mirror of
https://github.com/paperless-ngx/paperless-ngx.git
synced 2026-01-14 21:54:22 -06:00
Feature: Paperless AI (#10319)
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@@ -54,6 +54,10 @@ from documents.signals import document_updated
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from documents.signals.handlers import cleanup_document_deletion
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from documents.signals.handlers import run_workflows
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from documents.workflows.utils import get_workflows_for_trigger
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from paperless.config import AIConfig
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from paperless_ai.indexing import llm_index_add_or_update_document
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from paperless_ai.indexing import llm_index_remove_document
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from paperless_ai.indexing import update_llm_index
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if settings.AUDIT_LOG_ENABLED:
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from auditlog.models import LogEntry
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@@ -242,6 +246,13 @@ def bulk_update_documents(document_ids):
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for doc in documents:
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index.update_document(writer, doc)
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ai_config = AIConfig()
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if ai_config.llm_index_enabled:
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update_llm_index(
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progress_bar_disable=True,
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rebuild=False,
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)
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@shared_task
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def update_document_content_maybe_archive_file(document_id):
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@@ -341,6 +352,10 @@ def update_document_content_maybe_archive_file(document_id):
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with index.open_index_writer() as writer:
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index.update_document(writer, document)
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ai_config = AIConfig()
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if ai_config.llm_index_enabled:
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llm_index_add_or_update_document(document)
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clear_document_caches(document.pk)
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except Exception:
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@@ -558,3 +573,55 @@ def update_document_parent_tags(tag: Tag, new_parent: Tag) -> None:
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if affected:
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bulk_update_documents.delay(document_ids=list(affected))
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@shared_task
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def llmindex_index(
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*,
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progress_bar_disable=True,
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rebuild=False,
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scheduled=True,
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auto=False,
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):
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ai_config = AIConfig()
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if ai_config.llm_index_enabled:
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task = PaperlessTask.objects.create(
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type=PaperlessTask.TaskType.SCHEDULED_TASK
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if scheduled
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else PaperlessTask.TaskType.AUTO
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if auto
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else PaperlessTask.TaskType.MANUAL_TASK,
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task_id=uuid.uuid4(),
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task_name=PaperlessTask.TaskName.LLMINDEX_UPDATE,
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status=states.STARTED,
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date_created=timezone.now(),
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date_started=timezone.now(),
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)
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from paperless_ai.indexing import update_llm_index
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try:
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result = update_llm_index(
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progress_bar_disable=progress_bar_disable,
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rebuild=rebuild,
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)
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task.status = states.SUCCESS
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task.result = result
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except Exception as e:
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logger.error("LLM index error: " + str(e))
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task.status = states.FAILURE
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task.result = str(e)
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task.date_done = timezone.now()
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task.save(update_fields=["status", "result", "date_done"])
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else:
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logger.info("LLM index is disabled, skipping update.")
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@shared_task
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def update_document_in_llm_index(document):
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llm_index_add_or_update_document(document)
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@shared_task
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def remove_document_from_llm_index(document):
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llm_index_remove_document(document)
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