Updates

gpt.py

@@ -0,0 +1,42 @@
+import json
+import os
+import redis
+from dotenv import load_dotenv
+from openai import OpenAI
+
+load_dotenv()
+client = OpenAI()
+
+REDIS_HOST=os.getenv('REDIS_HOST')
+redis_client = redis.StrictRedis(host=REDIS_HOST, port=6379, db=0)
+
+data = redis_client.get("last5").decode("utf-8")
+
+
+def analysis(environment_data):
+    completion = client.chat.completions.create(
+        model="gpt-4o-mini",
+        messages=[
+            {"role": "system",
+             "content": "You are an assistant that analyzes environmental data for an office working space and provides "
+                        "concise numerical insights."},
+            {
+                "role": "user",
+                "content": f"Analyze the following environmental data. The goal is maintaining optimal working "
+                           f"conditions in the office and peak working brain. Focus on any outliers or necessary adjustments. The data is as following: {environment_data}."
+                           f"The output should be only the recommendations in numerical form with postitive and negative "
+                           f"numbers and also provide small summary in a sentence or two of the current conditions and "
+                           f"easily computable in json format. Be consistent with the + and - signs and the summary"
+            }
+        ],
+        response_format={"type": "json_object"}
+
+    )
+    output = completion.choices[0].message.content
+
+    return output
+
+output = analysis(data)
+redis_client.set("gpt",json.dumps(output))
+
+print(output)