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feat: adds model selection to Azure OpenAI Embeddings component #3882

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merged 2 commits into from
Sep 26, 2024
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feat: adds model selection to Azure OpenAI Embeddings component #3882

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feat: adds model selection to Azure OpenAI Embeddings component
philnash Sep 23, 2024
cb920e7
Merge branch 'main' into philnash-add-model-selection-to-azure-openai…
philnash Sep 24, 2024
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1 change: 1 addition & 0 deletions docs/docs/Components/components-embedding-models.md
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Expand Up @@ -81,6 +81,7 @@ This component generates embeddings using Azure OpenAI models.

| Name | Type | Description |
|------|------|-------------|
| Model | String | Name of the model to use (default: `text-embedding-3-small`) |
| Azure Endpoint | String | Your Azure endpoint, including the resource. Example: `https://example-resource.azure.openai.com/` |
| Deployment Name | String | The name of the deployment |
| API Version | String | The API version to use, options include various dates |
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9 changes: 9 additions & 0 deletions src/backend/base/langflow/components/embeddings/AzureOpenAIEmbeddings.py
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@@ -1,6 +1,7 @@
from langchain_openai import AzureOpenAIEmbeddings

from langflow.base.models.model import LCModelComponent
from langflow.base.models.openai_constants import OPENAI_EMBEDDING_MODEL_NAMES
from langflow.field_typing import Embeddings
from langflow.io import DropdownInput, IntInput, MessageTextInput, Output, SecretStrInput

Expand All @@ -22,6 +23,13 @@ class AzureOpenAIEmbeddingsComponent(LCModelComponent):
]

inputs = [
DropdownInput(
name="model",
display_name="Model",
advanced=False,
options=OPENAI_EMBEDDING_MODEL_NAMES,
value=OPENAI_EMBEDDING_MODEL_NAMES[0],
),
MessageTextInput(
name="azure_endpoint",
display_name="Azure Endpoint",
Expand Down Expand Up @@ -60,6 +68,7 @@ class AzureOpenAIEmbeddingsComponent(LCModelComponent):
def build_embeddings(self) -> Embeddings:
try:
embeddings = AzureOpenAIEmbeddings(
model=self.model,
azure_endpoint=self.azure_endpoint,
azure_deployment=self.azure_deployment,
api_version=self.api_version,
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