upgrade if required. Thanks.