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OPENAI: upgrade to openai api v1.0.0 #12

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OPENAI: upgrade to openai api v1.0.0 #12

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23 changes: 12 additions & 11 deletions lm-hackers.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -424,7 +424,8 @@
"metadata": {},
"outputs": [],
"source": [
"from openai import ChatCompletion,Completion"
"from openai import OpenAI # New OpenAI api\n",
"client = OpenAI() # Uses default api key"
]
},
{
Expand All @@ -436,7 +437,7 @@
"source": [
"aussie_sys = \"You are an Aussie LLM that uses Aussie slang and analogies whenever possible.\"\n",
"\n",
"c = ChatCompletion.create(\n",
"c = client.chat.completions.create(\n",
" model=\"gpt-3.5-turbo\",\n",
" messages=[{\"role\": \"system\", \"content\": aussie_sys},\n",
" {\"role\": \"user\", \"content\": \"What is money?\"}])"
Expand Down Expand Up @@ -468,7 +469,7 @@
}
],
"source": [
"c['choices'][0]['message']['content']"
"c.choices[0].message.content"
]
},
{
Expand All @@ -478,7 +479,7 @@
"metadata": {},
"outputs": [],
"source": [
"from fastcore.utils import nested_idx"
"#from fastcore.utils import nested_idx"
]
},
{
Expand All @@ -488,7 +489,7 @@
"metadata": {},
"outputs": [],
"source": [
"def response(compl): print(nested_idx(compl, 'choices', 0, 'message', 'content'))"
"def response(compl): print(c.choices[0].message.content)"
]
},
{
Expand Down Expand Up @@ -580,7 +581,7 @@
"metadata": {},
"outputs": [],
"source": [
"c = ChatCompletion.create(\n",
"c = client.chat.completions.create( \n",
" model=\"gpt-3.5-turbo\",\n",
" messages=[{\"role\": \"system\", \"content\": aussie_sys},\n",
" {\"role\": \"user\", \"content\": \"What is money?\"},\n",
Expand Down Expand Up @@ -617,7 +618,7 @@
" msgs = []\n",
" if system: msgs.append({\"role\": \"system\", \"content\": system})\n",
" msgs.append({\"role\": \"user\", \"content\": user})\n",
" return ChatCompletion.create(model=model, messages=msgs, **kwargs)"
" return client.chat.completions.create(model=model, messages=msgs, **kwargs)"
]
},
{
Expand Down Expand Up @@ -657,7 +658,7 @@
"source": [
"def call_api(prompt, model=\"gpt-3.5-turbo\"):\n",
" msgs = [{\"role\": \"user\", \"content\": prompt}]\n",
" try: return ChatCompletion.create(model=model, messages=msgs)\n",
" try: return client.chat.completions.create(model=model, messages=msgs)\n",
" except openai.error.RateLimitError as e:\n",
" retry_after = int(e.headers.get(\"retry-after\", 60))\n",
" print(f\"Rate limit exceeded, waiting for {retry_after} seconds...\")\n",
Expand Down Expand Up @@ -713,8 +714,8 @@
"metadata": {},
"outputs": [],
"source": [
"c = Completion.create(prompt=\"Australian Jeremy Howard is \",\n",
" model=\"gpt-3.5-turbo-instruct\", echo=True, logprobs=5)"
"c = client.completions.create(prompt=\"Australian Jeremy Howard is \",\n",
" model=\"gpt-3.5-turbo-instruct\", echo=False, logprobs=5)"
]
},
{
Expand Down Expand Up @@ -1015,7 +1016,7 @@
"metadata": {},
"outputs": [],
"source": [
"c = ChatCompletion.create(\n",
"c = client.chat.completions.create(\n",
" model=\"gpt-3.5-turbo\",\n",
" functions=[schema(python)],\n",
" messages=[{\"role\": \"user\", \"content\": \"What is 12 factorial?\"},\n",
Expand Down