Upload app.py with huggingface_hub
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app.py
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@@ -2,204 +2,122 @@ import gradio as gr
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import subprocess
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import os
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import json
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import tempfile
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from datetime import datetime
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# ============================================
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# TOOL DEFINITIONS
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# ============================================
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def tool_bash(command: str) -> str:
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"""Execute bash command and return output"""
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try:
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result = subprocess.run(
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shell=True,
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capture_output=True,
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text=True,
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timeout=30
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)
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output = result.stdout if result.stdout else result.stderr
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return output[:5000] if output else "Command executed (no output)"
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except subprocess.TimeoutExpired:
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return "Error: Command timed out"
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except Exception as e:
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return f"Error: {str(e)}"
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def tool_write_file(path: str, content: str) -> str:
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"""Write content to a file"""
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try:
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with open(path, 'w', encoding='utf-8') as f:
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f.write(content)
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return f"
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except Exception as e:
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return f"Error: {str(e)}"
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def tool_read_file(path: str) -> str:
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"""Read content from a file"""
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try:
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with open(path, 'r'
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return content[:10000] if len(content) > 10000 else content
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except Exception as e:
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return f"Error: {str(e)}"
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def tool_list_files(directory: str = ".") -> str:
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"""List files in a directory"""
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try:
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return "\n".join(files[:100])
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except Exception as e:
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return f"Error: {str(e)}"
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def tool_delete_file(path: str) -> str:
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"""Delete a file"""
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try:
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os.remove(path)
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return f"File deleted: {path}"
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except Exception as e:
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return f"Error: {str(e)}"
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# Tool registry
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TOOLS = {
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"bash": tool_bash,
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"write_file": tool_write_file,
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"read_file": tool_read_file,
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"list_files": tool_list_files,
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"delete_file": tool_delete_file,
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}
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# ============================================
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# AI
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# ============================================
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from huggingface_hub import InferenceClient
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# Free inference client
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client = InferenceClient(model="Qwen/Qwen2.5-72B-Instruct")
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You can use these tools by responding with JSON:
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- bash: Run shell commands
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- write_file: Create files (path, content)
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- read_file: Read files (path)
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- list_files: List directory (directory)
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- delete_file: Remove files (path)
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def
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""
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import re
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match = re.search(r'TOOL:\s*(\{.*?\})', text, re.DOTALL)
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if match:
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try:
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return json.loads(match.group(1))
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except:
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return None
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return None
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def agent_chat(message, history):
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"""Main chat function"""
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# Build messages list for the model
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messages = [{"role": "system", "content": SYSTEM_PROMPT}]
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messages.append({"role": "user", "content": user_msg})
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if assistant_msg:
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messages.append({"role": "assistant", "content": assistant_msg})
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messages.append({"role": "user", "content": message})
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try:
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messages=messages,
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max_tokens=1024,
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temperature=0.7
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)
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assistant_message = response.choices[0].message.content
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# Check for tool calls and execute
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tool_call = parse_tool_call(assistant_message)
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max_iterations = 5
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result =
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result =
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#
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messages.append({"role": "assistant", "content":
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messages.append({"role": "user", "content": f"Tool result:\n{result}"})
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temperature=0.7
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)
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assistant_message = response.choices[0].message.content
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tool_call = parse_tool_call(assistant_message)
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else:
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break
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max_iterations -= 1
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return
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except Exception as e:
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return f"Error: {str(e)}
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# ============================================
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#
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# ============================================
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with gr.Blocks(title="AI7
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gr.Markdown(""
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# AI7 - AI Agent with Tools
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An AI agent that can execute commands, read/write files, and help with tasks.
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**Tools:** bash, write_file, read_file, list_files, delete_file
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**Examples:**
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- "Create a hello.py file"
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- "List files in current directory"
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- "What is 2+2?"
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""")
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chatbot = gr.Chatbot(height=500)
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with gr.Row():
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show_label=False,
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scale=9
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)
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submit = gr.Button("Send", scale=1, variant="primary")
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clear = gr.Button("Clear Chat")
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bot_message = agent_chat(message, chat_history)
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chat_history.append((message, bot_message))
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return "", chat_history
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clear.click(lambda: [], None, chatbot, queue=False)
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if __name__ == "__main__":
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demo.launch(server_name="0.0.0.0", server_port=7860)
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import subprocess
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import os
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import json
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# ============================================
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# TOOL DEFINITIONS
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# ============================================
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def tool_bash(command: str) -> str:
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try:
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result = subprocess.run(command, shell=True, capture_output=True, text=True, timeout=30)
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return result.stdout[:3000] if result.stdout else result.stderr[:3000] or "Done"
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except Exception as e:
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return f"Error: {str(e)}"
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def tool_write_file(path: str, content: str) -> str:
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try:
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with open(path, 'w') as f:
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f.write(content)
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return f"Written to {path}"
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except Exception as e:
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return f"Error: {str(e)}"
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def tool_read_file(path: str) -> str:
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try:
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with open(path, 'r') as f:
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return f.read()[:5000]
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except Exception as e:
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return f"Error: {str(e)}"
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def tool_list_files(directory: str = ".") -> str:
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try:
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return "\n".join(os.listdir(directory)[:50])
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except Exception as e:
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return f"Error: {str(e)}"
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TOOLS = {
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"bash": tool_bash,
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"write_file": tool_write_file,
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"read_file": tool_read_file,
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"list_files": tool_list_files,
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}
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# ============================================
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# AI LOGIC
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# ============================================
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from huggingface_hub import InferenceClient
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client = InferenceClient(model="Qwen/Qwen2.5-72B-Instruct")
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SYSTEM = """You are AI7, a helpful AI assistant.
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Tools available (use JSON format to call):
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- bash: {"tool": "bash", "command": "ls"}
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- write_file: {"tool": "write_file", "path": "file.txt", "content": "text"}
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- read_file: {"tool": "read_file", "path": "file.txt"}
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- list_files: {"tool": "list_files", "dir": "."}
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When you need to use a tool, respond with ONLY the JSON, nothing else.
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Otherwise, respond normally to help the user."""
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def chat(message, history):
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messages = [{"role": "system", "content": SYSTEM}]
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for user, bot in history:
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messages.append({"role": "user", "content": user})
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messages.append({"role": "assistant", "content": bot})
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messages.append({"role": "user", "content": message})
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try:
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response = client.chat_completion(messages=messages, max_tokens=1024)
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reply = response.choices[0].message.content
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# Check for tool call
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try:
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tool_data = json.loads(reply.strip())
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if "tool" in tool_data:
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tool_name = tool_data["tool"]
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if tool_name == "bash":
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result = tool_bash(tool_data.get("command", ""))
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elif tool_name == "write_file":
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result = tool_write_file(tool_data.get("path", ""), tool_data.get("content", ""))
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elif tool_name == "read_file":
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result = tool_read_file(tool_data.get("path", ""))
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elif tool_name == "list_files":
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result = tool_list_files(tool_data.get("dir", "."))
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else:
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result = "Unknown tool"
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# Get final response with tool result
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messages.append({"role": "assistant", "content": reply})
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messages.append({"role": "user", "content": f"Tool result:\n{result}"})
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response = client.chat_completion(messages=messages, max_tokens=1024)
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return response.choices[0].message.content
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except:
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pass
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return reply
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except Exception as e:
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return f"Error: {str(e)}"
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# ============================================
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# INTERFACE
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# ============================================
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with gr.Blocks(title="AI7") as demo:
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gr.Markdown("# AI7 - AI Agent\n\nAsk me anything. I can run commands and manage files.")
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with gr.Row():
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inp = gr.Textbox(label="Message", scale=4)
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btn = gr.Button("Send", variant="primary")
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out = gr.Textbox(label="Response", lines=10)
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btn.click(chat, [inp, gr.State([])], out)
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inp.submit(chat, [inp, gr.State([])], out)
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if __name__ == "__main__":
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demo.launch(server_name="0.0.0.0", server_port=7860)
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