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Upload app.py with huggingface_hub

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  1. app.py +18 -89
app.py CHANGED
@@ -1,107 +1,36 @@
1
- from fastapi import FastAPI, HTTPException
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- from fastapi.middleware.cors import CORSMiddleware
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- from pydantic import BaseModel
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  from datetime import datetime
5
 
6
- app = FastAPI(title="AI Model Runner - Simple", version="1.0.0")
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-
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- # Enable CORS
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- app.add_middleware(
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- CORSMiddleware,
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- allow_origins=["*"],
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- allow_credentials=True,
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- allow_methods=["*"],
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- allow_headers=["*"],
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- )
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-
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- class AgenticRequest(BaseModel):
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- task: str
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- context: str = ""
20
 
21
  @app.get("/")
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  async def root():
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  return {
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- "message": "AI Model Runner - Simple",
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- "version": "1.0.0",
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  "status": "running",
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- "endpoints": ["/", "/health", "/models", "/agentic"]
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  }
29
 
30
  @app.get("/health")
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- async def health_check():
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- return {"status": "healthy", "timestamp": datetime.now().isoformat()}
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- @app.get("/models")
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- async def get_models():
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  return {
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- "models": [
 
 
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  {
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- "name": "agentic-model",
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- "status": "loaded",
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- "description": "Agentic model with exceptional tool use and Interleaved Thinking"
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- }
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- ]
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- }
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-
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- @app.post("/agentic")
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- async def agentic_endpoint(request: AgenticRequest):
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- # Simulate Interleaved Thinking process
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- task_lower = request.task.lower()
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- reasoning_details = ""
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- tool_calls = []
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- content = ""
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-
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- if "search" in task_lower or "find" in task_lower:
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- reasoning_details = "I need to search for information to complete this task. Let me use the search_web tool."
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- tool_calls = [{
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- "id": f"call_{datetime.now().strftime('%Y%m%d_%H%M%S')}",
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- "function": {
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- "name": "search_web",
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- "arguments": f'{{"query": "{request.task}"}}'
61
  }
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- }]
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- content = f"I've analyzed your task: '{request.task}'. I'm searching for relevant information."
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- elif "code" in task_lower:
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- reasoning_details = "This task requires code analysis. I need to analyze the code structure."
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- tool_calls = [{
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- "id": f"call_{datetime.now().strftime('%Y%m%d_%H%M%S')}",
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- "function": {
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- "name": "analyze_code",
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- "arguments": f'{{"code": "{request.context}", "task": "comprehensive_analysis"}}'
71
- }
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- }]
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- content = f"Analyzing your code-related task: '{request.task}'."
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- elif "weather" in task_lower:
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- location = request.context or "current location"
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- reasoning_details = "This task requires weather information. I need to get current weather data."
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- tool_calls = [{
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- "id": f"call_{datetime.now().strftime('%Y%m%d_%H%M%S')}",
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- "function": {
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- "name": "get_weather",
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- "arguments": f'{{"location": "{location}"}}'
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- }
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- }]
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- content = f"Getting weather information for: '{request.task}'."
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- elif any(char.isdigit() for char in task_lower) and ("+" in task_lower or "-" in task_lower or "*" in task_lower):
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- reasoning_details = "This is a mathematical computation task. I need to evaluate the expression."
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- tool_calls = [{
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- "id": f"call_{datetime.now().strftime('%Y%m%d_%H%M%S')}",
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- "function": {
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- "name": "math_calc",
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- "arguments": f'{{"expression": "{request.task}"}}'
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- }
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- }]
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- content = f"Processing mathematical task: '{request.task}'."
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- else:
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- reasoning_details = "This is a complex reasoning task requiring systematic analysis."
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- content = f"Working on your task: '{request.task}'. Applying systematic reasoning."
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-
99
- return {
100
- "reasoning_details": reasoning_details,
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- "content": content,
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- "tool_calls": tool_calls,
103
  "status": "success",
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- "thinking_process": "Interleaved thinking enabled - reasoning performed between tool interactions"
105
  }
106
 
107
  if __name__ == "__main__":
 
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+ from fastapi import FastAPI
 
 
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  from datetime import datetime
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+ app = FastAPI(title="AI Agent", version="1.0.0")
 
 
 
 
 
 
 
 
 
 
 
 
 
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  @app.get("/")
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  async def root():
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  return {
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+ "message": "AI Agent Space",
 
10
  "status": "running",
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+ "timestamp": datetime.now().isoformat()
12
  }
13
 
14
  @app.get("/health")
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+ async def health():
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+ return {"status": "healthy"}
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+ @app.get("/agentic")
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+ async def agentic_test():
20
  return {
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+ "reasoning_details": "I am analyzing the task and determining the best approach.",
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+ "content": "Agentic model is ready for tool use and interleaved thinking.",
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+ "tool_calls": [
24
  {
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+ "id": "test_call_001",
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+ "function": {
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+ "name": "search_web",
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+ "arguments": '{"query": "test search"}'
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+ }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
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+ ],
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  "status": "success",
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+ "thinking_process": "Interleaved thinking enabled"
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  }
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36
  if __name__ == "__main__":