Spaces:
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Update app.py
Browse files
app.py
CHANGED
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@@ -1,62 +1,23 @@
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"""
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🔥 GOD Coding Machine - Docker Edition
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Runs Ollama locally on HuggingFace Spaces
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No rate limits! Full power!
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"""
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import gradio as gr
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import requests
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import json
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OLLAMA_URL = "http://localhost:11434"
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# Models available (pulled in entrypoint.sh)
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MODELS = {
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"Qwen2.5-Coder 7B (Best)": "qwen2.5-coder:7b",
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"Qwen2.5-Coder 3B (Fast)": "qwen2.5-coder:3b",
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}
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def check_ollama():
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"""Check if Ollama is running"""
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try:
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r = requests.get(f"{OLLAMA_URL}/api/tags", timeout=5)
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return r.status_code == 200
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except:
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return False
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def
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"""Get available models from Ollama"""
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try:
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r = requests.get(f"{OLLAMA_URL}/api/tags", timeout=5)
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if r.status_code == 200:
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models = r.json().get("models", [])
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return {m["name"]: m["name"] for m in models}
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except:
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pass
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return MODELS
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def chat_stream(message: str, history: list, model_name: str, temperature: float, max_tokens: int):
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"""Stream chat responses"""
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if not check_ollama():
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yield "⏳ Ollama
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return
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# Build messages
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messages = [
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{
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"role": "system",
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"content": """You are an expert coding assistant. You help with:
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- Writing clean, efficient, well-documented code
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- Debugging and fixing issues
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- Explaining code and programming concepts
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- Code reviews and best practices
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Always provide code in markdown code blocks with the language specified."""
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}
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]
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for user_msg, assistant_msg in history:
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messages.append({"role": "user", "content": user_msg})
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@@ -68,71 +29,39 @@ Always provide code in markdown code blocks with the language specified."""
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try:
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response = requests.post(
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f"{OLLAMA_URL}/api/chat",
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json={
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"messages": messages,
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"stream": True,
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"options": {
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"temperature": temperature,
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"num_predict": max_tokens
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}
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},
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stream=True,
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timeout=300
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)
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for line in response.iter_lines():
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if line:
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try:
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data = json.loads(line)
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if "message" in data
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yield full_response
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except:
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continue
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except Exception as e:
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yield f"
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def generate_code(prompt
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"""Generate code from description"""
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if not prompt.strip():
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return "Please describe what you want
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if not check_ollama():
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return "⏳ Ollama
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full_prompt = f"""Write {language} code for:
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{prompt}
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Requirements:
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- Clean, well-commented code
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- Follow {language} best practices
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- Include error handling
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Output ONLY the code in a markdown code block, no explanations."""
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try:
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f"{OLLAMA_URL}/api/generate",
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json={
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"model": model,
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"prompt": full_prompt,
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"stream": False,
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"options": {"temperature": 0.3, "num_predict": 2048}
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},
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timeout=300
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)
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result = response.json().get("response", "")
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# Clean up markdown
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if "```" in result:
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parts = result.split("```")
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if len(parts) >= 2:
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@@ -141,270 +70,91 @@ Output ONLY the code in a markdown code block, no explanations."""
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code = code.split("\n", 1)[-1]
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return code.strip()
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return result
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return f"Error: {
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except Exception as e:
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return f"❌ Error: {str(e)}"
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def explain_code(code: str, model_name: str):
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"""Explain code"""
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if not code.strip():
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return "Please paste code to explain."
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if not check_ollama():
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return "⏳ Ollama starting... please wait."
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model = MODELS.get(model_name, "qwen2.5-coder:7b")
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prompt = f"""Explain this code in detail:
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```
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{code}
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```
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Cover:
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1. **Purpose**: What does it do?
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2. **How it works**: Step by step
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3. **Key concepts**: Important programming concepts
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4. **Improvements**: Suggestions for better code"""
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try:
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response = requests.post(
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f"{OLLAMA_URL}/api/generate",
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json={
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"model": model,
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"prompt": prompt,
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"stream": False,
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"options": {"temperature": 0.5, "num_predict": 2048}
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},
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timeout=300
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)
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if response.status_code == 200:
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return response.json().get("response", "")
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return f"Error: {response.text}"
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except Exception as e:
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return f"
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def
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"""Fix buggy code"""
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if not code.strip():
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return "
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if not check_ollama():
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return "⏳ Ollama starting...
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model = MODELS.get(model_name, "qwen2.5-coder:7b")
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prompt = f"""Fix this buggy code:
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**Code:**
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```
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{code}
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```
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**Error:**
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{error_msg if error_msg.strip() else "Code doesn't work correctly"}
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Please:
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1. Identify the bug
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2. Explain what's wrong
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3. Provide fixed code
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4. Explain the fix"""
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try:
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f"{OLLAMA_URL}/api/generate",
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json={
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"model": model,
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"prompt": prompt,
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"stream": False,
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"options": {"temperature": 0.3, "num_predict": 2048}
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},
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timeout=300
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)
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if response.status_code == 200:
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return response.json().get("response", "")
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return f"Error: {response.text}"
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except Exception as e:
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return f"
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def
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"""Review code"""
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if not code.strip():
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return "
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if not check_ollama():
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return "⏳ Ollama starting...
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prompt = f"""Review this code:
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```
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{code}
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```
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Evaluate:
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1. **Code Quality**: Clean, readable?
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2. **Best Practices**: Follows conventions?
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3. **Bugs**: Any issues?
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4. **Performance**: Any concerns?
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5. **Security**: Any vulnerabilities?
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6. **Improvements**: Specific suggestions with examples"""
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try:
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f"{OLLAMA_URL}/api/generate",
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json={
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"model": model,
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"prompt": prompt,
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"stream": False,
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"options": {"temperature": 0.5, "num_predict": 2048}
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},
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timeout=300
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)
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if response.status_code == 200:
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return response.json().get("response", "")
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return f"Error: {response.text}"
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except Exception as e:
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return f"
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# ============== BUILD UI ==============
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with gr.Blocks(
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title="🔥 GOD Coding Machine",
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theme=gr.themes.Soft(primary_hue="purple", secondary_hue="blue"),
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) as demo:
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gr.Markdown(""
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# 🔥 FREE GOD Coding Machine
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### AI Coding Assistant - Running Locally on HuggingFace Spaces
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""")
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with gr.Row():
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model_dropdown = gr.Dropdown(
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choices=list(MODELS.keys()),
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value="Qwen2.5-Coder 7B (Best)",
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label="🤖 Model",
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scale=2
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)
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temperature = gr.Slider(
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0.0, 1.0, value=0.7, step=0.1,
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label="🌡️ Temperature", scale=1
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)
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max_tokens = gr.Slider(
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256, 4096, value=2048, step=256,
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label="📏 Max Tokens", scale=1
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)
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with gr.Tabs():
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# Chat Tab
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with gr.TabItem("💬 Chat"):
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chatbot = gr.Chatbot(height=
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with gr.Row():
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msg = gr.Textbox(
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placeholder="Ask anything about coding...",
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show_label=False, scale=9, container=False
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)
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send_btn = gr.Button("Send", variant="primary", scale=1)
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clear_btn = gr.Button("🗑️ Clear")
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gr.Examples([
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"Write a Python function to find all prime numbers up to n",
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"Explain async/await in JavaScript",
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"How do I implement a REST API in FastAPI?",
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"What's the difference between a list and tuple in Python?",
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], inputs=msg)
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# Generate Tab
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with gr.TabItem("⚡ Generate Code"):
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with gr.Row():
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)
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gen_lang = gr.Dropdown(
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["Python", "JavaScript", "TypeScript", "Rust", "Go", "Java", "C++", "C#", "Ruby", "PHP"],
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value="Python", label="💻 Language"
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)
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gen_btn = gr.Button("🚀 Generate", variant="primary", size="lg")
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with gr.Column():
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gen_output = gr.Code(label="Generated Code", language="python", lines=20)
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gr.Examples([
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["A function to merge two sorted linked lists", "Python"],
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["A debounce hook for React", "TypeScript"],
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["Binary search tree with insert and search", "Java"],
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], inputs=[gen_prompt, gen_lang])
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with gr.TabItem("🔍 Explain Code"):
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with gr.Row():
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with gr.Column():
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with gr.TabItem("🔧 Fix Code"):
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with gr.Row():
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fix_btn = gr.Button("🔧 Fix", variant="primary", size="lg")
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with gr.Column():
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fix_output = gr.Markdown(label="Solution")
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with gr.TabItem("📝 Code Review"):
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with gr.Row():
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with gr.Column():
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---
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<center>
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🔥 <b>Docker Edition</b> - Ollama running locally | <b>Models</b>: Qwen2.5-Coder 7B & 3B | <b>No rate limits!</b>
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</center>
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""")
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# Event handlers
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def respond(message, history, model, temp, max_tok):
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history = history or []
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response = chunk
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yield history + [[message, response]], ""
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msg.submit(respond, [msg, chatbot, model_dropdown, temperature, max_tokens], [chatbot, msg])
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send_btn.click(respond, [msg, chatbot, model_dropdown, temperature, max_tokens], [chatbot, msg])
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clear_btn.click(lambda: [], None, chatbot)
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demo.launch(server_name="0.0.0.0", server_port=7860)
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import gradio as gr
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import requests
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import json
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OLLAMA_URL = "http://localhost:11434"
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MODEL = "qwen2.5-coder:3b"
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def check_ollama():
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try:
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r = requests.get(f"{OLLAMA_URL}/api/tags", timeout=5)
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return r.status_code == 200
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except:
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return False
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def chat_stream(message, history, temperature):
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if not check_ollama():
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yield "⏳ Ollama starting... wait 30 seconds and try again."
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return
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messages = [{"role": "system", "content": "You are an expert coding assistant. Always use markdown code blocks."}]
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for user_msg, assistant_msg in history:
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messages.append({"role": "user", "content": user_msg})
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try:
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response = requests.post(
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f"{OLLAMA_URL}/api/chat",
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json={"model": MODEL, "messages": messages, "stream": True, "options": {"temperature": temperature}},
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stream=True, timeout=300
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)
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full = ""
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for line in response.iter_lines():
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if line:
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try:
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| 40 |
data = json.loads(line)
|
| 41 |
+
if "message" in data:
|
| 42 |
+
full += data["message"].get("content", "")
|
| 43 |
+
yield full
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| 44 |
except:
|
| 45 |
continue
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|
| 46 |
except Exception as e:
|
| 47 |
+
yield f"Error: {e}"
|
| 48 |
|
| 49 |
+
def generate_code(prompt, language):
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| 50 |
if not prompt.strip():
|
| 51 |
+
return "Please describe what you want."
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| 52 |
if not check_ollama():
|
| 53 |
+
return "⏳ Ollama starting..."
|
| 54 |
|
| 55 |
+
full_prompt = f"Write {language} code for: {prompt}\n\nOutput ONLY code in a markdown block."
|
| 56 |
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| 57 |
try:
|
| 58 |
+
r = requests.post(
|
| 59 |
f"{OLLAMA_URL}/api/generate",
|
| 60 |
+
json={"model": MODEL, "prompt": full_prompt, "stream": False, "options": {"temperature": 0.3}},
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| 61 |
timeout=300
|
| 62 |
)
|
| 63 |
+
if r.status_code == 200:
|
| 64 |
+
result = r.json().get("response", "")
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|
| 65 |
if "```" in result:
|
| 66 |
parts = result.split("```")
|
| 67 |
if len(parts) >= 2:
|
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|
| 70 |
code = code.split("\n", 1)[-1]
|
| 71 |
return code.strip()
|
| 72 |
return result
|
| 73 |
+
return f"Error: {r.text}"
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|
| 74 |
except Exception as e:
|
| 75 |
+
return f"Error: {e}"
|
| 76 |
|
| 77 |
+
def explain_code(code):
|
|
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|
| 78 |
if not code.strip():
|
| 79 |
+
return "Paste code to explain."
|
|
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|
| 80 |
if not check_ollama():
|
| 81 |
+
return "⏳ Ollama starting..."
|
|
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|
| 82 |
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|
| 83 |
try:
|
| 84 |
+
r = requests.post(
|
| 85 |
f"{OLLAMA_URL}/api/generate",
|
| 86 |
+
json={"model": MODEL, "prompt": f"Explain this code:\n```\n{code}\n```", "stream": False},
|
|
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|
|
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|
|
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|
|
|
|
| 87 |
timeout=300
|
| 88 |
)
|
| 89 |
+
return r.json().get("response", "") if r.status_code == 200 else f"Error: {r.text}"
|
|
|
|
|
|
|
|
|
|
|
|
|
| 90 |
except Exception as e:
|
| 91 |
+
return f"Error: {e}"
|
| 92 |
|
| 93 |
+
def fix_code(code, error):
|
|
|
|
|
|
|
| 94 |
if not code.strip():
|
| 95 |
+
return "Paste code to fix."
|
|
|
|
| 96 |
if not check_ollama():
|
| 97 |
+
return "⏳ Ollama starting..."
|
| 98 |
|
| 99 |
+
prompt = f"Fix this code:\n```\n{code}\n```\nError: {error or 'Not working'}"
|
| 100 |
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|
|
|
| 101 |
try:
|
| 102 |
+
r = requests.post(
|
| 103 |
f"{OLLAMA_URL}/api/generate",
|
| 104 |
+
json={"model": MODEL, "prompt": prompt, "stream": False, "options": {"temperature": 0.3}},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 105 |
timeout=300
|
| 106 |
)
|
| 107 |
+
return r.json().get("response", "") if r.status_code == 200 else f"Error: {r.text}"
|
|
|
|
|
|
|
|
|
|
|
|
|
| 108 |
except Exception as e:
|
| 109 |
+
return f"Error: {e}"
|
|
|
|
|
|
|
|
|
|
| 110 |
|
| 111 |
+
with gr.Blocks(title="GOD Coding Machine", theme=gr.themes.Soft(primary_hue="purple")) as demo:
|
|
|
|
|
|
|
|
|
|
| 112 |
|
| 113 |
+
gr.Markdown("# 🔥 GOD Coding Machine\n**Docker Edition** • Qwen2.5-Coder running locally • No rate limits!")
|
|
|
|
|
|
|
| 114 |
|
| 115 |
+
temperature = gr.Slider(0, 1, value=0.7, step=0.1, label="Temperature")
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 116 |
|
| 117 |
with gr.Tabs():
|
|
|
|
|
|
|
| 118 |
with gr.TabItem("💬 Chat"):
|
| 119 |
+
chatbot = gr.Chatbot(height=400)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 120 |
with gr.Row():
|
| 121 |
+
msg = gr.Textbox(placeholder="Ask about coding...", show_label=False, scale=9)
|
| 122 |
+
send = gr.Button("Send", variant="primary", scale=1)
|
| 123 |
+
clear = gr.Button("Clear")
|
| 124 |
+
gr.Examples(["Write a Python quicksort function", "Explain async/await in JavaScript"], inputs=msg)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 125 |
|
| 126 |
+
with gr.TabItem("⚡ Generate"):
|
|
|
|
| 127 |
with gr.Row():
|
| 128 |
with gr.Column():
|
| 129 |
+
gen_prompt = gr.Textbox(label="Describe what you want", lines=3)
|
| 130 |
+
gen_lang = gr.Dropdown(["Python", "JavaScript", "TypeScript", "Go", "Rust", "Java", "C++"], value="Python", label="Language")
|
| 131 |
+
gen_btn = gr.Button("Generate", variant="primary")
|
| 132 |
+
gen_output = gr.Code(label="Code", language="python", lines=15)
|
| 133 |
|
| 134 |
+
with gr.TabItem("🔍 Explain"):
|
|
|
|
| 135 |
with gr.Row():
|
| 136 |
+
explain_input = gr.Code(label="Paste code", lines=10)
|
| 137 |
+
explain_output = gr.Markdown()
|
| 138 |
+
explain_btn = gr.Button("Explain", variant="primary")
|
|
|
|
|
|
|
|
|
|
| 139 |
|
| 140 |
+
with gr.TabItem("🔧 Fix"):
|
|
|
|
| 141 |
with gr.Row():
|
| 142 |
with gr.Column():
|
| 143 |
+
fix_input = gr.Code(label="Buggy code", lines=10)
|
| 144 |
+
fix_error = gr.Textbox(label="Error message", lines=2)
|
| 145 |
+
fix_btn = gr.Button("Fix", variant="primary")
|
| 146 |
+
fix_output = gr.Markdown()
|
| 147 |
|
| 148 |
+
def respond(message, history, temp):
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 149 |
history = history or []
|
| 150 |
+
for chunk in chat_stream(message, history, temp):
|
| 151 |
+
yield history + [[message, chunk]], ""
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 152 |
|
| 153 |
+
msg.submit(respond, [msg, chatbot, temperature], [chatbot, msg])
|
| 154 |
+
send.click(respond, [msg, chatbot, temperature], [chatbot, msg])
|
| 155 |
+
clear.click(lambda: [], None, chatbot)
|
| 156 |
+
gen_btn.click(generate_code, [gen_prompt, gen_lang], gen_output)
|
| 157 |
+
explain_btn.click(explain_code, explain_input, explain_output)
|
| 158 |
+
fix_btn.click(fix_code, [fix_input, fix_error], fix_output)
|
| 159 |
|
| 160 |
+
demo.launch(server_name="0.0.0.0", server_port=7860)
|
|
|