Update frontend_agent/ui_generator.py

frontend_agent/ui_generator.py

@@ -1 +1,21 @@
-#ui generator
+# frontend_agent/ui_generator.py
+from transformers import AutoModelForCausalLM, AutoTokenizer
+import torch
+
+MODEL_NAME = "facebook/opt-125m"
+tokenizer = AutoTokenizer.from_pretrained(MODEL_NAME)
+model = AutoModelForCausalLM.from_pretrained(MODEL_NAME)
+
+def generate_react_component_llm(task_name):
+    """
+    Uses LLM to generate React component code for a frontend task
+    """
+    prompt = f"Generate a React functional component for this frontend task:\nTask: {task_name}\nComponent:"
+    inputs = tokenizer(prompt, return_tensors="pt")
+    outputs = model.generate(**inputs, max_new_tokens=200)
+    code = tokenizer.decode(outputs[0], skip_special_tokens=True)
+    
+    # Remove prompt from output
+    if "Component:" in code:
+        code = code.split("Component:")[-1].strip()
+    return code