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Update CohereEmbeddings import and add new configuration options

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This commit is contained in:
anovazzi1 2024-01-10 17:03:51 -03:00
commit 32be1ccbc1
1 changed files with 9 additions and 9 deletions
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18
src/backend/langflow/components/embeddings/CohereEmbeddings.py
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@ -1,7 +1,7 @@
from langflow import CustomComponent
from langchain.embeddings import CohereEmbeddings
from typing import Optional, Any
from langchain_community.embeddings.cohere import CohereEmbeddings
from typing import Optional
class CohereEmbeddingsComponent(CustomComponent):
@ -10,24 +10,24 @@ class CohereEmbeddingsComponent(CustomComponent):
def build_config(self):
return {
"async_client": {"display_name": "Async Client", "advanced": True},
"client": {"display_name": "Client", "advanced": True},
"cohere_api_key": {"display_name": "Cohere API Key"},
"cohere_api_key": {"display_name": "Cohere API Key","password":True},
"model": {"display_name": "Model", "default": "embed-english-v2.0", "advanced": True},
"truncate": {"display_name": "Truncate", "advanced": True},
"max_retries": {"display_name": "Max Retries", "advanced": True},
"user_agent": {"display_name": "User Agent", "advanced": True},
}
def build(
self,
async_client: Optional[Any] = None,
client: Optional[Any] = None,
request_timeout: Optional[float] = None,
cohere_api_key: Optional[str] = None,
model: str = "embed-english-v2.0",
truncate: Optional[str] = None,
user_agent: Optional[str] = "langchain",
) -> CohereEmbeddings:
return CohereEmbeddings(
async_client=async_client,
client=client,
user_agent=user_agent,
request_timeout=request_timeout,
cohere_api_key=cohere_api_key,
model=model,
truncate=truncate,