Removed unused files, updated templates, added gpt service and small fixes on Django

services/gpt_service/gpt_service.py

@@ -0,0 +1,42 @@
+import openai
+
+from config import API_KEY, MODEL_NAME, PROVIDER_NAME, HOST_URL, LOG_LEVEL
+import logging
+
+class GPTService:
+    def __init__(self):
+        self.api_key = API_KEY
+        self.model_name = MODEL_NAME
+        self.provider_name = PROVIDER_NAME
+        self.host_url = HOST_URL
+
+        logging.basicConfig(level=getattr(logging, LOG_LEVEL.upper(), logging.INFO))
+        self.logger = logging.getLogger(__name__)
+
+        if self.provider_name == "openai":
+            openai.api_key = self.api_key
+            if self.host_url:
+                openai.api_base = self.host_url
+            self.logger.info(f"Initialized OpenAI GPTService with model {self.model_name}")
+        else:
+            self.logger.error(f"Unsupported provider: {self.provider_name}")
+            raise ValueError(f"Unsupported provider: {self.provider_name}")
+
+    def analyze_metrics(self, metrics: dict) -> str:
+        """Analyze given metrics using GPT model and return insights."""
+        prompt = f"Analyze the following metrics and provide insights:\n{metrics}"
+        try:
+            response = openai.Completion.create(
+                engine=self.model_name,
+                prompt=prompt,
+                max_tokens=150,
+                n=1,
+                stop=None,
+                temperature=0.7,
+            )
+            insights = response.choices[0].text.strip()
+            self.logger.info("Successfully obtained insights from GPT model")
+            return insights
+        except Exception as e:
+            self.logger.error(f"Error during GPT analysis: {e}")
+            raise