Update app.py
Browse files
app.py
CHANGED
@@ -6,20 +6,14 @@ import google.generativeai as palm
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llm_api_options = ["OpenAI API","Azure OpenAI API","Google PaLM API", "Llama 2"]
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TEST_MESSAGE = "Write an introductory paragraph to explain Generative AI to the reader of this content."
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openai_models = ["gpt-4", "gpt-4-0613", "gpt-4-32k", "gpt-4-32k-0613", "gpt-3.5-turbo",
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"gpt-3.5-turbo-0613", "gpt-3.5-turbo-16k", "gpt-3.5-turbo-16k-0613", "text-davinci-003",
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"text-davinci-002", "text-curie-001", "text-babbage-001", "text-ada-001"]
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google_palm_models = ["models/text-bison-001", "models/chat-bison-001","models/embedding-gecko-001"]
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azure_endpoint = os.getenv("AZURE_OPENAI_ENDPOINT")
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azure_deployment_name = os.getenv("AZURE_OPENAI_DEPLOYMENT_NAME")
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google_palm_key = os.getenv("GOOGLE_PALM_AI_API_KEY")
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openai_api_key = os.getenv("OPENAI_API_KEY")
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azure_openai_api_key = os.getenv("AZURE_OPENAI_KEY")
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temperature = 0.7
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def openai_text_completion(prompt: str, model: str):
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try:
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system_prompt: str = "Explain in detail to help student understand the concept.",
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assistant_prompt: str = None,
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@@ -42,7 +36,7 @@ def openai_text_completion(prompt: str, model: str):
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print(exception)
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return f" openai_text_completion Error - {exception}", ""
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def azure_openai_text_completion(prompt: str, model: str):
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try:
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system_prompt: str = "Explain in detail to help student understand the concept.",
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assistant_prompt: str = None,
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@@ -69,7 +63,7 @@ def azure_openai_text_completion(prompt: str, model: str):
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return f" azure_openai_text_completion Error - {exception}", ""
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def palm_text_completion(prompt: str, model: str):
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try:
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candidate_count = 1
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top_k = 40
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@@ -97,16 +91,24 @@ def palm_text_completion(prompt: str, model: str):
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print(exception)
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return f" palm_text_completion Error - {exception}", ""
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def test_handler(optionSelection,
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match optionSelection:
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case "OpenAI API":
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message, response = openai_text_completion(prompt,openai_model_name)
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return message, response
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case "Azure OpenAI API":
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message, response = azure_openai_text_completion(prompt,openai_model_name)
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return message, response
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case "Google PaLM API":
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message, response = palm_text_completion(prompt,google_model_name)
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return message, response
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case "Llama 2":
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return f"{optionSelection} is not yet implemented!", ""
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@@ -128,13 +130,30 @@ with gr.Blocks() as LLMDemoTabbedScreen:
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with gr.Tab("API Settings"):
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with gr.Tab("Open AI"):
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openai_model = gr.Dropdown(openai_models, value="gpt-4", label="Model", info="Select one, for Natural language")
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with gr.Tab("Google PaLM API"):
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test_button.click(
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fn=test_handler,
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inputs=[llm_options,
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outputs=[test_string_output_info, test_string_response]
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)
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llm_api_options = ["OpenAI API","Azure OpenAI API","Google PaLM API", "Llama 2"]
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TEST_MESSAGE = "Write an introductory paragraph to explain Generative AI to the reader of this content."
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openai_models = ["gpt-4", "gpt-4-0613", "gpt-4-32k", "gpt-4-32k-0613", "gpt-3.5-turbo",
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"gpt-3.5-turbo-0613", "gpt-3.5-turbo-16k", "gpt-3.5-turbo-16k-0613", "text-davinci-003",
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"text-davinci-002", "text-curie-001", "text-babbage-001", "text-ada-001"]
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google_palm_models = ["models/text-bison-001", "models/chat-bison-001","models/embedding-gecko-001"]
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temperature = 0.7
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def openai_text_completion(openai_api_key: str, prompt: str, model: str):
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try:
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system_prompt: str = "Explain in detail to help student understand the concept.",
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assistant_prompt: str = None,
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print(exception)
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return f" openai_text_completion Error - {exception}", ""
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def azure_openai_text_completion(azure_openai_api_key: str, azure_endpoint: str, azure_deployment_name: str, prompt: str, model: str):
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try:
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system_prompt: str = "Explain in detail to help student understand the concept.",
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assistant_prompt: str = None,
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return f" azure_openai_text_completion Error - {exception}", ""
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def palm_text_completion(google_palm_key: str, prompt: str, model: str):
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try:
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candidate_count = 1
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top_k = 40
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print(exception)
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return f" palm_text_completion Error - {exception}", ""
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def test_handler(optionSelection,
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openai_key,
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azure_openai_key,
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azure_openai_api_base,
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azure_openai_deployment_name,
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google_generative_api_key,
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prompt: str = TEST_MESSAGE,
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openai_model_name: str ="gpt-4",
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google_model_name: str ="models/text-bison-001"):
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match optionSelection:
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case "OpenAI API":
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message, response = openai_text_completion(openai_key, prompt,openai_model_name)
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return message, response
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case "Azure OpenAI API":
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message, response = azure_openai_text_completion(azure_openai_key, azure_openai_api_base, azure_openai_deployment_name, prompt,openai_model_name)
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return message, response
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case "Google PaLM API":
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message, response = palm_text_completion(google_generative_api_key, prompt,google_model_name)
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return message, response
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case "Llama 2":
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return f"{optionSelection} is not yet implemented!", ""
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with gr.Tab("API Settings"):
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with gr.Tab("Open AI"):
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openai_model = gr.Dropdown(openai_models, value="gpt-4", label="Model", info="Select one, for Natural language")
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openai_key = gr.Textbox(label="Azure OpenAI API Key", type="password")
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with gr.Tab("Azure Open AI"):
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with gr.Row():
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with gr.Column():
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azure_openai_key = gr.Textbox(label="Azure OpenAI API Key", type="password")
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azure_openai_api_base = gr.Textbox(label="Azure OpenAI API Endpoint")
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azure_openai_deployment_name = gr.Textbox(label="Azure OpenAI API Deployment Name")
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with gr.Tab("Google PaLM API"):
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with gr.Row():
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with gr.Column():
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google_model_name = gr.Dropdown(google_palm_models, value="models/text-bison-001", label="Model", info="Select one, for Natural language")
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google_generative_api_key = gr.Textbox(label="Google Generative AI API Key", type="password")
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test_button.click(
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fn=test_handler,
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inputs=[llm_options,
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openai_key,
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azure_openai_key,
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azure_openai_api_base,
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azure_openai_deployment_name,
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google_generative_api_key,
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test_string,
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openai_model,
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google_model_name],
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outputs=[test_string_output_info, test_string_response]
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)
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