From e6896d84ff70ace17d90b10bbe263bafc4585906 Mon Sep 17 00:00:00 2001
From: Dana Engebretson <dana.engebretson@gmail.com>
Date: Fri, 17 Mar 2023 01:01:13 -0700
Subject: [PATCH] working code to make requests to openai gpt-3.5-turbo api

---
 .gitignore                                    |  3 ++
 Dockerfile                                    | 10 ++++++
 chatgpt.py                                    | 36 +++++++++++++++++++
 docker-compose.yml                            | 11 ++++++
 .../More_SOTA_Deep_Learning_Models.ipynb      |  0
 NLP_intro.ipynb => notebooks/NLP_intro.ipynb  |  0
 .../Poetry_w_BERT.ipynb                       |  0
 ..._distilbert_glue_text_classification.ipynb |  0
 .../fine_tuning_bert.ipynb                    |  0
 .../hugging_face_poetry_datasets.ipynb        |  0
 10 files changed, 60 insertions(+)
 create mode 100644 .gitignore
 create mode 100644 Dockerfile
 create mode 100644 chatgpt.py
 create mode 100644 docker-compose.yml
 rename More_SOTA_Deep_Learning_Models.ipynb => notebooks/More_SOTA_Deep_Learning_Models.ipynb (100%)
 rename NLP_intro.ipynb => notebooks/NLP_intro.ipynb (100%)
 rename Poetry_w_BERT.ipynb => notebooks/Poetry_w_BERT.ipynb (100%)
 rename fine_tune_distilbert_glue_text_classification.ipynb => notebooks/fine_tune_distilbert_glue_text_classification.ipynb (100%)
 rename fine_tuning_bert.ipynb => notebooks/fine_tuning_bert.ipynb (100%)
 rename hugging_face_poetry_datasets.ipynb => notebooks/hugging_face_poetry_datasets.ipynb (100%)

diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..053c276
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,3 @@
+openai.env
+*.json
+*.csv
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..104c3ae
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,10 @@
+FROM python:3.8-slim-buster
+
+RUN pip install openai
+
+COPY . /mnt/nlp/
+
+WORKDIR /mnt/nlp/
+
+# CMD python hello.py
+# CMD python chatgpt.py
\ No newline at end of file
diff --git a/chatgpt.py b/chatgpt.py
new file mode 100644
index 0000000..265c3bb
--- /dev/null
+++ 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)
\ No newline at end of file
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..7bd1903
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,11 @@
+version: '3.8'
+services:
+  openai:
+    build:
+      context: .
+    env_file:
+      - openai.env
+    image: openai
+    volumes:
+      - ./:/mnt/nlp
+    command: tail -F anything
\ No newline at end of file
diff --git a/More_SOTA_Deep_Learning_Models.ipynb b/notebooks/More_SOTA_Deep_Learning_Models.ipynb
similarity index 100%
rename from More_SOTA_Deep_Learning_Models.ipynb
rename to notebooks/More_SOTA_Deep_Learning_Models.ipynb
diff --git a/NLP_intro.ipynb b/notebooks/NLP_intro.ipynb
similarity index 100%
rename from NLP_intro.ipynb
rename to notebooks/NLP_intro.ipynb
diff --git a/Poetry_w_BERT.ipynb b/notebooks/Poetry_w_BERT.ipynb
similarity index 100%
rename from Poetry_w_BERT.ipynb
rename to notebooks/Poetry_w_BERT.ipynb
diff --git a/fine_tune_distilbert_glue_text_classification.ipynb b/notebooks/fine_tune_distilbert_glue_text_classification.ipynb
similarity index 100%
rename from fine_tune_distilbert_glue_text_classification.ipynb
rename to notebooks/fine_tune_distilbert_glue_text_classification.ipynb
diff --git a/fine_tuning_bert.ipynb b/notebooks/fine_tuning_bert.ipynb
similarity index 100%
rename from fine_tuning_bert.ipynb
rename to notebooks/fine_tuning_bert.ipynb
diff --git a/hugging_face_poetry_datasets.ipynb b/notebooks/hugging_face_poetry_datasets.ipynb
similarity index 100%
rename from hugging_face_poetry_datasets.ipynb
rename to notebooks/hugging_face_poetry_datasets.ipynb