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Upload 5 files
Browse files- Arcana.py +87 -0
- ArcanaUI.py +69 -0
- ArcanaUI2.py +146 -0
- messages.txt +788 -0
- nylon.py +235 -0
Arcana.py
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import os
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import io
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from pdfminer.high_level import extract_text_to_fp
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from pdfminer.layout import LAParams
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import re
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from tqdm import tqdm
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import time
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from nylon import ChatDatabase, get_keywords
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def extract_text_from_pdf(pdf_path):
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output_string = io.StringIO()
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with open(pdf_path, 'rb') as fin:
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extract_text_to_fp(fin, output_string, laparams=LAParams(),
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output_type='text', codec='utf-8')
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return output_string.getvalue()
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def process_text_into_paragraphs(text):
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# Split text into paragraphs
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paragraphs = re.split(r'\n\s*\n', text)
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# Clean up each paragraph
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cleaned_paragraphs = []
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for para in paragraphs:
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# Remove extra whitespace and join broken words
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cleaned_para = re.sub(r'\s+', ' ', para).strip()
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cleaned_para = re.sub(r'(\w+)-\s*(\w+)', r'\1\2', cleaned_para)
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if cleaned_para: # Only add non-empty paragraphs
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cleaned_paragraphs.append(cleaned_para)
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return cleaned_paragraphs
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def process_pdfs(directory, db):
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fixed_timestamp = "2024-10-22 12:00:00"
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sender = "Arcana" # Set sender to "Arcana" for all messages
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pdf_files = [f for f in os.listdir(directory) if f.endswith('.pdf')]
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total_files = len(pdf_files)
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with tqdm(total=total_files, desc="Processing PDFs", unit="file") as pbar:
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for filename in pdf_files:
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pdf_path = os.path.join(directory, filename)
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tag = os.path.splitext(filename)[0] # Use filename without .pdf as tag
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text = extract_text_from_pdf(pdf_path)
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paragraphs = process_text_into_paragraphs(text)
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for paragraph in paragraphs:
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db.add_message(sender, fixed_timestamp, paragraph, tag)
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pbar.update(1)
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pbar.set_postfix({"Current File": filename})
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def main():
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db_filename = 'textbooks.txt'
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if os.path.exists(db_filename):
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print(f"Database file '{db_filename}' already exists. Loading existing database...")
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db = ChatDatabase(db_filename)
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else:
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print(f"Creating new database '{db_filename}'...")
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db = ChatDatabase(db_filename)
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pdf_directory = 'pdfdemos'
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start_time = time.time()
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process_pdfs(pdf_directory, db)
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end_time = time.time()
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total_time = end_time - start_time
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print(f"\nDatabase creation complete. Total time: {total_time:.2f} seconds")
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# Example query
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query = "NaCl"
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sender = "Arcana" # Now all senders are "Arcana"
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N = 5
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cache = {}
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query_tag = "Chemistry2e-WEB" # Use the PDF name as the tag for querying
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relevant_messages = db.get_relevant_messages(sender, query, N, cache, query_tag)
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print(f"\nTop {N} relevant paragraphs for query '{query}' with tag '{query_tag}':")
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for message in relevant_messages:
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print(f"From {message[0]} at {message[1]}:")
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print(f"Tag: {message[3]}")
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print(message[2][:200] + "...\n")
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if __name__ == "__main__":
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main()
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ArcanaUI.py
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import gradio as gr
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import ssl
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from openai import OpenAI
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import time
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# SSL configuration
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try:
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_create_unverified_https_context = ssl._create_unverified_context
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except AttributeError:
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pass
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else:
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ssl._create_default_https_context = _create_unverified_https_context
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# OpenAI client setup
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client = OpenAI(
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base_url='https://api.openai-proxy.org/v1',
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api_key='sk-Nxf8HmLpfIMhCd83n3TOr00TR57uBZ0jMbAgGCOzppXvlsx1',
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)
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# Retry logic for OpenAI API call
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def openai_api_call(messages, retries=3, delay=5):
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for attempt in range(retries):
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try:
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completion = client.chat.completions.create(
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model="gpt-3.5-turbo",
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messages=messages,
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timeout=10 # Increase timeout
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)
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return completion.choices[0].message.content
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except Exception as e:
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print(f"Attempt {attempt + 1} failed: {e}")
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time.sleep(delay)
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return "Sorry, I am having trouble connecting to the server. Please try again later."
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# Chatbot response function
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def chatbot_response(message, history):
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# Prepare the conversation history for the API
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messages = [{"role": "system", "content": "You are a dynamic study resoruce database named Arcana. Your goal is to help students study and excel their exams."}]
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for human, assistant in history:
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messages.append({"role": "user", "content": human})
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messages.append({"role": "assistant", "content": assistant})
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messages.append({"role": "user", "content": message})
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# Get response from OpenAI API with retry logic
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response = openai_api_call(messages)
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return response
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# Create the Gradio interface
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iface = gr.ChatInterface(
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chatbot_response,
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chatbot=gr.Chatbot(height=300),
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textbox=gr.Textbox(placeholder="Type your message here...", container=False, scale=7),
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title="Review With Arcana",
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description="ArcanaUI v0.7",
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theme="soft",
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examples=[
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"What is Hydrogen Bonding?",
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"Tell me the difference between impulse and force.",
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"Tell me a joke that Calculus students will know.",
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"How should I review for the AP Biology Exam?"
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],
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cache_examples=False,
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retry_btn=None,
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undo_btn="Delete Previous",
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clear_btn="Clear",
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)
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# Launch the interface
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iface.launch(share=True)
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ArcanaUI2.py
ADDED
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import gradio as gr
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import ssl
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from openai import OpenAI
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import time
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import os
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import shutil
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# SSL configuration
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try:
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_create_unverified_https_context = ssl._create_unverified_context
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| 11 |
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except AttributeError:
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pass
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else:
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ssl._create_default_https_context = _create_unverified_https_context
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# OpenAI client setup
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client = OpenAI(
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base_url='https://api.openai-proxy.org/v1',
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api_key='sk-Nxf8HmLpfIMhCd83n3TOr00TR57uBZ0jMbAgGCOzppXvlsx1',
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)
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# Retry logic for OpenAI API call
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| 23 |
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def openai_api_call(messages, retries=3, delay=5):
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for attempt in range(retries):
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try:
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completion = client.chat.completions.create(
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model="gpt-3.5-turbo",
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messages=messages,
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timeout=10 # Increase timeout
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)
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return completion.choices[0].message.content
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except Exception as e:
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| 33 |
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print(f"Attempt {attempt + 1} failed: {e}")
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time.sleep(delay)
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| 35 |
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return "Sorry, I am having trouble connecting to the server. Please try again later."
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| 36 |
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# Chatbot response function
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def chatbot_response(message, history):
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| 39 |
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# Prepare the conversation history for the API
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| 40 |
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messages = [{"role": "system", "content": "You are a dynamic study resource database named Arcana. Your goal is to help students study and excel in their exams."}]
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| 41 |
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for human, assistant in history:
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messages.append({"role": "user", "content": human})
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messages.append({"role": "assistant", "content": assistant})
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messages.append({"role": "user", "content": message})
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# Get response from OpenAI API with retry logic
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| 47 |
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response = openai_api_call(messages)
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| 48 |
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return response
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| 49 |
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def upload_file(file):
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| 51 |
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foldername = 'cache'
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| 52 |
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if not os.path.exists(foldername):
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os.mkdir(foldername)
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file_path = os.path.join(foldername, os.path.basename(file.name))
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shutil.copy(file.name, file_path)
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return list_uploaded_files()
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| 57 |
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def list_uploaded_files():
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foldername = 'cache'
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| 60 |
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if not os.path.exists(foldername):
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return []
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| 62 |
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files = os.listdir(foldername)
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return [[file] for file in files]
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def refresh_files():
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return list_uploaded_files()
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| 67 |
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# Create the Gradio interface for the chatbot
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| 69 |
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chatbot_interface = gr.ChatInterface(
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| 70 |
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chatbot_response,
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chatbot=gr.Chatbot(height=300),
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| 72 |
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textbox=gr.Textbox(placeholder="Type your message here...", container=False, scale=7),
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| 73 |
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title="Review With Arcana",
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| 74 |
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description="ArcanaUI v0.7 - Chatbot",
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| 75 |
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theme="soft",
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| 76 |
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examples=[
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"What is Hydrogen Bonding?",
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| 78 |
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"Tell me the difference between impulse and force.",
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| 79 |
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"Tell me a joke that Calculus students will know.",
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| 80 |
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"How should I review for the AP Biology Exam?"
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| 81 |
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],
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| 82 |
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cache_examples=False,
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| 83 |
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retry_btn=None,
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| 84 |
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undo_btn="Delete Previous",
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| 85 |
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clear_btn="Clear"
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| 86 |
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)
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| 87 |
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| 88 |
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# Combine the interfaces using Tabs
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| 89 |
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with gr.Blocks() as demo:
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| 90 |
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gr.Markdown("# ArcanaUI v0.7")
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| 91 |
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with gr.Tabs():
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| 92 |
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with gr.TabItem("Welcome Page"):
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| 93 |
+
gr.Markdown("""
|
| 94 |
+
# Welcome to ArcanaUI v0.7 by the Indexademics Team
|
| 95 |
+
Program Base Powered by StandardCAS™
|
| 96 |
+
## Introduction
|
| 97 |
+
Welcome to Arcana, your dynamic study resource database! Our goal is to help students like you excel in your exams by providing quick and accurate answers to your study questions.
|
| 98 |
+
|
| 99 |
+
## How to Use
|
| 100 |
+
- Navigate to the 'Chatbot' tab to ask your study-related questions.
|
| 101 |
+
- Type your question into the textbox and press Enter.
|
| 102 |
+
- The chatbot will respond with helpful information.
|
| 103 |
+
- Use the 'Delete Previous' button to remove the last interaction or 'Clear' to reset the chat.
|
| 104 |
+
|
| 105 |
+
## Works Cited
|
| 106 |
+
Below is a sample citation in BibTeX format:
|
| 107 |
+
```
|
| 108 |
+
@article{Fan2023CELSIA,
|
| 109 |
+
title={CELSIA-Nylon},
|
| 110 |
+
author={Chengjui Fan},
|
| 111 |
+
journal={Conf-MLA 2023},
|
| 112 |
+
year={2023},
|
| 113 |
+
volume={NAN},
|
| 114 |
+
number={NAN},
|
| 115 |
+
pages={NAN},
|
| 116 |
+
publisher={Conf-MLA}
|
| 117 |
+
}
|
| 118 |
+
|
| 119 |
+
@misc{Indexademics,
|
| 120 |
+
title={indexademics Chatbot},
|
| 121 |
+
author={NAN},
|
| 122 |
+
journal={SHSID},
|
| 123 |
+
year={2024},
|
| 124 |
+
volume={NAN},
|
| 125 |
+
number={NAN},
|
| 126 |
+
pages={NAN},
|
| 127 |
+
publisher={Peer Advisor(PA) SHSID}
|
| 128 |
+
}
|
| 129 |
+
```
|
| 130 |
+
""")
|
| 131 |
+
|
| 132 |
+
with gr.TabItem("Chatbot"):
|
| 133 |
+
chatbot_interface.render()
|
| 134 |
+
|
| 135 |
+
# File uploading interface
|
| 136 |
+
with gr.TabItem('Upload'):
|
| 137 |
+
gr.Markdown('# Upload and View Files')
|
| 138 |
+
refresh_button = gr.Button('Refresh')
|
| 139 |
+
upload_button = gr.UploadButton('Upload File')
|
| 140 |
+
uploaded_files_list = gr.DataFrame(headers=["Uploaded Files"])
|
| 141 |
+
refresh_button.click(fn=refresh_files, outputs=uploaded_files_list)
|
| 142 |
+
upload_button.upload(upload_file, inputs=upload_button, outputs=uploaded_files_list)
|
| 143 |
+
gr.Row([upload_button, refresh_button, uploaded_files_list])
|
| 144 |
+
|
| 145 |
+
# Launch the interface
|
| 146 |
+
demo.launch(share=True)
|
messages.txt
ADDED
|
@@ -0,0 +1,788 @@
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| 1 |
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Bob 2023-07-29 08:46:00 Morning, Alice! I missed it, but I heard it was stunning.
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| 2 |
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Carol 2023-07-29 08:47:00 I was up early for a jog. The sunrise was breathtaking!
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| 3 |
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David 2023-07-29 08:48:00 Lucky you, Carol! I slept in and missed it.
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| 4 |
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Alice 2023-07-29 08:50:00 No worries, David. The day is just beginning.
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| 5 |
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Carol 2023-07-29 09:10:00 Hey, guys! How about we have a potluck lunch today?
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| 6 |
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Bob 2023-07-29 09:12:00 Potluck sounds fun! Count me in.
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| 7 |
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David 2023-07-29 09:15:00 I'm up for it. What should I bring?
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| 8 |
+
Alice 2023-07-29 09:20:00 How about a dessert, David? Your pies are delicious!
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| 9 |
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David 2023-07-29 09:22:00 Sure thing! I'll whip up some apple pies.
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| 10 |
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Carol 2023-07-29 09:25:00 I'll make a fresh fruit salad.
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| 11 |
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Bob 2023-07-29 09:30:00 I can prepare some sandwiches and snacks.
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| 12 |
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Alice 2023-07-29 09:35:00 Perfect! We'll have a delightful potluck.
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| 13 |
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Bob 2023-07-29 11:00:00 Taking a short break. Anyone up for coffee?
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| 14 |
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Carol 2023-07-29 11:01:00 I'm in! Let's head to the breakroom.
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| 15 |
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David 2023-07-29 11:02:00 I'll join you in a minute.
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| 16 |
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Alice 2023-07-29 11:03:00 I'll bring some cookies along.
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| 17 |
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Bob 2023-07-29 11:05:00 You're the best, Alice!
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| 18 |
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David 2023-07-29 13:00:00 Lunchtime! Where shall we set up the potluck?
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| 19 |
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Carol 2023-07-29 13:01:00 Let's use the big table in the conference room.
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| 20 |
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Alice 2023-07-29 13:02:00 Sounds good! I'll start setting up.
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| 21 |
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Bob 2023-07-29 13:03:00 I'll bring the drinks and cups.
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| 22 |
+
David 2023-07-29 13:04:00 And I have the apple pies ready.
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| 23 |
+
Carol 2023-07-29 13:05:00 The fruit salad is all set!
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| 24 |
+
Alice 2023-07-29 13:06:00 Looks like we're all set. Let's enjoy the feast!
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| 25 |
+
Bob 2023-07-29 15:30:00 What a fantastic potluck! I'm stuffed.
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| 26 |
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Carol 2023-07-29 15:31:00 Agreed! Everyone brought such tasty dishes.
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| 27 |
+
David 2023-07-29 15:32:00 I'm glad you all enjoyed the pies.
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| 28 |
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Alice 2023-07-29 15:33:00 Your apple pies are always a hit, David!
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| 29 |
+
Bob 2023-07-29 17:00:00 I'm in the mood for some games. Anyone up for a board game?
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| 30 |
+
Carol 2023-07-29 17:01:00 I'm game! What do you have in mind?
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| 31 |
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David 2023-07-29 17:02:00 How about a game of Settlers of Catan?
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| 32 |
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Alice 2023-07-29 17:03:00 Count me in! It's always so much fun.
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| 33 |
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Bob 2023-07-29 17:04:00 Great choice! Let's meet in the breakroom.
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| 34 |
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Carol 2023-07-29 17:05:00 I'll grab the game board and cards.
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| 35 |
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David 2023-07-29 17:06:00 I'll get some snacks and drinks.
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| 36 |
+
Alice 2023-07-29 18:30:00 That was an intense game! Thanks, everyone.
|
| 37 |
+
Bob 2023-07-29 18:31:00 Indeed, it was! We should do this more often.
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| 38 |
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Carol 2023-07-29 18:32:00 I had a blast! Count me in for the next round.
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| 39 |
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David 2023-07-29 18:33:00 You're all welcome. I'm always up for some Catan.
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| 40 |
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Alice 2023-07-29 20:00:00 Time flies when you're having fun. Good night, everyone!
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| 41 |
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Bob 2023-07-29 20:01:00 Good night, Alice! Sleep well.
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| 42 |
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Carol 2023-07-29 20:02:00 Sleep tight, Alice. See you tomorrow.
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| 43 |
+
David 2023-07-29 20:03:00 Good night, Alice. Sweet dreams!
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| 44 |
+
Alice 2023-07-30 09:15:00 Good morning, everyone! How are you today?
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| 45 |
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Bob 2023-07-30 09:15:15 Morning, Alice! I'm feeling great.
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| 46 |
+
Carol 2023-07-30 09:15:30 Good morning! I could use another coffee.
|
| 47 |
+
David 2023-07-30 09:15:45 Hey, everyone! I'm doing well, thanks.
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| 48 |
+
Alice 2023-07-30 09:16:00 Glad to hear that. Carol, let's get you that coffee!
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| 49 |
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Carol 2023-07-30 09:16:15 Thanks, Alice! You're a lifesaver.
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| 50 |
+
Bob 2023-07-30 11:30:00 I just got an email about the team meeting at 2 pm.
|
| 51 |
+
Carol 2023-07-30 11:30:15 Thanks for the heads up, Bob!
|
| 52 |
+
David 2023-07-30 11:30:30 I'll add it to my calendar. Thanks!
|
| 53 |
+
Alice 2023-07-30 11:30:45 Great! Let's be prepared for the meeting.
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| 54 |
+
Bob 2023-07-30 13:00:00 Lunchtime, finally! What's everyone having?
|
| 55 |
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Carol 2023-07-30 13:00:15 I brought a turkey sandwich and some chips.
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| 56 |
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David 2023-07-30 13:00:30 I'm having a salad and a yogurt.
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| 57 |
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Alice 2023-07-30 13:00:45 I decided on a veggie wrap and some fruit.
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| 58 |
+
Bob 2023-07-30 13:01:00 Sounds like a delicious and healthy spread.
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| 59 |
+
Carol 2023-07-30 15:30:00 I'm feeling a bit sleepy. Anyone up for a short walk?
|
| 60 |
+
David 2023-07-30 15:30:15 I'm game! Let's get some fresh air.
|
| 61 |
+
Alice 2023-07-30 15:30:30 A walk sounds perfect. Let's meet outside.
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| 62 |
+
Bob 2023-07-30 15:30:45 I'll join you all in a minute.
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| 63 |
+
Bob 2023-07-30 17:00:00 I just found out there's a new movie playing tonight.
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| 64 |
+
Carol 2023-07-30 17:00:15 Oh, I'd love to catch a movie!
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| 65 |
+
David 2023-07-30 17:00:30 Count me in. What's the movie about?
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| 66 |
+
Alice 2023-07-30 17:00:45 It's a thriller, I heard. Should be exciting!
|
| 67 |
+
Bob 2023-07-30 17:01:00 Let's grab dinner first and then head to the cinema.
|
| 68 |
+
Carol 2023-07-30 17:01:15 Sounds like a plan. I'm hungry!
|
| 69 |
+
David 2023-07-30 17:01:30 Me too. I vote for pizza!
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| 70 |
+
Alice 2023-07-30 17:01:45 Pizza it is! Let's meet at the usual place.
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| 71 |
+
Bob 2023-07-30 18:30:00 That was a fantastic movie!
|
| 72 |
+
Carol 2023-07-30 18:30:15 I agree! My heart was racing the whole time.
|
| 73 |
+
David 2023-07-30 18:30:30 It kept me on the edge of my seat.
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| 74 |
+
Alice 2023-07-30 18:30:45 I'm glad you all enjoyed it. Movie nights are the best.
|
| 75 |
+
Bob 2023-07-30 20:00:00 Time for some well-deserved rest. Good night, everyone!
|
| 76 |
+
Carol 2023-07-30 20:00:15 Good night, Bob! Sleep tight.
|
| 77 |
+
David 2023-07-30 20:00:30 Good night, Bob. See you tomorrow.
|
| 78 |
+
Alice 2023-07-30 20:00:45 Sleep well, Bob. Sweet dreams!
|
| 79 |
+
David 2023-07-31 09:00:00 Good morning, everyone! How's your weekend going?
|
| 80 |
+
Alice 2023-07-31 09:00:15 Morning, David! My weekend has been relaxing so far.
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| 81 |
+
Bob 2023-07-31 09:00:30 Hey, David! I had a fun time at the amusement park.
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| 82 |
+
Carol 2023-07-31 09:00:45 Good morning! I went camping with friends.
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| 83 |
+
David 2023-07-31 09:01:00 Sounds like everyone had a great time!
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| 84 |
+
Alice 2023-07-31 09:01:15 Indeed! How about a picnic later to continue the fun?
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| 85 |
+
Bob 2023-07-31 09:01:30 Count me in! Picnics are always delightful.
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| 86 |
+
Carol 2023-07-31 09:01:45 Sounds like a fantastic idea. I'll bring some snacks.
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| 87 |
+
David 2023-07-31 09:02:00 I'll handle the drinks. Let's meet at the park.
|
| 88 |
+
Alice 2023-07-31 12:30:00 Picnic time! I brought some sandwiches and fruits.
|
| 89 |
+
Bob 2023-07-31 12:30:15 Thanks, Alice! These sandwiches are delicious.
|
| 90 |
+
Carol 2023-07-31 12:30:30 The fruits are so refreshing on a warm day.
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| 91 |
+
David 2023-07-31 12:30:45 I made some lemonade. Who's thirsty?
|
| 92 |
+
Alice 2023-07-31 12:31:00 I am! Pour me a glass, please.
|
| 93 |
+
Bob 2023-07-31 15:00:00 I spotted a group playing frisbee nearby. Anyone up for a game?
|
| 94 |
+
Carol 2023-07-31 15:00:15 I'm in! Frisbee is always fun.
|
| 95 |
+
David 2023-07-31 15:00:30 Sure, count me in too. Let's join them!
|
| 96 |
+
Alice 2023-07-31 15:00:45 Sounds like a blast. Let's go play!
|
| 97 |
+
Bob 2023-07-31 17:00:00 What a fun game! I'm all sweaty now.
|
| 98 |
+
Carol 2023-07-31 17:00:15 Haha, me too! But it was worth it.
|
| 99 |
+
David 2023-07-31 17:00:30 Agreed. It's been a while since I played frisbee.
|
| 100 |
+
Alice 2023-07-31 17:00:45 We should do this more often. It's a great workout.
|
| 101 |
+
Bob 2023-07-31 18:30:00 I agree. Let's plan more outdoor activities.
|
| 102 |
+
Carol 2023-07-31 18:30:15 How about a hiking trip next weekend?
|
| 103 |
+
David 2023-07-31 18:30:30 That sounds awesome! I'm up for it.
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| 104 |
+
Alice 2023-07-31 18:30:45 Count me in too. It'll be a fun adventure.
|
| 105 |
+
Bob 2023-07-31 20:00:00 It's getting late. Time to head home. Good night, everyone!
|
| 106 |
+
Carol 2023-07-31 20:00:15 Good night, Bob! Have a restful sleep.
|
| 107 |
+
David 2023-07-31 20:00:30 Sleep tight, Bob. See you tomorrow.
|
| 108 |
+
Alice 2023-07-31 20:00:45 Good night, Bob. Sweet dreams!
|
| 109 |
+
Carol 2023-08-01 09:30:00 Good morning, everyone! How was your weekend?
|
| 110 |
+
David 2023-08-01 09:30:15 Morning, Carol! Mine was relaxing and enjoyable.
|
| 111 |
+
Alice 2023-08-01 09:30:30 Good morning! I had a great time at the picnic.
|
| 112 |
+
Bob 2023-08-01 09:30:45 Hey, Carol! I went on a bike ride. It was awesome!
|
| 113 |
+
Carol 2023-08-01 09:31:00 Sounds like everyone had a wonderful weekend!
|
| 114 |
+
David 2023-08-01 09:31:15 Indeed! We should plan more outings like that.
|
| 115 |
+
Alice 2023-08-01 09:31:30 Definitely! It's nice to unwind and have fun.
|
| 116 |
+
Bob 2023-08-01 09:31:45 I agree. It helps recharge our energy for the week.
|
| 117 |
+
Carol 2023-08-01 11:00:00 I just finished reading an amazing book over the weekend.
|
| 118 |
+
David 2023-08-01 11:00:15 That's awesome, Carol! What's the book about?
|
| 119 |
+
Alice 2023-08-01 11:00:30 Tell us more! I'm always looking for good reads.
|
| 120 |
+
Bob 2023-08-01 11:00:45 I could use a good book recommendation too.
|
| 121 |
+
Carol 2023-08-01 11:01:00 It's a mystery thriller called 'The Silent Witness'.
|
| 122 |
+
David 2023-08-01 11:01:15 I've heard of that one. Is it worth reading?
|
| 123 |
+
Alice 2023-08-01 11:01:30 I read it last month and loved it!
|
| 124 |
+
Bob 2023-08-01 11:01:45 I'll add it to my reading list then.
|
| 125 |
+
Carol 2023-08-01 12:30:00 Lunchtime! What's everyone having?
|
| 126 |
+
David 2023-08-01 12:30:15 I brought some leftover pasta from last night.
|
| 127 |
+
Alice 2023-08-01 12:30:30 I'm having a Caesar salad today.
|
| 128 |
+
Bob 2023-08-01 12:30:45 I opted for a veggie wrap and some chips.
|
| 129 |
+
Carol 2023-08-01 12:31:00 Sounds like a delicious lunch spread.
|
| 130 |
+
David 2023-08-01 15:00:00 I'm feeling a bit drowsy. Coffee break, anyone?
|
| 131 |
+
Alice 2023-08-01 15:00:15 I'm up for it. Let's meet in the breakroom.
|
| 132 |
+
Bob 2023-08-01 15:00:30 I could use a pick-me-up. Count me in.
|
| 133 |
+
Carol 2023-08-01 15:00:45 I'll be there in a minute.
|
| 134 |
+
Carol 2023-08-01 17:30:00 I've been thinking about taking a photography class.
|
| 135 |
+
David 2023-08-01 17:30:15 That's a great idea, Carol! Photography is fun.
|
| 136 |
+
Alice 2023-08-01 17:30:30 You should go for it. You have a good eye.
|
| 137 |
+
Bob 2023-08-01 17:30:45 I took a photography class last year. It was amazing.
|
| 138 |
+
Carol 2023-08-01 17:31:00 I'll look into classes this evening. Thanks, everyone!
|
| 139 |
+
David 2023-08-01 20:00:00 Time to wind down. Good night, everyone!
|
| 140 |
+
Alice 2023-08-01 20:00:15 Good night, David! Sleep well.
|
| 141 |
+
Bob 2023-08-01 20:00:30 Good night, David. See you tomorrow.
|
| 142 |
+
Carol 2023-08-01 20:00:45 Sleep tight, David. Sweet dreams!
|
| 143 |
+
Bob 2023-08-02 09:15:00 Good morning, everyone! How's your week starting?
|
| 144 |
+
Carol 2023-08-02 09:15:15 Morning, Bob! So far, so good.
|
| 145 |
+
David 2023-08-02 09:15:30 Good morning! It's been a busy day already.
|
| 146 |
+
Alice 2023-08-02 09:15:45 Hey, Bob! My week started on a positive note.
|
| 147 |
+
Bob 2023-08-02 09:16:00 That's great to hear, Alice! Keep the positivity going.
|
| 148 |
+
Carol 2023-08-02 09:16:15 David, do you need any help with your tasks?
|
| 149 |
+
David 2023-08-02 09:16:30 Thanks for the offer, Carol. I'm managing for now.
|
| 150 |
+
Alice 2023-08-02 11:30:00 I'm feeling a bit stressed. Anyone up for a quick meditation session?
|
| 151 |
+
Bob 2023-08-02 11:30:15 Meditation sounds perfect to destress.
|
| 152 |
+
Carol 2023-08-02 11:30:30 Count me in! Let's find a quiet spot.
|
| 153 |
+
David 2023-08-02 11:30:45 I'll join you all. We could use some relaxation.
|
| 154 |
+
Alice 2023-08-02 12:30:00 That meditation session was exactly what I needed.
|
| 155 |
+
Bob 2023-08-02 12:30:15 Agreed! I feel so much more centered now.
|
| 156 |
+
Carol 2023-08-02 12:30:30 We should make this a daily practice.
|
| 157 |
+
David 2023-08-02 12:30:45 I'm on board. Let's continue tomorrow.
|
| 158 |
+
Bob 2023-08-02 15:00:00 I just received an invitation to a charity event next week.
|
| 159 |
+
Carol 2023-08-02 15:00:15 That's wonderful, Bob! What's the cause?
|
| 160 |
+
David 2023-08-02 15:00:30 Count me in. It's always good to support a cause.
|
| 161 |
+
Alice 2023-08-02 15:00:45 I'm interested too. Let's make a difference together.
|
| 162 |
+
Bob 2023-08-02 15:01:00 It's a fundraiser for children's education. Shall we go together?
|
| 163 |
+
Carol 2023-08-02 17:00:00 I found a photography class that fits my schedule!
|
| 164 |
+
David 2023-08-02 17:00:15 That's awesome, Carol! When does it start?
|
| 165 |
+
Alice 2023-08-02 17:00:30 I'm excited for you, Carol. Enjoy the class!
|
| 166 |
+
Bob 2023-08-02 17:00:45 You'll become an amazing photographer, Carol.
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| 167 |
+
Carol 2023-08-02 17:01:00 Thank you all for the encouragement. I can't wait!
|
| 168 |
+
Alice 2023-08-02 20:00:00 Time to wind down. Good night, everyone!
|
| 169 |
+
Bob 2023-08-02 20:00:15 Good night, Alice! Sleep well.
|
| 170 |
+
Carol 2023-08-02 20:00:30 Sweet dreams, Alice. See you tomorrow.
|
| 171 |
+
David 2023-08-02 20:00:45 Sleep tight, Alice. Have a restful night.
|
| 172 |
+
Alice 2022-01-01 12:17:00 You're welcome! Always happy to motivate.
|
| 173 |
+
Bob 2022-01-01 12:18:00 Hey, do you want to grab some lunch together?
|
| 174 |
+
Alice 2022-01-01 12:19:00 Sure! Where do you want to go?
|
| 175 |
+
Bob 2022-01-01 12:20:00 How about that new sushi place?
|
| 176 |
+
Alice 2022-01-01 12:21:00 Sounds good. Let's meet there at 1 PM.
|
| 177 |
+
Bob 2022-01-01 12:22:00 Perfect, see you then!
|
| 178 |
+
Alice 2022-01-01 12:23:00 I'm running a bit late, can we make it 1:15 PM?
|
| 179 |
+
Bob 2022-01-01 12:24:00 No problem, 1:15 PM it is.
|
| 180 |
+
Alice 2022-01-01 12:25:00 Thanks for understanding.
|
| 181 |
+
Bob 2022-01-01 12:26:00 Hey, I just saw a movie trailer for that new action film.
|
| 182 |
+
Alice 2022-01-01 12:27:00 Oh, which one? Tell me more!
|
| 183 |
+
Bob 2022-01-01 12:28:00 It's called 'Galactic Warriors.' Looks epic!
|
| 184 |
+
Alice 2022-01-01 12:29:00 I've heard about it. Let's watch it together when it's out.
|
| 185 |
+
Bob 2022-01-01 12:30:00 Absolutely! We'll plan a movie night soon.
|
| 186 |
+
Alice 2022-01-01 12:31:00 I can't wait!
|
| 187 |
+
Bob 2022-01-01 12:32:00 By the way, have you been to the new bookstore in town?
|
| 188 |
+
Alice 2022-01-01 12:33:00 Not yet, is it worth visiting?
|
| 189 |
+
Bob 2022-01-01 12:34:00 Definitely! They have a fantastic collection of books.
|
| 190 |
+
Alice 2022-01-01 12:35:00 I'm a bookworm, so I'll check it out soon.
|
| 191 |
+
Bob 2022-01-01 12:36:00 You'll love it. Let me know what you think!
|
| 192 |
+
Alice 2022-01-01 12:37:00 Hey, did you see the news about the upcoming concert?
|
| 193 |
+
Bob 2022-01-01 12:38:00 No, what concert are you talking about?
|
| 194 |
+
Alice 2022-01-01 12:39:00 It's a rock band playing at the stadium next week.
|
| 195 |
+
Bob 2022-01-01 12:40:00 Sounds awesome! Let's get tickets.
|
| 196 |
+
Alice 2022-01-01 12:41:00 I'm already on it. I'll get us the best seats!
|
| 197 |
+
Bob 2022-01-01 12:42:00 You're the best! Can't wait for the concert.
|
| 198 |
+
Alice 2022-01-01 12:43:00 It's going to be a blast!
|
| 199 |
+
Bob 2022-01-01 12:44:00 Hey, have you tried that new escape room game?
|
| 200 |
+
Alice 2022-01-01 12:45:00 Not yet, but I love escape rooms. Let's do it!
|
| 201 |
+
Bob 2022-01-01 12:46:00 Great! I'll book a session for this weekend.
|
| 202 |
+
Alice 2022-01-01 12:47:00 Looking forward to cracking the puzzles together.
|
| 203 |
+
Bob 2022-01-01 12:48:00 Me too! We make a great team.
|
| 204 |
+
Alice 2022-01-01 12:49:00 Remember that road trip we talked about?
|
| 205 |
+
Bob 2022-01-01 12:50:00 Of course, I haven't forgotten. Let's plan it soon.
|
| 206 |
+
Alice 2022-01-01 12:51:00 It's going to be an adventure!
|
| 207 |
+
Bob 2022-01-01 12:52:00 I can't wait to explore new places with you.
|
| 208 |
+
Alice 2022-01-01 12:53:00 It'll be an unforgettable trip.
|
| 209 |
+
Bob 2022-01-01 12:54:00 Indeed, we'll make memories to cherish forever.
|
| 210 |
+
Alice 2022-01-01 12:55:00 I'm grateful to have you as my friend.
|
| 211 |
+
Bob 2022-01-01 12:56:00 Likewise, Alice. You're the best!
|
| 212 |
+
Alice 2022-01-01 12:57:00 Thanks for always being there for me.
|
| 213 |
+
Bob 2022-01-01 12:58:00 Anytime! That's what friends are for.
|
| 214 |
+
Alice 2022-01-01 12:59:00 Agreed! Friends forever!
|
| 215 |
+
Bob 2022-01-01 13:00:00 Absolutely, no matter what comes our way.
|
| 216 |
+
Alice 2022-01-01 13:01:00 I'm lucky to have you as my friend.
|
| 217 |
+
Bob 2022-01-01 13:02:00 I feel the same way. We're a great team.
|
| 218 |
+
Alice 2022-01-01 13:03:00 Here's to many more adventures together!
|
| 219 |
+
Bob 2022-01-01 13:04:00 Cheers to that!
|
| 220 |
+
Alice 2022-01-01 13:05:00 So, what's your favorite type of cuisine?
|
| 221 |
+
Bob 2022-01-01 13:06:00 I love Italian food. Pasta and pizza are the best!
|
| 222 |
+
Alice 2022-01-01 13:07:00 Italian is great, but I'm more into Asian cuisine.
|
| 223 |
+
Bob 2022-01-01 13:08:00 Oh, like sushi and stir-fries?
|
| 224 |
+
Alice 2022-01-01 13:09:00 Exactly! And the variety of flavors is amazing.
|
| 225 |
+
Bob 2022-01-01 13:10:00 We should go to that sushi place for lunch.
|
| 226 |
+
Alice 2022-01-01 13:11:00 Haha, you're already planning our next meal.
|
| 227 |
+
Bob 2022-01-01 13:12:00 Well, good food makes me happy!
|
| 228 |
+
Alice 2022-01-01 13:13:00 Can't argue with that.
|
| 229 |
+
Bob 2022-01-01 13:14:00 Hey, I got tickets to the comedy show next weekend.
|
| 230 |
+
Alice 2022-01-01 13:15:00 That sounds like a fun night out.
|
| 231 |
+
Bob 2022-01-01 13:16:00 I thought you'd enjoy a good laugh.
|
| 232 |
+
Alice 2022-01-01 13:17:00 Absolutely! Thanks for thinking of me.
|
| 233 |
+
Bob 2022-01-01 13:18:00 We'll have a blast together.
|
| 234 |
+
Alice 2022-01-01 13:19:00 I can't wait to see the comedian's performance.
|
| 235 |
+
Bob 2022-01-01 13:20:00 You're in for a treat!
|
| 236 |
+
Alice 2022-01-01 13:21:00 By the way, how's your pet dog doing?
|
| 237 |
+
Bob 2022-01-01 13:22:00 He's doing great! Full of energy as always.
|
| 238 |
+
Alice 2022-01-01 13:23:00 Dogs bring so much joy into our lives.
|
| 239 |
+
Bob 2022-01-01 13:24:00 Absolutely! They're the best companions.
|
| 240 |
+
Alice 2022-01-01 13:25:00 We should plan a dog-friendly outing sometime.
|
| 241 |
+
Bob 2022-01-01 13:26:00 That's a fantastic idea. He'll love it!
|
| 242 |
+
Alice 2022-01-01 13:27:00 I'll find some dog-friendly parks and cafes.
|
| 243 |
+
Bob 2022-01-01 13:28:00 You're the best dog aunt ever!
|
| 244 |
+
Alice 2022-01-01 13:29:00 Haha, I take my role seriously!
|
| 245 |
+
Bob 2022-01-01 13:30:00 Hey, did you see the news about the art exhibition?
|
| 246 |
+
Alice 2022-01-01 13:31:00 Yes, I did! It looks like an incredible display.
|
| 247 |
+
Bob 2022-01-01 13:32:00 I'm really excited to explore the artworks.
|
| 248 |
+
Alice 2022-01-01 13:33:00 Let's go together and appreciate some art.
|
| 249 |
+
Bob 2022-01-01 13:34:00 Count me in. Art always inspires me.
|
| 250 |
+
Alice 2022-01-01 13:35:00 We can discuss our favorite pieces over coffee.
|
| 251 |
+
Bob 2022-01-01 13:36:00 Sounds like a perfect plan!
|
| 252 |
+
Alice 2022-01-01 13:37:00 Hey, do you remember our first road trip together?
|
| 253 |
+
Bob 2022-01-01 13:38:00 Of course! It was so much fun, despite getting lost.
|
| 254 |
+
Alice 2022-01-01 13:39:00 Haha, we turned the wrong way multiple times.
|
| 255 |
+
Bob 2022-01-01 13:40:00 But it made for great memories!
|
| 256 |
+
Alice 2022-01-01 13:41:00 Exactly! We laughed so hard.
|
| 257 |
+
Bob 2022-01-01 13:42:00 Let's plan another road trip soon.
|
| 258 |
+
Alice 2022-01-01 13:43:00 I'm up for it! Road trips are the best adventures.
|
| 259 |
+
Bob 2022-01-01 13:44:00 Agreed! It's all about the journey.
|
| 260 |
+
Alice 2022-01-01 13:45:00 And the company we keep.
|
| 261 |
+
Bob 2022-01-01 13:46:00 You're my favorite travel buddy.
|
| 262 |
+
Alice 2022-01-01 13:47:00 Likewise! We always have a blast together.
|
| 263 |
+
Bob 2022-01-01 13:48:00 Hey, I found a recipe for a delicious dessert.
|
| 264 |
+
Alice 2022-01-01 13:49:00 Oh, share it with me!
|
| 265 |
+
Bob 2022-01-01 13:50:00 It's a mouthwatering chocolate lava cake.
|
| 266 |
+
Alice 2022-01-01 13:51:00 Yum! We should make it this weekend.
|
| 267 |
+
Bob 2022-01-01 13:52:00 I'm on board. Let's be master chefs together!
|
| 268 |
+
Alice 2022-01-01 13:53:00 As long as we get to enjoy the cake.
|
| 269 |
+
Bob 2022-01-01 13:55:00 Remember that time we went camping?
|
| 270 |
+
Alice 2022-01-01 13:56:00 Oh, how could I forget? It was a memorable experience!
|
| 271 |
+
Bob 2022-01-01 13:57:00 Especially the campfire stories and stargazing.
|
| 272 |
+
Alice 2022-01-01 13:58:00 Those shooting stars were magical!
|
| 273 |
+
Bob 2022-01-01 13:59:00 Let's plan another camping trip soon.
|
| 274 |
+
Alice 2022-01-01 14:00:00 I'm up for it. Nature always rejuvenates me.
|
| 275 |
+
Bob 2022-01-01 14:01:00 We'll explore new camping spots this time.
|
| 276 |
+
Alice 2022-01-01 14:02:00 Sounds like an adventure waiting to happen.
|
| 277 |
+
Bob 2022-01-01 14:03:00 Hey, do you have any book recommendations?
|
| 278 |
+
Alice 2022-01-01 14:04:00 Oh, yes! Have you read 'The Night Circus'?
|
| 279 |
+
Bob 2022-01-01 14:05:00 No, I haven't. What's it about?
|
| 280 |
+
Alice 2022-01-01 14:06:00 It's a captivating fantasy with a magical circus.
|
| 281 |
+
Bob 2022-01-01 14:07:00 That sounds intriguing. I'll add it to my list.
|
| 282 |
+
Alice 2022-01-01 14:08:00 You won't be able to put it down!
|
| 283 |
+
Bob 2022-01-01 14:09:00 I love getting lost in a good book.
|
| 284 |
+
Alice 2022-01-01 14:10:00 Me too. It's a wonderful escape from reality.
|
| 285 |
+
Bob 2022-01-01 14:11:00 Hey, have you ever tried painting?
|
| 286 |
+
Alice 2022-01-01 14:12:00 Yes, I dabble in painting sometimes.
|
| 287 |
+
Bob 2022-01-01 14:13:00 You should show me your artwork sometime.
|
| 288 |
+
Alice 2022-01-01 14:14:00 I'd be happy to share my creations with you.
|
| 289 |
+
Bob 2022-01-01 14:15:00 Maybe we can have a painting session together.
|
| 290 |
+
Alice 2022-01-01 14:16:00 That sounds like a fun and creative idea.
|
| 291 |
+
Bob 2022-01-01 14:17:00 We'll unleash our inner artists!
|
| 292 |
+
Alice 2022-01-01 14:18:00 It's all about expressing ourselves.
|
| 293 |
+
Bob 2022-01-01 14:19:00 Hey, did you hear about the local music festival?
|
| 294 |
+
Alice 2022-01-01 14:20:00 Yes, it's happening next month, right?
|
| 295 |
+
Bob 2022-01-01 14:21:00 Exactly! Let's get tickets and enjoy some live music.
|
| 296 |
+
Alice 2022-01-01 14:22:00 I'm always up for a music-filled day.
|
| 297 |
+
Bob 2022-01-01 14:23:00 We can dance our hearts out!
|
| 298 |
+
Alice 2022-01-01 14:24:00 It'll be a day to remember.
|
| 299 |
+
Bob 2022-01-01 14:25:00 Hey, I just started learning to play the guitar.
|
| 300 |
+
Alice 2022-01-01 14:26:00 That's awesome! How's it going?
|
| 301 |
+
Bob 2022-01-01 14:27:00 It's challenging, but I'm having a blast.
|
| 302 |
+
Alice 2022-01-01 14:28:00 Keep practicing, and you'll get better.
|
| 303 |
+
Bob 2022-01-01 14:29:00 Maybe I can serenade you with a song someday.
|
| 304 |
+
Alice 2022-01-01 14:30:00 I'd love that! Music speaks to the soul.
|
| 305 |
+
Bob 2022-01-01 14:31:00 Indeed, it's a universal language.
|
| 306 |
+
Alice 2022-01-01 14:32:00 Hey, do you have any travel destinations on your bucket list?
|
| 307 |
+
Bob 2022-01-01 14:33:00 Yes, I'd love to visit Japan someday.
|
| 308 |
+
Alice 2022-01-01 14:34:00 Japan is amazing! The culture and cuisine are fantastic.
|
| 309 |
+
Bob 2022-01-01 14:35:00 I can't wait to experience it all.
|
| 310 |
+
Alice 2022-01-01 14:36:00 We should plan a trip together.
|
| 311 |
+
Bob 2022-01-01 14:37:00 That sounds like a dream come true.
|
| 312 |
+
Alice 2022-01-01 14:38:00 We'll make unforgettable memories in Japan.
|
| 313 |
+
Bob 2022-01-01 14:39:00 Absolutely! Let's start saving up for the trip.
|
| 314 |
+
Alice 2022-01-01 14:40:00 Good idea. It'll be worth every penny.
|
| 315 |
+
Bob 2022-01-01 14:41:00 Hey, have you ever tried rock climbing?
|
| 316 |
+
Alice 2022-01-01 14:42:00 I've done indoor climbing, but never outdoor.
|
| 317 |
+
Bob 2022-01-01 14:43:00 We should go on a rock-climbing adventure.
|
| 318 |
+
Alice 2022-01-01 14:45:00 Outdoor rock climbing sounds thrilling!
|
| 319 |
+
Bob 2022-01-01 14:46:00 It's an adrenaline rush like no other.
|
| 320 |
+
Alice 2022-01-01 14:47:00 I'm up for the challenge. Let's do it!
|
| 321 |
+
Bob 2022-01-01 14:48:00 We'll conquer those cliffs together!
|
| 322 |
+
Alice 2022-01-01 14:49:00 And celebrate our victory at the top.
|
| 323 |
+
Bob 2022-01-01 14:50:00 Hey, I discovered a hidden gem of a café.
|
| 324 |
+
Alice 2022-01-01 14:51:00 Ooh, tell me more! I'm always up for coffee.
|
| 325 |
+
Bob 2022-01-01 14:52:00 It's a cozy spot with the best coffee in town.
|
| 326 |
+
Alice 2022-01-01 14:53:00 I can already smell the aroma of fresh brews.
|
| 327 |
+
Bob 2022-01-01 14:54:00 Let's go there for our next coffee date.
|
| 328 |
+
Alice 2022-01-01 14:55:00 I'm looking forward to it already.
|
| 329 |
+
Bob 2022-01-01 14:56:00 By the way, have you seen the latest superhero movie?
|
| 330 |
+
Alice 2022-01-01 14:57:00 Yes, I caught it last week. It was epic!
|
| 331 |
+
Bob 2022-01-01 14:58:00 The action sequences were mind-blowing.
|
| 332 |
+
Alice 2022-01-01 14:59:00 I love how superheroes inspire us.
|
| 333 |
+
Bob 2022-01-01 15:00:00 They remind us that we can be heroes too.
|
| 334 |
+
Alice 2022-01-01 15:01:00 Absolutely! We all have our superpowers.
|
| 335 |
+
Bob 2022-01-01 15:02:00 Hey, I just started learning a new language.
|
| 336 |
+
Alice 2022-01-01 15:03:00 That's awesome! Which language is it?
|
| 337 |
+
Bob 2022-01-01 15:04:00 I'm learning Spanish.
|
| 338 |
+
Alice 2022-01-01 15:05:00 ¡Qué bien! That's great news!
|
| 339 |
+
Bob 2022-01-01 15:06:00 Gracias! I'm excited to become fluent.
|
| 340 |
+
Alice 2022-01-01 15:07:00 Practicing with native speakers helps a lot.
|
| 341 |
+
Bob 2022-01-01 15:08:00 We should have a Spanish conversation sometime.
|
| 342 |
+
Alice 2022-01-01 15:09:00 Me encantaría! I'd love that!
|
| 343 |
+
Bob 2022-01-01 15:10:00 ¡Genial! Great minds think alike.
|
| 344 |
+
Alice 2022-01-01 15:11:00 Hey, do you remember that crazy scavenger hunt we did?
|
| 345 |
+
Bob 2022-01-01 15:12:00 Oh, how could I forget? It was a wild adventure!
|
| 346 |
+
Alice 2022-01-01 15:13:00 We had to solve riddles all over the city.
|
| 347 |
+
Bob 2022-01-01 15:14:00 And the final clue led us to an unexpected surprise.
|
| 348 |
+
Alice 2022-01-01 15:15:00 That was a day filled with laughter and excitement.
|
| 349 |
+
Bob 2022-01-01 15:16:00 We make a great team in any challenge.
|
| 350 |
+
Alice 2022-01-01 15:17:00 That's because we have each other's backs.
|
| 351 |
+
Bob 2022-01-01 15:18:00 Absolutely! Friendship is a superpower.
|
| 352 |
+
Alice 2022-01-01 15:19:00 And we have an extraordinary bond.
|
| 353 |
+
Bob 2022-01-01 15:20:00 Hey, I just adopted a plant for my apartment.
|
| 354 |
+
Alice 2022-01-01 15:21:00 That's wonderful! What kind of plant is it?
|
| 355 |
+
Bob 2022-01-01 15:22:00 It's a vibrant Monstera deliciosa.
|
| 356 |
+
Alice 2022-01-01 15:23:00 I love the large, glossy leaves of the Monstera.
|
| 357 |
+
Bob 2022-01-01 15:24:00 It adds such a nice touch of nature to my home.
|
| 358 |
+
Alice 2022-01-01 15:25:00 Plants create a calming and inviting atmosphere.
|
| 359 |
+
Bob 2022-01-01 15:26:00 They sure do. I'm already planning to get more.
|
| 360 |
+
Alice 2022-01-01 15:27:00 Soon, you'll have your mini indoor jungle.
|
| 361 |
+
Bob 2022-01-01 15:28:00 Haha, I won't complain about that.
|
| 362 |
+
Alice 2022-01-01 15:29:00 Hey, let's go on a photography walk this weekend.
|
| 363 |
+
Bob 2022-01-01 15:30:00 That's a fantastic idea! I'll bring my camera.
|
| 364 |
+
Alice 2022-01-01 15:31:00 We'll capture the beauty of the city.
|
| 365 |
+
Bob 2022-01-01 15:32:00 I'm looking forward to exploring new angles.
|
| 366 |
+
Alice 2022-01-01 15:33:00 And finding the hidden gems.
|
| 367 |
+
Bob 2022-01-01 15:34:00 We'll become photography wizards!
|
| 368 |
+
Alice 2022-01-01 15:35:00 And create a beautiful photo collection.
|
| 369 |
+
Bob 2022-01-01 15:36:00 Hey, do you have any favorite childhood memories?
|
| 370 |
+
Alice 2022-01-01 15:37:00 Oh, plenty! One of my favorites is building pillow forts.
|
| 371 |
+
Bob 2022-01-01 15:38:00 Those were the days of imagination and adventure.
|
| 372 |
+
Alice 2022-01-01 15:39:00 I loved pretending the fort was my secret hideout.
|
| 373 |
+
Bob 2022-01-01 15:40:00 And we'd spend hours playing in our little world.
|
| 374 |
+
Alice 2022-01-01 15:41:00 Simple joys that made us so happy.
|
| 375 |
+
Bob 2022-01-01 15:42:00 Absolutely! Childhood was magical.
|
| 376 |
+
Alice 2022-01-01 15:43:00 Hey, have you ever thought about writing a book?
|
| 377 |
+
Bob 2022-01-01 15:44:00 Funny you ask, I've had that idea in my mind.
|
| 378 |
+
Alice 2022-01-01 15:45:00 You should totally go for it!
|
| 379 |
+
Bob 2022-01-01 15:46:00 I just need to find the right story to tell.
|
| 380 |
+
Alice 2022-01-01 15:47:00 Your imagination is boundless. You'll find it.
|
| 381 |
+
Bob 2022-01-01 15:48:00 You're right. I'll start jotting down ideas.
|
| 382 |
+
Alice 2022-01-01 15:49:00 I can't wait to read your book someday.
|
| 383 |
+
Bob 2022-01-01 15:50:00 I hope it becomes a reality.
|
| 384 |
+
Alice 2022-01-01 15:51:00 You've got this!
|
| 385 |
+
Bob 2022-01-01 15:52:00 Hey, I just tried a new recipe for lasagna.
|
| 386 |
+
Alice 2022-01-01 15:53:00 Lasagna is one of my all-time favorite dishes!
|
| 387 |
+
Bob 2022-01-01 15:54:00 It turned out so delicious. I'm proud of myself!
|
| 388 |
+
Alice 2022-01-01 15:55:00 Cooking is a delightful skill to have.
|
| 389 |
+
Bob 2022-01-01 15:56:00 I'm always excited to try new recipes.
|
| 390 |
+
Alice 2022-01-01 15:57:00 And it's even better when you share it with friends.
|
| 391 |
+
Bob 2022-01-01 15:58:00 I'll make some for you next time we meet.
|
| 392 |
+
Alice 2022-01-01 15:59:00 Looking forward to it!
|
| 393 |
+
Bob 2022-01-01 16:00:00 Hey, I found a list of fun challenges to try.
|
| 394 |
+
Alice 2022-01-01 16:01:00 Challenges? Count me in!
|
| 395 |
+
Bob 2022-01-01 16:02:00 How about a 30-day fitness challenge?
|
| 396 |
+
Alice 2022-01-01 16:03:00 That sounds like a great way to stay active.
|
| 397 |
+
Bob 2022-01-01 16:04:00 We'll motivate each other to keep going.
|
| 398 |
+
Alice 2022-01-01 16:05:00 And celebrate our progress along the way.
|
| 399 |
+
Bob 2022-01-01 16:06:00 Let's start the challenge tomorrow!
|
| 400 |
+
Alice 2022-01-01 16:07:00 I'm ready to crush it!
|
| 401 |
+
Bob 2022-01-01 16:08:00 Hey, I just adopted a new hobby: astronomy.
|
| 402 |
+
Alice 2022-01-01 16:09:00 Stargazing is so mesmerizing.
|
| 403 |
+
Bob 2022-01-01 16:10:00 I got a telescope to explore the night sky.
|
| 404 |
+
Alice 2022-01-01 16:11:00 We should have a stargazing night soon.
|
| 405 |
+
Bob 2022-01-01 16:12:00 I'll set up the telescope, and we'll identify constellations.
|
| 406 |
+
Alice 2022-01-01 16:13:00 It'll be a magical experience under the stars.
|
| 407 |
+
Bob 2022-01-01 16:14:00 Hey, do you believe in the supernatural?
|
| 408 |
+
Alice 2022-01-01 16:15:00 I think there's so much we don't understand.
|
| 409 |
+
Bob 2022-01-01 16:16:00 Ghosts, spirits, and mysteries intrigue me.
|
| 410 |
+
Alice 2022-01-01 16:17:00 Some stories are quite eerie.
|
| 411 |
+
Bob 2022-01-01 16:18:00 Remember that old abandoned house on the outskirts?
|
| 412 |
+
Alice 2022-01-01 16:19:00 Yes, the one people say is haunted?
|
| 413 |
+
Bob 2022-01-01 16:20:00 Exactly! I've always wondered what's inside.
|
| 414 |
+
Alice 2022-01-01 16:21:00 Are you suggesting we explore it?
|
| 415 |
+
Bob 2022-01-01 16:22:00 It would be an adventure of a lifetime!
|
| 416 |
+
Alice 2022-01-01 16:23:00 You sure love those spooky thrills.
|
| 417 |
+
Bob 2022-01-01 16:24:00 Haha, I can't resist a good mystery.
|
| 418 |
+
Alice 2022-01-01 16:25:00 Alright, I'm in. Let's go ghost hunting!
|
| 419 |
+
Bob 2022-01-01 16:26:00 It's a date! We'll bring our flashlights.
|
| 420 |
+
Alice 2022-01-01 16:27:00 And our courage. We might need it.
|
| 421 |
+
Bob 2022-01-01 16:28:00 Hey, have you ever tried meditation?
|
| 422 |
+
Alice 2022-01-01 16:29:00 Yes, I meditate regularly. It's so calming.
|
| 423 |
+
Bob 2022-01-01 16:30:00 I'd like to give it a try. Any tips?
|
| 424 |
+
Alice 2022-01-01 16:31:00 Find a quiet space and focus on your breath.
|
| 425 |
+
Bob 2022-01-01 16:32:00 What if my mind keeps wandering?
|
| 426 |
+
Alice 2022-01-01 16:33:00 It's normal. Just gently bring it back to your breath.
|
| 427 |
+
Bob 2022-01-01 16:34:00 I'll practice and become a meditation guru!
|
| 428 |
+
Alice 2022-01-01 16:35:00 Haha, you'll find inner peace in no time.
|
| 429 |
+
Bob 2022-01-01 16:36:00 Hey, let's have a movie marathon next weekend.
|
| 430 |
+
Alice 2022-01-01 16:37:00 That sounds like a perfect way to unwind.
|
| 431 |
+
Bob 2022-01-01 16:38:00 We'll watch all our favorite films.
|
| 432 |
+
Alice 2022-01-01 16:39:00 Don't forget the popcorn and snacks!
|
| 433 |
+
Bob 2022-01-01 16:40:00 Of course! It's a movie night essential.
|
| 434 |
+
Alice 2022-01-01 16:41:00 I'm excited for the movie marathon.
|
| 435 |
+
Bob 2022-01-01 16:42:00 It'll be the best movie night ever.
|
| 436 |
+
Alice 2022-01-01 16:43:00 Hey, have you ever considered adopting a pet?
|
| 437 |
+
Bob 2022-01-01 16:44:00 I've thought about it. A furry friend would be lovely.
|
| 438 |
+
Alice 2022-01-01 16:45:00 Pets bring so much joy and companionship.
|
| 439 |
+
Bob 2022-01-01 16:46:00 I'll visit the local shelter and see if there's a perfect match.
|
| 440 |
+
Alice 2022-01-01 16:47:00 A rescued pet would be so grateful for a loving home.
|
| 441 |
+
Bob 2022-01-01 16:48:00 You're right. I'll make a pet's day and my own.
|
| 442 |
+
Alice 2022-01-01 16:49:00 Your heart will be full of love.
|
| 443 |
+
Bob 2022-01-01 16:50:00 Hey, I just learned a new magic trick.
|
| 444 |
+
Alice 2022-01-01 16:51:00 I love magic! Show me!
|
| 445 |
+
Bob 2022-01-01 16:52:00 Okay, here goes... Ta-da! I made this coin disappear!
|
| 446 |
+
Alice 2022-01-01 16:53:00 Wow, that's amazing! How did you do it?
|
| 447 |
+
Bob 2022-01-01 16:54:00 Ah, magicians never reveal their secrets.
|
| 448 |
+
Alice 2022-01-01 16:55:00 You've become a mysterious magician.
|
| 449 |
+
Bob 2022-01-01 16:56:00 Haha, it's all about the illusion.
|
| 450 |
+
Alice 2022-01-01 16:57:00 Keep practicing, and you'll have a magic show soon!
|
| 451 |
+
Bob 2022-01-01 16:58:00 I'll work on my tricks and amaze everyone!
|
| 452 |
+
Alice 2022-01-01 16:59:00 I have no doubt you'll be a showstopper.
|
| 453 |
+
Bob 2022-01-01 17:00:00 Thanks for believing in my magic!
|
| 454 |
+
Alice 2022-01-01 17:01:00 Always! You're a real-life magician to me.
|
| 455 |
+
Bob 2022-01-01 17:02:00 Hey, have you ever tried journaling?
|
| 456 |
+
Alice 2022-01-01 17:03:00 Yes, I have a journal where I write my thoughts.
|
| 457 |
+
Bob 2022-01-01 17:04:00 Does it help you process your emotions?
|
| 458 |
+
Alice 2022-01-01 17:05:00 Definitely. It's like a personal therapist.
|
| 459 |
+
Bob 2022-01-01 17:06:00 I should start journaling too.
|
| 460 |
+
Alice 2022-01-01 17:07:00 It's a great way to reflect on your experiences.
|
| 461 |
+
Bob 2022-01-01 17:08:00 I'll give it a try and pour my thoughts on paper.
|
| 462 |
+
Alice 2022-01-01 17:09:00 You'll discover insights about yourself.
|
| 463 |
+
Bob 2022-01-01 17:10:00 And I can keep track of my progress and growth.
|
| 464 |
+
Alice 2022-01-01 17:11:00 Exactly! It's like a personal time capsule.
|
| 465 |
+
Bob 2022-01-01 17:12:00 Hey, let's go on a spontaneous road trip.
|
| 466 |
+
Alice 2022-01-01 17:13:00 That sounds like an exciting adventure!
|
| 467 |
+
Bob 2022-01-01 17:14:00 We'll hit the open road and see where it leads.
|
| 468 |
+
Alice 2022-01-01 17:15:00 Road trips are all about the journey.
|
| 469 |
+
Bob 2022-01-01 17:16:00 We'll visit charming towns and scenic spots.
|
| 470 |
+
Alice 2022-01-01 17:17:00 And make memories that'll last a lifetime.
|
| 471 |
+
Bob 2022-01-01 17:18:00 I can't wait to feel the freedom of the road.
|
| 472 |
+
Alice 2022-01-01 17:19:00 Get ready for an unforgettable escapade!
|
| 473 |
+
Bob 2022-01-01 17:20:00 Hey, have you ever tried skydiving?
|
| 474 |
+
Alice 2022-01-01 17:21:00 Not yet, but it's on my bucket list.
|
| 475 |
+
Bob 2022-01-01 17:22:00 Let's do it together and conquer our fears.
|
| 476 |
+
Alice 2022-01-01 17:23:00 Jumping out of a plane sounds both terrifying and thrilling.
|
| 477 |
+
Bob 2022-01-01 17:24:00 The adrenaline rush will be incredible.
|
| 478 |
+
Alice 2022-01-01 17:25:00 I'm ready to take the leap!
|
| 479 |
+
Bob 2022-01-01 17:26:00 We'll soar through the skies like birds.
|
| 480 |
+
Alice 2022-01-01 17:27:00 It'll be a moment of pure freedom.
|
| 481 |
+
Bob 2022-01-01 17:28:00 Hey, have you ever tried cooking a gourmet meal?
|
| 482 |
+
Alice 2022-01-01 17:29:00 I've dabbled in some fancy recipes.
|
| 483 |
+
Bob 2022-01-01 17:30:00 Let's challenge ourselves to create a three-course meal.
|
| 484 |
+
Alice 2022-01-01 17:31:00 A gourmet dinner prepared by us sounds impressive.
|
| 485 |
+
Bob 2022-01-01 17:32:00 We'll bring out our inner master chefs.
|
| 486 |
+
Alice 2022-01-01 17:33:00 Cooking together will be a fun experience.
|
| 487 |
+
Bob 2022-01-01 17:34:00 We'll plate it like true culinary artists.
|
| 488 |
+
Alice 2022-01-01 17:35:00 Our taste buds will be in for a treat.
|
| 489 |
+
Bob 2022-01-01 17:36:00 Hey, do you have any favorite quotes?
|
| 490 |
+
Alice 2022-01-01 17:37:00 One of my favorites is 'Be the change you wish to see in the world.' - Mahatma Gandhi
|
| 491 |
+
Bob 2022-01-01 17:38:00 That's a beautiful quote with a powerful message.
|
| 492 |
+
Alice 2022-01-01 17:39:00 Quotes have a way of inspiring and uplifting us.
|
| 493 |
+
Bob 2022-01-01 17:40:00 They can be a guiding light in difficult times.
|
| 494 |
+
Alice 2022-01-01 17:41:00 Hey, let's create our own inspiring quotes.
|
| 495 |
+
Bob 2022-01-01 17:42:00 A quote that reflects our friendship!
|
| 496 |
+
Alice 2022-01-01 17:43:00 That's a fantastic idea! We'll be quoted for generations to come.
|
| 497 |
+
Bob 2022-01-01 17:44:00 Our words will echo in the hearts of others.
|
| 498 |
+
Alice 2022-01-01 17:45:00 Our friendship will leave a lasting legacy.
|
| 499 |
+
Bob 2022-01-01 17:46:00 Hey, let's plan a surprise party for a friend.
|
| 500 |
+
Alice 2022-01-01 17:47:00 Surprise parties are always full of joy.
|
| 501 |
+
Bob 2022-01-01 17:48:00 We'll make it the best party they've ever had.
|
| 502 |
+
Alice 2022-01-01 17:49:00 The look of delight on their face will be priceless.
|
| 503 |
+
Bob 2022-01-01 17:50:00 We'll secretly invite all their favorite people.
|
| 504 |
+
Alice 2022-01-01 17:51:00 And create unforgettable memories together.
|
| 505 |
+
Bob 2022-01-01 17:52:00 It'll be a celebration of friendship and happiness.
|
| 506 |
+
Alice 2022-01-01 17:53:00 Let's start planning and make it a magical surprise!
|
| 507 |
+
Bob 2022-01-01 17:54:00 Hey, have you ever tried solving a Rubik's Cube?
|
| 508 |
+
Alice 2022-01-01 17:55:00 Yes, I've managed to solve it a few times.
|
| 509 |
+
Bob 2022-01-01 17:56:00 That's impressive! I can't figure it out.
|
| 510 |
+
Alice 2022-01-01 17:57:00 It's all about learning algorithms and practice.
|
| 511 |
+
Bob 2022-01-01 17:58:00 Teach me your tricks, oh Rubik's Cube master!
|
| 512 |
+
Alice 2022-01-01 17:59:00 I'll be your Rubik's Cube mentor.
|
| 513 |
+
Bob 2022-01-01 18:00:00 Together, we'll conquer this colorful puzzle.
|
| 514 |
+
Alice 2022-01-01 18:01:00 Solving it is such a satisfying feeling.
|
| 515 |
+
Bob 2022-01-01 18:02:00 Hey, do you enjoy dancing?
|
| 516 |
+
Alice 2022-01-01 18:03:00 Absolutely! I love dancing like nobody's watching.
|
| 517 |
+
Bob 2022-01-01 18:04:00 We should have a dance-off, just for fun.
|
| 518 |
+
Alice 2022-01-01 18:05:00 Haha, that sounds like a blast!
|
| 519 |
+
Bob 2022-01-01 18:06:00 We'll dance to our favorite tunes.
|
| 520 |
+
Alice 2022-01-01 18:07:00 It'll be a friendly battle of the dance floor.
|
| 521 |
+
Bob 2022-01-01 18:08:00 We'll bust out our best moves.
|
| 522 |
+
Alice 2022-01-01 18:09:00 And groove the night away!
|
| 523 |
+
Bob 2022-01-01 18:10:00 Hey, have you ever tried playing an instrument?
|
| 524 |
+
Alice 2022-01-01 18:11:00 Yes, I play the guitar. It's so fulfilling.
|
| 525 |
+
Bob 2022-01-01 18:12:00 I've always wanted to learn the piano.
|
| 526 |
+
Alice 2022-01-01 18:13:00 It's never too late to start.
|
| 527 |
+
Bob 2022-01-01 18:14:00 You're right. I'll get a keyboard and begin practicing.
|
| 528 |
+
Alice 2022-01-01 18:15:00 Learning an instrument opens up a new world.
|
| 529 |
+
Bob 2022-01-01 18:16:00 I can't wait to create music of my own.
|
| 530 |
+
Alice 2022-01-01 18:17:00 You'll discover the joy of playing melodies.
|
| 531 |
+
Bob 2022-01-01 18:18:00 Hey, let's have a board game night.
|
| 532 |
+
Alice 2022-01-01 18:19:00 Board games are so much fun!
|
| 533 |
+
Bob 2022-01-01 18:20:00 We'll play all our favorite classics.
|
| 534 |
+
Alice 2022-01-01 18:21:00 It'll be a friendly competition.
|
| 535 |
+
Bob 2022-01-01 18:22:00 We'll see who can conquer the game of strategy.
|
| 536 |
+
Alice 2022-01-01 18:23:00 Board games bring out the best laughs.
|
| 537 |
+
Bob 2022-01-01 18:24:00 And a bit of healthy rivalry!
|
| 538 |
+
Alice 2022-01-01 18:25:00 I'm excited for game night!
|
| 539 |
+
Bob 2022-01-01 18:26:00 Hey, have you ever tried paddleboarding?
|
| 540 |
+
Alice 2022-01-01 18:27:00 Yes, it's a fantastic outdoor activity!
|
| 541 |
+
Bob 2022-01-01 18:28:00 Let's rent paddleboards and hit the water.
|
| 542 |
+
Alice 2022-01-01 18:29:00 We'll glide along the serene lake.
|
| 543 |
+
Bob 2022-01-01 18:30:00 The sun and the water will energize us.
|
| 544 |
+
Alice 2022-01-01 18:31:00 It's a great way to connect with nature.
|
| 545 |
+
Bob 2022-01-01 18:32:00 We might even spot some fish swimming below.
|
| 546 |
+
Alice 2022-01-01 18:33:00 Paddleboarding is both relaxing and invigorating.
|
| 547 |
+
Bob 2022-01-01 18:34:00 Hey, let's organize a picnic in the park.
|
| 548 |
+
Alice 2022-01-01 18:35:00 Picnics are delightful, especially with good company.
|
| 549 |
+
Bob 2022-01-01 18:36:00 We'll pack delicious treats and drinks.
|
| 550 |
+
Alice 2022-01-01 18:37:00 And lay out a cozy blanket under the shade.
|
| 551 |
+
Bob 2022-01-01 18:38:00 We'll bask in the beauty of nature.
|
| 552 |
+
Alice 2022-01-01 18:39:00 And enjoy the simplicity of a relaxing afternoon.
|
| 553 |
+
Bob 2022-01-01 18:40:00 It'll be a picnic to remember.
|
| 554 |
+
Alice 2022-01-01 18:41:00 With laughter, good food, and great vibes.
|
| 555 |
+
Bob 2022-01-01 18:42:00 Hey, have you ever tried a virtual escape room?
|
| 556 |
+
Alice 2022-01-01 18:43:00 Yes, they're a fun way to challenge our minds.
|
| 557 |
+
Alice 2023-07-27 10:00:00 Good morning! How was your weekend?
|
| 558 |
+
Bob 2023-07-27 10:00:30 Morning! It was great. I went hiking on Saturday.
|
| 559 |
+
Alice 2023-07-27 10:01:15 That sounds lovely! I spent Sunday at the beach.
|
| 560 |
+
Bob 2023-07-27 10:02:00 Beach days are the best. Did you swim?
|
| 561 |
+
Alice 2023-07-27 10:02:30 Yes, I enjoyed some time in the water. So refreshing!
|
| 562 |
+
Bob 2023-07-27 10:03:15 Lucky you! By the way, have you seen the news?
|
| 563 |
+
Alice 2023-07-27 10:03:45 No, not yet. What's going on?
|
| 564 |
+
Bob 2023-07-27 10:04:30 There's a new art exhibition at the museum.
|
| 565 |
+
Alice 2023-07-27 10:05:00 Oh, I love art exhibitions! Let's go this weekend.
|
| 566 |
+
Bob 2023-07-27 10:10:00 Sounds like a plan. We can invite David and Lisa too.
|
| 567 |
+
Alice 2023-07-27 10:12:00 Great idea! They'll love it. I'll text them.
|
| 568 |
+
Bob 2023-07-27 13:30:00 Just finished lunch. How's work going?
|
| 569 |
+
Alice 2023-07-27 13:31:00 Work's keeping me busy, but I'm managing.
|
| 570 |
+
Bob 2023-07-27 13:32:00 Hang in there! We can plan something fun for the evening.
|
| 571 |
+
Alice 2023-07-27 13:34:00 That sounds like a perfect way to unwind.
|
| 572 |
+
Bob 2023-07-27 15:00:00 Let's meet at the park for a stroll at 6 pm?
|
| 573 |
+
Alice 2023-07-27 15:02:00 Sounds good! I'll bring some snacks.
|
| 574 |
+
Bob 2023-07-27 17:00:00 Just got home. How's your day going?
|
| 575 |
+
Alice 2023-07-27 17:02:00 It's been productive. Looking forward to the park.
|
| 576 |
+
Bob 2023-07-27 17:05:00 Me too! The weather's perfect for a walk.
|
| 577 |
+
Alice 2023-07-27 18:30:00 I'm at the park. Where are you?
|
| 578 |
+
Bob 2023-07-27 18:35:00 Almost there. Be with you in a few.
|
| 579 |
+
Alice 2023-07-27 19:00:00 The sunset looks stunning today.
|
| 580 |
+
Bob 2023-07-27 19:01:00 It's breathtaking! Nature never disappoints.
|
| 581 |
+
Alice 2023-07-27 19:05:00 I'm glad we took this time to relax.
|
| 582 |
+
Bob 2023-07-27 19:08:00 Me too. This park is a hidden gem.
|
| 583 |
+
Alice 2023-07-27 20:30:00 Back home now. Thanks for the lovely evening!
|
| 584 |
+
Bob 2023-07-27 20:31:00 You're welcome! Let's do it again soon.
|
| 585 |
+
Alice 2023-07-27 21:00:00 Definitely. Have a good night, Bob!
|
| 586 |
+
Bob 2023-07-27 21:02:00 You too, Alice! Sleep well.
|
| 587 |
+
Alice 2023-07-28 09:00:00 Good morning, everyone! How did you sleep?
|
| 588 |
+
Bob 2023-07-28 09:00:15 Morning, Alice! I slept like a baby.
|
| 589 |
+
Carol 2023-07-28 09:00:30 Good morning! I had a restful night too.
|
| 590 |
+
David 2023-07-28 09:00:45 Hey, everyone! I slept okay, but I'm ready for coffee.
|
| 591 |
+
Alice 2023-07-28 09:01:00 Coffee sounds like a good idea. Let's meet in the breakroom.
|
| 592 |
+
Bob 2023-07-28 09:01:15 I'll be there in a minute.
|
| 593 |
+
Carol 2023-07-28 09:01:30 Same here. Need caffeine to kickstart the day.
|
| 594 |
+
David 2023-07-28 09:01:45 Agreed. See you all there.
|
| 595 |
+
Alice 2023-07-28 12:30:00 Lunchtime already! What's on the menu today?
|
| 596 |
+
Bob 2023-07-28 12:30:15 I brought a chicken wrap and some chips.
|
| 597 |
+
Carol 2023-07-28 12:30:30 I'm having a quinoa salad with veggies.
|
| 598 |
+
David 2023-07-28 12:30:45 I opted for a classic ham and cheese sandwich.
|
| 599 |
+
Alice 2023-07-28 12:31:00 Looks like we all have delicious choices.
|
| 600 |
+
Bob 2023-07-28 15:00:00 Afternoon slump hitting hard. How about a quick walk?
|
| 601 |
+
Carol 2023-07-28 15:00:15 A walk sounds perfect to break the monotony.
|
| 602 |
+
David 2023-07-28 15:00:30 I'm in! Let's meet in the lobby.
|
| 603 |
+
Alice 2023-07-28 15:00:45 Great! I'll be there in 5 minutes.
|
| 604 |
+
Bob 2023-07-28 15:01:00 See you all soon.
|
| 605 |
+
Alice 2023-07-28 18:00:00 Back from the walk. Feeling more energized!
|
| 606 |
+
Bob 2023-07-28 18:00:15 It was a good way to recharge.
|
| 607 |
+
Carol 2023-07-28 18:00:30 I love taking breaks like this.
|
| 608 |
+
David 2023-07-28 18:00:45 Nature walks are always refreshing.
|
| 609 |
+
Alice 2023-07-28 18:30:00 The day is almost over. Time flies!
|
| 610 |
+
Bob 2023-07-28 18:30:15 Indeed! It's been a productive day though.
|
| 611 |
+
Carol 2023-07-28 18:30:30 Let's plan another walk soon.
|
| 612 |
+
David 2023-07-28 18:30:45 Definitely. I'm up for it anytime.
|
| 613 |
+
Alice 2023-07-28 20:00:00 Dinner time! See you all at the restaurant.
|
| 614 |
+
Bob 2023-07-28 20:00:15 Can't wait to try some delicious pasta!
|
| 615 |
+
Carol 2023-07-28 20:00:30 I hope they have some tasty vegetarian options.
|
| 616 |
+
David 2023-07-28 20:00:45 Looking forward to it. See you there!
|
| 617 |
+
Alice 2023-07-29 08:45:00 Good morning, folks! Did anyone catch the sunrise?
|
| 618 |
+
Bob 2023-07-29 08:46:00 Morning, Alice! I missed it, but I heard it was stunning.
|
| 619 |
+
Carol 2023-07-29 08:47:00 I was up early for a jog. The sunrise was breathtaking!
|
| 620 |
+
David 2023-07-29 08:48:00 Lucky you, Carol! I slept in and missed it.
|
| 621 |
+
Alice 2023-07-29 08:50:00 No worries, David. The day is just beginning.
|
| 622 |
+
Carol 2023-07-29 09:10:00 Hey, guys! How about we have a potluck lunch today?
|
| 623 |
+
Bob 2023-07-29 09:12:00 Potluck sounds fun! Count me in.
|
| 624 |
+
David 2023-07-29 09:15:00 I'm up for it. What should I bring?
|
| 625 |
+
Alice 2023-07-29 09:20:00 How about a dessert, David? Your pies are delicious!
|
| 626 |
+
David 2023-07-29 09:22:00 Sure thing! I'll whip up some apple pies.
|
| 627 |
+
Carol 2023-07-29 09:25:00 I'll make a fresh fruit salad.
|
| 628 |
+
Bob 2023-07-29 09:30:00 I can prepare some sandwiches and snacks.
|
| 629 |
+
Alice 2023-07-29 09:35:00 Perfect! We'll have a delightful potluck.
|
| 630 |
+
Bob 2023-07-29 11:00:00 Taking a short break. Anyone up for coffee?
|
| 631 |
+
Carol 2023-07-29 11:01:00 I'm in! Let's head to the breakroom.
|
| 632 |
+
David 2023-07-29 11:02:00 I'll join you in a minute.
|
| 633 |
+
Alice 2023-07-29 11:03:00 I'll bring some cookies along.
|
| 634 |
+
Bob 2023-07-29 11:05:00 You're the best, Alice!
|
| 635 |
+
David 2023-07-29 13:00:00 Lunchtime! Where shall we set up the potluck?
|
| 636 |
+
Carol 2023-07-29 13:01:00 Let's use the big table in the conference room.
|
| 637 |
+
Alice 2023-07-29 13:02:00 Sounds good! I'll start setting up.
|
| 638 |
+
Bob 2023-07-29 13:03:00 I'll bring the drinks and cups.
|
| 639 |
+
David 2023-07-29 13:04:00 And I have the apple pies ready.
|
| 640 |
+
Carol 2023-07-29 13:05:00 The fruit salad is all set!
|
| 641 |
+
Alice 2023-07-29 13:06:00 Looks like we're all set. Let's enjoy the feast!
|
| 642 |
+
Bob 2023-07-29 15:30:00 What a fantastic potluck! I'm stuffed.
|
| 643 |
+
Carol 2023-07-29 15:31:00 Agreed! Everyone brought such tasty dishes.
|
| 644 |
+
David 2023-07-29 15:32:00 I'm glad you all enjoyed the pies.
|
| 645 |
+
Alice 2023-07-29 15:33:00 Your apple pies are always a hit, David!
|
| 646 |
+
Bob 2023-07-29 17:00:00 I'm in the mood for some games. Anyone up for a board game?
|
| 647 |
+
Carol 2023-07-29 17:01:00 I'm game! What do you have in mind?
|
| 648 |
+
David 2023-07-29 17:02:00 How about a game of Settlers of Catan?
|
| 649 |
+
Alice 2023-07-29 17:03:00 Count me in! It's always so much fun.
|
| 650 |
+
Bob 2023-07-29 17:04:00 Great choice! Let's meet in the breakroom.
|
| 651 |
+
Carol 2023-07-29 17:05:00 I'll grab the game board and cards.
|
| 652 |
+
David 2023-07-29 17:06:00 I'll get some snacks and drinks.
|
| 653 |
+
Alice 2023-07-29 18:30:00 That was an intense game! Thanks, everyone.
|
| 654 |
+
Bob 2023-07-29 18:31:00 Indeed, it was! We should do this more often.
|
| 655 |
+
Carol 2023-07-29 18:32:00 I had a blast! Count me in for the next round.
|
| 656 |
+
David 2023-07-29 18:33:00 You're all welcome. I'm always up for some Catan.
|
| 657 |
+
Alice 2023-07-29 20:00:00 Time flies when you're having fun. Good night, everyone!
|
| 658 |
+
Bob 2023-07-29 20:01:00 Good night, Alice! Sleep well.
|
| 659 |
+
Carol 2023-07-29 20:02:00 Sleep tight, Alice. See you tomorrow.
|
| 660 |
+
David 2023-07-29 20:03:00 Good night, Alice. Sweet dreams!
|
| 661 |
+
Alice 2023-07-30 09:15:00 Good morning, everyone! How are you today?
|
| 662 |
+
Bob 2023-07-30 09:15:15 Morning, Alice! I'm feeling great.
|
| 663 |
+
Carol 2023-07-30 09:15:30 Good morning! I could use another coffee.
|
| 664 |
+
David 2023-07-30 09:15:45 Hey, everyone! I'm doing well, thanks.
|
| 665 |
+
Alice 2023-07-30 09:16:00 Glad to hear that. Carol, let's get you that coffee!
|
| 666 |
+
Carol 2023-07-30 09:16:15 Thanks, Alice! You're a lifesaver.
|
| 667 |
+
Bob 2023-07-30 11:30:00 I just got an email about the team meeting at 2 pm.
|
| 668 |
+
Carol 2023-07-30 11:30:15 Thanks for the heads up, Bob!
|
| 669 |
+
David 2023-07-30 11:30:30 I'll add it to my calendar. Thanks!
|
| 670 |
+
Alice 2023-07-30 11:30:45 Great! Let's be prepared for the meeting.
|
| 671 |
+
Bob 2023-07-30 13:00:00 Lunchtime, finally! What's everyone having?
|
| 672 |
+
Carol 2023-07-30 13:00:15 I brought a turkey sandwich and some chips.
|
| 673 |
+
David 2023-07-30 13:00:30 I'm having a salad and a yogurt.
|
| 674 |
+
Alice 2023-07-30 13:00:45 I decided on a veggie wrap and some fruit.
|
| 675 |
+
Bob 2023-07-30 13:01:00 Sounds like a delicious and healthy spread.
|
| 676 |
+
Carol 2023-07-30 15:30:00 I'm feeling a bit sleepy. Anyone up for a short walk?
|
| 677 |
+
David 2023-07-30 15:30:15 I'm game! Let's get some fresh air.
|
| 678 |
+
Alice 2023-07-30 15:30:30 A walk sounds perfect. Let's meet outside.
|
| 679 |
+
Bob 2023-07-30 15:30:45 I'll join you all in a minute.
|
| 680 |
+
Bob 2023-07-30 17:00:00 I just found out there's a new movie playing tonight.
|
| 681 |
+
Carol 2023-07-30 17:00:15 Oh, I'd love to catch a movie!
|
| 682 |
+
David 2023-07-30 17:00:30 Count me in. What's the movie about?
|
| 683 |
+
Alice 2023-07-30 17:00:45 It's a thriller, I heard. Should be exciting!
|
| 684 |
+
Bob 2023-07-30 17:01:00 Let's grab dinner first and then head to the cinema.
|
| 685 |
+
Carol 2023-07-30 17:01:15 Sounds like a plan. I'm hungry!
|
| 686 |
+
David 2023-07-30 17:01:30 Me too. I vote for pizza!
|
| 687 |
+
Alice 2023-07-30 17:01:45 Pizza it is! Let's meet at the usual place.
|
| 688 |
+
Bob 2023-07-30 18:30:00 That was a fantastic movie!
|
| 689 |
+
Carol 2023-07-30 18:30:15 I agree! My heart was racing the whole time.
|
| 690 |
+
David 2023-07-30 18:30:30 It kept me on the edge of my seat.
|
| 691 |
+
Alice 2023-07-30 18:30:45 I'm glad you all enjoyed it. Movie nights are the best.
|
| 692 |
+
Bob 2023-07-30 20:00:00 Time for some well-deserved rest. Good night, everyone!
|
| 693 |
+
Carol 2023-07-30 20:00:15 Good night, Bob! Sleep tight.
|
| 694 |
+
David 2023-07-30 20:00:30 Good night, Bob. See you tomorrow.
|
| 695 |
+
Alice 2023-07-30 20:00:45 Sleep well, Bob. Sweet dreams!
|
| 696 |
+
David 2023-07-31 09:00:00 Good morning, everyone! How's your weekend going?
|
| 697 |
+
Alice 2023-07-31 09:00:15 Morning, David! My weekend has been relaxing so far.
|
| 698 |
+
Bob 2023-07-31 09:00:30 Hey, David! I had a fun time at the amusement park.
|
| 699 |
+
Carol 2023-07-31 09:00:45 Good morning! I went camping with friends.
|
| 700 |
+
David 2023-07-31 09:01:00 Sounds like everyone had a great time!
|
| 701 |
+
Alice 2023-07-31 09:01:15 Indeed! How about a picnic later to continue the fun?
|
| 702 |
+
Bob 2023-07-31 09:01:30 Count me in! Picnics are always delightful.
|
| 703 |
+
Carol 2023-07-31 09:01:45 Sounds like a fantastic idea. I'll bring some snacks.
|
| 704 |
+
David 2023-07-31 09:02:00 I'll handle the drinks. Let's meet at the park.
|
| 705 |
+
Alice 2023-07-31 12:30:00 Picnic time! I brought some sandwiches and fruits.
|
| 706 |
+
Bob 2023-07-31 12:30:15 Thanks, Alice! These sandwiches are delicious.
|
| 707 |
+
Carol 2023-07-31 12:30:30 The fruits are so refreshing on a warm day.
|
| 708 |
+
David 2023-07-31 12:30:45 I made some lemonade. Who's thirsty?
|
| 709 |
+
Alice 2023-07-31 12:31:00 I am! Pour me a glass, please.
|
| 710 |
+
Bob 2023-07-31 15:00:00 I spotted a group playing frisbee nearby. Anyone up for a game?
|
| 711 |
+
Carol 2023-07-31 15:00:15 I'm in! Frisbee is always fun.
|
| 712 |
+
David 2023-07-31 15:00:30 Sure, count me in too. Let's join them!
|
| 713 |
+
Alice 2023-07-31 15:00:45 Sounds like a blast. Let's go play!
|
| 714 |
+
Bob 2023-07-31 17:00:00 What a fun game! I'm all sweaty now.
|
| 715 |
+
Carol 2023-07-31 17:00:15 Haha, me too! But it was worth it.
|
| 716 |
+
David 2023-07-31 17:00:30 Agreed. It's been a while since I played frisbee.
|
| 717 |
+
Alice 2023-07-31 17:00:45 We should do this more often. It's a great workout.
|
| 718 |
+
Bob 2023-07-31 18:30:00 I agree. Let's plan more outdoor activities.
|
| 719 |
+
Carol 2023-07-31 18:30:15 How about a hiking trip next weekend?
|
| 720 |
+
David 2023-07-31 18:30:30 That sounds awesome! I'm up for it.
|
| 721 |
+
Alice 2023-07-31 18:30:45 Count me in too. It'll be a fun adventure.
|
| 722 |
+
Bob 2023-07-31 20:00:00 It's getting late. Time to head home. Good night, everyone!
|
| 723 |
+
Carol 2023-07-31 20:00:15 Good night, Bob! Have a restful sleep.
|
| 724 |
+
David 2023-07-31 20:00:30 Sleep tight, Bob. See you tomorrow.
|
| 725 |
+
Alice 2023-07-31 20:00:45 Good night, Bob. Sweet dreams!
|
| 726 |
+
Carol 2023-08-01 09:30:00 Good morning, everyone! How was your weekend?
|
| 727 |
+
David 2023-08-01 09:30:15 Morning, Carol! Mine was relaxing and enjoyable.
|
| 728 |
+
Alice 2023-08-01 09:30:30 Good morning! I had a great time at the picnic.
|
| 729 |
+
Bob 2023-08-01 09:30:45 Hey, Carol! I went on a bike ride. It was awesome!
|
| 730 |
+
Carol 2023-08-01 09:31:00 Sounds like everyone had a wonderful weekend!
|
| 731 |
+
David 2023-08-01 09:31:15 Indeed! We should plan more outings like that.
|
| 732 |
+
Alice 2023-08-01 09:31:30 Definitely! It's nice to unwind and have fun.
|
| 733 |
+
Bob 2023-08-01 09:31:45 I agree. It helps recharge our energy for the week.
|
| 734 |
+
Carol 2023-08-01 11:00:00 I just finished reading an amazing book over the weekend.
|
| 735 |
+
David 2023-08-01 11:00:15 That's awesome, Carol! What's the book about?
|
| 736 |
+
Alice 2023-08-01 11:00:30 Tell us more! I'm always looking for good reads.
|
| 737 |
+
Bob 2023-08-01 11:00:45 I could use a good book recommendation too.
|
| 738 |
+
Carol 2023-08-01 11:01:00 It's a mystery thriller called 'The Silent Witness'.
|
| 739 |
+
David 2023-08-01 11:01:15 I've heard of that one. Is it worth reading?
|
| 740 |
+
Alice 2023-08-01 11:01:30 I read it last month and loved it!
|
| 741 |
+
Bob 2023-08-01 11:01:45 I'll add it to my reading list then.
|
| 742 |
+
Carol 2023-08-01 12:30:00 Lunchtime! What's everyone having?
|
| 743 |
+
David 2023-08-01 12:30:15 I brought some leftover pasta from last night.
|
| 744 |
+
Alice 2023-08-01 12:30:30 I'm having a Caesar salad today.
|
| 745 |
+
Bob 2023-08-01 12:30:45 I opted for a veggie wrap and some chips.
|
| 746 |
+
Carol 2023-08-01 12:31:00 Sounds like a delicious lunch spread.
|
| 747 |
+
David 2023-08-01 15:00:00 I'm feeling a bit drowsy. Coffee break, anyone?
|
| 748 |
+
Alice 2023-08-01 15:00:15 I'm up for it. Let's meet in the breakroom.
|
| 749 |
+
Bob 2023-08-01 15:00:30 I could use a pick-me-up. Count me in.
|
| 750 |
+
Carol 2023-08-01 15:00:45 I'll be there in a minute.
|
| 751 |
+
Carol 2023-08-01 17:30:00 I've been thinking about taking a photography class.
|
| 752 |
+
David 2023-08-01 17:30:15 That's a great idea, Carol! Photography is fun.
|
| 753 |
+
Alice 2023-08-01 17:30:30 You should go for it. You have a good eye.
|
| 754 |
+
Bob 2023-08-01 17:30:45 I took a photography class last year. It was amazing.
|
| 755 |
+
Carol 2023-08-01 17:31:00 I'll look into classes this evening. Thanks, everyone!
|
| 756 |
+
David 2023-08-01 20:00:00 Time to wind down. Good night, everyone!
|
| 757 |
+
Alice 2023-08-01 20:00:15 Good night, David! Sleep well.
|
| 758 |
+
Bob 2023-08-01 20:00:30 Good night, David. See you tomorrow.
|
| 759 |
+
Carol 2023-08-01 20:00:45 Sleep tight, David. Sweet dreams!
|
| 760 |
+
Bob 2023-08-02 09:15:00 Good morning, everyone! How's your week starting?
|
| 761 |
+
Carol 2023-08-02 09:15:15 Morning, Bob! So far, so good.
|
| 762 |
+
David 2023-08-02 09:15:30 Good morning! It's been a busy day already.
|
| 763 |
+
Alice 2023-08-02 09:15:45 Hey, Bob! My week started on a positive note.
|
| 764 |
+
Bob 2023-08-02 09:16:00 That's great to hear, Alice! Keep the positivity going.
|
| 765 |
+
Carol 2023-08-02 09:16:15 David, do you need any help with your tasks?
|
| 766 |
+
David 2023-08-02 09:16:30 Thanks for the offer, Carol. I'm managing for now.
|
| 767 |
+
Alice 2023-08-02 11:30:00 I'm feeling a bit stressed. Anyone up for a quick meditation session?
|
| 768 |
+
Bob 2023-08-02 11:30:15 Meditation sounds perfect to destress.
|
| 769 |
+
Carol 2023-08-02 11:30:30 Count me in! Let's find a quiet spot.
|
| 770 |
+
David 2023-08-02 11:30:45 I'll join you all. We could use some relaxation.
|
| 771 |
+
Alice 2023-08-02 12:30:00 That meditation session was exactly what I needed.
|
| 772 |
+
Bob 2023-08-02 12:30:15 Agreed! I feel so much more centered now.
|
| 773 |
+
Carol 2023-08-02 12:30:30 We should make this a daily practice.
|
| 774 |
+
David 2023-08-02 12:30:45 I'm on board. Let's continue tomorrow.
|
| 775 |
+
Bob 2023-08-02 15:00:00 I just received an invitation to a charity event next week.
|
| 776 |
+
Carol 2023-08-02 15:00:15 That's wonderful, Bob! What's the cause?
|
| 777 |
+
David 2023-08-02 15:00:30 Count me in. It's always good to support a cause.
|
| 778 |
+
Alice 2023-08-02 15:00:45 I'm interested too. Let's make a difference together.
|
| 779 |
+
Bob 2023-08-02 15:01:00 It's a fundraiser for children's education. Shall we go together?
|
| 780 |
+
Carol 2023-08-02 17:00:00 I found a photography class that fits my schedule!
|
| 781 |
+
David 2023-08-02 17:00:15 That's awesome, Carol! When does it start?
|
| 782 |
+
Alice 2023-08-02 17:00:30 I'm excited for you, Carol. Enjoy the class!
|
| 783 |
+
Bob 2023-08-02 17:00:45 You'll become an amazing photographer, Carol.
|
| 784 |
+
Carol 2023-08-02 17:01:00 Thank you all for the encouragement. I can't wait!
|
| 785 |
+
Alice 2023-08-02 20:00:00 Time to wind down. Good night, everyone!
|
| 786 |
+
Bob 2023-08-02 20:00:15 Good night, Alice! Sleep well.
|
| 787 |
+
Carol 2023-08-02 20:00:30 Sweet dreams, Alice. See you tomorrow.
|
| 788 |
+
David 2023-08-02 20:00:45 Sleep tight, Alice. Have a restful night.
|
nylon.py
ADDED
|
@@ -0,0 +1,235 @@
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|
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|
|
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|
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|
|
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|
|
|
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|
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|
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|
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|
|
|
|
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|
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|
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|
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import nltk
|
| 2 |
+
from nltk.collocations import BigramAssocMeasures, BigramCollocationFinder
|
| 3 |
+
from nltk.corpus import stopwords
|
| 4 |
+
import spacy
|
| 5 |
+
from sklearn.feature_extraction.text import TfidfVectorizer
|
| 6 |
+
from sklearn.metrics.pairwise import cosine_similarity
|
| 7 |
+
from datetime import datetime, timedelta
|
| 8 |
+
import numpy as np
|
| 9 |
+
import heapq
|
| 10 |
+
from concurrent.futures import ThreadPoolExecutor
|
| 11 |
+
from annoy import AnnoyIndex
|
| 12 |
+
from transformers import pipeline
|
| 13 |
+
from rank_bm25 import BM25Okapi
|
| 14 |
+
from functools import partial
|
| 15 |
+
import ssl
|
| 16 |
+
|
| 17 |
+
try:
|
| 18 |
+
_create_unverified_https_context = ssl._create_unverified_context
|
| 19 |
+
except AttributeError:
|
| 20 |
+
pass
|
| 21 |
+
else:
|
| 22 |
+
ssl._create_default_https_context = _create_unverified_https_context
|
| 23 |
+
|
| 24 |
+
nltk.download('stopwords')
|
| 25 |
+
nltk.download('punkt')
|
| 26 |
+
|
| 27 |
+
nlp = spacy.load('en_core_web_sm')
|
| 28 |
+
q = 0
|
| 29 |
+
|
| 30 |
+
def get_keywords(text, cache):
|
| 31 |
+
global q
|
| 32 |
+
if q % 1000 == 0:
|
| 33 |
+
print(q)
|
| 34 |
+
q += 1
|
| 35 |
+
if text in cache:
|
| 36 |
+
return cache[text]
|
| 37 |
+
|
| 38 |
+
doc = nlp(text)
|
| 39 |
+
|
| 40 |
+
keywords = []
|
| 41 |
+
for token in doc:
|
| 42 |
+
if token.pos_ in ['NOUN', 'PROPN', 'VERB']:
|
| 43 |
+
keywords.append(token.text.lower())
|
| 44 |
+
|
| 45 |
+
stop_words = set(stopwords.words('english'))
|
| 46 |
+
keywords = [word for word in keywords if word not in stop_words]
|
| 47 |
+
|
| 48 |
+
bigram_measures = BigramAssocMeasures()
|
| 49 |
+
finder = BigramCollocationFinder.from_words([token.text for token in doc])
|
| 50 |
+
bigrams = finder.nbest(bigram_measures.pmi, 10)
|
| 51 |
+
keywords.extend([' '.join(bigram) for bigram in bigrams])
|
| 52 |
+
|
| 53 |
+
cache[text] = keywords
|
| 54 |
+
return keywords
|
| 55 |
+
|
| 56 |
+
def calculate_weight(message, sender_messages, cache):
|
| 57 |
+
message_time = datetime.strptime(message[1], '%Y-%m-%d %H:%M:%S')
|
| 58 |
+
recent_messages = sender_messages[np.abs((np.array([datetime.strptime(m[1], '%Y-%m-%d %H:%M:%S') for m in sender_messages]) - message_time).astype('timedelta64[s]').astype(int) <= 5 * 3600)]
|
| 59 |
+
recent_keywords = [get_keywords(m[2], cache) for m in recent_messages]
|
| 60 |
+
keyword_counts = [sum([k.count(keyword) for k in recent_keywords]) for keyword in get_keywords(message[2], cache)]
|
| 61 |
+
weight = sum(keyword_counts)
|
| 62 |
+
return weight
|
| 63 |
+
|
| 64 |
+
class ChatDatabase:
|
| 65 |
+
def __init__(self, filename):
|
| 66 |
+
self.filename = filename
|
| 67 |
+
self.messages = []
|
| 68 |
+
self.messages_array = None
|
| 69 |
+
self.sender_array = None
|
| 70 |
+
self.load_messages()
|
| 71 |
+
self.index = None
|
| 72 |
+
self.tfidf = None
|
| 73 |
+
|
| 74 |
+
def load_messages(self):
|
| 75 |
+
with open(self.filename, 'a') as file:
|
| 76 |
+
pass
|
| 77 |
+
with open(self.filename, 'r') as f:
|
| 78 |
+
for line in f:
|
| 79 |
+
parts = line.strip().split('\t')
|
| 80 |
+
if len(parts) == 4:
|
| 81 |
+
sender, time, text, tag = parts
|
| 82 |
+
else:
|
| 83 |
+
sender, time, text = parts
|
| 84 |
+
tag = None
|
| 85 |
+
message = (sender, time, text, tag)
|
| 86 |
+
self.messages.append(message)
|
| 87 |
+
|
| 88 |
+
self.messages_array = np.array(self.messages, dtype=object)
|
| 89 |
+
self.sender_array = self.messages_array[:, 0]
|
| 90 |
+
print(f'Database loaded. Number of messages: {len(self.messages_array)}')
|
| 91 |
+
|
| 92 |
+
def add_message(self, sender, time, text, tag=None):
|
| 93 |
+
message = (sender, time, text, tag)
|
| 94 |
+
self.messages.append(message)
|
| 95 |
+
self.messages_array = np.append(self.messages_array, [message], axis=0)
|
| 96 |
+
self.sender_array = np.append(self.sender_array, sender)
|
| 97 |
+
with open(self.filename, 'a') as f:
|
| 98 |
+
f.write(f'{sender}\t{time}\t{text}\t{tag}\n')
|
| 99 |
+
|
| 100 |
+
def predict_response_separate(self, query, sender, cache):
|
| 101 |
+
if self.messages_array is None:
|
| 102 |
+
print("Error: messages_array is None")
|
| 103 |
+
return None
|
| 104 |
+
|
| 105 |
+
sender_messages = self.messages_array[self.sender_array == sender]
|
| 106 |
+
|
| 107 |
+
if len(sender_messages) == 0:
|
| 108 |
+
print(f"No messages found for sender: {sender}")
|
| 109 |
+
return None
|
| 110 |
+
|
| 111 |
+
query_keywords = ' '.join(get_keywords(query, cache))
|
| 112 |
+
query_vector = self.tfidf.transform([query_keywords]).toarray()[0]
|
| 113 |
+
|
| 114 |
+
relevant_indices = self.index.get_nns_by_vector(query_vector, 1)
|
| 115 |
+
relevant_message = sender_messages[relevant_indices[0]]
|
| 116 |
+
|
| 117 |
+
next_message_index = np.where(self.sender_array != sender)[0][0]
|
| 118 |
+
|
| 119 |
+
if next_message_index < len(self.messages_array):
|
| 120 |
+
predicted_response = self.messages_array[next_message_index]
|
| 121 |
+
return tuple(predicted_response)
|
| 122 |
+
else:
|
| 123 |
+
return None
|
| 124 |
+
|
| 125 |
+
def get_relevant_messages(self, sender, query, N, cache, query_tag=None, n_threads=30, tag_boost=1.5):
|
| 126 |
+
if self.messages_array is None:
|
| 127 |
+
print("Error: messages_array is None")
|
| 128 |
+
return []
|
| 129 |
+
|
| 130 |
+
query_keywords = query.lower().split()
|
| 131 |
+
|
| 132 |
+
# Filter messages by sender, tag, and keywords in a single line
|
| 133 |
+
if query_tag:
|
| 134 |
+
sender_messages = self.messages_array[
|
| 135 |
+
(self.sender_array == sender) &
|
| 136 |
+
np.array([any(keyword in message.lower() for keyword in query_keywords) for message in self.messages_array[:, 2]])
|
| 137 |
+
]
|
| 138 |
+
else:
|
| 139 |
+
sender_messages = self.messages_array[
|
| 140 |
+
(self.sender_array == sender) &
|
| 141 |
+
np.array([any(keyword in message.lower() for keyword in query_keywords) for message in self.messages_array[:, 2]])
|
| 142 |
+
]
|
| 143 |
+
|
| 144 |
+
if len(sender_messages) == 0:
|
| 145 |
+
print(f"No messages found for sender: {sender} with the given keywords")
|
| 146 |
+
return []
|
| 147 |
+
else:
|
| 148 |
+
print(len(sender_messages))
|
| 149 |
+
|
| 150 |
+
def process_batch(batch, query_keywords, current_time, query_tag):
|
| 151 |
+
batch_keywords = [get_keywords(message[2], cache) for message in batch]
|
| 152 |
+
bm25 = BM25Okapi(batch_keywords)
|
| 153 |
+
bm25_scores = bm25.get_scores(query_keywords)
|
| 154 |
+
|
| 155 |
+
time_scores = 1 / (1 + (current_time - np.array([datetime.strptime(m[1], '%Y-%m-%d %H:%M:%S') for m in batch])).astype('timedelta64[D]').astype(int))
|
| 156 |
+
|
| 157 |
+
tag_scores = np.where(np.array([m[3] for m in batch]) == query_tag, tag_boost, 1)
|
| 158 |
+
|
| 159 |
+
combined_scores = 0.6 * np.array(bm25_scores) + 0.2 * time_scores + 0.2 * tag_scores
|
| 160 |
+
|
| 161 |
+
return combined_scores, batch
|
| 162 |
+
|
| 163 |
+
current_time = datetime.now()
|
| 164 |
+
|
| 165 |
+
batch_size = max(1, len(sender_messages) // n_threads)
|
| 166 |
+
batches = [sender_messages[i:i+batch_size] for i in range(0, len(sender_messages), batch_size)]
|
| 167 |
+
|
| 168 |
+
with ThreadPoolExecutor(max_workers=n_threads) as executor:
|
| 169 |
+
process_func = partial(process_batch, query_keywords=query_keywords, current_time=current_time, query_tag=query_tag)
|
| 170 |
+
results = list(executor.map(process_func, batches))
|
| 171 |
+
|
| 172 |
+
all_scores = np.concatenate([r[0] for r in results])
|
| 173 |
+
all_messages = np.concatenate([r[1] for r in results])
|
| 174 |
+
|
| 175 |
+
top_indices = np.argsort(all_scores)[-N:][::-1]
|
| 176 |
+
relevant_messages = all_messages[top_indices]
|
| 177 |
+
|
| 178 |
+
return relevant_messages.tolist()
|
| 179 |
+
|
| 180 |
+
def generate_response(self, query, sender, cache, query_tag=None):
|
| 181 |
+
relevant_messages = self.get_relevant_messages(sender, query, 5, cache, query_tag)
|
| 182 |
+
|
| 183 |
+
context = ' '.join([message[2] for message in relevant_messages])
|
| 184 |
+
|
| 185 |
+
generator = pipeline('text-generation', model='EleutherAI/gpt-neo-2.7B')
|
| 186 |
+
response = generator(f'{context} {query}', max_length=100, do_sample=True)[0]['generated_text']
|
| 187 |
+
|
| 188 |
+
response = response.split(query)[-1].strip()
|
| 189 |
+
|
| 190 |
+
return response
|
| 191 |
+
|
| 192 |
+
# Usage example remains the same
|
| 193 |
+
'''
|
| 194 |
+
# Usage example
|
| 195 |
+
db = ChatDatabase('messages.txt')
|
| 196 |
+
|
| 197 |
+
# Example 1: Get relevant messages
|
| 198 |
+
query = 'Goodnight.'
|
| 199 |
+
sender = 'Alice'
|
| 200 |
+
N = 10
|
| 201 |
+
cache = {}
|
| 202 |
+
query_tag = 'evening'
|
| 203 |
+
|
| 204 |
+
relevant_messages = db.get_relevant_messages(sender, query, N, cache, query_tag)
|
| 205 |
+
|
| 206 |
+
print("Relevant messages:")
|
| 207 |
+
for message in relevant_messages:
|
| 208 |
+
print(f"Sender: {message[0]}, Time: {message[1]}, Tag: {message[3]}")
|
| 209 |
+
print(f"Message: {message[2][:100]}...")
|
| 210 |
+
print()
|
| 211 |
+
|
| 212 |
+
# Example 2: Predict response (using the original method)
|
| 213 |
+
query = "what was that?"
|
| 214 |
+
sender = 'David'
|
| 215 |
+
|
| 216 |
+
db.build_index_separate(cache)
|
| 217 |
+
predicted_response = db.predict_response_separate(query, sender, cache)
|
| 218 |
+
|
| 219 |
+
print("\nPredicted response:")
|
| 220 |
+
if predicted_response is not None:
|
| 221 |
+
print(f"Sender: {predicted_response[0]}, Time: {predicted_response[1]}, Tag: {predicted_response[3]}")
|
| 222 |
+
print(f"Message: {predicted_response[2][:100]}...")
|
| 223 |
+
else:
|
| 224 |
+
print('No predicted response found')
|
| 225 |
+
|
| 226 |
+
# Example 3: Generate response
|
| 227 |
+
query = "Let's plan a trip"
|
| 228 |
+
sender = 'Alice'
|
| 229 |
+
query_tag = 'travel'
|
| 230 |
+
|
| 231 |
+
generated_response = db.generate_response(query, sender, cache, query_tag)
|
| 232 |
+
|
| 233 |
+
print("\nGenerated response:")
|
| 234 |
+
print(generated_response)
|
| 235 |
+
'''
|