Implemented add_extra_fields for the documentloaders
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7edce61182
commit
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4 changed files with 107 additions and 116 deletions
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@ -8,20 +8,6 @@ from langflow.settings import settings
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from langflow.utils.logger import logger
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from langflow.utils.logger import logger
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from langflow.utils.util import build_template_from_class
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from langflow.utils.util import build_template_from_class
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def build_file_path_template(
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suffixes: list, fileTypes: list, name: str = "file_path"
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) -> Dict:
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"""Build a file path template for a document loader."""
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return TemplateField(
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field_type="file",
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required=True,
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show=True,
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name=name,
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value="",
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suffixes=suffixes,
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fileTypes=fileTypes,
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)
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class DocumentLoaderCreator(LangChainTypeCreator):
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class DocumentLoaderCreator(LangChainTypeCreator):
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type_name: str = "documentloaders"
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type_name: str = "documentloaders"
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@ -1,6 +1,7 @@
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from typing import Dict, List, Optional
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from typing import Dict, List, Optional, Type
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from langflow.interface.base import LangChainTypeCreator
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from langflow.interface.base import LangChainTypeCreator
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from langflow.template.frontend_node.textsplitters import VectorStoreFrontendNode
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from langflow.interface.custom_lists import textsplitter_type_to_cls_dict
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from langflow.interface.custom_lists import textsplitter_type_to_cls_dict
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from langflow.settings import settings
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from langflow.settings import settings
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from langflow.utils.logger import logger
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from langflow.utils.logger import logger
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@ -10,6 +11,10 @@ from langflow.utils.util import build_template_from_class
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class TextSplitterCreator(LangChainTypeCreator):
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class TextSplitterCreator(LangChainTypeCreator):
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type_name: str = "textsplitters"
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type_name: str = "textsplitters"
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@property
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def frontend_node_class(self) -> Type[VectorStoreFrontendNode]:
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return VectorStoreFrontendNode
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@property
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@property
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def type_to_loader_dict(self) -> Dict:
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def type_to_loader_dict(self) -> Dict:
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return textsplitter_type_to_cls_dict
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return textsplitter_type_to_cls_dict
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@ -17,43 +22,7 @@ class TextSplitterCreator(LangChainTypeCreator):
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def get_signature(self, name: str) -> Optional[Dict]:
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def get_signature(self, name: str) -> Optional[Dict]:
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"""Get the signature of a text splitter."""
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"""Get the signature of a text splitter."""
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try:
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try:
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signature = build_template_from_class(name, textsplitter_type_to_cls_dict)
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return build_template_from_class(name, textsplitter_type_to_cls_dict)
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signature["template"]["documents"] = {
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"type": "BaseLoader",
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"required": True,
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"show": True,
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"name": "documents",
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}
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signature["template"]["separator"] = {
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"type": "str",
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"required": True,
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"show": True,
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"value": ".",
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"name": "separator",
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"display_name": "Separator",
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}
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signature["template"]["chunk_size"] = {
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"type": "int",
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"required": True,
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"show": True,
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"value": 4000,
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"name": "chunk_size",
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"display_name": "Chunk Size",
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}
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signature["template"]["chunk_overlap"] = {
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"type": "int",
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"required": True,
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"show": True,
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"value": 200,
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"name": "chunk_overlap",
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"display_name": "Chunk Overlap",
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}
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return signature
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except ValueError as exc:
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except ValueError as exc:
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raise ValueError(f"Text Splitter {name} not found") from exc
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raise ValueError(f"Text Splitter {name} not found") from exc
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except AttributeError as exc:
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except AttributeError as exc:
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@ -7,7 +7,7 @@ class DocumentLoaderFrontNode(FrontendNode):
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@staticmethod
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@staticmethod
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def build_template(suffixes: list, fileTypes: list, name: str = "file_path"
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def build_template(suffixes: list, fileTypes: list, name: str = "file_path"
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) -> Dict:
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) -> TemplateField:
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"""Build a template field for a document loader."""
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"""Build a template field for a document loader."""
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return TemplateField(
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return TemplateField(
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field_type="file",
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field_type="file",
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@ -18,68 +18,65 @@ class DocumentLoaderFrontNode(FrontendNode):
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suffixes=suffixes,
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suffixes=suffixes,
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fileTypes=fileTypes,
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fileTypes=fileTypes,
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)
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)
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def get_file_path_template(self):
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file_path_templates = {
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return {
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"AirbyteJSONLoader": build_template(
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"AirbyteJSONLoader": self.build_template(
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suffixes=[".json"], fileTypes=["json"]
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suffixes=[".json"], fileTypes=["json"]
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),
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),
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"CoNLLULoader": build_template(
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"CoNLLULoader": self.build_template(
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suffixes=[".csv"], fileTypes=["csv"]
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suffixes=[".csv"], fileTypes=["csv"]
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),
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),
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"CSVLoader": build_template(
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"CSVLoader": self.build_template(
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suffixes=[".csv"], fileTypes=["csv"]
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suffixes=[".csv"], fileTypes=["csv"]
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),
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),
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"UnstructuredEmailLoader": build_template(
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"UnstructuredEmailLoader": self.build_template(
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suffixes=[".eml"], fileTypes=["eml"]
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suffixes=[".eml"], fileTypes=["eml"]
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),
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),
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"EverNoteLoader": build_template(
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"EverNoteLoader": self.build_template(
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suffixes=[".xml"], fileTypes=["xml"]
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suffixes=[".xml"], fileTypes=["xml"]
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),
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),
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"FacebookChatLoader": build_template(
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"FacebookChatLoader": self.build_template(
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suffixes=[".json"], fileTypes=["json"]
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suffixes=[".json"], fileTypes=["json"]
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),
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),
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"GutenbergLoader": build_template(
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"GutenbergLoader": self.build_template(
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suffixes=[".txt"], fileTypes=["txt"]
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suffixes=[".txt"], fileTypes=["txt"]
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),
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),
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"BSHTMLLoader": build_template(
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"BSHTMLLoader": self.build_template(
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suffixes=[".html"], fileTypes=["html"]
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suffixes=[".html"], fileTypes=["html"]
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),
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),
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"UnstructuredHTMLLoader": build_template(
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"UnstructuredHTMLLoader": self.build_template(
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suffixes=[".html"], fileTypes=["html"]
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suffixes=[".html"], fileTypes=["html"]
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),
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),
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"UnstructuredImageLoader": build_template(
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"UnstructuredImageLoader": self.build_template(
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suffixes=[".jpg", ".jpeg", ".png", ".gif", ".bmp"],
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suffixes=[".jpg", ".jpeg", ".png", ".gif", ".bmp"],
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fileTypes=["jpg", "jpeg", "png", "gif", "bmp"],
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fileTypes=["jpg", "jpeg", "png", "gif", "bmp"],
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),
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),
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"UnstructuredMarkdownLoader": build_template(
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"UnstructuredMarkdownLoader": self.build_template(
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suffixes=[".md"], fileTypes=["md"]
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suffixes=[".md"], fileTypes=["md"]
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),
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),
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"PyPDFLoader": build_template(
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"PyPDFLoader": self.build_template(
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suffixes=[".pdf"], fileTypes=["pdf"]
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suffixes=[".pdf"], fileTypes=["pdf"]
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),
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),
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"UnstructuredPowerPointLoader": build_template(
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"UnstructuredPowerPointLoader": self.build_template(
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suffixes=[".pptx", ".ppt"], fileTypes=["pptx", "ppt"]
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suffixes=[".pptx", ".ppt"], fileTypes=["pptx", "ppt"]
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),
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),
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"SRTLoader": build_template(
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"SRTLoader": self.build_template(
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suffixes=[".srt"], fileTypes=["srt"]
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suffixes=[".srt"], fileTypes=["srt"]
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),
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),
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"TelegramChatLoader": build_template(
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"TelegramChatLoader": self.build_template(
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suffixes=[".json"], fileTypes=["json"]
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suffixes=[".json"], fileTypes=["json"]
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),
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),
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"TextLoader": build_template(
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"TextLoader": self.build_template(
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suffixes=[".txt"], fileTypes=["txt"]
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suffixes=[".txt"], fileTypes=["txt"]
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),
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),
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"UnstructuredWordDocumentLoader": build_template(
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"UnstructuredWordDocumentLoader": self.build_template(
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suffixes=[".docx", ".doc"], fileTypes=["docx", "doc"]
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suffixes=[".docx", ".doc"], fileTypes=["docx", "doc"]
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),
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),
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}
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}
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def add_extra_fields(self) -> None:
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def add_extra_fields(self) -> None:
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file_path_templates = self.get_file_path_template()
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if self.template.type_name in self.file_path_templates:
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self.template.add_field(self.file_path_templates[self.template.type_name])
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if self.template.type_name in file_path_templates:
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self.template.add_field(file_path_templates[self.template.type_name])
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elif self.template.type_name in {
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elif self.template.type_name in {
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"WebBaseLoader",
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"WebBaseLoader",
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"AZLyricsLoader",
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"AZLyricsLoader",
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@ -119,4 +116,6 @@ class DocumentLoaderFrontNode(FrontendNode):
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value="",
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value="",
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display_name="Web Page",
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display_name="Web Page",
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)
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)
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)
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)
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@ -3,7 +3,44 @@ from typing import Dict, List, Optional, Type
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from langflow.template.field.base import TemplateField
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from langflow.template.field.base import TemplateField
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from langflow.template.frontend_node.base import FrontendNode
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from langflow.template.frontend_node.base import FrontendNode
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class TextSplittersFrontNode(FrontendNode):
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class VectorStoreFrontendNode(FrontendNode):
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def add_extra_fields(self) -> None:
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def add_extra_fields(self) -> None:
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pass
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pass
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"""
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signature["template"]["documents"] = {
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"type": "BaseLoader",
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"required": True,
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"show": True,
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"name": "documents",
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}
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signature["template"]["separator"] = {
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"type": "str",
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"required": True,
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"show": True,
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"value": ".",
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"name": "separator",
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"display_name": "Separator",
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}
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signature["template"]["chunk_size"] = {
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"type": "int",
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"required": True,
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"show": True,
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"value": 4000,
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"name": "chunk_size",
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"display_name": "Chunk Size",
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}
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signature["template"]["chunk_overlap"] = {
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"type": "int",
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"required": True,
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"show": True,
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"value": 200,
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"name": "chunk_overlap",
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"display_name": "Chunk Overlap",
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}
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"""
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