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app.py
CHANGED
@@ -38,6 +38,7 @@ def user(text_prompt: str, chatbot: List[Tuple[str, str]]):
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def bot(
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google_key: str,
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image_prompt: Optional[Image.Image],
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temperature: float,
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max_output_tokens: int,
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stop_sequences: str,
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@@ -59,7 +60,7 @@ def bot(
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top_k=top_k,
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top_p=top_p)
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-
if image_prompt is None:
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model = genai.GenerativeModel('gemini-pro')
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response = model.generate_content(
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text_prompt,
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@@ -67,9 +68,11 @@ def bot(
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generation_config=generation_config)
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response.resolve()
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else:
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model = genai.GenerativeModel('gemini-pro-vision')
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response = model.generate_content(
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-
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stream=True,
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generation_config=generation_config)
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response.resolve()
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@@ -92,7 +95,8 @@ google_key_component = gr.Textbox(
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info="You have to provide your own GOOGLE_API_KEY for this app to function properly",
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)
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-
image_prompt_component = gr.Image(type="pil", label="Image"
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chatbot_component = gr.Chatbot(
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label='Gemini',
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bubble_full_width=False,
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@@ -170,6 +174,7 @@ user_inputs = [
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bot_inputs = [
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google_key_component,
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image_prompt_component,
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temperature_component,
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max_output_tokens_component,
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stop_sequences_component,
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@@ -185,7 +190,10 @@ with gr.Blocks() as demo:
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with gr.Column():
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google_key_component.render()
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with gr.Row():
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-
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chatbot_component.render()
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text_prompt_component.render()
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run_button_component.render()
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@@ -215,4 +223,4 @@ with gr.Blocks() as demo:
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fn=bot, inputs=bot_inputs, outputs=[chatbot_component],
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)
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demo.queue(max_size=99).launch(debug=True)
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def bot(
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google_key: str,
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image_prompt: Optional[Image.Image],
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+
image_prompt_2: Optional[Image.Image],
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temperature: float,
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max_output_tokens: int,
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stop_sequences: str,
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top_k=top_k,
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top_p=top_p)
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if image_prompt is None and image_prompt_2 is None:
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model = genai.GenerativeModel('gemini-pro')
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response = model.generate_content(
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text_prompt,
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generation_config=generation_config)
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response.resolve()
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else:
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contents = [text_prompt, image_prompt, image_prompt_2]
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contents = [content for content in contents if content is not None]
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model = genai.GenerativeModel('gemini-pro-vision')
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response = model.generate_content(
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contents=contents,
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stream=True,
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generation_config=generation_config)
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response.resolve()
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info="You have to provide your own GOOGLE_API_KEY for this app to function properly",
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)
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image_prompt_component = gr.Image(type="pil", label="Image")
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image_prompt_2_component = gr.Image(type="pil", label="Image")
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chatbot_component = gr.Chatbot(
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label='Gemini',
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bubble_full_width=False,
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bot_inputs = [
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google_key_component,
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image_prompt_component,
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image_prompt_2_component,
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temperature_component,
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max_output_tokens_component,
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stop_sequences_component,
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with gr.Column():
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google_key_component.render()
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with gr.Row():
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with gr.Column(scale=1):
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image_prompt_component.render()
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with gr.Accordion("Multi Image", open=False):
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image_prompt_2_component.render()
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chatbot_component.render()
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text_prompt_component.render()
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run_button_component.render()
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fn=bot, inputs=bot_inputs, outputs=[chatbot_component],
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)
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demo.queue(max_size=99).launch(debug=False, show_error=True)
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