Models in Agent Studio

Model components enable you to integrate with various AI models and services in your Agent Studio flows. These components provide access to language models, embedding models, and other AI services.

Model Types

Language Model

• Text Generation: Generate human-like text
• Conversation: Handle conversational interactions
• Code Generation: Generate and explain code
• Translation: Translate text between languages

Embedding Model

• Vector Generation: Create vector embeddings from text
• Semantic Search: Perform semantic similarity searches
• Clustering: Group similar content together
• Classification: Classify text and content

Key Features

• Multiple Providers: Support for various AI model providers
• Model Switching: Switch between different models dynamically
• Custom Models: Integrate your own AI models
• Batch Processing: Process multiple inputs efficiently
• Streaming: Real-time streaming for long responses

Supported Providers

• OpenAI: GPT models, embeddings, and more
• Anthropic: Claude models and capabilities
• Google: PaLM, Gemini, and other Google AI models
• HuggingFace: Open-source models and transformers
• Custom: Your own deployed models

Next Steps

• Language Model - Learn about language model integration
• Embedding Model - Learn about embedding model integration