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Create app.py
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app.py
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1 |
+
import streamlit as st
|
2 |
+
import anthropic
|
3 |
+
import openai
|
4 |
+
import base64
|
5 |
+
from datetime import datetime
|
6 |
+
import plotly.graph_objects as go
|
7 |
+
import cv2
|
8 |
+
import glob
|
9 |
+
import json
|
10 |
+
import math
|
11 |
+
import os
|
12 |
+
import pytz
|
13 |
+
import random
|
14 |
+
import re
|
15 |
+
import requests
|
16 |
+
import streamlit.components.v1 as components
|
17 |
+
import textract
|
18 |
+
import time
|
19 |
+
import zipfile
|
20 |
+
from audio_recorder_streamlit import audio_recorder
|
21 |
+
from bs4 import BeautifulSoup
|
22 |
+
from collections import deque
|
23 |
+
from dotenv import load_dotenv
|
24 |
+
from gradio_client import Client, handle_file
|
25 |
+
from huggingface_hub import InferenceClient
|
26 |
+
from io import BytesIO
|
27 |
+
from moviepy.editor import VideoFileClip
|
28 |
+
from PIL import Image
|
29 |
+
from PyPDF2 import PdfReader
|
30 |
+
from urllib.parse import quote
|
31 |
+
from xml.etree import ElementTree as ET
|
32 |
+
from openai import OpenAI
|
33 |
+
|
34 |
+
# Configuration and Setup
|
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'
|
38 |
+
bugURL = 'https://huggingface.co/spaces/awacke1'
|
39 |
+
icons = 'π²π'
|
40 |
+
|
41 |
+
st.set_page_config(
|
42 |
+
page_title=title,
|
43 |
+
page_icon=icons,
|
44 |
+
layout="wide",
|
45 |
+
initial_sidebar_state="auto",
|
46 |
+
menu_items={
|
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()
|