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Update Microsoft Fabric notebook #3243

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merged 2 commits into from
Jul 29, 2024
Merged

Update Microsoft Fabric notebook #3243

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a0d0914
Update Microsoft Fabric notebook
thinkall Jul 29, 2024
f39bcca
Merge branch 'main' into update_fabric_example
Hk669 Jul 29, 2024
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48 changes: 27 additions & 21 deletions notebook/agentchat_microsoft_fabric.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -113,32 +113,36 @@
}
],
"source": [
"import types\n",
"from synapse.ml.mlflow import get_mlflow_env_config\n",
"\n",
"import httpx\n",
"from synapse.ml.fabric.credentials import get_openai_httpx_sync_client\n",
"\n",
"import autogen\n",
"def get_config_list():\n",
" mlflow_env_configs = get_mlflow_env_config()\n",
" access_token = mlflow_env_configs.driver_aad_token\n",
" prebuilt_AI_base_url = mlflow_env_configs.workload_endpoint + \"cognitive/openai/\"\n",
"\n",
"http_client = get_openai_httpx_sync_client()\n",
"http_client.__deepcopy__ = types.MethodType(\n",
" lambda self, memo: self, http_client\n",
") # https://microsoft.github.io/autogen/docs/topics/llm_configuration#adding-http-client-in-llm_config-for-proxy\n",
" config_list = [\n",
" {\n",
" \"model\": \"gpt-4o\",\n",
" \"api_key\": access_token,\n",
" \"base_url\": prebuilt_AI_base_url,\n",
" \"api_type\": \"azure\",\n",
" \"api_version\": \"2024-02-01\",\n",
" },\n",
" ]\n",
"\n",
"config_list = [\n",
" {\n",
" \"model\": \"gpt-4o\",\n",
" \"http_client\": http_client,\n",
" \"api_type\": \"azure\",\n",
" \"api_version\": \"2024-02-01\",\n",
" },\n",
"]\n",
" # Set temperature, timeout and other LLM configurations\n",
" llm_config = {\n",
" \"config_list\": config_list,\n",
" \"temperature\": 0,\n",
" \"timeout\": 600,\n",
" }\n",
" return config_list, llm_config\n",
"\n",
"config_list, llm_config = get_config_list()\n",
"\n",
"# Set temperature, timeout and other LLM configurations\n",
"llm_config = {\n",
" \"config_list\": config_list,\n",
" \"temperature\": 0,\n",
"}"
"assert len(config_list) > 0\n",
"print(\"models to use: \", [config_list[i][\"model\"] for i in range(len(config_list))])"
]
},
{
Expand Down Expand Up @@ -300,6 +304,8 @@
}
],
"source": [
"import autogen\n",
"\n",
"# create an AssistantAgent instance named \"assistant\"\n",
"assistant = autogen.AssistantAgent(\n",
" name=\"assistant\",\n",
Expand Down
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