Academic Paper Search Tool: How Paper Search MCP Revolutionizes Research Workflows

1 months ago 高效码农

Paper Search MCP — A Practical Guide for Researchers and Developers Academic research often begins with a familiar challenge: finding reliable and up-to-date papers across multiple sources. Researchers may spend hours moving between platforms like arXiv, PubMed, or bioRxiv, only to repeat similar searches and manually organize results. Paper Search MCP was built to change this experience. This guide offers a complete walkthrough of what Paper Search MCP is, what it can do, how to install and configure it, and how it fits into different research and development scenarios. The goal is simple: provide you with a clear, trustworthy, and …

Microsoft Azure AI Foundry Deep Research Tool: Automating Complex Workflows with GPT & Bing Integration

3 months ago 高效码农

Microsoft Azure AI Foundry Deep Research Tool: Automating Complex Analysis with AI How Microsoft’s specialized AI system combines GPT models with Bing search to automate multi-step research workflows 1. What Is the Deep Research Tool? Microsoft’s Deep Research tool (core engine: o3-deep-research) within Azure AI Foundry solves complex research tasks through a three-component architecture: GPT-4o/GPT-4.1 models: Clarify user intent Bing search integration: Retrieve current web data o3-deep-research model: Execute step-by-step reasoning When users submit research questions (e.g., “Compare quantum vs. classical computing for drug discovery”), the system first clarifies requirements via GPT models, then gathers authoritative data through Bing, and …