DILI Model Update: Introduced new models for Drug-Induced Liver Injury (DILI), enhancing predictive accuracy and coverage.

Optimized RAG Logic: Implemented logic to bypass retrieval-augmented generation (RAG) when the source content fits within the context window, enhancing efficiency.

Enhanced Document Retrieval: Improved the performance of document retrieval processes for RAG queries, ensuring faster and more accurate results.

Expanded Model Support: Added support for multiple models and introduced new model configurations to provide greater flexibility and customization.

Reranker Scores: Published reranker scores within the response object for better transparency and evaluation.

Score Contribution: Updated score contribution to be represented as a list of floats, improving clarity and precision.

Token Settings Override: Introduced functionality allowing users to override maximum token settings, offering more control over query processing.

Automatic Embedding Creation: Enabled automatic creation of embeddings for tables uploaded directly into Composer, streamlining data integration.

API Usage Tracking: Implemented tracking for API tokens to monitor their last usage, improving security and usage insights.

Custom HTML App Uploads: Enabled the upload of custom HTML applications, enhancing flexibility and customization options.

CSV Model Creation: Support was added to create classification models directly from CSV files, streamlining the model development process.

RAG Skip Option: Introduced an option to skip retrieval-augmented generation (RAG) when unecessary, optimizing processing time.

Role-Based Connector Management: Implemented role requirements for managing connectors within the data fabric, enhancing security and control.

SMILES Tagging: Enabled SMILES format tagging for documents in Layar, improving chemical data representation.

Spreadsheet Classification Model Support: Added features to support spreadsheet models and track the progress of model creation, enhancing usability and monitoring.

Rerank Score Visibility: Made rerank scores visible in response objects, providing greater transparency and insight.

Data Fabric Member Permissions: Restricted CRUD operations for users with read-only access, ensuring proper permission management.