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Update VertexAIComponent configuration

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This commit is contained in:
anovazzi1 2024-01-10 09:34:13 -03:00
commit a291564b4e
1 changed files with 42 additions and 21 deletions
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63
src/backend/langflow/components/llms/VertexAI.py
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@ -11,45 +11,49 @@ class VertexAIComponent(CustomComponent):
return {
"credentials": {
"display_name": "Credentials",
"type": "file",
"field_type": "file",
"file_types": ["json"],
"required": False,
"default": None,
"value": None,
},
"location": {
"display_name": "Location",
"type": "str",
"default": "us-central1",
"advanced":True,
"value": "us-central1",
"required": False,
},
"max_output_tokens": {
"display_name": "Max Output Tokens",
"type": "int",
"default": 128,
"field_type": "int",
"value": 128,
"required": False,
"advanced":True
},
"max_retries": {
"display_name": "Max Retries",
"type": "int",
"default": 6,
"value": 6,
"required": False,
"advanced":True
},
"metadata": {
"display_name": "Metadata",
"type": "dict",
"field_type": "dict",
"required": False,
"default": {},
},
"model_name": {
"display_name": "Model Name",
"type": "str",
"default": "text-bison",
"value": "text-bison",
"required": False,
},
"n": {
"advanced":True,
"display_name": "N",
"type": "int",
"default": 1,
"field_type": "int",
"value": 1,
"required": False,
},
"project": {
@ -60,57 +64,72 @@ class VertexAIComponent(CustomComponent):
},
"request_parallelism": {
"display_name": "Request Parallelism",
"type": "int",
"default": 5,
"field_type": "int",
"value": 5,
"required": False,
"advanced":True
},
"streaming": {
"display_name": "Streaming",
"type": "bool",
"default": False,
"field_type": "bool",
"value": False,
"required": False,
"advanced":True
},
"temperature": {
"display_name": "Temperature",
"type": "float",
"default": 0.0,
"field_type": "float",
"value": 0.0,
"required": False,
"advanced":True
},
"top_k": {
"display_name": "Top K",
"type": "int",
"default": 40,
"required": False,
"advanced":True
},
"top_p": {
"display_name": "Top P",
"type": "float",
"default": 0.95,
"field_type": "float",
"value": 0.95,
"required": False,
"advanced":True
},
"tuned_model_name": {
"display_name": "Tuned Model Name",
"type": "str",
"required": False,
"default": None,
"value": None,
"advanced":True
},
"verbose": {
"display_name": "Verbose",
"type": "bool",
"default": False,
"field_type": "bool",
"value": False,
"required": False,
},
"name":{
"display_name":"Name",
"field_type":"str"
},
"client_preview":{
"display_name":"client_preview"
}
}
def build(
self,
credentials: Optional[str] = None,
client_preview: Optional[any]= None,
location: str = "us-central1",
max_output_tokens: int = 128,
max_retries: int = 6,
metadata: Dict = None,
model_name: str = "text-bison",
n: int = 1,
name:Optional[str] = None,
project: Optional[str] = None,
request_parallelism: int = 5,
streaming: bool = False,
@ -127,6 +146,7 @@ class VertexAIComponent(CustomComponent):
from langchain.llms import VertexAI
return VertexAI(
client_preview=client_preview,
credentials=credentials,
location=location,
max_output_tokens=max_output_tokens,
@ -134,6 +154,7 @@ class VertexAIComponent(CustomComponent):
metadata=metadata,
model_name=model_name,
n=n,
name=name,
project=project,
request_parallelism=request_parallelism,
streaming=streaming,