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Create app.py
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app.py
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| 1 |
+
import streamlit as st
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| 2 |
+
import anthropic
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| 3 |
+
import openai
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| 4 |
+
import base64
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| 5 |
+
from datetime import datetime
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| 6 |
+
import plotly.graph_objects as go
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| 7 |
+
import cv2
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| 8 |
+
import glob
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| 9 |
+
import json
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| 10 |
+
import math
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| 11 |
+
import os
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| 12 |
+
import pytz
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| 13 |
+
import random
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| 14 |
+
import re
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| 15 |
+
import requests
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| 16 |
+
import streamlit.components.v1 as components
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| 17 |
+
import textract
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| 18 |
+
import time
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| 19 |
+
import zipfile
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| 20 |
+
from audio_recorder_streamlit import audio_recorder
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| 21 |
+
from bs4 import BeautifulSoup
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| 22 |
+
from collections import deque
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| 23 |
+
from dotenv import load_dotenv
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| 24 |
+
from gradio_client import Client, handle_file
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| 25 |
+
from huggingface_hub import InferenceClient
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| 26 |
+
from io import BytesIO
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| 27 |
+
from moviepy.editor import VideoFileClip
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| 28 |
+
from PIL import Image
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| 29 |
+
from PyPDF2 import PdfReader
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| 30 |
+
from urllib.parse import quote
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| 31 |
+
from xml.etree import ElementTree as ET
|
| 32 |
+
from openai import OpenAI
|
| 33 |
+
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| 34 |
+
# Configuration and Setup
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| 35 |
+
Site_Name = 'π²BikeAIπ Claude and GPT Multi-Agent Research AI'
|
| 36 |
+
title = "π²BikeAIπ Claude and GPT Multi-Agent Research AI"
|
| 37 |
+
helpURL = 'https://huggingface.co/awacke1'
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| 38 |
+
bugURL = 'https://huggingface.co/spaces/awacke1'
|
| 39 |
+
icons = 'π²π'
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| 40 |
+
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| 41 |
+
st.set_page_config(
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| 42 |
+
page_title=title,
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| 43 |
+
page_icon=icons,
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| 44 |
+
layout="wide",
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| 45 |
+
initial_sidebar_state="auto",
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| 46 |
+
menu_items={
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| 47 |
+
'Get Help': helpURL,
|
| 48 |
+
'Report a bug': bugURL,
|
| 49 |
+
'About': title
|
| 50 |
+
}
|
| 51 |
+
)
|
| 52 |
+
|
| 53 |
+
# Load environment variables and initialize clients
|
| 54 |
+
load_dotenv()
|
| 55 |
+
|
| 56 |
+
# OpenAI setup
|
| 57 |
+
openai.api_key = os.getenv('OPENAI_API_KEY')
|
| 58 |
+
if openai.api_key == None:
|
| 59 |
+
openai.api_key = st.secrets['OPENAI_API_KEY']
|
| 60 |
+
|
| 61 |
+
openai_client = OpenAI(
|
| 62 |
+
api_key=os.getenv('OPENAI_API_KEY'),
|
| 63 |
+
organization=os.getenv('OPENAI_ORG_ID')
|
| 64 |
+
)
|
| 65 |
+
|
| 66 |
+
# Claude setup
|
| 67 |
+
anthropic_key = os.getenv("ANTHROPIC_API_KEY_3")
|
| 68 |
+
if anthropic_key == None:
|
| 69 |
+
anthropic_key = st.secrets["ANTHROPIC_API_KEY"]
|
| 70 |
+
claude_client = anthropic.Anthropic(api_key=anthropic_key)
|
| 71 |
+
|
| 72 |
+
# Initialize session states
|
| 73 |
+
if 'transcript_history' not in st.session_state:
|
| 74 |
+
st.session_state.transcript_history = []
|
| 75 |
+
if "chat_history" not in st.session_state:
|
| 76 |
+
st.session_state.chat_history = []
|
| 77 |
+
if "openai_model" not in st.session_state:
|
| 78 |
+
st.session_state["openai_model"] = "gpt-4o-2024-05-13"
|
| 79 |
+
if "messages" not in st.session_state:
|
| 80 |
+
st.session_state.messages = []
|
| 81 |
+
if 'last_voice_input' not in st.session_state:
|
| 82 |
+
st.session_state.last_voice_input = ""
|
| 83 |
+
|
| 84 |
+
# Speech Recognition HTML Component
|
| 85 |
+
speech_recognition_html = """
|
| 86 |
+
<!DOCTYPE html>
|
| 87 |
+
<html>
|
| 88 |
+
<head>
|
| 89 |
+
<title>Continuous Speech Demo</title>
|
| 90 |
+
<style>
|
| 91 |
+
body {
|
| 92 |
+
font-family: sans-serif;
|
| 93 |
+
padding: 20px;
|
| 94 |
+
max-width: 800px;
|
| 95 |
+
margin: 0 auto;
|
| 96 |
+
}
|
| 97 |
+
button {
|
| 98 |
+
padding: 10px 20px;
|
| 99 |
+
margin: 10px 5px;
|
| 100 |
+
font-size: 16px;
|
| 101 |
+
}
|
| 102 |
+
#status {
|
| 103 |
+
margin: 10px 0;
|
| 104 |
+
padding: 10px;
|
| 105 |
+
background: #e8f5e9;
|
| 106 |
+
border-radius: 4px;
|
| 107 |
+
}
|
| 108 |
+
#output {
|
| 109 |
+
white-space: pre-wrap;
|
| 110 |
+
padding: 15px;
|
| 111 |
+
background: #f5f5f5;
|
| 112 |
+
border-radius: 4px;
|
| 113 |
+
margin: 10px 0;
|
| 114 |
+
min-height: 100px;
|
| 115 |
+
max-height: 400px;
|
| 116 |
+
overflow-y: auto;
|
| 117 |
+
}
|
| 118 |
+
.controls {
|
| 119 |
+
margin: 10px 0;
|
| 120 |
+
}
|
| 121 |
+
</style>
|
| 122 |
+
</head>
|
| 123 |
+
<body>
|
| 124 |
+
<div class="controls">
|
| 125 |
+
<button id="start">Start Listening</button>
|
| 126 |
+
<button id="stop" disabled>Stop Listening</button>
|
| 127 |
+
<button id="clear">Clear Text</button>
|
| 128 |
+
</div>
|
| 129 |
+
<div id="status">Ready</div>
|
| 130 |
+
<div id="output"></div>
|
| 131 |
+
|
| 132 |
+
<script>
|
| 133 |
+
if (!('webkitSpeechRecognition' in window)) {
|
| 134 |
+
alert('Speech recognition not supported');
|
| 135 |
+
} else {
|
| 136 |
+
const recognition = new webkitSpeechRecognition();
|
| 137 |
+
const startButton = document.getElementById('start');
|
| 138 |
+
const stopButton = document.getElementById('stop');
|
| 139 |
+
const clearButton = document.getElementById('clear');
|
| 140 |
+
const status = document.getElementById('status');
|
| 141 |
+
const output = document.getElementById('output');
|
| 142 |
+
let fullTranscript = '';
|
| 143 |
+
let lastUpdateTime = Date.now();
|
| 144 |
+
|
| 145 |
+
// Configure recognition
|
| 146 |
+
recognition.continuous = true;
|
| 147 |
+
recognition.interimResults = true;
|
| 148 |
+
|
| 149 |
+
// Function to start recognition
|
| 150 |
+
const startRecognition = () => {
|
| 151 |
+
try {
|
| 152 |
+
recognition.start();
|
| 153 |
+
status.textContent = 'Listening...';
|
| 154 |
+
startButton.disabled = true;
|
| 155 |
+
stopButton.disabled = false;
|
| 156 |
+
} catch (e) {
|
| 157 |
+
console.error(e);
|
| 158 |
+
status.textContent = 'Error: ' + e.message;
|
| 159 |
+
}
|
| 160 |
+
};
|
| 161 |
+
|
| 162 |
+
// Auto-start on load
|
| 163 |
+
window.addEventListener('load', () => {
|
| 164 |
+
setTimeout(startRecognition, 1000);
|
| 165 |
+
});
|
| 166 |
+
|
| 167 |
+
startButton.onclick = startRecognition;
|
| 168 |
+
|
| 169 |
+
stopButton.onclick = () => {
|
| 170 |
+
recognition.stop();
|
| 171 |
+
status.textContent = 'Stopped';
|
| 172 |
+
startButton.disabled = false;
|
| 173 |
+
stopButton.disabled = true;
|
| 174 |
+
};
|
| 175 |
+
|
| 176 |
+
clearButton.onclick = () => {
|
| 177 |
+
fullTranscript = '';
|
| 178 |
+
output.textContent = '';
|
| 179 |
+
window.parent.postMessage({
|
| 180 |
+
type: 'clear_transcript',
|
| 181 |
+
}, '*');
|
| 182 |
+
};
|
| 183 |
+
|
| 184 |
+
recognition.onresult = (event) => {
|
| 185 |
+
let interimTranscript = '';
|
| 186 |
+
let finalTranscript = '';
|
| 187 |
+
|
| 188 |
+
for (let i = event.resultIndex; i < event.results.length; i++) {
|
| 189 |
+
const transcript = event.results[i][0].transcript;
|
| 190 |
+
if (event.results[i].isFinal) {
|
| 191 |
+
finalTranscript += transcript + '\\n';
|
| 192 |
+
} else {
|
| 193 |
+
interimTranscript += transcript;
|
| 194 |
+
}
|
| 195 |
+
}
|
| 196 |
+
|
| 197 |
+
if (finalTranscript || (Date.now() - lastUpdateTime > 5000)) {
|
| 198 |
+
if (finalTranscript) {
|
| 199 |
+
fullTranscript += finalTranscript;
|
| 200 |
+
// Send to Streamlit
|
| 201 |
+
window.parent.postMessage({
|
| 202 |
+
type: 'final_transcript',
|
| 203 |
+
text: finalTranscript
|
| 204 |
+
}, '*');
|
| 205 |
+
}
|
| 206 |
+
lastUpdateTime = Date.now();
|
| 207 |
+
}
|
| 208 |
+
|
| 209 |
+
output.textContent = fullTranscript + (interimTranscript ? '... ' + interimTranscript : '');
|
| 210 |
+
output.scrollTop = output.scrollHeight;
|
| 211 |
+
};
|
| 212 |
+
|
| 213 |
+
recognition.onend = () => {
|
| 214 |
+
if (!stopButton.disabled) {
|
| 215 |
+
try {
|
| 216 |
+
recognition.start();
|
| 217 |
+
console.log('Restarted recognition');
|
| 218 |
+
} catch (e) {
|
| 219 |
+
console.error('Failed to restart recognition:', e);
|
| 220 |
+
status.textContent = 'Error restarting: ' + e.message;
|
| 221 |
+
startButton.disabled = false;
|
| 222 |
+
stopButton.disabled = true;
|
| 223 |
+
}
|
| 224 |
+
}
|
| 225 |
+
};
|
| 226 |
+
|
| 227 |
+
recognition.onerror = (event) => {
|
| 228 |
+
console.error('Recognition error:', event.error);
|
| 229 |
+
status.textContent = 'Error: ' + event.error;
|
| 230 |
+
|
| 231 |
+
if (event.error === 'not-allowed' || event.error === 'service-not-allowed') {
|
| 232 |
+
startButton.disabled = false;
|
| 233 |
+
stopButton.disabled = true;
|
| 234 |
+
}
|
| 235 |
+
};
|
| 236 |
+
}
|
| 237 |
+
</script>
|
| 238 |
+
</body>
|
| 239 |
+
</html>
|
| 240 |
+
"""
|
| 241 |
+
|
| 242 |
+
# Helper Functions
|
| 243 |
+
def generate_filename(prompt, file_type):
|
| 244 |
+
central = pytz.timezone('US/Central')
|
| 245 |
+
safe_date_time = datetime.now(central).strftime("%m%d_%H%M")
|
| 246 |
+
replaced_prompt = re.sub(r'[<>:"/\\|?*\n]', ' ', prompt)
|
| 247 |
+
safe_prompt = re.sub(r'\s+', ' ', replaced_prompt).strip()[:230]
|
| 248 |
+
return f"{safe_date_time}_{safe_prompt}.{file_type}"
|
| 249 |
+
|
| 250 |
+
# [Previous helper functions remain the same]
|
| 251 |
+
# ... [Include all the helper functions from the second file]
|
| 252 |
+
|
| 253 |
+
def main():
|
| 254 |
+
st.sidebar.markdown("### π²BikeAIπ Claude and GPT Multi-Agent Research AI")
|
| 255 |
+
|
| 256 |
+
# Main navigation
|
| 257 |
+
tab_main = st.radio("Choose Action:",
|
| 258 |
+
["π€ Voice Input", "π¬ Chat", "πΈ Media Gallery", "π Search ArXiv", "π File Editor"],
|
| 259 |
+
horizontal=True)
|
| 260 |
+
|
| 261 |
+
if tab_main == "π€ Voice Input":
|
| 262 |
+
st.subheader("Voice Recognition")
|
| 263 |
+
|
| 264 |
+
# Display speech recognition component
|
| 265 |
+
speech_component = st.components.v1.html(speech_recognition_html, height=400)
|
| 266 |
+
|
| 267 |
+
# Handle speech recognition output
|
| 268 |
+
if speech_component:
|
| 269 |
+
try:
|
| 270 |
+
data = speech_component
|
| 271 |
+
if isinstance(data, dict):
|
| 272 |
+
if data.get('type') == 'final_transcript':
|
| 273 |
+
text = data.get('text', '').strip()
|
| 274 |
+
if text:
|
| 275 |
+
st.session_state.last_voice_input = text
|
| 276 |
+
|
| 277 |
+
# Process voice input with AI
|
| 278 |
+
st.subheader("AI Response to Voice Input:")
|
| 279 |
+
|
| 280 |
+
col1, col2, col3 = st.columns(3)
|
| 281 |
+
with col2:
|
| 282 |
+
st.write("Claude-3.5 Sonnet:")
|
| 283 |
+
try:
|
| 284 |
+
claude_response = process_with_claude(text)
|
| 285 |
+
except:
|
| 286 |
+
st.write('Claude 3.5 Sonnet out of tokens.')
|
| 287 |
+
with col1:
|
| 288 |
+
st.write("GPT-4o Omni:")
|
| 289 |
+
try:
|
| 290 |
+
gpt_response = process_with_gpt(text)
|
| 291 |
+
except:
|
| 292 |
+
st.write('GPT 4o out of tokens')
|
| 293 |
+
with col3:
|
| 294 |
+
st.write("Arxiv and Mistral Research:")
|
| 295 |
+
with st.spinner("Searching ArXiv..."):
|
| 296 |
+
results = perform_ai_lookup(text)
|
| 297 |
+
st.markdown(results)
|
| 298 |
+
|
| 299 |
+
elif data.get('type') == 'clear_transcript':
|
| 300 |
+
st.session_state.last_voice_input = ""
|
| 301 |
+
st.experimental_rerun()
|
| 302 |
+
|
| 303 |
+
except Exception as e:
|
| 304 |
+
st.error(f"Error processing voice input: {e}")
|
| 305 |
+
|
| 306 |
+
# Display last voice input
|
| 307 |
+
if st.session_state.last_voice_input:
|
| 308 |
+
st.text_area("Last Voice Input:", st.session_state.last_voice_input, height=100)
|
| 309 |
+
|
| 310 |
+
# [Rest of the main function remains the same]
|
| 311 |
+
elif tab_main == "π¬ Chat":
|
| 312 |
+
# [Previous chat interface code]
|
| 313 |
+
pass
|
| 314 |
+
|
| 315 |
+
elif tab_main == "πΈ Media Gallery":
|
| 316 |
+
create_media_gallery()
|
| 317 |
+
|
| 318 |
+
elif tab_main == "π Search ArXiv":
|
| 319 |
+
query = st.text_input("Enter your research query:")
|
| 320 |
+
if query:
|
| 321 |
+
with st.spinner("Searching ArXiv..."):
|
| 322 |
+
results = search_arxiv(query)
|
| 323 |
+
st.markdown(results)
|
| 324 |
+
|
| 325 |
+
elif tab_main == "π File Editor":
|
| 326 |
+
if hasattr(st.session_state, 'current_file'):
|
| 327 |
+
st.subheader(f"Editing: {st.session_state.current_file}")
|
| 328 |
+
new_content = st.text_area("Content:", st.session_state.file_content, height=300)
|
| 329 |
+
if st.button("Save Changes"):
|
| 330 |
+
with open(st.session_state.current_file, 'w', encoding='utf-8') as file:
|
| 331 |
+
file.write(new_content)
|
| 332 |
+
st.success("File updated successfully!")
|
| 333 |
+
|
| 334 |
+
# Always show file manager in sidebar
|
| 335 |
+
display_file_manager()
|
| 336 |
+
|
| 337 |
+
if __name__ == "__main__":
|
| 338 |
+
main()
|