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Push helper assets
Browse files- app.py +450 -0
- requirements.txt +2 -0
app.py
ADDED
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1 |
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import gradio as gr
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2 |
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import json
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import zipfile
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4 |
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import io
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import os
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from datetime import datetime
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+
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+
# Template for generated space app (based on mvp_simple.py)
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9 |
+
SPACE_TEMPLATE = '''import gradio as gr
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import os
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import requests
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import json
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# Configuration
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SPACE_NAME = "{name}"
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SPACE_DESCRIPTION = "{description}"
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SYSTEM_PROMPT = """{system_prompt}"""
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MODEL = "{model}"
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# Get API key from environment - customizable variable name
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API_KEY = os.environ.get("{api_key_var}")
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def generate_response(message, history):
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"""Generate response using OpenRouter API"""
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if not API_KEY:
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return "Please set your {api_key_var} in the Space settings."
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# Build messages array for the API
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messages = [{{"role": "system", "content": SYSTEM_PROMPT}}]
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# Add conversation history - compatible with Gradio 5.x format
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for chat in history:
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if isinstance(chat, dict):
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# New format: {{"role": "user", "content": "..."}} or {{"role": "assistant", "content": "..."}}
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messages.append(chat)
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else:
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# Legacy format: ("user msg", "bot msg")
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user_msg, bot_msg = chat
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messages.append({{"role": "user", "content": user_msg}})
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if bot_msg:
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messages.append({{"role": "assistant", "content": bot_msg}})
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# Add current message
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messages.append({{"role": "user", "content": message}})
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# Make API request
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try:
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response = requests.post(
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url="https://openrouter.ai/api/v1/chat/completions",
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headers={{
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"Authorization": f"Bearer {{API_KEY}}",
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"Content-Type": "application/json"
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}},
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json={{
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"model": MODEL,
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"messages": messages,
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"temperature": {temperature},
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"max_tokens": {max_tokens}
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}}
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)
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62 |
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63 |
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if response.status_code == 200:
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return response.json()['choices'][0]['message']['content']
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else:
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66 |
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return f"Error: {{response.status_code}} - {{response.text}}"
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67 |
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except Exception as e:
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69 |
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return f"Error: {{str(e)}}"
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70 |
+
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71 |
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# Create simple Gradio interface using ChatInterface
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72 |
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demo = gr.ChatInterface(
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fn=generate_response,
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title=SPACE_NAME,
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description=SPACE_DESCRIPTION,
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examples={examples}
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)
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if __name__ == "__main__":
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demo.launch()
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81 |
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'''
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82 |
+
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83 |
+
# Available models
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84 |
+
MODELS = [
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85 |
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"google/gemma-2-9b-it",
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86 |
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"google/gemma-2-27b-it",
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87 |
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"meta-llama/llama-3.1-8b-instruct",
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88 |
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"meta-llama/llama-3.1-70b-instruct",
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89 |
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"anthropic/claude-3-haiku",
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90 |
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"anthropic/claude-3-sonnet",
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91 |
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"anthropic/claude-3.5-sonnet",
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92 |
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"openai/gpt-3.5-turbo",
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93 |
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"openai/gpt-4o-mini",
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94 |
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"openai/gpt-4o",
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95 |
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"mistralai/mistral-7b-instruct",
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96 |
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"mistralai/mixtral-8x7b-instruct"
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97 |
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]
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98 |
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99 |
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def create_readme(config):
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100 |
+
"""Generate README with deployment instructions"""
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101 |
+
return f"""# {config['name']}
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102 |
+
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103 |
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{config['description']}
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104 |
+
|
105 |
+
## Quick Deploy to HuggingFace Spaces
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106 |
+
|
107 |
+
### Step 1: Create the Space
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108 |
+
1. Go to https://huggingface.co/spaces
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109 |
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2. Click "Create new Space"
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110 |
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3. Choose a name for your Space
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111 |
+
4. Select **Gradio** as the SDK
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112 |
+
5. Set visibility (Public/Private)
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113 |
+
6. Click "Create Space"
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114 |
+
|
115 |
+
### Step 2: Upload Files
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116 |
+
1. In your new Space, click "Files" tab
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117 |
+
2. Upload these files from the zip:
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118 |
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- `app.py`
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119 |
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- `requirements.txt`
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120 |
+
3. Wait for "Building" to complete
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121 |
+
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122 |
+
### Step 3: Add API Key
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123 |
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1. Go to Settings (gear icon)
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124 |
+
2. Click "Variables and secrets"
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125 |
+
3. Click "New secret"
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126 |
+
4. Name: `{config['api_key_var']}`
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127 |
+
5. Value: Your OpenRouter API key
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128 |
+
6. Click "Add"
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129 |
+
|
130 |
+
### Step 4: Get Your API Key
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131 |
+
1. Go to https://openrouter.ai/keys
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132 |
+
2. Sign up/login if needed
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133 |
+
3. Click "Create Key"
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134 |
+
4. Copy the key (starts with `sk-or-`)
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135 |
+
|
136 |
+
### Step 5: Test Your Space
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137 |
+
- Go back to "App" tab
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138 |
+
- Your Space should be running!
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139 |
+
- Try the example prompts or ask a question
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140 |
+
|
141 |
+
## Configuration
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142 |
+
|
143 |
+
- **Model**: {config['model']}
|
144 |
+
- **Temperature**: {config['temperature']}
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145 |
+
- **Max Tokens**: {config['max_tokens']}
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146 |
+
- **API Key Variable**: {config['api_key_var']}
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147 |
+
|
148 |
+
## Cost Information
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149 |
+
|
150 |
+
OpenRouter charges per token used:
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151 |
+
- Gemma 2 9B: ~$0.20 per million tokens
|
152 |
+
- Claude Haiku: ~$0.25 per million tokens
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153 |
+
- GPT-4o-mini: ~$0.60 per million tokens
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154 |
+
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155 |
+
Typical conversation: ~300 tokens (cost: $0.00006 - $0.0018)
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156 |
+
|
157 |
+
Check current pricing: https://openrouter.ai/models
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158 |
+
|
159 |
+
## Customization
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160 |
+
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161 |
+
To modify your Space:
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162 |
+
1. Edit `app.py` in your Space
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163 |
+
2. Update configuration variables at the top
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164 |
+
3. Changes deploy automatically
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165 |
+
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166 |
+
## Troubleshooting
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167 |
+
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168 |
+
- **"Please set your {config['api_key_var']}"**: Add the secret in Space settings
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169 |
+
- **Error 401**: Invalid API key or no credits
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170 |
+
- **Error 429**: Rate limit - wait and try again
|
171 |
+
- **Build failed**: Check requirements.txt formatting
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172 |
+
|
173 |
+
## More Help
|
174 |
+
|
175 |
+
- HuggingFace Spaces: https://huggingface.co/docs/hub/spaces
|
176 |
+
- OpenRouter Docs: https://openrouter.ai/docs
|
177 |
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- Gradio Docs: https://gradio.app/docs
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178 |
+
|
179 |
+
---
|
180 |
+
|
181 |
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Generated on {datetime.now().strftime('%Y-%m-%d %H:%M:%S')} with Chat U/I Helper
|
182 |
+
"""
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183 |
+
|
184 |
+
def create_requirements():
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185 |
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"""Generate requirements.txt"""
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186 |
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return "gradio==5.34.0\nrequests==2.31.0"
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187 |
+
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188 |
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def generate_zip(name, description, system_prompt, model, api_key_var, temperature, max_tokens, examples_text):
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189 |
+
"""Generate deployable zip file"""
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190 |
+
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191 |
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# Process examples
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192 |
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if examples_text and examples_text.strip():
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193 |
+
examples_list = [ex.strip() for ex in examples_text.split('\n') if ex.strip()]
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194 |
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examples_json = json.dumps(examples_list)
|
195 |
+
else:
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196 |
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examples_json = json.dumps([
|
197 |
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"Hello! How can you help me?",
|
198 |
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"Tell me something interesting",
|
199 |
+
"What can you do?"
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200 |
+
])
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201 |
+
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202 |
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# Create config
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203 |
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config = {
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204 |
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'name': name,
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205 |
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'description': description,
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206 |
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'system_prompt': system_prompt,
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207 |
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'model': model,
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208 |
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'api_key_var': api_key_var,
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209 |
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'temperature': temperature,
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210 |
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'max_tokens': int(max_tokens),
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211 |
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'examples': examples_json
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}
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# Generate files
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215 |
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app_content = SPACE_TEMPLATE.format(**config)
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216 |
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readme_content = create_readme(config)
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217 |
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requirements_content = create_requirements()
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218 |
+
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219 |
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# Create zip file with clean naming
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220 |
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filename = f"{name.lower().replace(' ', '_').replace('-', '_')}.zip"
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221 |
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222 |
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# Create zip in memory and save to disk
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223 |
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zip_buffer = io.BytesIO()
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224 |
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with zipfile.ZipFile(zip_buffer, 'w', zipfile.ZIP_DEFLATED) as zip_file:
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225 |
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zip_file.writestr('app.py', app_content)
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226 |
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zip_file.writestr('requirements.txt', requirements_content)
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227 |
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zip_file.writestr('README.md', readme_content)
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228 |
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zip_file.writestr('config.json', json.dumps(config, indent=2))
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229 |
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230 |
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# Write zip to file
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231 |
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zip_buffer.seek(0)
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232 |
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with open(filename, 'wb') as f:
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233 |
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f.write(zip_buffer.getvalue())
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234 |
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|
235 |
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return filename
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236 |
+
|
237 |
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# Define callback functions outside the interface
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238 |
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def on_generate(name, description, system_prompt, model, api_key_var, temperature, max_tokens, examples_text):
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239 |
+
if not name or not name.strip():
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240 |
+
return gr.update(value="Error: Please provide a Space Title", visible=True), gr.update(visible=False)
|
241 |
+
|
242 |
+
if not system_prompt or not system_prompt.strip():
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243 |
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return gr.update(value="Error: Please provide a System Prompt", visible=True), gr.update(visible=False)
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244 |
+
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245 |
+
try:
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246 |
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filename = generate_zip(name, description, system_prompt, model, api_key_var, temperature, max_tokens, examples_text)
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247 |
+
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248 |
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success_msg = f"""**Deployment package ready!**
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249 |
+
|
250 |
+
**File**: `{filename}`
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251 |
+
|
252 |
+
**What's included:**
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253 |
+
- `app.py` - Ready-to-deploy chat interface
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254 |
+
- `requirements.txt` - Dependencies
|
255 |
+
- `README.md` - Step-by-step deployment guide
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256 |
+
- `config.json` - Configuration backup
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257 |
+
|
258 |
+
**Next steps:**
|
259 |
+
1. Download the zip file below
|
260 |
+
2. Follow the README instructions to deploy on HuggingFace Spaces
|
261 |
+
3. Set your `{api_key_var}` secret in Space settings
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262 |
+
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263 |
+
**Your Space will be live in minutes!**"""
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264 |
+
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265 |
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return gr.update(value=success_msg, visible=True), gr.update(value=filename, visible=True)
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266 |
+
|
267 |
+
except Exception as e:
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268 |
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return gr.update(value=f"Error: {str(e)}", visible=True), gr.update(visible=False)
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269 |
+
|
270 |
+
def respond(message, chat_history):
|
271 |
+
# Make actual API request to OpenRouter
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272 |
+
import os
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273 |
+
import requests
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274 |
+
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275 |
+
# Get API key from environment
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276 |
+
api_key = os.environ.get("OPENROUTER_API_KEY")
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277 |
+
|
278 |
+
if not api_key:
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279 |
+
response = "Please set your OPENROUTER_API_KEY in the Space settings to use the chat support."
|
280 |
+
chat_history.append({"role": "user", "content": message})
|
281 |
+
chat_history.append({"role": "assistant", "content": response})
|
282 |
+
return "", chat_history
|
283 |
+
|
284 |
+
# Build conversation history for API
|
285 |
+
messages = [{
|
286 |
+
"role": "system",
|
287 |
+
"content": """You are a helpful assistant specializing in creating chat UIs for HuggingFace Spaces. You help users configure assistants for education and research. Provide concise, practical advice about:
|
288 |
+
- System prompts for different use cases (courses, research, tutoring)
|
289 |
+
- Model selection (recommending google/gemma-2-27b-it as a great balance)
|
290 |
+
- HuggingFace Space deployment tips
|
291 |
+
- Customization options
|
292 |
+
|
293 |
+
Keep responses brief and actionable. Focus on what the user is specifically asking about."""
|
294 |
+
}]
|
295 |
+
|
296 |
+
# Add conversation history
|
297 |
+
for chat in chat_history:
|
298 |
+
messages.append(chat)
|
299 |
+
|
300 |
+
# Add current message
|
301 |
+
messages.append({"role": "user", "content": message})
|
302 |
+
|
303 |
+
try:
|
304 |
+
# Make API request to OpenRouter
|
305 |
+
response = requests.post(
|
306 |
+
url="https://openrouter.ai/api/v1/chat/completions",
|
307 |
+
headers={
|
308 |
+
"Authorization": f"Bearer {api_key}",
|
309 |
+
"Content-Type": "application/json"
|
310 |
+
},
|
311 |
+
json={
|
312 |
+
"model": "google/gemma-2-27b-it",
|
313 |
+
"messages": messages,
|
314 |
+
"temperature": 0.7,
|
315 |
+
"max_tokens": 500
|
316 |
+
}
|
317 |
+
)
|
318 |
+
|
319 |
+
if response.status_code == 200:
|
320 |
+
assistant_response = response.json()['choices'][0]['message']['content']
|
321 |
+
else:
|
322 |
+
assistant_response = f"Error: {response.status_code} - {response.text}"
|
323 |
+
|
324 |
+
except Exception as e:
|
325 |
+
assistant_response = f"Error: {str(e)}"
|
326 |
+
|
327 |
+
chat_history.append({"role": "user", "content": message})
|
328 |
+
chat_history.append({"role": "assistant", "content": assistant_response})
|
329 |
+
return "", chat_history
|
330 |
+
|
331 |
+
def clear_chat():
|
332 |
+
return "", []
|
333 |
+
|
334 |
+
# Create Gradio interface with proper tab structure
|
335 |
+
with gr.Blocks(title="Chat U/I Helper") as demo:
|
336 |
+
with gr.Tabs():
|
337 |
+
with gr.Tab("Spaces Configuration"):
|
338 |
+
gr.Markdown("# Spaces Configuration")
|
339 |
+
gr.Markdown("Convert custom assistants from HuggingChat into chat interfaces with HuggingFace Spaces. Configure and download everything needed to deploy a simple HF space using Gradio.")
|
340 |
+
|
341 |
+
with gr.Column():
|
342 |
+
name = gr.Textbox(
|
343 |
+
label="Space Title",
|
344 |
+
placeholder="My Course Helper",
|
345 |
+
value="My Custom Space"
|
346 |
+
)
|
347 |
+
|
348 |
+
description = gr.Textbox(
|
349 |
+
label="Space Description",
|
350 |
+
placeholder="A customizable AI chat interface for...",
|
351 |
+
lines=2,
|
352 |
+
value="A customizable AI chat interface for your specific needs"
|
353 |
+
)
|
354 |
+
|
355 |
+
model = gr.Dropdown(
|
356 |
+
label="Model",
|
357 |
+
choices=MODELS,
|
358 |
+
value=MODELS[0],
|
359 |
+
info="Choose based on your needs and budget"
|
360 |
+
)
|
361 |
+
|
362 |
+
api_key_var = gr.Textbox(
|
363 |
+
label="API Key Variable Name",
|
364 |
+
value="OPENROUTER_API_KEY",
|
365 |
+
info="Name for the secret in HuggingFace Space settings"
|
366 |
+
)
|
367 |
+
|
368 |
+
system_prompt = gr.Textbox(
|
369 |
+
label="System Prompt",
|
370 |
+
placeholder="You are a research assistant...",
|
371 |
+
lines=4,
|
372 |
+
value="You are a clear and concise research assistant. Provide accurate, succinct, and responsive support."
|
373 |
+
)
|
374 |
+
|
375 |
+
examples_text = gr.Textbox(
|
376 |
+
label="Example Prompts (one per line)",
|
377 |
+
placeholder="Hello! How can you help me?\nWhat's the weather like?\nExplain quantum computing",
|
378 |
+
lines=3,
|
379 |
+
info="These will appear as clickable examples in the chat interface"
|
380 |
+
)
|
381 |
+
|
382 |
+
with gr.Row():
|
383 |
+
temperature = gr.Slider(
|
384 |
+
label="Temperature",
|
385 |
+
minimum=0,
|
386 |
+
maximum=2,
|
387 |
+
value=0.7,
|
388 |
+
step=0.1,
|
389 |
+
info="Higher = more creative, Lower = more focused"
|
390 |
+
)
|
391 |
+
|
392 |
+
max_tokens = gr.Slider(
|
393 |
+
label="Max Response Tokens",
|
394 |
+
minimum=50,
|
395 |
+
maximum=4096,
|
396 |
+
value=1024,
|
397 |
+
step=50
|
398 |
+
)
|
399 |
+
|
400 |
+
generate_btn = gr.Button("Generate Deployment Package", variant="primary")
|
401 |
+
|
402 |
+
status = gr.Markdown(visible=False)
|
403 |
+
download_file = gr.File(label="Download your zip package", visible=False)
|
404 |
+
|
405 |
+
# Connect the generate button
|
406 |
+
generate_btn.click(
|
407 |
+
on_generate,
|
408 |
+
inputs=[name, description, system_prompt, model, api_key_var, temperature, max_tokens, examples_text],
|
409 |
+
outputs=[status, download_file]
|
410 |
+
)
|
411 |
+
|
412 |
+
with gr.Tab("Chat Support"):
|
413 |
+
gr.Markdown("# Chat Support")
|
414 |
+
gr.Markdown("Get personalized guidance on configuring chat UIs as HuggingFace Spaces for educational and research purposes.")
|
415 |
+
|
416 |
+
# Meta chat interface
|
417 |
+
with gr.Column():
|
418 |
+
chatbot = gr.Chatbot(
|
419 |
+
value=[],
|
420 |
+
label="Chat Support Assistant",
|
421 |
+
height=400,
|
422 |
+
type="messages"
|
423 |
+
)
|
424 |
+
msg = gr.Textbox(
|
425 |
+
label="Ask about configuring chat UIs for courses, research, or custom HuggingFace Spaces",
|
426 |
+
placeholder="How can I configure a chat UI for my senior seminar?",
|
427 |
+
lines=2
|
428 |
+
)
|
429 |
+
with gr.Row():
|
430 |
+
submit = gr.Button("Send", variant="primary")
|
431 |
+
clear = gr.Button("Clear")
|
432 |
+
|
433 |
+
gr.Examples(
|
434 |
+
examples=[
|
435 |
+
"How do I make a math tutor bot?",
|
436 |
+
"What's a good system prompt?",
|
437 |
+
"Which model should I use?",
|
438 |
+
"Can I add file uploads?",
|
439 |
+
"Help me build a course assistant"
|
440 |
+
],
|
441 |
+
inputs=msg
|
442 |
+
)
|
443 |
+
|
444 |
+
# Connect the chat functionality
|
445 |
+
submit.click(respond, [msg, chatbot], [msg, chatbot])
|
446 |
+
msg.submit(respond, [msg, chatbot], [msg, chatbot])
|
447 |
+
clear.click(clear_chat, outputs=[msg, chatbot])
|
448 |
+
|
449 |
+
if __name__ == "__main__":
|
450 |
+
demo.launch()
|
requirements.txt
ADDED
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
1 |
+
gradio==5.34.0
|
2 |
+
requests==2.31.0
|