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README.md
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from diffusers.modular_pipelines import ModularPipelineBlocks
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gemini_block = ModularPipelineBlocks.from_pretrained(
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gemini = gemini_block.init_pipeline()
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output = gemini(prompt="a dog sitting by the river, watching the sunset")
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print(f"{output.values['prompt']=}")
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# Gemini Prompt Expander
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A custom ModularPipelineBlocks that uses Google's Gemini API to expand short prompts into detailed, vivid image generation prompts.
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## Requirement
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Install the Google Generative AI package:
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```bash
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pip install google-generativeai
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```
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## Setup
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Get your Gemini API key from [Google AI Studio](https://aistudio.google.com/apikey) and set it as an environment variable:
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```bash
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export GOOGLE_API_KEY="your-api-key-here"
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```
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## Usage
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```python
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from diffusers.modular_pipelines import ModularPipelineBlocks
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gemini_block = ModularPipelineBlocks.from_pretrained(
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gemini = gemini_block.init_pipeline()
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output = gemini(prompt="a dog sitting by the river, watching the sunset")
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print(f"{output.values['prompt']=}")
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```
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## Use in Mellon
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This block includes a `mellon_pipeline_config.json` for use with [Mellon](https://github.com/cubiq/Mellon):
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1. Drag a **Dynamic Block Node** from the ModularDiffusers section
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2. Enter `diffusers-internal-dev/gemini-prompt-expander` as the repo_id
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3. The node will transform to show the prompt input and expanded prompt output
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