Update to use Inverence API with Qwen

app.py

@@ -1,7 +1,17 @@
-from transformers import pipeline
+import os
+from huggingface_hub import InferenceClient
 
 def analyze_project(project_data, question):
-  nlp = pipeline("text-generation", model="gpt2")
-  prompt = f"Analyze this project: {project_data}\n\nQuestion: {question}"
-  output = nlp(prompt, max_length=50, num_return_sequences=1)
-  return output[0]['generated_text']
+    api_key = os.getenv("HF_API_KEY")
+    client = InferenceClient(api_key=api_key)
+
+    prompt = f"Analyze this project: {project_data}\n\nQuestion: {question}"
+    inputs = client.encoding("text", prompt)
+
+    outputs = client.generate(
+        model="Qwen/Qwen2.5-72B-Instruct",
+        inputs=inputs,
+        max_new_tokens=100
+    )
+
+    return outputs["generated_text"][0]