working code to make requests to openai gpt-3.5-turbo api

sciprog-sfu · Mar 17, 2023 · e6896d8 · e6896d8
1 parent cc0aa12
commit e6896d8
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diff --git a/.gitignore b/.gitignore
@@ -0,0 +1,3 @@
+openai.env
+*.json
+*.csv
diff --git a/Dockerfile b/Dockerfile
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+FROM python:3.8-slim-buster
+
+RUN pip install openai
+
+COPY . /mnt/nlp/
+
+WORKDIR /mnt/nlp/
+
+# CMD python hello.py
+# CMD python chatgpt.py
diff --git a/chatgpt.py b/chatgpt.py
@@ -0,0 +1,36 @@
+import os
+import json
+
+import requests
+
+import openai
+
+openai.organization = "org-pyHC73IrTntMeKFF1ogHPSb4"
+openai.api_key = os.getenv("OPENAI_API_KEY")
+openai.Model.list()
+
+
+URL = "https://api.openai.com/v1/chat/completions"
+
+payload = {
+"model": "gpt-3.5-turbo",
+"messages": [{"role": "user", "content": f"Write 10 haikus about cats"}],
+"temperature" : 1.0,
+"top_p":1.0,
+"n" : 1,
+"stream": False,
+"presence_penalty":0,
+"frequency_penalty":0,
+}
+
+headers = {
+"Content-Type": "application/json",
+"Authorization": f"Bearer {openai.api_key}"
+}
+
+response = requests.post(URL, headers=headers, json=payload, stream=False)
+
+print(response.content)
+
+with open("haikus_10.json", "w+") as f:
+    json.dump(response.json(), f)
diff --git a/docker-compose.yml b/docker-compose.yml
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+version: '3.8'
+services:
+  openai:
+    build:
+      context: .
+    env_file:
+      - openai.env
+    image: openai
+    volumes:
+      - ./:/mnt/nlp
+    command: tail -F anything
diff --git a/More_SOTA_Deep_Learning_Models.ipynb → ...ooks/More_SOTA_Deep_Learning_Models.ipynb b/More_SOTA_Deep_Learning_Models.ipynb → ...ooks/More_SOTA_Deep_Learning_Models.ipynb
diff --git a/NLP_intro.ipynb → notebooks/NLP_intro.ipynb b/NLP_intro.ipynb → notebooks/NLP_intro.ipynb
diff --git a/Poetry_w_BERT.ipynb → notebooks/Poetry_w_BERT.ipynb b/Poetry_w_BERT.ipynb → notebooks/Poetry_w_BERT.ipynb
diff --git a/...distilbert_glue_text_classification.ipynb → ...distilbert_glue_text_classification.ipynb b/...distilbert_glue_text_classification.ipynb → ...distilbert_glue_text_classification.ipynb
diff --git a/fine_tuning_bert.ipynb → notebooks/fine_tuning_bert.ipynb b/fine_tuning_bert.ipynb → notebooks/fine_tuning_bert.ipynb
diff --git a/hugging_face_poetry_datasets.ipynb → notebooks/hugging_face_poetry_datasets.ipynb b/hugging_face_poetry_datasets.ipynb → notebooks/hugging_face_poetry_datasets.ipynb