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merged 5 commits into from
Aug 23, 2023
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Python: Update examples and notebooks to stop using text-davinci-003 #2359

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69637f9
Update examples and notebooks to stop using text-davinci-003
karthikmurali60 Aug 10, 2023
199c316
Merge branch 'main' into remove-davinci-model
lemillermicrosoft Aug 18, 2023
ae7a140
Merge branch 'main' into remove-davinci-model
glahaye Aug 21, 2023
e46ddbb
Merge branch 'main' into remove-davinci-model
lemillermicrosoft Aug 22, 2023
77112b7
Merge branch 'main' into remove-davinci-model
lemillermicrosoft Aug 23, 2023
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2 changes: 1 addition & 1 deletion python/README.md
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Expand Up @@ -32,7 +32,7 @@ kernel = sk.Kernel()

# Prepare OpenAI service using credentials stored in the `.env` file
api_key, org_id = sk.openai_settings_from_dot_env()
kernel.add_text_completion_service("dv", OpenAITextCompletion("text-davinci-003", api_key, org_id))
kernel.add_chat_service("chat-gpt", OpenAIChatCompletion("gpt-3.5-turbo", api_key, org_id))

# Alternative using Azure:
# deployment, api_key, endpoint = sk.azure_openai_settings_from_dot_env()
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12 changes: 6 additions & 6 deletions python/notebooks/00-getting-started.ipynb
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Expand Up @@ -44,7 +44,7 @@
"OPENAI_ORG_ID=\"\"\n",
"```\n",
"\n",
"and add OpenAI Text Completion to the kernel:"
"and add OpenAI Chat Completion to the kernel:"
]
},
{
Expand All @@ -53,11 +53,11 @@
"metadata": {},
"outputs": [],
"source": [
"from semantic_kernel.connectors.ai.open_ai import OpenAITextCompletion\n",
"from semantic_kernel.connectors.ai.open_ai import OpenAIChatCompletion\n",
"\n",
"api_key, org_id = sk.openai_settings_from_dot_env()\n",
"\n",
"kernel.add_text_completion_service(\"dv\", OpenAITextCompletion(\"text-davinci-003\", api_key, org_id))"
"kernel.add_chat_service(\"chat-gpt\", OpenAIChatCompletion(\"gpt-3.5-turbo\", api_key, org_id))"
]
},
{
Expand All @@ -75,7 +75,7 @@
"AZURE_OPENAI_DEPLOYMENT_NAME=\"...\"\n",
"```\n",
"\n",
"and add Azure OpenAI Text Completion to the kernel:"
"and add Azure OpenAI Chat Completion to the kernel:"
]
},
{
Expand All @@ -84,11 +84,11 @@
"metadata": {},
"outputs": [],
"source": [
"from semantic_kernel.connectors.ai.open_ai import AzureTextCompletion\n",
"from semantic_kernel.connectors.ai.open_ai import AzureChatCompletion\n",
"\n",
"deployment, api_key, endpoint = sk.azure_openai_settings_from_dot_env()\n",
"\n",
"kernel.add_text_completion_service(\"dv\", AzureTextCompletion(deployment, endpoint, api_key))"
"kernel.add_chat_service(\"chat_completion\", AzureChatCompletion(\"gpt-35-turbo\", endpoint, api_key))\n"
]
},
{
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14 changes: 7 additions & 7 deletions python/notebooks/01-basic-loading-the-kernel.ipynb
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Expand Up @@ -35,7 +35,7 @@
"outputs": [],
"source": [
"import semantic_kernel as sk\n",
"from semantic_kernel.connectors.ai.open_ai import AzureTextCompletion, OpenAITextCompletion"
"from semantic_kernel.connectors.ai.open_ai import AzureChatCompletion, OpenAIChatCompletion"
]
},
{
Expand Down Expand Up @@ -87,19 +87,19 @@
"source": [
"kernel = sk.Kernel()\n",
"\n",
"kernel.add_text_completion_service( # We are adding a text service\n",
"kernel.add_chat_service( # We are adding a text service\n",
" \"Azure_curie\", # The alias we can use in prompt templates' config.json\n",
" AzureTextCompletion(\n",
" AzureChatCompletion(\n",
" \"my-finetuned-Curie\", # Azure OpenAI *Deployment name*\n",
" \"https://contoso.openai.azure.com/\", # Azure OpenAI *Endpoint*\n",
" \"...your Azure OpenAI Key...\" # Azure OpenAI *Key*\n",
" )\n",
")\n",
"\n",
"kernel.add_text_completion_service( # We are adding a text service\n",
" \"OpenAI_davinci\", # The alias we can use in prompt templates' config.json\n",
" OpenAITextCompletion(\n",
" \"text-davinci-003\", # OpenAI Model Name\n",
"kernel.add_chat_service( # We are adding a text service\n",
" \"OpenAI_chat_gpt\", # The alias we can use in prompt templates' config.json\n",
" OpenAIChatCompletion(\n",
" \"gpt-3.5-turbo\", # OpenAI Model Name\n",
" \"...your OpenAI API Key...\", # OpenAI API key\n",
" \"...your OpenAI Org ID...\" # *optional* OpenAI Organization ID\n",
" )\n",
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6 changes: 3 additions & 3 deletions python/notebooks/02-running-prompts-from-file.ipynb
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Expand Up @@ -100,7 +100,7 @@
"outputs": [],
"source": [
"import semantic_kernel as sk\n",
"from semantic_kernel.connectors.ai.open_ai import AzureTextCompletion, OpenAITextCompletion\n",
"from semantic_kernel.connectors.ai.open_ai import AzureChatCompletion, OpenAIChatCompletion\n",
"\n",
"kernel = sk.Kernel()\n",
"\n",
Expand All @@ -109,10 +109,10 @@
"# Configure AI service used by the kernel\n",
"if useAzureOpenAI:\n",
" deployment, api_key, endpoint = sk.azure_openai_settings_from_dot_env()\n",
" kernel.add_text_completion_service(\"dv\", AzureTextCompletion(deployment, endpoint, api_key))\n",
" kernel.add_chat_service(\"chat_completion\", AzureChatCompletion(\"gpt-35-turbo\", endpoint, api_key))\n",
"else:\n",
" api_key, org_id = sk.openai_settings_from_dot_env()\n",
" kernel.add_text_completion_service(\"dv\", OpenAITextCompletion(\"text-davinci-003\", api_key, org_id))"
" kernel.add_chat_service(\"chat-gpt\", OpenAIChatCompletion(\"gpt-3.5-turbo\", api_key, org_id))"
]
},
{
Expand Down
6 changes: 3 additions & 3 deletions python/notebooks/04-context-variables-chat.ipynb
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Expand Up @@ -37,7 +37,7 @@
"outputs": [],
"source": [
"import semantic_kernel as sk\n",
"from semantic_kernel.connectors.ai.open_ai import AzureTextCompletion, OpenAITextCompletion\n",
"from semantic_kernel.connectors.ai.open_ai import AzureChatCompletion, OpenAIChatCompletion\n",
"\n",
"kernel = sk.Kernel()\n",
"\n",
Expand All @@ -46,10 +46,10 @@
"# Configure AI service used by the kernel\n",
"if useAzureOpenAI:\n",
" deployment, api_key, endpoint = sk.azure_openai_settings_from_dot_env()\n",
" kernel.add_text_completion_service(\"dv\", AzureTextCompletion(deployment, endpoint, api_key))\n",
" kernel.add_chat_service(\"chat_completion\", AzureChatCompletion(\"gpt-35-turbo\", endpoint, api_key))\n",
"else:\n",
" api_key, org_id = sk.openai_settings_from_dot_env()\n",
" kernel.add_text_completion_service(\"dv\", OpenAITextCompletion(\"text-davinci-003\", api_key, org_id))"
" kernel.add_chat_service(\"chat-gpt\", OpenAIChatCompletion(\"gpt-3.5-turbo\", api_key, org_id))\n"
]
},
{
Expand Down
6 changes: 3 additions & 3 deletions python/notebooks/06-memory-and-embeddings.ipynb
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Expand Up @@ -41,7 +41,7 @@
"from typing import Tuple\n",
"\n",
"import semantic_kernel as sk\n",
"from semantic_kernel.connectors.ai.open_ai import OpenAITextCompletion, OpenAITextEmbedding, AzureTextCompletion, AzureTextEmbedding"
"from semantic_kernel.connectors.ai.open_ai import OpenAIChatCompletion, OpenAITextEmbedding, AzureChatCompletion, AzureTextEmbedding"
]
},
{
Expand Down Expand Up @@ -70,12 +70,12 @@
"# Configure AI service used by the kernel\n",
"if useAzureOpenAI:\n",
" deployment, api_key, endpoint = sk.azure_openai_settings_from_dot_env()\n",
" kernel.add_text_completion_service(\"dv\", AzureTextCompletion(deployment, endpoint, api_key))\n",
" kernel.add_chat_service(\"chat_completion\", AzureChatCompletion(\"gpt-35-turbo\", endpoint, api_key))\n",
" # next line assumes embeddings deployment name is \"text-embedding-ada-002\", adjust this if appropriate \n",
" kernel.add_text_embedding_generation_service(\"ada\", AzureTextEmbedding(\"text-embedding-ada-002\", endpoint, api_key))\n",
"else:\n",
" api_key, org_id = sk.openai_settings_from_dot_env()\n",
" kernel.add_text_completion_service(\"dv\", OpenAITextCompletion(\"text-davinci-003\", api_key, org_id))\n",
" kernel.add_chat_service(\"chat-gpt\", OpenAIChatCompletion(\"gpt-3.5-turbo\", api_key, org_id))\n",
" kernel.add_text_embedding_generation_service(\"ada\", OpenAITextEmbedding(\"text-embedding-ada-002\", api_key, org_id))\n",
"\n",
"kernel.register_memory_store(memory_store=sk.memory.VolatileMemoryStore())\n",
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12 changes: 6 additions & 6 deletions python/notebooks/08-native-function-inline.ipynb
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Expand Up @@ -59,7 +59,7 @@
"import os\n",
"import sys\n",
"import semantic_kernel as sk\n",
"from semantic_kernel.connectors.ai.open_ai import AzureTextCompletion, OpenAITextCompletion\n",
"from semantic_kernel.connectors.ai.open_ai import AzureChatCompletion, OpenAIChatCompletion\n",
"\n",
"kernel = sk.Kernel()\n",
"\n",
Expand All @@ -69,10 +69,10 @@
"# Configure AI service used by the kernel\n",
"if useAzureOpenAI:\n",
" deployment, api_key, endpoint = sk.azure_openai_settings_from_dot_env()\n",
" kernel.add_text_completion_service(\"dv\", AzureTextCompletion(deployment, endpoint, api_key))\n",
" kernel.add_chat_service(\"chat_completion\", AzureChatCompletion(\"gpt-35-turbo\", endpoint, api_key))\n",
"else:\n",
" api_key, org_id = sk.openai_settings_from_dot_env()\n",
" kernel.add_text_completion_service(\"dv\", OpenAITextCompletion(\"text-davinci-003\", api_key, org_id))"
" kernel.add_chat_service(\"chat-gpt\", OpenAIChatCompletion(\"gpt-3.5-turbo\", api_key, org_id))"
]
},
{
Expand Down Expand Up @@ -225,7 +225,7 @@
"import os\n",
"import sys\n",
"import semantic_kernel as sk\n",
"from semantic_kernel.connectors.ai.open_ai import AzureTextCompletion, OpenAITextCompletion\n",
"from semantic_kernel.connectors.ai.open_ai import AzureChatCompletion, OpenAIChatCompletion\n",
"\n",
"kernel = sk.Kernel()\n",
"\n",
Expand All @@ -235,10 +235,10 @@
"# Configure AI service used by the kernel\n",
"if useAzureOpenAI:\n",
" deployment, api_key, endpoint = sk.azure_openai_settings_from_dot_env()\n",
" kernel.add_text_completion_service(\"dv\", AzureTextCompletion(deployment, endpoint, api_key))\n",
" kernel.add_chat_service(\"chat_completion\", AzureChatCompletion(\"gpt-35-turbo\", endpoint, api_key))\n",
"else:\n",
" api_key, org_id = sk.openai_settings_from_dot_env()\n",
" kernel.add_text_completion_service(\"dv\", OpenAITextCompletion(\"text-davinci-003\", api_key, org_id))"
" kernel.add_chat_service(\"chat-gpt\", OpenAIChatCompletion(\"gpt-3.5-turbo\", api_key, org_id))\n"
]
},
{
Expand Down
6 changes: 3 additions & 3 deletions python/notebooks/09-groundedness-checking.ipynb
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Expand Up @@ -83,7 +83,7 @@
"outputs": [],
"source": [
"import semantic_kernel as sk\n",
"from semantic_kernel.connectors.ai.open_ai import AzureTextCompletion, OpenAITextCompletion\n",
"from semantic_kernel.connectors.ai.open_ai import AzureChatCompletion, OpenAIChatCompletion\n",
"\n",
"kernel = sk.Kernel()\n",
"\n",
Expand All @@ -92,10 +92,10 @@
"# Configure AI service used by the kernel\n",
"if useAzureOpenAI:\n",
" deployment, api_key, endpoint = sk.azure_openai_settings_from_dot_env()\n",
" kernel.add_text_completion_service(\"dv\", AzureTextCompletion(deployment, endpoint, api_key))\n",
" kernel.add_chat_service(\"chat_completion\", AzureChatCompletion(\"gpt-35-turbo\", endpoint, api_key))\n",
"else:\n",
" api_key, org_id = sk.openai_settings_from_dot_env()\n",
" kernel.add_text_completion_service(\"dv\", OpenAITextCompletion(\"text-davinci-003\", api_key, org_id))"
" kernel.add_chat_service(\"chat-gpt\", OpenAIChatCompletion(\"gpt-3.5-turbo\", api_key, org_id))"
]
},
{
Expand Down
6 changes: 3 additions & 3 deletions python/notebooks/third_party/weaviate-persistent-memory.ipynb
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Expand Up @@ -190,7 +190,7 @@
"\n",
"import semantic_kernel as sk\n",
"from semantic_kernel.connectors.ai.open_ai import (\n",
" OpenAITextCompletion,\n",
" OpenAIChatCompletion,\n",
" OpenAITextEmbedding,\n",
")\n",
"\n",
Expand Down Expand Up @@ -264,8 +264,8 @@
"kernel = sk.Kernel()\n",
"\n",
"api_key, org_id = sk.openai_settings_from_dot_env()\n",
"kernel.add_text_completion_service(\n",
" \"dv\", OpenAITextCompletion(\"text-davinci-003\", api_key, org_id)\n",
"kernel.add_chat_service(\n",
" \"chat-gpt\", OpenAIChatCompletion(\"gpt-3.5-turbo\", api_key, org_id)\n",
")\n",
"kernel.add_text_embedding_generation_service(\n",
" \"ada\", OpenAITextEmbedding(\"text-embedding-ada-002\", api_key, org_id)\n",
Expand Down
6 changes: 3 additions & 3 deletions python/samples/kernel-syntax-examples/bing_search_skill.py
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Expand Up @@ -3,7 +3,7 @@
from dotenv import load_dotenv

import semantic_kernel as sk
from semantic_kernel.connectors.ai.open_ai import OpenAITextCompletion
from semantic_kernel.connectors.ai.open_ai import OpenAIChatCompletion
from semantic_kernel.connectors.search_engine import BingConnector
from semantic_kernel.core_skills import WebSearchEngineSkill

Expand All @@ -13,8 +13,8 @@
async def main():
kernel = sk.Kernel()
api_key, org_id = sk.openai_settings_from_dot_env()
kernel.add_text_completion_service(
"dv", OpenAITextCompletion("text-davinci-003", api_key, org_id)
kernel.add_chat_service(
"chat-gpt", OpenAIChatCompletion("gpt-3.5-turbo", api_key, org_id)
)
connector = BingConnector(api_key=os.getenv("BING_API_KEY"))
web_skill = kernel.import_skill(WebSearchEngineSkill(connector), "WebSearch")
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4 changes: 2 additions & 2 deletions python/samples/kernel-syntax-examples/chat.py
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Expand Up @@ -18,8 +18,8 @@
kernel = sk.Kernel()

api_key, org_id = sk.openai_settings_from_dot_env()
kernel.add_text_completion_service(
"davinci-003", sk_oai.OpenAITextCompletion("text-davinci-003", api_key, org_id)
kernel.add_chat_service(
"chat-gpt", sk_oai.OpenAIChatCompletion("gpt-3.5-turbo", api_key, org_id)
)

prompt_config = sk.PromptTemplateConfig.from_completion_parameters(
Expand Down
6 changes: 3 additions & 3 deletions python/samples/kernel-syntax-examples/google_search_skill.py
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Expand Up @@ -5,7 +5,7 @@
from dotenv import load_dotenv

import semantic_kernel as sk
from semantic_kernel.connectors.ai.open_ai import OpenAITextCompletion
from semantic_kernel.connectors.ai.open_ai import OpenAIChatCompletion
from semantic_kernel.connectors.search_engine import GoogleConnector
from semantic_kernel.core_skills import WebSearchEngineSkill

Expand All @@ -15,8 +15,8 @@
async def main():
kernel = sk.Kernel()
api_key, org_id = sk.openai_settings_from_dot_env()
kernel.add_text_completion_service(
"dv", OpenAITextCompletion("text-davinci-003", api_key, org_id)
kernel.add_chat_service(
"chat-gpt", OpenAIChatCompletion("gpt-3.5-turbo", api_key, org_id)
)

"""
Expand Down
4 changes: 2 additions & 2 deletions python/samples/kernel-syntax-examples/memory.py
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Expand Up @@ -108,8 +108,8 @@ async def main() -> None:
kernel = sk.Kernel()

api_key, org_id = sk.openai_settings_from_dot_env()
kernel.add_text_completion_service(
"dv", sk_oai.OpenAITextCompletion("text-davinci-003", api_key, org_id)
kernel.add_chat_service(
"chat-gpt", sk_oai.OpenAIChatCompletion("gpt-3.5-turbo", api_key, org_id)
)
kernel.add_text_embedding_generation_service(
"ada", sk_oai.OpenAITextEmbedding("text-embedding-ada-002", api_key, org_id)
Expand Down