Next-Gen AI Agents: MCP Agent Development in Collaboration with LastMile AI скачать в хорошем качестве

Next-Gen AI Agents: MCP Agent Development in Collaboration with LastMile AI

Building the Future of AI Agents: MCP Agent & Deep Research with LastMile AI In this AI Alliance Office Hours session, Andrew from LastMile AI presents the open-source MCP Agent framework and its role in powering the Finance Deep Research Project 💹, a collaboration between LastMile AI and the AI Alliance. Discover how Model Context Protocol (MCP) enables orchestration across multiple large language models (LLMs) 🧠, connecting them to real-world data sources and tools for deep, multi-step reasoning. Andrew demonstrates how MCP Agent drives AI-powered financial research, dynamically generating, verifying, and executing plans with sub-agents, while managing memory, reflection, and budgets for complex, long-running queries. 🎯 What You’ll Learn How MCP Agent orchestrates LLMs and enables tool-calling Architecture of Deep Research AI Agents for finance Why 2025 is shaping up as the year of production-grade AI agents Inspiration from Anthropic’s Orchestrator Workflow for open-source design Techniques for reflection, memory management, and dynamic sub-agents Managing compute budgets, verification, and real-time replanning Live demo: generating a financial report on Meta (NASDAQ: META) using MCP Agent 👥 About the Speakers Andrew, Co-Founder of LastMile AI, formerly led ML infrastructure product teams at Facebook AI, building tools for production-ready AI systems. Hosted by Dave Nielsen (IBM / AI Alliance), exploring practical implementations of open-source AI research. 🔗 Resources & Links Deep Research Blog: https://thealliance.ai/blog/deep-rese... MCP Agent on GitHub: https://github.com/lastmile-ai/mcp-agent AI Alliance: https://thealliance.ai 🧠 Key Topics MCP Agent, AI Agents, Finance AI, Deep Research, Model Context Protocol, Anthropic, Open Source AI, AI Alliance, LastMile AI, LLM Orchestration, Agentic AI, AI Automation, Multi-Agent Systems, AI for Finance, Open Innovation 📺 Series AI Alliance Office Hours — weekly sessions exploring open-source AI research, projects, and practical implementations across member organizations including IBM, Meta, ServiceNow, and LastMile AI. #MCPAgent #AIAgents #ModelContextProtocol #FinanceAI #DeepResearchAI #LLMOrchestration #AgenticAI #OpenSourceAI #AIAlliance #LastMileAI #AIAutomation #MultiAgentSystems #AIForFinance #OpenInnovation #ProductionGradeAI #AIResearch #AIProjects