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Update utils/chatbot_interface.py
Browse files- utils/chatbot_interface.py +47 -7
utils/chatbot_interface.py
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@@ -1,14 +1,30 @@
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import os
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import json
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import logging
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import gradio as gr
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from utils.response_manager import ResponseManager
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class ChatbotInterface:
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"""
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Initialize the ChatbotInterface with configuration.
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:param config_path: Path to the configuration JSON file.
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"""
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self.config = self.load_config(config_path)
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self.title = self.config["chatbot_title"]
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@@ -18,10 +34,34 @@ class ChatbotInterface:
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self.output_label = self.config["chatbot_output_label"]
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self.reset_button = self.config["chatbot_reset_button"]
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self.submit_button = self.config["chatbot_submit_button"]
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self.response_manager = ResponseManager()
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self.conversation = self.response_manager.generate_response # Shortcut to the conversation method
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logging.info("ChatbotInterface initialized with configuration.")
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@staticmethod
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def load_config(config_path: str) -> dict:
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"""
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@@ -84,8 +124,8 @@ class ChatbotInterface:
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submit = gr.Button(self.submit_button, variant="primary")
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# Button actions
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submit.click(fn=self.
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user_input.submit(fn=self.
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reset.click(fn=self.reset_output, inputs=None, outputs=chatbot_output)
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logging.info("Gradio interface created successfully.")
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import os
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import json
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import logging
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from typing import Optional
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import gradio as gr
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from utils.response_manager import ResponseManager
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class ChatbotInterface:
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def __init__(self,
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config_path: str = 'config/gradio_config.json',
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model: str = "gpt-4o-mini",
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temperature: float = 0,
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max_output_tokens: int = 800,
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max_num_results: int = 15,
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vector_store_id: Optional[str] = None,
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api_key: Optional[str] = None,
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meta_prompt_file: Optional[str] = None):
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"""
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Initialize the ChatbotInterface with configuration and custom parameters for ResponseManager.
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:param config_path: Path to the configuration JSON file.
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:param model: The OpenAI model to use (default: 'gpt-4o-mini').
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:param temperature: The temperature for response generation (default: 0).
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:param max_output_tokens: The maximum number of output tokens (default: 800).
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:param max_num_results: The maximum number of search results to return (default: 15).
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:param vector_store_id: The ID of the vector store to use for file search.
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:param api_key: The OpenAI API key for authentication.
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:param meta_prompt_file: Path to the meta prompt file .
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"""
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self.config = self.load_config(config_path)
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self.title = self.config["chatbot_title"]
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self.output_label = self.config["chatbot_output_label"]
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self.reset_button = self.config["chatbot_reset_button"]
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self.submit_button = self.config["chatbot_submit_button"]
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# Initialize ResponseManager with custom parameters
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try:
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self.response_manager = ResponseManager(
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model=model,
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temperature=temperature,
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max_output_tokens=max_output_tokens,
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max_num_results=max_num_results,
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vector_store_id=vector_store_id,
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api_key=api_key,
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meta_prompt_file=meta_prompt_file
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)
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self.generate_response = self.response_manager.generate_response
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logging.info(
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"ChatbotInterface initialized with the following parameters:\n"
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f" - Model: {model}\n"
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f" - Temperature: {temperature}\n"
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f" - Max Output Tokens: {max_output_tokens}\n"
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f" - Max Number of Results: {max_num_results}\n"
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f" - Vector Store ID: {vector_store_id}\n"
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f" - API Key: {'Provided' if api_key else 'Not Provided'}\n"
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f" - Meta Prompt File: {meta_prompt_file or 'Default'}"
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)
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except Exception as e:
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logging.error(f"Failed to initialize ResponseManager: {e}")
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raise
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@staticmethod
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def load_config(config_path: str) -> dict:
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"""
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submit = gr.Button(self.submit_button, variant="primary")
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# Button actions
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submit.click(fn=self.generate_response, inputs=[user_input, chatbot_output], outputs=chatbot_output)
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user_input.submit(fn=self.generate_response, inputs=[user_input, chatbot_output], outputs=chatbot_output)
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reset.click(fn=self.reset_output, inputs=None, outputs=chatbot_output)
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logging.info("Gradio interface created successfully.")
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