Design LOCAL AI Agent using Python, Ollama & Strands - Agent as a TOOL - Multi Agent Orchestration

Description

Build a Multi-Agent AI Cryptocurrency Analysis System using Strands Agents, Gemini, and Tavily API. In this tutorial, we create an AI-powered cryptocurrency research agent that automatically analyzes crypto news, market sentiment, price trends, and investment risks. Using a collaborative multi-agent architecture, specialized AI agents work together to generate a professional cryptocurrency market report. This project demonstrates how to build AI agents with tool calling, coordinate multiple agents with a main orchestrator agent, and implement an AI debate agent to critique investment insights. Technologies used: - Strands Agents Framework - Google Gemini LLM & Ollama - Tavily Search API - CoinGecko Crypto API Topics covered: - Multi-Agent AI Systems - LLM Tool Calling - AI Agent Orchestration - AI Agents Architecture - Agent as a Tool Perfect for AI Engineers, Machine Learning Engineers, and developers learning to build real-world AI agent systems. 🔥 Related Playlists: - AI Concepts Explained - https://www.youtube.com/playlist?list=PL0x86ZW374m2PonqMi8o0TcrHds7AuaT0 - AI Engineering Development - https://www.youtube.com/playlist?list=PL0x86ZW374m0w7AICEqYzPhtnMNzON7Sq - Multimodal Fullstack RAG - https://www.youtube.com/playlist?list=PL0x86ZW374m3uIp_WWOg-jjf-EyXr5KEn - Practical AI Agents Development❤️ - https://www.youtube.com/playlist?list=PL0x86ZW374m3yeuDQ0iJ7KWRoYo1RqhvF - Deploy AI Agents - https://www.youtube.com/watch?v=qHV7GEIGVX0 - Higher CTC Skills - https://www.youtube.com/watch?v=6vr3j5GlwZA 1-1 Session with me: https://topmate.io/yesdeepakmittal Code: https://github.com/yesdeepakmittal/awesome-genai-apps/blob/main/code/ai-agent-crypto-analysis.py 00:00 Overview of Multi Agent System 01:50 Cordinator Agent 06:44 Hands-on Using Python 14:05 Ollama as a Docker Container 🛠️ Related Keywords and tags(for SEO): #aiengineering #rag #llm #transformer #coding #openai #ai #genai #nlp #aiinhindi #generativeai #localllm #ollama #trending #viral #python #datascience #aiagent llm explained, transformers, natural language processing, vector databases, ai agent, midjourney, vibe coding, github copilot, nlp, data science, ai tools, trending, ollama, prompt engineering, prompt engineering course,ai prompt engineering, ai tutorial, generative ai, learn python, llms, gen ai course,