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https://github.com/open-webui/open-webui.git
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Add batching
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@@ -1,5 +1,4 @@
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import json
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from typing import Optional, Union
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from typing import List, Optional
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from pydantic import BaseModel
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from fastapi import APIRouter, Depends, HTTPException, status, Request
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import logging
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@@ -12,11 +11,11 @@ from open_webui.apps.webui.models.knowledge import (
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)
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from open_webui.apps.webui.models.files import Files, FileModel
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from open_webui.apps.retrieval.vector.connector import VECTOR_DB_CLIENT
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from open_webui.apps.retrieval.main import process_file, ProcessFileForm
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from open_webui.apps.retrieval.main import BatchProcessFilesForm, process_file, ProcessFileForm, process_files_batch
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from open_webui.constants import ERROR_MESSAGES
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from open_webui.utils.auth import get_admin_user, get_verified_user
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from open_webui.utils.auth import get_verified_user
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from open_webui.utils.access_control import has_access, has_permission
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@@ -508,3 +507,78 @@ async def reset_knowledge_by_id(id: str, user=Depends(get_verified_user)):
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knowledge = Knowledges.update_knowledge_data_by_id(id=id, data={"file_ids": []})
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return knowledge
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############################
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# AddFilesToKnowledge
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############################
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@router.post("/{id}/files/batch/add", response_model=Optional[KnowledgeFilesResponse])
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def add_files_to_knowledge_batch(
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id: str,
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form_data: list[KnowledgeFileIdForm],
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user=Depends(get_verified_user),
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):
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"""
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Add multiple files to a knowledge base
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"""
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knowledge = Knowledges.get_knowledge_by_id(id=id)
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if not knowledge:
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raise HTTPException(
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status_code=status.HTTP_400_BAD_REQUEST,
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detail=ERROR_MESSAGES.NOT_FOUND,
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)
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if knowledge.user_id != user.id and user.role != "admin":
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raise HTTPException(
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status_code=status.HTTP_400_BAD_REQUEST,
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detail=ERROR_MESSAGES.ACCESS_PROHIBITED,
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)
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# Get files content
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print(f"files/batch/add - {len(form_data)} files")
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files: List[FileModel] = []
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for form in form_data:
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file = Files.get_file_by_id(form.file_id)
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if not file:
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raise HTTPException(
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status_code=status.HTTP_400_BAD_REQUEST,
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detail=f"File {form.file_id} not found",
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)
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files.append(file)
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# Process files
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result = process_files_batch(BatchProcessFilesForm(
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files=files,
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collection_name=id
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))
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# Add successful files to knowledge base
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data = knowledge.data or {}
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existing_file_ids = data.get("file_ids", [])
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# Only add files that were successfully processed
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successful_file_ids = [r.file_id for r in result.results if r.status == "completed"]
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for file_id in successful_file_ids:
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if file_id not in existing_file_ids:
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existing_file_ids.append(file_id)
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data["file_ids"] = existing_file_ids
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knowledge = Knowledges.update_knowledge_data_by_id(id=id, data=data)
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# If there were any errors, include them in the response
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if result.errors:
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error_details = [f"{err.file_id}: {err.error}" for err in result.errors]
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return KnowledgeFilesResponse(
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**knowledge.model_dump(),
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files=Files.get_files_by_ids(existing_file_ids),
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warnings={
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"message": "Some files failed to process",
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"errors": error_details
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}
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)
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return KnowledgeFilesResponse(
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**knowledge.model_dump(),
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files=Files.get_files_by_ids(existing_file_ids)
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)
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