Miquel Farré
commited on
Commit
·
f0cc2ca
1
Parent(s):
55bc851
updates
Browse files- app.py +200 -16
- e2bqwen.py +2 -3
app.py
CHANGED
|
@@ -1,15 +1,21 @@
|
|
| 1 |
import gradio as gr
|
| 2 |
import os
|
|
|
|
| 3 |
import shutil
|
|
|
|
| 4 |
from e2b_desktop import Sandbox
|
| 5 |
from huggingface_hub import upload_folder, login
|
| 6 |
from smolagents.monitoring import LogLevel
|
| 7 |
from textwrap import dedent
|
|
|
|
|
|
|
| 8 |
|
| 9 |
from e2bqwen import QwenVLAPIModel, E2BVisionAgent
|
| 10 |
|
| 11 |
E2B_API_KEY = os.getenv("E2B_API_KEY")
|
| 12 |
SANDBOXES = {}
|
|
|
|
|
|
|
| 13 |
WIDTH = 1920
|
| 14 |
HEIGHT = 1440
|
| 15 |
TMP_DIR = './tmp/'
|
|
@@ -93,6 +99,17 @@ custom_css = """
|
|
| 93 |
background-color: #e74c3c;
|
| 94 |
}
|
| 95 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 96 |
@keyframes blink {
|
| 97 |
0% { background-color: rgba(46, 204, 113, 1); } /* Green at full opacity */
|
| 98 |
50% { background-color: rgba(46, 204, 113, 0.4); } /* Green at 40% opacity */
|
|
@@ -100,19 +117,109 @@ custom_css = """
|
|
| 100 |
}
|
| 101 |
"""
|
| 102 |
|
|
|
|
| 103 |
html_template = """
|
| 104 |
<div class="sandbox-outer-wrapper">
|
| 105 |
<div class="sandbox-container">
|
| 106 |
<img src="https://huggingface.co/datasets/lvwerra/admin/resolve/main/desktop_scaled.png" class="sandbox-background" />
|
| 107 |
<div class="status-text">{status_text}</div>
|
| 108 |
<div class="status-indicator {status_class}"></div>
|
| 109 |
-
<iframe
|
| 110 |
src="{stream_url}"
|
| 111 |
class="sandbox-iframe"
|
|
|
|
| 112 |
allowfullscreen>
|
| 113 |
</iframe>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 114 |
</div>
|
| 115 |
-
</div>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 116 |
|
| 117 |
def upload_to_hf_and_remove(folder_path):
|
| 118 |
|
|
@@ -141,17 +248,69 @@ def upload_to_hf_and_remove(folder_path):
|
|
| 141 |
print(f"Error during upload or cleanup: {str(e)}")
|
| 142 |
raise
|
| 143 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 144 |
|
| 145 |
def get_or_create_sandbox(session_hash):
|
| 146 |
-
|
| 147 |
-
|
| 148 |
-
|
| 149 |
-
|
| 150 |
-
|
| 151 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 152 |
|
| 153 |
def update_html(interactive_mode, request: gr.Request):
|
| 154 |
-
|
|
|
|
| 155 |
auth_key = desktop.stream.get_auth_key()
|
| 156 |
|
| 157 |
# Add view_only parameter based on interactive_mode
|
|
@@ -162,19 +321,37 @@ def update_html(interactive_mode, request: gr.Request):
|
|
| 162 |
status_class = "status-interactive" if interactive_mode else "status-view-only"
|
| 163 |
status_text = "Interactive" if interactive_mode else "View Only"
|
| 164 |
|
|
|
|
|
|
|
| 165 |
html_content = html_template.format(
|
| 166 |
stream_url=stream_url,
|
| 167 |
status_class=status_class,
|
| 168 |
-
status_text=status_text
|
|
|
|
|
|
|
| 169 |
)
|
|
|
|
|
|
|
|
|
|
|
|
|
| 170 |
return html_content
|
| 171 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 172 |
def run_agent_task(task_input, interactive_mode, request: gr.Request):
|
| 173 |
session_hash = request.session_hash
|
|
|
|
| 174 |
desktop = get_or_create_sandbox(session_hash)
|
| 175 |
|
| 176 |
# Create data directory for this session
|
| 177 |
-
data_dir = os.path.join(TMP_DIR,
|
| 178 |
if not os.path.exists(data_dir):
|
| 179 |
os.makedirs(data_dir)
|
| 180 |
|
|
@@ -185,7 +362,7 @@ def run_agent_task(task_input, interactive_mode, request: gr.Request):
|
|
| 185 |
data_dir=data_dir,
|
| 186 |
desktop=desktop,
|
| 187 |
max_steps=200,
|
| 188 |
-
verbosity_level=LogLevel.
|
| 189 |
planning_interval=5,
|
| 190 |
)
|
| 191 |
|
|
@@ -206,21 +383,26 @@ def run_agent_task(task_input, interactive_mode, request: gr.Request):
|
|
| 206 |
|
| 207 |
try:
|
| 208 |
# Run the agent
|
|
|
|
| 209 |
result = agent.run(full_task)
|
|
|
|
| 210 |
|
| 211 |
interactive_mode = True
|
| 212 |
return f"Task completed: {result}", update_html(interactive_mode, request)
|
| 213 |
except Exception as e:
|
| 214 |
-
error_message = f"Error running agent: {str(e)}"
|
|
|
|
|
|
|
| 215 |
print(error_message)
|
| 216 |
interactive_mode = True
|
| 217 |
-
return error_message, update_html(interactive_mode, request)
|
|
|
|
| 218 |
finally:
|
| 219 |
upload_to_hf_and_remove(data_dir)
|
| 220 |
|
| 221 |
|
| 222 |
# Create a Gradio app with Blocks
|
| 223 |
-
with gr.Blocks(css=custom_css) as demo:
|
| 224 |
gr.HTML("""<h1 style="text-align: center">Personal Computer Assistant</h1>""")
|
| 225 |
|
| 226 |
# HTML output with simulated image and iframe
|
|
@@ -248,7 +430,8 @@ with gr.Blocks(css=custom_css) as demo:
|
|
| 248 |
# Results output
|
| 249 |
results_output = gr.Textbox(
|
| 250 |
label="Results",
|
| 251 |
-
interactive=False
|
|
|
|
| 252 |
)
|
| 253 |
|
| 254 |
# Update button
|
|
@@ -273,4 +456,5 @@ with gr.Blocks(css=custom_css) as demo:
|
|
| 273 |
|
| 274 |
# Launch the app
|
| 275 |
if __name__ == "__main__":
|
|
|
|
| 276 |
demo.launch()
|
|
|
|
| 1 |
import gradio as gr
|
| 2 |
import os
|
| 3 |
+
import json
|
| 4 |
import shutil
|
| 5 |
+
import traceback
|
| 6 |
from e2b_desktop import Sandbox
|
| 7 |
from huggingface_hub import upload_folder, login
|
| 8 |
from smolagents.monitoring import LogLevel
|
| 9 |
from textwrap import dedent
|
| 10 |
+
import time
|
| 11 |
+
from threading import Timer
|
| 12 |
|
| 13 |
from e2bqwen import QwenVLAPIModel, E2BVisionAgent
|
| 14 |
|
| 15 |
E2B_API_KEY = os.getenv("E2B_API_KEY")
|
| 16 |
SANDBOXES = {}
|
| 17 |
+
SANDBOX_METADATA = {}
|
| 18 |
+
SANDBOX_TIMEOUT = 300
|
| 19 |
WIDTH = 1920
|
| 20 |
HEIGHT = 1440
|
| 21 |
TMP_DIR = './tmp/'
|
|
|
|
| 99 |
background-color: #e74c3c;
|
| 100 |
}
|
| 101 |
|
| 102 |
+
.status-error {
|
| 103 |
+
background-color: #e74c3c;
|
| 104 |
+
animation: blink-error 1s infinite;
|
| 105 |
+
}
|
| 106 |
+
|
| 107 |
+
@keyframes blink-error {
|
| 108 |
+
0% { background-color: rgba(231, 76, 60, 1); }
|
| 109 |
+
50% { background-color: rgba(231, 76, 60, 0.4); }
|
| 110 |
+
100% { background-color: rgba(231, 76, 60, 1); }
|
| 111 |
+
}
|
| 112 |
+
|
| 113 |
@keyframes blink {
|
| 114 |
0% { background-color: rgba(46, 204, 113, 1); } /* Green at full opacity */
|
| 115 |
50% { background-color: rgba(46, 204, 113, 0.4); } /* Green at 40% opacity */
|
|
|
|
| 117 |
}
|
| 118 |
"""
|
| 119 |
|
| 120 |
+
|
| 121 |
html_template = """
|
| 122 |
<div class="sandbox-outer-wrapper">
|
| 123 |
<div class="sandbox-container">
|
| 124 |
<img src="https://huggingface.co/datasets/lvwerra/admin/resolve/main/desktop_scaled.png" class="sandbox-background" />
|
| 125 |
<div class="status-text">{status_text}</div>
|
| 126 |
<div class="status-indicator {status_class}"></div>
|
| 127 |
+
<iframe id="sandbox-iframe"
|
| 128 |
src="{stream_url}"
|
| 129 |
class="sandbox-iframe"
|
| 130 |
+
style="display: block;"
|
| 131 |
allowfullscreen>
|
| 132 |
</iframe>
|
| 133 |
+
<img id="bsod-image"
|
| 134 |
+
src="https://huggingface.co/datasets/mfarre/servedfiles/resolve/main/blue_screen_of_death.gif"
|
| 135 |
+
class="bsod-image"
|
| 136 |
+
style="display: none; position: absolute; top: 10%; left: 25%; width: 400px; height: 300px; border: 4px solid #444444;"
|
| 137 |
+
/>
|
| 138 |
</div>
|
| 139 |
+
</div>
|
| 140 |
+
"""
|
| 141 |
+
|
| 142 |
+
custom_js = """
|
| 143 |
+
function() {
|
| 144 |
+
// Function to check if sandbox is timing out
|
| 145 |
+
const checkSandboxTimeout = function() {
|
| 146 |
+
const timeElement = document.getElementById('sandbox-creation-time');
|
| 147 |
+
|
| 148 |
+
if (timeElement) {
|
| 149 |
+
const creationTime = parseFloat(timeElement.getAttribute('data-time'));
|
| 150 |
+
const timeoutValue = parseFloat(timeElement.getAttribute('data-timeout'));
|
| 151 |
+
const currentTime = Math.floor(Date.now() / 1000); // Current time in seconds
|
| 152 |
+
|
| 153 |
+
const elapsedTime = currentTime - creationTime;
|
| 154 |
+
console.log("Sandbox running for: " + elapsedTime + " seconds of " + timeoutValue + " seconds");
|
| 155 |
+
|
| 156 |
+
// If we've exceeded the timeout, show BSOD
|
| 157 |
+
if (elapsedTime >= timeoutValue) {
|
| 158 |
+
console.log("Sandbox timeout! Showing BSOD");
|
| 159 |
+
showBSOD('Error');
|
| 160 |
+
// Don't set another timeout, we're done checking
|
| 161 |
+
return;
|
| 162 |
+
}
|
| 163 |
+
}
|
| 164 |
+
|
| 165 |
+
// Continue checking every 5 seconds
|
| 166 |
+
setTimeout(checkSandboxTimeout, 5000);
|
| 167 |
+
};
|
| 168 |
+
|
| 169 |
+
const showBSOD = function(statusText = 'Error') {
|
| 170 |
+
console.log("Showing BSOD with status: " + statusText);
|
| 171 |
+
const iframe = document.getElementById('sandbox-iframe');
|
| 172 |
+
const bsod = document.getElementById('bsod-image');
|
| 173 |
+
|
| 174 |
+
if (iframe && bsod) {
|
| 175 |
+
iframe.style.display = 'none';
|
| 176 |
+
bsod.style.display = 'block';
|
| 177 |
+
|
| 178 |
+
// Update status indicator
|
| 179 |
+
const statusIndicator = document.querySelector('.status-indicator');
|
| 180 |
+
const statusTextElem = document.querySelector('.status-text');
|
| 181 |
+
|
| 182 |
+
if (statusIndicator) {
|
| 183 |
+
statusIndicator.className = 'status-indicator status-error';
|
| 184 |
+
}
|
| 185 |
+
|
| 186 |
+
if (statusTextElem) {
|
| 187 |
+
statusTextElem.innerText = statusText;
|
| 188 |
+
}
|
| 189 |
+
}
|
| 190 |
+
};
|
| 191 |
+
|
| 192 |
+
// Function to monitor for error messages
|
| 193 |
+
const monitorForErrors = function() {
|
| 194 |
+
console.log("Error monitor started");
|
| 195 |
+
const resultsInterval = setInterval(function() {
|
| 196 |
+
const resultsElements = document.querySelectorAll('textarea, .output-text');
|
| 197 |
+
for (let elem of resultsElements) {
|
| 198 |
+
const content = elem.value || elem.innerText || '';
|
| 199 |
+
if (content.includes('Error running agent:')) {
|
| 200 |
+
console.log("Error detected!");
|
| 201 |
+
showBSOD('Error');
|
| 202 |
+
clearInterval(resultsInterval);
|
| 203 |
+
break;
|
| 204 |
+
}
|
| 205 |
+
}
|
| 206 |
+
}, 1000);
|
| 207 |
+
};
|
| 208 |
+
|
| 209 |
+
// Start monitoring for timeouts immediately
|
| 210 |
+
checkSandboxTimeout();
|
| 211 |
+
|
| 212 |
+
// Start monitoring for errors
|
| 213 |
+
setTimeout(monitorForErrors, 3000);
|
| 214 |
+
|
| 215 |
+
// Also monitor for errors after button clicks
|
| 216 |
+
document.addEventListener('click', function(e) {
|
| 217 |
+
if (e.target.tagName === 'BUTTON') {
|
| 218 |
+
setTimeout(monitorForErrors, 3000);
|
| 219 |
+
}
|
| 220 |
+
});
|
| 221 |
+
}
|
| 222 |
+
"""
|
| 223 |
|
| 224 |
def upload_to_hf_and_remove(folder_path):
|
| 225 |
|
|
|
|
| 248 |
print(f"Error during upload or cleanup: {str(e)}")
|
| 249 |
raise
|
| 250 |
|
| 251 |
+
def cleanup_sandboxes():
|
| 252 |
+
"""Remove sandboxes that haven't been accessed for more than 5 minutes"""
|
| 253 |
+
current_time = time.time()
|
| 254 |
+
sandboxes_to_remove = []
|
| 255 |
+
|
| 256 |
+
for session_id, metadata in SANDBOX_METADATA.items():
|
| 257 |
+
if current_time - metadata['last_accessed'] > SANDBOX_TIMEOUT:
|
| 258 |
+
sandboxes_to_remove.append(session_id)
|
| 259 |
+
|
| 260 |
+
for session_id in sandboxes_to_remove:
|
| 261 |
+
if session_id in SANDBOXES:
|
| 262 |
+
try:
|
| 263 |
+
# Upload data before removing if needed
|
| 264 |
+
data_dir = os.path.join(TMP_DIR, session_id)
|
| 265 |
+
if os.path.exists(data_dir):
|
| 266 |
+
upload_to_hf_and_remove(data_dir)
|
| 267 |
+
|
| 268 |
+
# Close the sandbox
|
| 269 |
+
SANDBOXES[session_id].kill()
|
| 270 |
+
del SANDBOXES[session_id]
|
| 271 |
+
del SANDBOX_METADATA[session_id]
|
| 272 |
+
print(f"Cleaned up sandbox for session {session_id}")
|
| 273 |
+
except Exception as e:
|
| 274 |
+
print(f"Error cleaning up sandbox {session_id}: {str(e)}")
|
| 275 |
+
|
| 276 |
|
| 277 |
def get_or_create_sandbox(session_hash):
|
| 278 |
+
current_time = time.time()
|
| 279 |
+
|
| 280 |
+
# Check if sandbox exists and is still valid
|
| 281 |
+
if (session_hash in SANDBOXES and
|
| 282 |
+
session_hash in SANDBOX_METADATA and
|
| 283 |
+
current_time - SANDBOX_METADATA[session_hash]['created_at'] < SANDBOX_TIMEOUT):
|
| 284 |
+
|
| 285 |
+
# Update last accessed time
|
| 286 |
+
SANDBOX_METADATA[session_hash]['last_accessed'] = current_time
|
| 287 |
+
return SANDBOXES[session_hash]
|
| 288 |
+
|
| 289 |
+
# Close existing sandbox if it exists but is too old
|
| 290 |
+
if session_hash in SANDBOXES:
|
| 291 |
+
try:
|
| 292 |
+
print(f"Closing expired sandbox for session {session_hash}")
|
| 293 |
+
SANDBOXES[session_hash].kill()
|
| 294 |
+
except Exception as e:
|
| 295 |
+
print(f"Error closing expired sandbox: {str(e)}")
|
| 296 |
+
|
| 297 |
+
# Create new sandbox
|
| 298 |
+
print(f"Creating new sandbox for session {session_hash}")
|
| 299 |
+
desktop = Sandbox(api_key=E2B_API_KEY, resolution=(WIDTH, HEIGHT), dpi=96, timeout=SANDBOX_TIMEOUT)
|
| 300 |
+
desktop.stream.start(require_auth=True)
|
| 301 |
+
|
| 302 |
+
# Store sandbox with metadata
|
| 303 |
+
SANDBOXES[session_hash] = desktop
|
| 304 |
+
SANDBOX_METADATA[session_hash] = {
|
| 305 |
+
'created_at': current_time,
|
| 306 |
+
'last_accessed': current_time
|
| 307 |
+
}
|
| 308 |
+
|
| 309 |
+
return desktop
|
| 310 |
|
| 311 |
def update_html(interactive_mode, request: gr.Request):
|
| 312 |
+
session_hash = request.session_hash
|
| 313 |
+
desktop = get_or_create_sandbox(session_hash)
|
| 314 |
auth_key = desktop.stream.get_auth_key()
|
| 315 |
|
| 316 |
# Add view_only parameter based on interactive_mode
|
|
|
|
| 321 |
status_class = "status-interactive" if interactive_mode else "status-view-only"
|
| 322 |
status_text = "Interactive" if interactive_mode else "View Only"
|
| 323 |
|
| 324 |
+
creation_time = SANDBOX_METADATA[session_hash]['created_at'] if session_hash in SANDBOX_METADATA else time.time()
|
| 325 |
+
|
| 326 |
html_content = html_template.format(
|
| 327 |
stream_url=stream_url,
|
| 328 |
status_class=status_class,
|
| 329 |
+
status_text=status_text,
|
| 330 |
+
iframe_style="display: block;",
|
| 331 |
+
bsod_style="display: none;"
|
| 332 |
)
|
| 333 |
+
|
| 334 |
+
# Add hidden field with creation time for JavaScript to use
|
| 335 |
+
html_content += f'<div id="sandbox-creation-time" style="display:none;" data-time="{creation_time}" data-timeout="{SANDBOX_TIMEOUT}"></div>'
|
| 336 |
+
|
| 337 |
return html_content
|
| 338 |
|
| 339 |
+
def generate_interaction_id(request):
|
| 340 |
+
"""Generate a unique ID combining session hash and timestamp"""
|
| 341 |
+
return f"{request.session_hash}_{int(time.time())}"
|
| 342 |
+
|
| 343 |
+
def save_final_status(folder, status, details = None):
|
| 344 |
+
a = open(os.path.join(folder,"status.json"),"w")
|
| 345 |
+
a.write(json.dumps({"status":status,"details":str(details)}))
|
| 346 |
+
a.close()
|
| 347 |
+
|
| 348 |
def run_agent_task(task_input, interactive_mode, request: gr.Request):
|
| 349 |
session_hash = request.session_hash
|
| 350 |
+
interaction_id = generate_interaction_id(request)
|
| 351 |
desktop = get_or_create_sandbox(session_hash)
|
| 352 |
|
| 353 |
# Create data directory for this session
|
| 354 |
+
data_dir = os.path.join(TMP_DIR, interaction_id)
|
| 355 |
if not os.path.exists(data_dir):
|
| 356 |
os.makedirs(data_dir)
|
| 357 |
|
|
|
|
| 362 |
data_dir=data_dir,
|
| 363 |
desktop=desktop,
|
| 364 |
max_steps=200,
|
| 365 |
+
verbosity_level=LogLevel.INFO,
|
| 366 |
planning_interval=5,
|
| 367 |
)
|
| 368 |
|
|
|
|
| 383 |
|
| 384 |
try:
|
| 385 |
# Run the agent
|
| 386 |
+
r
|
| 387 |
result = agent.run(full_task)
|
| 388 |
+
save_final_status(data_dir, "completed", details = result)
|
| 389 |
|
| 390 |
interactive_mode = True
|
| 391 |
return f"Task completed: {result}", update_html(interactive_mode, request)
|
| 392 |
except Exception as e:
|
| 393 |
+
error_message = f"Error running agent: {str(e)} Details {traceback.format_exc()}"
|
| 394 |
+
save_final_status(data_dir, "failed", details = error_message)
|
| 395 |
+
|
| 396 |
print(error_message)
|
| 397 |
interactive_mode = True
|
| 398 |
+
# return error_message, update_html(interactive_mode, request)
|
| 399 |
+
return error_message
|
| 400 |
finally:
|
| 401 |
upload_to_hf_and_remove(data_dir)
|
| 402 |
|
| 403 |
|
| 404 |
# Create a Gradio app with Blocks
|
| 405 |
+
with gr.Blocks(css=custom_css, js=custom_js) as demo:
|
| 406 |
gr.HTML("""<h1 style="text-align: center">Personal Computer Assistant</h1>""")
|
| 407 |
|
| 408 |
# HTML output with simulated image and iframe
|
|
|
|
| 430 |
# Results output
|
| 431 |
results_output = gr.Textbox(
|
| 432 |
label="Results",
|
| 433 |
+
interactive=False,
|
| 434 |
+
elem_id="results-output"
|
| 435 |
)
|
| 436 |
|
| 437 |
# Update button
|
|
|
|
| 456 |
|
| 457 |
# Launch the app
|
| 458 |
if __name__ == "__main__":
|
| 459 |
+
Timer(60, cleanup_sandboxes).start() # Run every minute
|
| 460 |
demo.launch()
|
e2bqwen.py
CHANGED
|
@@ -279,10 +279,9 @@ REMEMBER TO ALWAYS CLICK IN THE MIDDLE OF THE TEXT, NOT ON THE SIDE, NOT UNDER.
|
|
| 279 |
def store_metadata_to_file(self, agent) -> None:
|
| 280 |
metadata_path = os.path.join(self.data_dir, "metadata.json")
|
| 281 |
output = {}
|
| 282 |
-
|
| 283 |
-
output['total_token_counts'] = agent.monitor.get_total_token_counts()
|
| 284 |
a = open(metadata_path,"w")
|
| 285 |
-
a.write(json.dumps(
|
| 286 |
a.close()
|
| 287 |
|
| 288 |
def write_memory_to_messages(self) -> List[Dict[str, Any]]:
|
|
|
|
| 279 |
def store_metadata_to_file(self, agent) -> None:
|
| 280 |
metadata_path = os.path.join(self.data_dir, "metadata.json")
|
| 281 |
output = {}
|
| 282 |
+
output_memory = self.write_memory_to_messages()
|
|
|
|
| 283 |
a = open(metadata_path,"w")
|
| 284 |
+
a.write(json.dumps(output_memory))
|
| 285 |
a.close()
|
| 286 |
|
| 287 |
def write_memory_to_messages(self) -> List[Dict[str, Any]]:
|