HCISD AI Application
Currently an internal AI-powered application designed to help improve efficiency for administrators across Harlingen CISD, which serves over 16,000 students across more than 30 campuses.
Overview
The HCISD AI Application is a district-wide platform that leverages cutting-edge AI technology to provide personalized learning experiences, administrative insights, and intelligent educational support.
Tech Stack
- Frontend: React + Vite
- Backend: Firebase (Auth, Firestore, Functions)
- AI Engine: Google Vertex AI with Genkit
- Additional Services: Google Workspace Integration
Key Features
For Students
- Personalized AI tutoring and learning assistance
- Instant feedback on assignments
- Adaptive learning pathways
For Teachers
- AI-powered lesson planning assistance
- Automated grading support
- Student progress analytics
For Administrators
- District-wide analytics dashboard
- Resource allocation insights
- Policy and guideline integration
Implementation Highlights
- TEKS Integration: Aligned with Texas Essential Knowledge and Skills standards
- RAG with Weaviate: Custom knowledge base incorporating district policies and internal documentation
- Multi-Agent Orchestration: Role-based chat flows for different user types
- Google Workspace Integration: Seamless connection with Google Drive and Sites
Impact
Working with Dr. Jessica Hruska (HCISD Director of Innovative Practices) and external partners including Google's education team, this application is pioneering AI implementation in K-12 education in Texas.
Current Status
Active development and deployment across HCISD campuses, with ongoing collaboration with Region 16 ESC and Google for Education.
