Add Anthropic model component
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src/backend/langflow/components/models/Anthropic.py
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52
src/backend/langflow/components/models/Anthropic.py
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from typing import Optional
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from langchain_community.llms.anthropic import Anthropic
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from pydantic.v1 import SecretStr
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from langflow import CustomComponent
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from langflow.field_typing import BaseLanguageModel, NestedDict
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class AnthropicComponent(CustomComponent):
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display_name = "Anthropic Model"
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description = "Anthropic large language models."
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def build_config(self):
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return {
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"anthropic_api_key": {
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"display_name": "Anthropic API Key",
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"type": str,
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"password": True,
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},
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"anthropic_api_url": {
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"display_name": "Anthropic API URL",
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"type": str,
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},
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"model_kwargs": {
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"display_name": "Model Kwargs",
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"field_type": "NestedDict",
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"advanced": True,
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},
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"temperature": {
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"display_name": "Temperature",
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"field_type": "float",
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},
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"inputs": {"display_name": "Input"},
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}
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def build(
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self,
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anthropic_api_key: str,
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anthropic_api_url: str,
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model_kwargs: NestedDict = {},
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temperature: Optional[float] = None,
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inputs: str = None,
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) -> BaseLanguageModel:
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llm = Anthropic(
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anthropic_api_key=SecretStr(anthropic_api_key),
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anthropic_api_url=anthropic_api_url,
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model_kwargs=model_kwargs,
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temperature=temperature,
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)
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return llm.invoke(input=inputs)
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