# Image Generation V2

Generation using FIBO models

## Generate Image - Tailored Model (V2)

 - [POST /image/generate/tailored](https://docs.bria.ai/tailored-generation/image-generation-v2/image-generate-tailored-v2.md): Description

Generates a new image using a tailored model trained using the FIBO training version.

This endpoint translates your input (prompt and/or structured_prompt) into a structured JSON prompt using the state-of-the-art Gemini 2.5 Flash VLM bridge. It internally uses the model's visual schema (backbone) to ensure the generated image matches your trained visual identity.

The response includes both the final image_url and the structured_prompt (JSON).

Input Combination Rules
The request body must include one of the following mutually exclusive combinations:
* prompt: Generates a new image from text.
* structured_prompt: Recreates a previous image exactly (requires seed).
* structured_prompt + prompt: Refines a previous image using new text instructions.

Model Compatibility:
- Supports ONLY models with training_version = 'fibo'.
- Legacy models (light, max, bria-2.3, bria-3.2) are NOT supported here.

## Generate Structured Prompt - Tailored Model (V2)

 - [POST /structured_prompt/generate/tailored](https://docs.bria.ai/tailored-generation/image-generation-v2/structured-prompt-generate-tailored.md): Description

Creates a new detailed, machine-readable structured prompt in JSON format or refines an existing one using text inputs and a tailored model's visual schema (backbone).

This endpoint uses the state-of-the-art Gemini 2.5 Flash VLM bridge. The tailored model's visual schema is provided as input to Gemini along with the user prompt to generate the structured prompt. 

It returns ONLY the JSON string and does not generate an image.

Use Cases:
 Control & Auditability: Inspect or programmatically edit the JSON before* generating an image.
* Consistency: Generate one structured_prompt and pass it to /image/generate/tailored multiple times.
* Hybrid Deployment: Use Bria's VLM bridge via API while hosting the FIBO image model on a private cloud.

Input Combination Rules
The request body must use exactly one of the following combinations:
* Text Only: prompt
* Structured Prompt and Text: structured_prompt and prompt (Refinement)

Model Compatibility:
- Supports ONLY models with training_version = 'fibo'.
- Legacy models are NOT supported.