diff --git a/pyproject.toml b/pyproject.toml index 9c70b29..9df0bcf 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -26,12 +26,14 @@ dependencies = [ "llama-index-vector-stores-chroma>=0.4.1", "markdown>=3.7", "openpyxl>=3.1.5", + "pip-system-certs>=4.0", "pymongo>=4.11.1", "pystemmer>=2.2.0.3", "pytest>=8.3.4", "python-docx>=1.1.2", "python-dotenv>=1.0.1", "python-pptx>=1.0.2", + "travel-pii-anonymisation==0.3.3", "unstructured>=0.14.8", ] diff --git a/src/docs2vecs/subcommands/indexer/config/config_schema.yaml b/src/docs2vecs/subcommands/indexer/config/config_schema.yaml index 76cf9f4..e1eb429 100644 --- a/src/docs2vecs/subcommands/indexer/config/config_schema.yaml +++ b/src/docs2vecs/subcommands/indexer/config/config_schema.yaml @@ -10,7 +10,7 @@ definitions: schema: type: type: string - allowed: ['exporter', 'embedding', 'vector-store', 'uploader', 'splitter', 'integrated_vec', 'file-scanner', 'file-reader', 'loader'] + allowed: ['exporter', 'embedding', 'vector-store', 'uploader', 'splitter', 'integrated_vec', 'file-scanner', 'file-reader', 'loader', 'anonymizer'] required: True name: type: string @@ -21,6 +21,8 @@ definitions: tag: type: string required: False + use_placeholders: + type: boolean api_url: type: string regex: '^http.*' @@ -207,4 +209,4 @@ indexer: required: True tracker: type: dict - required: False + required: False \ No newline at end of file diff --git a/src/docs2vecs/subcommands/indexer/skills/anonymizer_skill.py b/src/docs2vecs/subcommands/indexer/skills/anonymizer_skill.py new file mode 100644 index 0000000..e008a11 --- /dev/null +++ b/src/docs2vecs/subcommands/indexer/skills/anonymizer_skill.py @@ -0,0 +1,45 @@ +from typing import List, Optional +from tspii.reversible_anonymizers.reversible_anonymizer import ReversibleAnonymizer +from tspii.recognizers.recognizers import create_travel_specific_recognizers +from tspii.operators.faker_operators import create_fake_data_operators +from docs2vecs.subcommands.indexer.config import Config +from docs2vecs.subcommands.indexer.document import Document +from docs2vecs.subcommands.indexer.skills.skill import IndexerSkill + + +class AnonymizerSkill(IndexerSkill): + def __init__(self, skill_config: dict, global_config: Config) -> None: + super().__init__(skill_config, global_config) + self.usePlaceholders = self._config.get("use_placeholders", True) + + def run(self, input: Optional[List[Document]] = None) -> List[Document]: + if not input: + self.logger.info(f"No documents to anonymize") + return input + + for document in input: + reversible_anonymizer = ReversibleAnonymizer() + + # Add recognizers + for recognizer in create_travel_specific_recognizers(): + reversible_anonymizer.add_recognizer(recognizer) + + if not self.usePlaceholders: + # Add fake data operators + reversible_anonymizer.add_operators(create_fake_data_operators()) + + # Analyze and anonymize the text + reversible_anonymizer.analyze(document.text) + if reversible_anonymizer._analyzer_results: + self.logger.info( + f"Found {len(reversible_anonymizer._analyzer_results)} entities to anonymize in the current document ({document.filename})." + ) + result = reversible_anonymizer.anonymize() + document.text = result.text + else: + self.logger.info( + f"No entities to anonymize found in the current document ({document.filename})." + ) + + self.logger.info(f"Successfully anonymized {len(input)} documents") + return input diff --git a/src/docs2vecs/subcommands/indexer/skills/factory.py b/src/docs2vecs/subcommands/indexer/skills/factory.py index f23b06c..9828066 100644 --- a/src/docs2vecs/subcommands/indexer/skills/factory.py +++ b/src/docs2vecs/subcommands/indexer/skills/factory.py @@ -2,19 +2,38 @@ from docs2vecs.subcommands.indexer.config import Config from docs2vecs.subcommands.indexer.db.mongodb import MongoDbConnection -from docs2vecs.subcommands.indexer.skills.ada002_embedding_skill import AzureAda002EmbeddingSkill -from docs2vecs.subcommands.indexer.skills.azure_blob_store_uploader_skill import AzureBlobStoreUploaderSkill -from docs2vecs.subcommands.indexer.skills.azure_vector_store_skill import AzureVectorStoreSkill -from docs2vecs.subcommands.indexer.skills.chromadb_vector_store_skill import ChromaDBVectorStoreSkill +from docs2vecs.subcommands.indexer.skills.ada002_embedding_skill import ( + AzureAda002EmbeddingSkill, +) +from docs2vecs.subcommands.indexer.skills.azure_blob_store_uploader_skill import ( + AzureBlobStoreUploaderSkill, +) +from docs2vecs.subcommands.indexer.skills.azure_vector_store_skill import ( + AzureVectorStoreSkill, +) +from docs2vecs.subcommands.indexer.skills.chromadb_vector_store_skill import ( + ChromaDBVectorStoreSkill, +) from docs2vecs.subcommands.indexer.skills.default_file_reader import DefaultFileReader -from docs2vecs.subcommands.indexer.skills.document_intelligence_skill import AzureDocumentIntelligenceSkill +from docs2vecs.subcommands.indexer.skills.document_intelligence_skill import ( + AzureDocumentIntelligenceSkill, +) from docs2vecs.subcommands.indexer.skills.file_scanner_skill import FileScannerSkill from docs2vecs.subcommands.indexer.skills.jira_loader_skill import JiraLoaderSkill -from docs2vecs.subcommands.indexer.skills.llama_fastembed_embedding_skill import LlamaFastembedEmbeddingSkill -from docs2vecs.subcommands.indexer.skills.recursive_character_splitter_skill import RecursiveCharacterTextSplitter -from docs2vecs.subcommands.indexer.skills.scrollwordexporter_skill import ScrollWorldExporterSkill -from docs2vecs.subcommands.indexer.skills.semantic_splitter_skill import SemanticSplitter +from docs2vecs.subcommands.indexer.skills.llama_fastembed_embedding_skill import ( + LlamaFastembedEmbeddingSkill, +) +from docs2vecs.subcommands.indexer.skills.recursive_character_splitter_skill import ( + RecursiveCharacterTextSplitter, +) +from docs2vecs.subcommands.indexer.skills.scrollwordexporter_skill import ( + ScrollWorldExporterSkill, +) +from docs2vecs.subcommands.indexer.skills.semantic_splitter_skill import ( + SemanticSplitter, +) from docs2vecs.subcommands.indexer.skills.tracker import VectorStoreTracker +from docs2vecs.subcommands.indexer.skills.anonymizer_skill import AnonymizerSkill class SkillType(StrEnum): @@ -26,6 +45,7 @@ class SkillType(StrEnum): UPLOADER = "uploader" SPLITTER = "splitter" LOADER = "loader" + ANONYMIZER = "anonymizer" class AvailableSkillName(StrEnum): @@ -57,6 +77,9 @@ class AvailableSkillName(StrEnum): # web loaders JIRA_LOADER = "jira-loader" + # anonymizers + ANONYMIZER_SKILL = "anonymizer" + AVAILABLE_SKILLS = { SkillType.EXPORTER: { @@ -81,6 +104,7 @@ class AvailableSkillName(StrEnum): AvailableSkillName.RECURSIVE_CHARACTER_SPLITTER: RecursiveCharacterTextSplitter, }, SkillType.LOADER: {AvailableSkillName.JIRA_LOADER: JiraLoaderSkill}, + SkillType.ANONYMIZER: 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