Update app.py
Browse files
app.py
CHANGED
|
@@ -2,9 +2,10 @@ import os
|
|
| 2 |
import base64
|
| 3 |
import gradio as gr
|
| 4 |
import requests
|
| 5 |
-
from io import BytesIO
|
| 6 |
import json
|
|
|
|
| 7 |
from PIL import Image
|
|
|
|
| 8 |
|
| 9 |
# Get API key from environment variable for security
|
| 10 |
OPENROUTER_API_KEY = os.environ.get("OPENROUTER_API_KEY", "")
|
|
@@ -88,22 +89,23 @@ text_models = [(name, model_id) for name, model_id, _, _, _ in free_models]
|
|
| 88 |
def encode_image(image):
|
| 89 |
"""Convert PIL Image to base64 string"""
|
| 90 |
buffered = BytesIO()
|
| 91 |
-
image.save(buffered, format="
|
| 92 |
return base64.b64encode(buffered.getvalue()).decode("utf-8")
|
| 93 |
|
| 94 |
-
def
|
| 95 |
-
"""Process message and
|
| 96 |
model_id = next((model_id for name, model_id, _, _, _ in free_models if name == model_name), text_models[0][1])
|
| 97 |
|
| 98 |
# Check if API key is set
|
| 99 |
if not OPENROUTER_API_KEY:
|
| 100 |
-
|
|
|
|
| 101 |
|
| 102 |
# Setup headers and URL
|
| 103 |
headers = {
|
| 104 |
"Content-Type": "application/json",
|
| 105 |
"Authorization": f"Bearer {OPENROUTER_API_KEY}",
|
| 106 |
-
"HTTP-Referer": "https://huggingface.co/spaces", # Replace with your actual space URL in production
|
| 107 |
}
|
| 108 |
|
| 109 |
url = "https://openrouter.ai/api/v1/chat/completions"
|
|
@@ -125,7 +127,7 @@ def process_message(message, chat_history, model_name, uploaded_image=None):
|
|
| 125 |
{
|
| 126 |
"type": "image_url",
|
| 127 |
"image_url": {
|
| 128 |
-
"url": f"data:image/
|
| 129 |
}
|
| 130 |
}
|
| 131 |
]
|
|
@@ -136,24 +138,55 @@ def process_message(message, chat_history, model_name, uploaded_image=None):
|
|
| 136 |
# Build request data
|
| 137 |
data = {
|
| 138 |
"model": model_id,
|
| 139 |
-
"messages": messages
|
|
|
|
|
|
|
| 140 |
}
|
| 141 |
|
| 142 |
try:
|
| 143 |
-
#
|
| 144 |
-
|
| 145 |
-
|
| 146 |
|
| 147 |
-
#
|
| 148 |
-
|
| 149 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 150 |
|
| 151 |
-
|
| 152 |
-
chat_history.append((message, reply))
|
| 153 |
-
return reply, chat_history
|
| 154 |
|
| 155 |
except Exception as e:
|
| 156 |
-
|
|
|
|
|
|
|
| 157 |
|
| 158 |
# Create a nice CSS theme
|
| 159 |
css = """
|
|
@@ -179,11 +212,11 @@ css = """
|
|
| 179 |
}
|
| 180 |
"""
|
| 181 |
|
| 182 |
-
with gr.Blocks(css=css) as demo:
|
| 183 |
gr.HTML("""
|
| 184 |
<div class="app-header">
|
| 185 |
<h1>🔆 CrispChat</h1>
|
| 186 |
-
<p>Chat with
|
| 187 |
</div>
|
| 188 |
""")
|
| 189 |
|
|
@@ -195,6 +228,7 @@ with gr.Blocks(css=css) as demo:
|
|
| 195 |
show_share_button=False,
|
| 196 |
elem_id="chatbot",
|
| 197 |
layout="panel",
|
|
|
|
| 198 |
)
|
| 199 |
|
| 200 |
with gr.Row():
|
|
@@ -208,7 +242,6 @@ with gr.Blocks(css=css) as demo:
|
|
| 208 |
type="pil",
|
| 209 |
label="Image Upload (optional)",
|
| 210 |
show_label=False,
|
| 211 |
-
tool="select",
|
| 212 |
scale=2
|
| 213 |
)
|
| 214 |
submit_btn = gr.Button("Send", scale=1, variant="primary")
|
|
@@ -234,7 +267,7 @@ with gr.Blocks(css=css) as demo:
|
|
| 234 |
|
| 235 |
with gr.Accordion("API", open=False):
|
| 236 |
api_url = gr.Textbox(
|
| 237 |
-
value="https://
|
| 238 |
label="API Endpoint",
|
| 239 |
interactive=False
|
| 240 |
)
|
|
@@ -266,7 +299,7 @@ with gr.Blocks(css=css) as demo:
|
|
| 266 |
def on_submit(message, history, model, image):
|
| 267 |
if not message and not image:
|
| 268 |
return "", history
|
| 269 |
-
return "",
|
| 270 |
|
| 271 |
# Set up submission events
|
| 272 |
submit_btn.click(
|
|
@@ -299,8 +332,60 @@ def api_generate(message, model=None, image_data=None):
|
|
| 299 |
|
| 300 |
# Generate response
|
| 301 |
try:
|
| 302 |
-
|
| 303 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 304 |
except Exception as e:
|
| 305 |
return {"error": f"Error generating response: {str(e)}"}
|
| 306 |
|
|
|
|
| 2 |
import base64
|
| 3 |
import gradio as gr
|
| 4 |
import requests
|
|
|
|
| 5 |
import json
|
| 6 |
+
from io import BytesIO
|
| 7 |
from PIL import Image
|
| 8 |
+
import time
|
| 9 |
|
| 10 |
# Get API key from environment variable for security
|
| 11 |
OPENROUTER_API_KEY = os.environ.get("OPENROUTER_API_KEY", "")
|
|
|
|
| 89 |
def encode_image(image):
|
| 90 |
"""Convert PIL Image to base64 string"""
|
| 91 |
buffered = BytesIO()
|
| 92 |
+
image.save(buffered, format="JPEG")
|
| 93 |
return base64.b64encode(buffered.getvalue()).decode("utf-8")
|
| 94 |
|
| 95 |
+
def process_message_stream(message, chat_history, model_name, uploaded_image=None):
|
| 96 |
+
"""Process message and stream the model response"""
|
| 97 |
model_id = next((model_id for name, model_id, _, _, _ in free_models if name == model_name), text_models[0][1])
|
| 98 |
|
| 99 |
# Check if API key is set
|
| 100 |
if not OPENROUTER_API_KEY:
|
| 101 |
+
yield "Please set your OpenRouter API key in the environment variables.", chat_history
|
| 102 |
+
return
|
| 103 |
|
| 104 |
# Setup headers and URL
|
| 105 |
headers = {
|
| 106 |
"Content-Type": "application/json",
|
| 107 |
"Authorization": f"Bearer {OPENROUTER_API_KEY}",
|
| 108 |
+
"HTTP-Referer": "https://huggingface.co/spaces/cstr/CrispChat", # Replace with your actual space URL in production
|
| 109 |
}
|
| 110 |
|
| 111 |
url = "https://openrouter.ai/api/v1/chat/completions"
|
|
|
|
| 127 |
{
|
| 128 |
"type": "image_url",
|
| 129 |
"image_url": {
|
| 130 |
+
"url": f"data:image/jpeg;base64,{base64_image}"
|
| 131 |
}
|
| 132 |
}
|
| 133 |
]
|
|
|
|
| 138 |
# Build request data
|
| 139 |
data = {
|
| 140 |
"model": model_id,
|
| 141 |
+
"messages": messages,
|
| 142 |
+
"stream": True,
|
| 143 |
+
"temperature": 0.7
|
| 144 |
}
|
| 145 |
|
| 146 |
try:
|
| 147 |
+
# Create a new message pair in the chat history
|
| 148 |
+
chat_history.append((message, ""))
|
| 149 |
+
full_response = ""
|
| 150 |
|
| 151 |
+
# Make streaming API call
|
| 152 |
+
with requests.post(url, headers=headers, json=data, stream=True) as response:
|
| 153 |
+
response.raise_for_status()
|
| 154 |
+
buffer = ""
|
| 155 |
+
|
| 156 |
+
for chunk in response.iter_content(chunk_size=1024, decode_unicode=False):
|
| 157 |
+
if chunk:
|
| 158 |
+
buffer += chunk.decode('utf-8')
|
| 159 |
+
|
| 160 |
+
while True:
|
| 161 |
+
line_end = buffer.find('\n')
|
| 162 |
+
if line_end == -1:
|
| 163 |
+
break
|
| 164 |
+
|
| 165 |
+
line = buffer[:line_end].strip()
|
| 166 |
+
buffer = buffer[line_end + 1:]
|
| 167 |
+
|
| 168 |
+
if line.startswith('data: '):
|
| 169 |
+
data = line[6:]
|
| 170 |
+
if data == '[DONE]':
|
| 171 |
+
break
|
| 172 |
+
|
| 173 |
+
try:
|
| 174 |
+
data_obj = json.loads(data)
|
| 175 |
+
delta_content = data_obj["choices"][0]["delta"].get("content", "")
|
| 176 |
+
if delta_content:
|
| 177 |
+
full_response += delta_content
|
| 178 |
+
# Update the last assistant message
|
| 179 |
+
chat_history[-1] = (message, full_response)
|
| 180 |
+
yield full_response, chat_history
|
| 181 |
+
except json.JSONDecodeError:
|
| 182 |
+
pass
|
| 183 |
|
| 184 |
+
return full_response, chat_history
|
|
|
|
|
|
|
| 185 |
|
| 186 |
except Exception as e:
|
| 187 |
+
error_msg = f"Error: {str(e)}"
|
| 188 |
+
chat_history[-1] = (message, error_msg)
|
| 189 |
+
yield error_msg, chat_history
|
| 190 |
|
| 191 |
# Create a nice CSS theme
|
| 192 |
css = """
|
|
|
|
| 212 |
}
|
| 213 |
"""
|
| 214 |
|
| 215 |
+
with gr.Blocks(css=css, theme=gr.themes.Soft()) as demo:
|
| 216 |
gr.HTML("""
|
| 217 |
<div class="app-header">
|
| 218 |
<h1>🔆 CrispChat</h1>
|
| 219 |
+
<p>Chat with AI models - supports text and images</p>
|
| 220 |
</div>
|
| 221 |
""")
|
| 222 |
|
|
|
|
| 228 |
show_share_button=False,
|
| 229 |
elem_id="chatbot",
|
| 230 |
layout="panel",
|
| 231 |
+
type="messages" # Use new message format
|
| 232 |
)
|
| 233 |
|
| 234 |
with gr.Row():
|
|
|
|
| 242 |
type="pil",
|
| 243 |
label="Image Upload (optional)",
|
| 244 |
show_label=False,
|
|
|
|
| 245 |
scale=2
|
| 246 |
)
|
| 247 |
submit_btn = gr.Button("Send", scale=1, variant="primary")
|
|
|
|
| 267 |
|
| 268 |
with gr.Accordion("API", open=False):
|
| 269 |
api_url = gr.Textbox(
|
| 270 |
+
value="https://cstr-crispchat.hf.space/api/generate",
|
| 271 |
label="API Endpoint",
|
| 272 |
interactive=False
|
| 273 |
)
|
|
|
|
| 299 |
def on_submit(message, history, model, image):
|
| 300 |
if not message and not image:
|
| 301 |
return "", history
|
| 302 |
+
return "", process_message_stream(message, history, model, image)
|
| 303 |
|
| 304 |
# Set up submission events
|
| 305 |
submit_btn.click(
|
|
|
|
| 332 |
|
| 333 |
# Generate response
|
| 334 |
try:
|
| 335 |
+
# Setup headers and URL
|
| 336 |
+
headers = {
|
| 337 |
+
"Content-Type": "application/json",
|
| 338 |
+
"Authorization": f"Bearer {OPENROUTER_API_KEY}",
|
| 339 |
+
"HTTP-Referer": "https://huggingface.co/spaces",
|
| 340 |
+
}
|
| 341 |
+
|
| 342 |
+
url = "https://openrouter.ai/api/v1/chat/completions"
|
| 343 |
+
|
| 344 |
+
# Get model_id from model_name
|
| 345 |
+
model_id = next((model_id for name, model_id, _, _, _ in free_models if name == model_name), None)
|
| 346 |
+
if not model_id and model:
|
| 347 |
+
# Check if model parameter is a direct model ID
|
| 348 |
+
model_id = model
|
| 349 |
+
|
| 350 |
+
if not model_id:
|
| 351 |
+
model_id = text_models[0][1]
|
| 352 |
+
|
| 353 |
+
# Build messages
|
| 354 |
+
messages = []
|
| 355 |
+
|
| 356 |
+
if image:
|
| 357 |
+
# Image processing for vision models
|
| 358 |
+
base64_image = encode_image(image)
|
| 359 |
+
content = [
|
| 360 |
+
{"type": "text", "text": message},
|
| 361 |
+
{
|
| 362 |
+
"type": "image_url",
|
| 363 |
+
"image_url": {
|
| 364 |
+
"url": f"data:image/jpeg;base64,{base64_image}"
|
| 365 |
+
}
|
| 366 |
+
}
|
| 367 |
+
]
|
| 368 |
+
messages.append({"role": "user", "content": content})
|
| 369 |
+
else:
|
| 370 |
+
messages.append({"role": "user", "content": message})
|
| 371 |
+
|
| 372 |
+
# Build request data
|
| 373 |
+
data = {
|
| 374 |
+
"model": model_id,
|
| 375 |
+
"messages": messages,
|
| 376 |
+
"temperature": 0.7
|
| 377 |
+
}
|
| 378 |
+
|
| 379 |
+
# Make API call
|
| 380 |
+
response = requests.post(url, headers=headers, json=data)
|
| 381 |
+
response.raise_for_status()
|
| 382 |
+
|
| 383 |
+
# Parse response
|
| 384 |
+
result = response.json()
|
| 385 |
+
reply = result.get("choices", [{}])[0].get("message", {}).get("content", "No response")
|
| 386 |
+
|
| 387 |
+
return {"response": reply}
|
| 388 |
+
|
| 389 |
except Exception as e:
|
| 390 |
return {"error": f"Error generating response: {str(e)}"}
|
| 391 |
|