Atualização do ChromaComponent adicionando campos que havia na versão antiga
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2 changed files with 46 additions and 0 deletions
6
Makefile
6
Makefile
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@ -40,6 +40,12 @@ install_frontendc:
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run_frontend:
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cd src/frontend && npm start
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run_cli:
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poetry run langflow --path src/frontend/build
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run_cli_debug:
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poetry run langflow --path src/frontend/build --log-level debug
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setup_devcontainer:
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make init
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make build_frontend
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@ -6,6 +6,7 @@ from langchain.schema import Document
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from langchain.vectorstores.base import VectorStore
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from langchain.schema import BaseRetriever
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from langchain.embeddings.base import Embeddings
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import chromadb
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class ChromaComponent(CustomComponent):
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@ -32,15 +33,34 @@ class ChromaComponent(CustomComponent):
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"code": {"show": False, "display_name": "Code"},
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"documents": {"display_name": "Documents", "is_list": True},
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"embedding": {"display_name": "Embedding"},
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"chroma_server_cors_allow_origins": {
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"display_name": "Server CORS Allow Origins",
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"advanced": True,
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},
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"chroma_server_host": {"display_name": "Server Host", "advanced": True},
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"chroma_server_port": {"display_name": "Server Port", "advanced": True},
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"chroma_server_grpc_port": {
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"display_name": "Server gRPC Port",
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"advanced": True,
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},
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"chroma_server_ssl_enabled": {
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"display_name": "Server SSL Enabled",
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"advanced": True,
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},
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}
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def build(
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self,
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collection_name: str,
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persist: bool,
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chroma_server_ssl_enabled: bool,
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persist_directory: Optional[str] = None,
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embedding: Optional[Embeddings] = None,
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documents: Optional[Document] = None,
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chroma_server_cors_allow_origins: Optional[str] = None,
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chroma_server_host: Optional[str] = None,
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chroma_server_port: Optional[int] = None,
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chroma_server_grpc_port: Optional[int] = None,
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) -> Union[VectorStore, BaseRetriever]:
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"""
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Builds the Vector Store or BaseRetriever object.
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@ -48,13 +68,32 @@ class ChromaComponent(CustomComponent):
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Args:
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- collection_name (str): The name of the collection.
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- persist_directory (Optional[str]): The directory to persist the Vector Store to.
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- chroma_server_ssl_enabled (bool): Whether to enable SSL for the Chroma server.
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- persist (bool): Whether to persist the Vector Store or not.
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- embedding (Optional[Embeddings]): The embeddings to use for the Vector Store.
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- documents (Optional[Document]): The documents to use for the Vector Store.
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- chroma_server_cors_allow_origins (Optional[str]): The CORS allow origins for the Chroma server.
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- chroma_server_host (Optional[str]): The host for the Chroma server.
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- chroma_server_port (Optional[int]): The port for the Chroma server.
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- chroma_server_grpc_port (Optional[int]): The gRPC port for the Chroma server.
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Returns:
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- Union[VectorStore, BaseRetriever]: The Vector Store or BaseRetriever object.
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"""
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# Chroma settings
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chroma_settings = None
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if chroma_server_host is not None:
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chroma_settings = chromadb.config.Settings(
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chroma_server_cors_allow_origins=chroma_server_cors_allow_origins
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or None,
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chroma_server_host=chroma_server_host,
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chroma_server_port=chroma_server_port or None,
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chroma_server_grpc_port=chroma_server_grpc_port or None,
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chroma_server_ssl_enabled=chroma_server_ssl_enabled,
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)
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# If documents, then we need to create a Chroma instance using .from_documents
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if documents is not None and embedding is not None:
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return Chroma.from_documents(
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@ -62,6 +101,7 @@ class ChromaComponent(CustomComponent):
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persist_directory=persist_directory if persist else None,
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collection_name=collection_name,
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embedding=embedding,
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client_settings=chroma_settings,
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)
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return Chroma(
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