Production-ready AI agents with domain-specific tools powering theGIST Platform ecosystem.
Agents and tools in libs/*/agents/*.py and libs/*/tools/*.py are automatically discovered and registered at startup.
Intent classification using embedding-based semantic matching with fallback to LLM classification.
Agents operate within their domain boundaries with configurable cross-domain access controls.
Support for OpenAI, Anthropic, Google Gemini, and local models via unified provider interface.
Tools can be composed and chained together for complex multi-step operations.
Full Pydantic validation for parameters with auto-generated JSON schemas.
AI-powered goal planning, tracking, and achievement support.
Intelligent contact and relationship management.
Smart calendar and schedule management.
Generate AI-powered surgical reconstruction recommendations.
Analyze surgical defect images for measurements and assessment.
Generate educational surgical content and learning materials.
Extract structured wound data from voice transcripts.
Search knowledge base documents and retrieve contextual information.
4-step workflow for collecting comprehensive wound assessment data.
Generate surgical recommendations from completed assessments.
Handle image upload and AI-powered analysis.
The GEIST Platform provides production-ready AI infrastructure for building intelligent applications.