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use ai foundry sdk #192

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Dec 13, 2024
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3 changes: 3 additions & 0 deletions .env.template
Original file line number Diff line number Diff line change
Expand Up @@ -40,3 +40,6 @@ BING_SEARCH_URL="https://api.bing.microsoft.com/v7.0/search"
# LangSmith
LANGCHAIN_TRACING_V2="true"
LANGCHAIN_API_KEY="<langchain-api-key>"

# Azure AI Foundry
AZURE_AI_FOUNDRY_PROJECT_CONNECTION_STRING="<YOUR_CONNECTION_STRING>"
28 changes: 28 additions & 0 deletions apps/1_call_azure_openai_chat/ai_foundry.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,28 @@
from os import getenv

from azure.ai.projects import AIProjectClient
from azure.identity import DefaultAzureCredential
from dotenv import load_dotenv

if __name__ == "__main__":
# Parse .env file and set environment variables
load_dotenv(override=True)

project = AIProjectClient.from_connection_string(
conn_str=getenv("AZURE_AI_FOUNDRY_PROJECT_CONNECTION_STRING"),
credential=DefaultAzureCredential(),
)

chat = project.inference.get_chat_completions_client()
response = chat.complete(
model=getenv("AZURE_OPENAI_GPT_MODEL"),
messages=[
{
"role": "system",
"content": "You are an AI assistant",
},
{"role": "user", "content": "Hello, how are you?"},
],
)

print(response.choices[0].message.content)
38 changes: 37 additions & 1 deletion poetry.lock

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2 changes: 2 additions & 0 deletions pyproject.toml
Original file line number Diff line number Diff line change
Expand Up @@ -41,6 +41,8 @@ azure-cognitiveservices-speech = "^1.40.0"
openai-whisper = "^20240930"
pymupdf = "^1.24.14"
pydantic = "^2.10.2"
azure-ai-projects = "^1.0.0b2"
azure-ai-inference = "^1.0.0b6"

[tool.poetry.group.dev.dependencies]
pre-commit = "^4.0.0"
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