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Merge ba2dd53a59 into dc0e64aedf

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Krista Pratico 2 weeks ago committed by GitHub
parent dc0e64aedf ba2dd53a59
commit a2b43f8c50
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3 changed files with 44 additions and 154 deletions
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143
examples/azure/archive/chat_with_your_own_data.ipynb
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6
examples/azure/chat.ipynb
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@ -301,15 +301,13 @@
")\n",
"print(f\"Answer: {completion.choices[0].message.content}\")\n",
"\n",
"# prompt content filter result in \"model_extra\" for azure\n",
"prompt_filter_result = completion.model_extra[\"prompt_filter_results\"][0][\"content_filter_results\"]\n",
"prompt_filter_result = completion.prompt_filter_results[0][\"content_filter_results\"]\n",
"print(\"\\nPrompt content filter results:\")\n",
"for category, details in prompt_filter_result.items():\n",
" print(f\"{category}:\\n filtered={details['filtered']}\\n severity={details['severity']}\")\n",
"\n",
"# completion content filter result\n",
"print(\"\\nCompletion content filter results:\")\n",
"completion_filter_result = completion.choices[0].model_extra[\"content_filter_results\"]\n",
"completion_filter_result = completion.choices[0].content_filter_results\n",
"for category, details in completion_filter_result.items():\n",
" print(f\"{category}:\\n filtered={details['filtered']}\\n severity={details['severity']}\")"
]

49
examples/azure/chat_with_your_own_data.ipynb
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@ -99,7 +99,7 @@
},
{
"cell_type": "code",
"execution_count": 2,
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
@ -117,7 +117,7 @@
},
{
"cell_type": "code",
"execution_count": 3,
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
@ -128,10 +128,10 @@
" deployment = \"<deployment-id-of-the-model-to-use>\"\n",
"\n",
" client = openai.AzureOpenAI(\n",
" base_url=f\"{endpoint}/openai/deployments/{deployment}/extensions\",\n",
" azure_endpoint=endpoint,\n",
" api_key=api_key,\n",
" api_version=\"2023-09-01-preview\"\n",
" )"
" api_version=\"2024-02-01\"\n",
" )\n"
]
},
{
@ -168,9 +168,9 @@
" deployment = \"<deployment-id-of-the-model-to-use>\"\n",
"\n",
" client = openai.AzureOpenAI(\n",
" base_url=f\"{endpoint}/openai/deployments/{deployment}/extensions\",\n",
" azure_endpoint=endpoint,\n",
" azure_ad_token_provider=get_bearer_token_provider(DefaultAzureCredential(), \"https://cognitiveservices.azure.com/.default\"),\n",
" api_version=\"2023-09-01-preview\"\n",
" api_version=\"2024-02-01\"\n",
" )"
]
},
@ -218,7 +218,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"Now we can use Azure on your own data with Chat Completions. Providing our search endpoint, key, and index name in `dataSources`, any questions posed to the model will now be grounded in our own data. An additional property, `context`, will be provided in the response to show the data the model referenced to answer the question."
"Now we can use Azure on your own data with Chat Completions. Providing our search endpoint, key, and index name in `data_sources`, any questions posed to the model will now be grounded in our own data. An additional property, `context`, will be provided in the response to show the data the model referenced to answer the question."
]
},
{
@ -231,13 +231,16 @@
" messages=[{\"role\": \"user\", \"content\": \"What are the differences between Azure Machine Learning and Azure AI services?\"}],\n",
" model=deployment,\n",
" extra_body={\n",
" \"dataSources\": [\n",
" \"data_sources\": [\n",
" {\n",
" \"type\": \"AzureCognitiveSearch\",\n",
" \"type\": \"azure_search\",\n",
" \"parameters\": {\n",
" \"endpoint\": os.environ[\"SEARCH_ENDPOINT\"],\n",
" \"key\": os.environ[\"SEARCH_KEY\"],\n",
" \"indexName\": os.environ[\"SEARCH_INDEX_NAME\"],\n",
" \"index_name\": os.environ[\"SEARCH_INDEX_NAME\"],\n",
" \"authentication\": {\n",
" \"type\": \"api_key\",\n",
" \"key\": os.environ[\"SEARCH_KEY\"],\n",
" }\n",
" }\n",
" }\n",
" ]\n",
@ -245,8 +248,7 @@
")\n",
"print(f\"{completion.choices[0].message.role}: {completion.choices[0].message.content}\")\n",
"\n",
"# `context` is in the model_extra for Azure\n",
"print(f\"\\nContext: {completion.choices[0].message.model_extra['context']['messages'][0]['content']}\")"
"print(f\"\\nContext: {completion.choices[0].message.context}\")"
]
},
{
@ -266,13 +268,16 @@
" messages=[{\"role\": \"user\", \"content\": \"What are the differences between Azure Machine Learning and Azure AI services?\"}],\n",
" model=deployment,\n",
" extra_body={\n",
" \"dataSources\": [\n",
" \"data_sources\": [\n",
" {\n",
" \"type\": \"AzureCognitiveSearch\",\n",
" \"type\": \"azure_search\",\n",
" \"parameters\": {\n",
" \"endpoint\": os.environ[\"SEARCH_ENDPOINT\"],\n",
" \"key\": os.environ[\"SEARCH_KEY\"],\n",
" \"indexName\": os.environ[\"SEARCH_INDEX_NAME\"],\n",
" \"index_name\": os.environ[\"SEARCH_INDEX_NAME\"],\n",
" \"authentication\": {\n",
" \"type\": \"api_key\",\n",
" \"key\": os.environ[\"SEARCH_KEY\"],\n",
" }\n",
" }\n",
" }\n",
" ]\n",
@ -287,8 +292,10 @@
" print(\"\\n\"+ delta.role + \": \", end=\"\", flush=True)\n",
" if delta.content:\n",
" print(delta.content, end=\"\", flush=True)\n",
" if delta.model_extra.get(\"context\"):\n",
" print(f\"Context: {delta.model_extra['context']}\", end=\"\", flush=True)"
" if hasattr(delta, \"context\"):\n",
" context = delta.context\n",
"\n",
"print(f\"\\nContext: {context}\")"
]
}
],
@ -308,7 +315,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.0"
"version": "3.11.7"
},
"orig_nbformat": 4
},

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