Eduard van Valkenburg
68136ee081
* Python: Clean up dependency management Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Copilot-Session: 2f7b1c89-f3ff-418d-ab4e-4f014fda308f * Python: Harden Mistral SDK import fallback Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Copilot-Session: 2f7b1c89-f3ff-418d-ab4e-4f014fda308f
Get Started with Microsoft Agent Framework Mistral AI
Please install this package:
pip install agent-framework-mistral --pre
and see the README for more information.
Embedding Client
The MistralEmbeddingClient provides embedding generation using Mistral AI models.
Quick Start
from agent_framework_mistral import MistralEmbeddingClient
# Using environment variables (MISTRAL_API_KEY, MISTRAL_EMBEDDING_MODEL)
client = MistralEmbeddingClient()
# Or passing parameters directly
client = MistralEmbeddingClient(
model="mistral-embed",
api_key="your-api-key",
)
# Generate embeddings
result = await client.get_embeddings(["Hello, world!", "How are you?"])
for embedding in result:
print(f"Dimensions: {embedding.dimensions}")
print(f"Vector: {embedding.vector[:5]}...")
Configuration
| Environment Variable | Description |
|---|---|
MISTRAL_API_KEY |
Your Mistral AI API key |
MISTRAL_EMBEDDING_MODEL |
Embedding model name (e.g., mistral-embed) |
MISTRAL_SERVER_URL |
Optional server URL override |