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bafe111
1
Parent(s):
3b241b7
add image_generator tool
Browse files- .gitignore +3 -0
- app.py +2 -1
- tools/image_generator.py +31 -0
.gitignore
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.venv
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__pycache__
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.gradio
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app.py
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@@ -6,6 +6,7 @@ import yaml
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from tools.final_answer import FinalAnswerTool
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from tools.visit_webpage import VisitWebpageTool
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from tools.web_search import DuckDuckGoSearchTool
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from Gradio_UI import GradioUI
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@@ -59,7 +60,7 @@ with open("prompts.yaml", 'r') as stream:
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agent = CodeAgent(
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model=model,
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tools=[visit_webpage, web_search, final_answer], ## add your tools here (don't remove final answer)
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max_steps=6,
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verbosity_level=1,
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grammar=None,
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from tools.final_answer import FinalAnswerTool
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from tools.visit_webpage import VisitWebpageTool
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from tools.web_search import DuckDuckGoSearchTool
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from tools.image_generator import ImageGeneratorTool
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from Gradio_UI import GradioUI
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agent = CodeAgent(
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model=model,
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tools=[visit_webpage, web_search, final_answer, image_generation_tool], ## add your tools here (don't remove final answer)
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max_steps=6,
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verbosity_level=1,
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grammar=None,
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tools/image_generator.py
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from smolagents.tools import Tool
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from PIL.Image import Image
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class ImageGeneratorTool(Tool):
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name = "image_generator"
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description = "Generates an image based on your query."
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inputs = {
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"query": {
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"type": "string",
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"description": "The query to generate an image for.",
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}
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}
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output_type = "any"
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def __init__(self, **kwargs):
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super().__init__()
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try:
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from huggingface_hub import InferenceClient
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except ImportError as e:
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raise ImportError(
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"You must install package `huggingface_hub` to run this tool: for instance run `pip install huggingface_hub`."
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) from e
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self.client = InferenceClient("black-forest-labs/FLUX.1-dev")
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def forward(self, query: str) -> Image:
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image: Image = self.client.text_to_image(query)
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if image is None:
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raise Exception("No results found! Try a less restrictive/shorter query.")
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return image
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