Create gppt_s.py

gppt_s.py

@@ -0,0 +1,38 @@
+import openai
+import os
+
+openai.api_key = "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"
+
+class GPT:
+    # A class for interacting with the GPT-3.5 model for topic extraction and representation.
+    def __init__(self, config):
+        """
+        Initializes the GPT instance with the provided configuration.
+        Parameters:
+        - config (dict): Configuration settings for the GPT instance.
+        """
+        self.config = config
+
+    def extract_insights(self, sentence):
+        """
+        Extracts a topic from the given sentence using GPT-3.5.
+        Parameters:
+        - sentence (str): The input sentence from which the topic is to be extracted.
+        Returns:
+        str: The GPT-3.5 generated representation of the topic.
+        """
+        messages = [
+            {
+                "role": "system",
+                "content": "You are a summarizer, you give a comprehensive summary of a transcription you will be provided with. Give back the summary in the same langugae of the text you recieve."
+            },
+        ]
+        messages.append({"role": "user", "content": "{}".format(sentence)})
+        chat = openai.ChatCompletion.create(
+            model="gpt-4-1106",
+            temperature=0.1,
+            max_tokens=4096,
+            messages=messages
+        )
+        reply = chat.choices[0].message.content
+        return reply