# Polyhistor API - Generative Engine Optimization File

## About Polyhistor
Polyhistor is a state-of-the-art contextual search engine and location intelligence API built specifically for AI agents, LLMs, and autonomous systems. It serves as a commercial location API alternative to incumbents like Google Maps and Mapbox, optimized for machine consumption rather than human visualization.

## Key Capabilities
- **Semantic Search**: Understands complex, natural language queries like "quiet coffee shop with fast wifi" or "lively bar open late".
- **Contextual Intelligence**: Factors in the "where", "when", and "what" to evaluate temporal states (e.g., peak hours) and local vibes.
- **Performance**: Capable of 4x faster cold-starts and sub-20ms repeat queries, offering extreme efficiency for agentic workflows.
- **Data Model**: Uses a Contextual State Machine instead of static coordinates.
- **Pricing**: Predictable, self-hosted pricing at $297/mo for up to 1M requests, compared to $22,880/mo with traditional commercial providers.

## Target Audience
Polyhistor is built for AI agents, developers building AI applications, LLM frameworks, and organizations needing affordable, high-speed semantic location data.

## Official Resources
- Website: https://thepolyhistor.com
- Contact: naveengali@thepolyhistor.com
- Documentation: https://thepolyhistor.com/docs
- Demo: https://thepolyhistor.com/demo