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import os | |
import gradio as gr | |
import pandas as pd | |
from functools import partial | |
from ai_classroom_suite.UIBaseComponents import * | |
# history is a list of list | |
# [[user_input_str, bot_response_str], ...] | |
class EchoingTutor(SlightlyDelusionalTutor): | |
def add_user_message(self, user_message): | |
self.conversation_memory.append([user_message, None]) | |
self.flattened_conversation = self.flattened_conversation + '\n\n' + 'User: ' + user_message | |
def get_tutor_reply(self, user_message): | |
# get tutor message | |
tutor_message = "You said: " + user_message | |
# add tutor message to conversation memory | |
self.conversation_memory[-1][1] = tutor_message | |
self.flattened_conversation = self.flattened_conversation + '\nAI: ' + tutor_message | |
def forget_conversation(self): | |
self.conversation_memory = [] | |
self.flattened_conversation = '' | |
### Chatbot Functions ### | |
def add_user_message(user_message, chat_tutor): | |
"""Display user message and update chat history to include it.""" | |
chat_tutor.add_user_message(user_message) | |
return chat_tutor.conversation_memory, chat_tutor | |
def get_tutor_reply(user_message, chat_tutor): | |
chat_tutor.get_tutor_reply(user_message) | |
return gr.update(value="", interactive=True), chat_tutor.conversation_memory, chat_tutor | |
def get_conversation_history(chat_tutor): | |
return chat_tutor.conversation_memory, chat_tutor | |
with gr.Blocks() as demo: | |
#initialize tutor (with state) | |
study_tutor = gr.State(EchoingTutor()) | |
# Instead of ask students to provide key, the key is now directly provided by the instructor | |
api_input = os.environ.get("OPENAI_API_KEY") | |
embed_key(api_input, study_tutor) | |
# Chatbot interface | |
gr.Markdown(""" | |
## Chat with the Model | |
Description here | |
""") | |
with gr.Row(equal_height=True): | |
with gr.Column(scale=2): | |
chatbot = gr.Chatbot() | |
with gr.Row(): | |
user_chat_input = gr.Textbox(label="User input", scale=9) | |
user_chat_submit = gr.Button("Ask/answer model", scale=1) | |
user_chat_submit.click(add_user_message, | |
[user_chat_input, study_tutor], | |
[chatbot, study_tutor], queue=False).then( | |
get_tutor_reply, [user_chat_input, study_tutor], [user_chat_input, chatbot, study_tutor], queue=True) | |
# Testing purpose | |
test_btn = gr.Button("View your chat history") | |
chat_history = gr.JSON(label = "conversation history") | |
test_btn.click(get_conversation_history, inputs=[study_tutor], outputs=[chat_history, study_tutor]) | |
with gr.Blocks(): | |
gr.Markdown(""" | |
## Export Your Chat History | |
Export your chat history as a .json, .txt, or .csv file | |
""") | |
with gr.Row(): | |
export_dialogue_button_json = gr.Button("JSON") | |
export_dialogue_button_txt = gr.Button("TXT") | |
export_dialogue_button_csv = gr.Button("CSV") | |
file_download = gr.Files(label="Download here", | |
file_types=['.json', '.txt', '.csv'], type="file", visible=False) | |
export_dialogue_button_json.click(save_json, study_tutor, file_download, show_progress=True) | |
export_dialogue_button_txt.click(save_txt, study_tutor, file_download, show_progress=True) | |
export_dialogue_button_csv.click(save_csv, study_tutor, file_download, show_progress=True) | |
demo.queue().launch(server_name='0.0.0.0', server_port=7860) |