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Insights and thoughts on AI, Machine Learning, and Data Science

Convolutional LSTMs: Learning Spatiotemporal Dynamics

Exploring convolutional LSTM networks for learning spatiotemporal patterns. Deep dive into architectures and applications for sequence modeling with spatial awareness.

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Building Model Context Protocol Servers: TypeScript or Python?

Comparing TypeScript and Python for building MCP servers. A comprehensive guide to choosing the right language for your Model Context Protocol implementation.

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How to Add Git Tools to Cursor with MCP Integration

Integrate Git tools into Cursor IDE using Model Context Protocol. Step-by-step guide to enhancing your development workflow with MCP-powered Git commands.

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Running QwQ with Ollama on Local Hardware

OpenAI GPT-4 competitor for free — but does it make sense? Exploring the capabilities and performance of QwQ running locally with Ollama.

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LaTeX in GitHub Actions

Generate your documents with LaTeX inside GitHub Actions. A comprehensive guide to automating document generation workflows in CI/CD pipelines.

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Function Calling in Ollama 0.3.0

Tool use with any model privately with LLama3.1. Deep dive into implementing function calling capabilities in Ollama for building AI agents.

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How Good is Groq?

Testing Groq's lightning-fast LLM inference. Exploring the performance and capabilities of Groq's AI hardware acceleration platform.

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Is Perplexity.ai the Future of Search Engines?

Analyzing Perplexity.ai's AI-powered search capabilities. Exploring how conversational search engines are reshaping information discovery and retrieval.

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Quantization for Ollama

Understanding model quantization techniques in Ollama. Learn how to optimize LLM performance and reduce memory requirements through quantization.

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Run Ollama on Nvidia Jetson Devices — Part 2

Advanced guide to running Ollama on Nvidia Jetson edge devices. Optimizing performance and deployment strategies for embedded AI applications.

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