Enhanced Metadata
Improve topic tags, cognitive mode, and tone analysis

Gemini analyzes conversations to extract more accurate and detailed metadata, improving the quality of your training data and enabling better model performance.

Cognitive Analysis
Advanced psychological profiling

Perform deep cognitive analysis to understand psychological patterns, communication styles, and reasoning approaches in your conversations.

Alternative Responses
Generate response variations for training diversity

Create multiple alternative responses for each conversation, increasing the diversity of your training data and improving your model's ability to generate varied outputs.

Training Data Generation
Generate enhanced training datasets with Gemini

Use Gemini to pre-process your entire conversation dataset, enhancing metadata, generating alternatives, and performing cognitive analysis at scale. The enhanced data can be exported as JSONL files for model training.

Enhanced metadata extraction
Deep cognitive analysis
Alternative response generation
Truth vector analysis
Data Quality Analysis
Analyze and improve training data quality

Gemini analyzes your training data to identify strengths, gaps, and areas for improvement. Get detailed recommendations to enhance your dataset and improve model performance.

Quality score calculation
Dataset strengths identification
Specific improvement recommendations