fix: fixes Ollama Embeddings component (#4787)

Update ollama.py

removed unwanted parameter temperature for embedding
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Edwin Jose 2024-11-22 12:10:09 -05:00 • committed by GitHub
commit b3b2b2572a
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@ -2,7 +2,7 @@ from langchain_ollama import OllamaEmbeddings
from langflow.base.models.model import LCModelComponent from langflow.base.models.model import LCModelComponent
from langflow.field_typing import Embeddings from langflow.field_typing import Embeddings
from langflow.io import FloatInput, MessageTextInput, Output from langflow.io import MessageTextInput, Output
class OllamaEmbeddingsComponent(LCModelComponent): class OllamaEmbeddingsComponent(LCModelComponent):
@ -16,19 +16,13 @@ class OllamaEmbeddingsComponent(LCModelComponent):
MessageTextInput( MessageTextInput(
name="model", name="model",
display_name="Ollama Model", display_name="Ollama Model",
value="llama3.1", value="nomic-embed-text",
), ),
MessageTextInput( MessageTextInput(
name="base_url", name="base_url",
display_name="Ollama Base URL", display_name="Ollama Base URL",
value="http://localhost:11434", value="http://localhost:11434",
), ),
FloatInput(
name="temperature",
display_name="Model Temperature",
value=0.1,
advanced=True,
),
] ]
outputs = [ outputs = [
@ -37,11 +31,7 @@ class OllamaEmbeddingsComponent(LCModelComponent):
def build_embeddings(self) -> Embeddings: def build_embeddings(self) -> Embeddings:
try: try:
output = OllamaEmbeddings( output = OllamaEmbeddings(model=self.model, base_url=self.base_url)
model=self.model,
base_url=self.base_url,
temperature=self.temperature,
)
except Exception as e: except Exception as e:
msg = "Could not connect to Ollama API." msg = "Could not connect to Ollama API."
raise ValueError(msg) from e raise ValueError(msg) from e