Update app.py
Browse files
app.py
CHANGED
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from g4f.Provider.hf_space import BlackForestLabsFlux1Dev, G4F, BlackForestLabsFlux1Schnell
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import asyncio
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from flask import Flask, request, jsonify, Response, render_template
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app = Flask(__name__)
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class IMG:
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def __init__(self, prompt: str, width: int = 1024, height: int = 1024, guidance_scale: float = 3.5, seed: int = 0):
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self.prompt = prompt
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self.width = width
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self.height = height
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self.guidance_scale = guidance_scale
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self.seed = seed
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self.messages = [{"role": "user", "content": self.prompt}]
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async def _run_async_generator(self, generator):
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"""Runs the async generator and extracts image URLs safely."""
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results = []
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try:
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async for result in generator:
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if hasattr(result, "images") and isinstance(result.images, list):
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results.extend(result.images)
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else:
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results.append(str(result)) # Convert non-image responses to string
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except Exception as e:
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print("Error processing response:", e)
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return results
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def _generate_images(self, provider_class, model):
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"""Generic method to fetch images from any provider."""
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async def main():
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try:
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async for result in provider_class.create_async_generator(
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model=model, messages=self.messages,
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width=self.width, height=self.height,
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guidance_scale=self.guidance_scale, seed=self.seed
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):
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yield result
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except Exception as e:
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print(f"Error generating images from {model}:", e)
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yield f"Error: {e}"
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return asyncio.run(self._run_async_generator(main()))
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def BlackForest(self,model="black-forest-labs-flux-1-dev"):
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if model in BlackForestLabsFlux1Dev.get_models():
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pass
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else:
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model = "black-forest-labs-flux-1-dev"
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return self._generate_images(BlackForestLabsFlux1Dev, model)
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def FluxMidJourny(self,model="flux"):
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if model in G4F.get_models():
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pass
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else:
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model = "flux"
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return self._generate_images(G4F, model)
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def BlackForestSchnell(self,model="black-forest-labs-flux-1-schnell"):
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if model in BlackForestLabsFlux1Schnell.get_models():
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pass
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else:
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model = "black-forest-labs-flux-1-schnell"
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return self._generate_images(BlackForestLabsFlux1Schnell, model)
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@app.route("/generate/image", methods=["POST"])
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def generate_image():
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data = request.json
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prompt = data.get("prompt")
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model = data.get("model", "black-forest-labs-flux-1-dev")
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width = data.get("width", 1024)
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height = data.get("height", 1024)
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guidance_scale = data.get("guidance_scale", 3.5)
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seed = data.get("seed", 0)
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provider = data.get("provider", "flux")
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if not prompt:
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return jsonify({"error": "prompt is required"}), 400
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def GenerateImage():
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img = IMG(prompt, width, height, guidance_scale, seed)
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if provider == "blackforestlabs":
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return img.BlackForest(model)
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elif provider == "flux":
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return img.FluxMidJourny(model)
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elif provider == "blackforestlabs-schnell":
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return img.BlackForestSchnell(model)
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result = GenerateImage()
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print(result)
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return jsonify({"Result" : result}), 200
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@app.route("/providers", methods=["GET"])
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def get_providers():
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return jsonify({"providers": ["blackforestlabs", "flux", "blackforestlabs-schnell"]}), 200
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@app.route("/generate/image/model", methods=["POST"])
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def get_models():
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data = request.json
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provider = data.get("provider", "blackforestlabs")
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if provider == "blackforestlabs":
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return jsonify({"models": BlackForestLabsFlux1Dev.get_models()}), 200
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elif provider == "flux":
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return jsonify({"models": G4F.get_models()}), 200
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elif provider == "blackforestlabs-schnell":
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return jsonify({"models": BlackForestLabsFlux1Schnell.get_models()}), 200
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return jsonify({"error": "provider not found"}), 404
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@app.route("/", methods=["GET"])
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def index():
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return render_template("index.html")
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if __name__ == "__main__":
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app.run(host="0.0.0.0", port=7860)
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