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AI Agents vs. AI Pipelines : A practical guide

AI Agents vs. AI Pipelines
Explore the transformative potential of AI agents and pipelines in coding large language model (LLM) applications. This guide breaks down their key differences, use cases, and implementation strategies using the CrewAI platform, providing practical coding examples for both architectures. Whether you're building interactive AI-powered chatbots or complex data pipelines, this guide will help you understand how to best apply each approach to your projects. Suitable for developers of all skill levels, this accessible guide empowers you to leverage LLMs in creating dynamic, intelligent applications. Get started today with practical, hands-on coding examples!

Learning DSPy:Optimizing Question Answering of Local LLMs

Prompts are programmed and optimized using DSPy
Revolutionize AI! Master question-answering with Mistral NeMo, a powerful LLM, alongside Ollama and DSPy. This post explores optimizing ReAct agents for complex tasks using Mistral NeMo's capabilities and DSPy's optimization tools. Unlock the Potential of Local LLMs: Craft intelligent AI systems that understand human needs. Leverage Mistral NeMo for its reasoning and context window to tackle intricate queries. Embrace the Future of AI Development: Start building optimized agents today! Follow our guide and code examples to harness the power of Mistral NeMo, Ollama, and DSPy.

Ollama Enhances Tool Use for LLMs

woman in white long sleeve shirt using black laptop computer for coding ollama apps with tool calling
Ollama's Game Changer: LLMs Get Superpowers!New update lets language models use external tools! This unlocks a world of possibilities for AI development - imagine data analysis, web scraping, and more, all powered by AI. Dive in and see the future of AI!

Ollama: how to set up a local AI server in your PC:

grayscale photo of llama the mascot of Ollama AI server
In the world of artificial intelligence, the ability to run AI language models locally is a significant advancement. It ensures privacy and security by keeping data within your own infrastructure. One of the tools that make this possible is Ollama. In this guide, we will walk you through the detailed process of setting up a local AI server with Ollama. This step-by-step guide is designed to be informative and engaging, ensuring that you can successfully set up your local AI server, regardless of your technical background.