Weekly Update #4

Weekly Update: Key Progress & Enhancements

Here’s a roundup of the major accomplishments this week:

1. LTI Integration and Framework Completion

We successfully implemented LTI (Learning Tools Interoperability) for seamless authentication and integration with external learning management systems.

  • The LTI framework is now complete, enabling smooth collaboration with platforms that support LTI standards.

2. Enhanced Text and Knowledge Generation

Significant improvements were made in text and knowledge-based workflows:

  • Text Generation: Streamlined and enhanced for better performance and reliability.
  • Knowledge Graph Generation (KG-RAG): Developed a robust system for generating knowledge graphs from ingested documents, enabling deeper contextual insights.
  • Optimized Embeddings: Introduced separate embedding models for efficiency:
    • nomic-embed-text-v1.5 for embedding.
    • bge-reranker-v2-m3 for re-ranking lookups in the vector database, improving query accuracy.

3. Hatchet Dashboard Deployment

We launched the Hatchet Dashboard, a powerful admin tool that provides a detailed view of requests and workflows.

  • Admins can now monitor, analyze, and manage data pipelines efficiently, ensuring smoother operations across the platform.

4. Q/A and RAG Agent Integration

The platform now supports:

  • Question-Answering (Q/A): Accurate responses generated from ingested documents.
  • RAG Agent Responses: Integrated retrieval-augmented generation for improved results in document-based queries.

5. kora.ac Full Supabase Integration

The kora.ac platform is now fully integrated with Supabase, featuring:

  • Rate Limiting: Ensuring fair and efficient resource usage.
  • Security Enhancements: Comprehensive protections against potential exploits.

6. Comprehensive Testing

Testing milestones achieved:

  • LTI Integration Tests: Complete coverage using Jest, ensuring reliability across integrations.
  • tryKORA Tests: Full Jest test coverage, including:
    • API Rate Limits
    • Database operations
    • Security and Exploit Testing
    • Codebase Logic (e.g., parsing, utils, helper functions)

These updates showcase our dedication to creating a robust, efficient, and secure platform for users. Stay tuned as we continue pushing toward our next milestones!