PlatformHero.ai

AI-powered search for the modern Power Platform explorer.

About PlatformHero

PlatformHero is a test application for GraphRAG (Graph Retrieval-Augmented Generation), designed to enhance advanced data interaction and analysis using diverse data sources within the Microsoft Power Platform. Ideal for researchers, educators, and data enthusiasts, PlatformHero combines AI-powered search with dynamic data visualization.

Behind the Scenes

Microsoft GraphRAG

A technique that integrates text extraction, network analysis, and LLM-driven summarization for deep insights into text datasets.

Neo4j

A graph database for managing complex data relationships, central to the GraphRAG model.

OpenAI

Provides AI-driven embedding and natural language processing to generate contextual answers.

LangChain

Framework for building applications powered by language models, enabling complex data processing and seamless LLM integration.

Upstash

A Redis-based caching service, implemented to manage rate limits and ensure efficient data handling.

MongoDB

Stores logs for analytics, tracking search trends, and refining the user experience.

Vercel

Hosting for a fast, responsive frontend interface built with Next.js.

Heroku

Backend hosting using FastAPI, allowing for real-time data streaming and scalable infrastructure.

Getting Started

Interactive Search: Visit PlatformHero.ai and enter a query to explore connections and insights.
Customizable Graphs: Visualize and expand graph data relationships using the interactive 3D interface.
Community Knowledge Sharing: Share your blog or Microsoft Power Platform text sources, contributing to a growing knowledge base, at ask@platformhero.ai.

Support & Feedback

We value community feedback and contributions:

Contributions: Expand PlatformHero's knowledge base by sharing links to educational content.
Feedback: Provide input on response accuracy to help refine PlatformHero's capabilities.

Reach out with any questions or feedback at ask@platformhero.ai.

Rate Limits

To maintain optimal performance and prevent misuse, PlatformHero enforces the following rate limits:

Requests per minute: Limited to 4 requests per user.
Daily requests: Capped at 30 requests per user.