Submit prompts and generate responses with model inference
Inference refers to the process of generating an output from an input provided to a model.
Amazon Bedrock offers a suite of foundation models that you can use to generate outputs of the following modalities. To see modality support by foundation model, refer to Supported foundation models in Amazon Bedrock.
| Output modality | Description | Example use cases |
|---|---|---|
| Text | Provide text input and generate various types of text | Chat, question-and-answering, brainstorming, summarization, code generation, table creation, data formatting, rewriting |
| Image | Provide text or input images and generate or modify images | Image generation, image editing, image variation |
| Video | Provide text or reference images and generate a video | Video generation, image conversion to video |
| Embeddings | Provide text, images, or both text and images and generate a vector of numeric values that represent the input. The output vector can be compared to other embeddings vectors to determine semantic similarity (for text) or visual similarity (for images). | Text and image search, query, categorization, recommendations, personalization, knowledge base creation |
