diff --git a/.github/workflows/lint-and-test.yml b/.github/workflows/lint-and-test.yml index 04f7040c..5b0546ba 100644 --- a/.github/workflows/lint-and-test.yml +++ b/.github/workflows/lint-and-test.yml @@ -234,6 +234,13 @@ jobs: run: | curl https://get.helm.sh/helm-v3.12.0-linux-amd64.tar.gz | tar xz sudo mv linux-amd64/helm /usr/local/bin/helm + helm repo add langfuse https://langfuse.github.io/langfuse-k8s + helm repo add qdrant https://qdrant.github.io/qdrant-helm + helm repo add bitnami https://charts.bitnami.com/bitnami + helm repo add enapter https://enapter.github.io/charts/ + helm repo add ollama https://otwld.github.io/ollama-helm/ + helm repo add jetstack https://charts.jetstack.io + helm repo add ingress-nginx https://kubernetes.github.io/ingress-nginx find infrastructure -name Chart.yaml -print0 | while IFS= read -r -d '' chart; do chart_dir="$(dirname "$chart")" helm dependency build "$chart_dir" diff --git a/infrastructure/rag/Chart.lock b/infrastructure/rag/Chart.lock index 723e6f1b..53e3b66f 100644 --- a/infrastructure/rag/Chart.lock +++ b/infrastructure/rag/Chart.lock @@ -1,10 +1,10 @@ dependencies: - name: langfuse repository: https://langfuse.github.io/langfuse-k8s - version: 1.5.19 + version: 1.5.31 - name: qdrant repository: https://qdrant.github.io/qdrant-helm - version: 1.16.3 + version: 1.18.0 - name: minio repository: https://charts.bitnami.com/bitnami version: 15.0.7 @@ -13,6 +13,6 @@ dependencies: version: 0.48.0 - name: ollama repository: https://otwld.github.io/ollama-helm/ - version: 1.41.0 -digest: sha256:ad616850faec4252119350ba36eb3f642eaab7f469fde089bdece07f0a2a8af7 -generated: "2026-02-16T08:26:50.070731424Z" + version: 1.57.0 +digest: sha256:9406fa5588edf87df0a206590722cd2cde491ef4804f01535deace1982117ed2 +generated: "2026-05-31T03:44:56.57539524Z" diff --git a/infrastructure/rag/Chart.yaml b/infrastructure/rag/Chart.yaml index a92ce144..85da571f 100644 --- a/infrastructure/rag/Chart.yaml +++ b/infrastructure/rag/Chart.yaml @@ -10,10 +10,10 @@ appVersion: "v4.2.0" dependencies: - name: langfuse repository: https://langfuse.github.io/langfuse-k8s - version: "1.5.19" + version: "1.5.31" condition: features.langfuse.enabled - name: qdrant - version: 1.16.3 + version: 1.18.0 repository: "https://qdrant.github.io/qdrant-helm" condition: features.qdrant.enabled - name: minio @@ -27,6 +27,6 @@ dependencies: condition: features.keydb.enabled - name: ollama alias: ollama - version: 1.41.0 + version: 1.57.0 repository: https://otwld.github.io/ollama-helm/ condition: features.ollama.enabled diff --git a/infrastructure/rag/values.yaml b/infrastructure/rag/values.yaml index dd452881..ad2d7b62 100644 --- a/infrastructure/rag/values.yaml +++ b/infrastructure/rag/values.yaml @@ -569,14 +569,14 @@ langfuse: web: image: repository: langfuse/langfuse - tag: "3.152.0" + tag: "3.175.0" pullPolicy: Always # Worker deployment configuration worker: image: repository: langfuse/langfuse-worker - tag: "3.152.0" + tag: "3.175.0" pullPolicy: Always port: 3030 diff --git a/infrastructure/server-setup/base-setup/Chart.lock b/infrastructure/server-setup/base-setup/Chart.lock index ff1ea0bd..d8f9a999 100644 --- a/infrastructure/server-setup/base-setup/Chart.lock +++ b/infrastructure/server-setup/base-setup/Chart.lock @@ -1,9 +1,9 @@ dependencies: - name: cert-manager repository: https://charts.jetstack.io - version: v1.19.3 + version: v1.20.2 - name: ingress-nginx repository: https://kubernetes.github.io/ingress-nginx - version: 4.14.3 -digest: sha256:b2f7736d9f67a1df68709cf5001223d66ee10f9a314528321848145164926d05 -generated: "2026-02-16T08:27:01.265902996Z" + version: 4.15.1 +digest: sha256:47749211262aa6b425744396158b8f23f8de48be0813dc1027b30bd6a7f16266 +generated: "2026-05-31T03:45:07.330797418Z" diff --git a/infrastructure/server-setup/base-setup/Chart.yaml b/infrastructure/server-setup/base-setup/Chart.yaml index 9c15dc1d..dd257e0d 100644 --- a/infrastructure/server-setup/base-setup/Chart.yaml +++ b/infrastructure/server-setup/base-setup/Chart.yaml @@ -7,8 +7,8 @@ version: 0.0.1 appVersion: "0.0.1" dependencies: - name: cert-manager - version: "v1.19.3" + version: "v1.20.2" repository: https://charts.jetstack.io - name: ingress-nginx - version: "4.14.3" + version: "4.15.1" repository: https://kubernetes.github.io/ingress-nginx diff --git a/infrastructure/terraform/main.tf b/infrastructure/terraform/main.tf index d31a7da0..2bad9d6e 100644 --- a/infrastructure/terraform/main.tf +++ b/infrastructure/terraform/main.tf @@ -3,7 +3,7 @@ terraform { required_providers { stackit = { source = "stackitcloud/stackit" - version = "~> 0.80.0" + version = "~> 0.96.0" } } } diff --git a/libs/admin-api-lib/poetry.lock b/libs/admin-api-lib/poetry.lock index 5f109fed..bd68d8ec 100644 --- a/libs/admin-api-lib/poetry.lock +++ b/libs/admin-api-lib/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.3.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand. 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a/libs/admin-api-lib/pyproject.toml b/libs/admin-api-lib/pyproject.toml index d394434e..0032ab0c 100644 --- a/libs/admin-api-lib/pyproject.toml +++ b/libs/admin-api-lib/pyproject.toml @@ -105,7 +105,7 @@ flake8-simplify = "^0.30.0" flake8-wot = "^0.2.0" flake8-function-order = "^0.0.5" flake8-tidy-imports = "^4.10.0" -black = "^25.1.0" +black = "^26.3.1" flake8-logging-format = "^2024.24.12" flake8-docstrings = "^1.7.0" @@ -115,8 +115,8 @@ debugpy = "^1.8.14" [tool.poetry.dependencies] rag-core-lib = "==4.2.0" python = "^3.13" -uvicorn = "^0.40.0" -fastapi = "^0.128.0" +uvicorn = "^0.47.0" +fastapi = "^0.136.0" dependency-injector = "^4.46.0" python-dateutil = "^2.9.0.post0" tenacity = "9.1.4" @@ -125,7 +125,7 @@ tqdm = "^4.67.1" langfuse = "^3.10.1" redis = "^6.0.0" pyyaml = "^6.0.2" -python-multipart = "^0.0.22" +python-multipart = "^0.0.29" marshmallow = "^3.26.2" protobuf = ">=5.29.6,<6.0.0" langchain-experimental = "^0.4.0" diff --git a/libs/admin-api-lib/src/admin_api_lib/dependency_container.py b/libs/admin-api-lib/src/admin_api_lib/dependency_container.py index 035a5524..52e3601d 100644 --- a/libs/admin-api-lib/src/admin_api_lib/dependency_container.py +++ b/libs/admin-api-lib/src/admin_api_lib/dependency_container.py @@ -14,7 +14,9 @@ from admin_api_lib.extractor_api_client.openapi_client.configuration import ( Configuration as ExtractorConfiguration, ) -from admin_api_lib.impl.api_endpoints.default_source_uploader import DefaultSourceUploader +from admin_api_lib.impl.api_endpoints.default_source_uploader import ( + DefaultSourceUploader, +) from admin_api_lib.impl.api_endpoints.default_document_deleter import ( DefaultDocumentDeleter, ) @@ -38,7 +40,9 @@ from admin_api_lib.impl.mapper.informationpiece2document import ( InformationPiece2Document, ) -from admin_api_lib.impl.settings.chunker_class_type_settings import ChunkerClassTypeSettings +from admin_api_lib.impl.settings.chunker_class_type_settings import ( + ChunkerClassTypeSettings, +) from admin_api_lib.impl.settings.chunker_settings import ChunkerSettings from admin_api_lib.impl.settings.document_extractor_settings import ( DocumentExtractorSettings, @@ -166,7 +170,8 @@ class DependencyContainer(DeclarativeContainer): ) summary_text_splitter = Singleton(RecursiveCharacterTextSplitter)( - chunk_size=summarizer_settings.maximum_input_size, chunk_overlap=chunker_settings.overlap + chunk_size=summarizer_settings.maximum_input_size, + chunk_overlap=chunker_settings.overlap, ) langfuse = Singleton( @@ -209,7 +214,10 @@ class DependencyContainer(DeclarativeContainer): ) document_deleter = Singleton( - DefaultDocumentDeleter, rag_api=rag_api, file_service=file_service, key_value_store=key_value_store + DefaultDocumentDeleter, + rag_api=rag_api, + file_service=file_service, + key_value_store=key_value_store, ) documents_status_retriever = Singleton(DefaultDocumentsStatusRetriever, key_value_store=key_value_store) diff --git a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/__init__.py b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/__init__.py index edf9fd41..b779ebaa 100644 --- a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/__init__.py +++ b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/__init__.py @@ -13,26 +13,43 @@ Do not edit the class manually. """ # noqa: E501 - __version__ = "1.0.0" # import apis into sdk package -from admin_api_lib.extractor_api_client.openapi_client.api.extractor_api import ExtractorApi +from admin_api_lib.extractor_api_client.openapi_client.api.extractor_api import ( + ExtractorApi, +) # import ApiClient from admin_api_lib.extractor_api_client.openapi_client.api_response import ApiResponse from admin_api_lib.extractor_api_client.openapi_client.api_client import ApiClient -from admin_api_lib.extractor_api_client.openapi_client.configuration import Configuration -from admin_api_lib.extractor_api_client.openapi_client.exceptions import OpenApiException +from admin_api_lib.extractor_api_client.openapi_client.configuration import ( + Configuration, +) +from admin_api_lib.extractor_api_client.openapi_client.exceptions import ( + OpenApiException, +) from admin_api_lib.extractor_api_client.openapi_client.exceptions import ApiTypeError from admin_api_lib.extractor_api_client.openapi_client.exceptions import ApiValueError from admin_api_lib.extractor_api_client.openapi_client.exceptions import ApiKeyError -from admin_api_lib.extractor_api_client.openapi_client.exceptions import ApiAttributeError +from admin_api_lib.extractor_api_client.openapi_client.exceptions import ( + ApiAttributeError, +) from admin_api_lib.extractor_api_client.openapi_client.exceptions import ApiException # import models into sdk package -from admin_api_lib.extractor_api_client.openapi_client.models.content_type import ContentType -from admin_api_lib.extractor_api_client.openapi_client.models.extraction_parameters import ExtractionParameters -from admin_api_lib.extractor_api_client.openapi_client.models.extraction_request import ExtractionRequest -from admin_api_lib.extractor_api_client.openapi_client.models.information_piece import InformationPiece -from admin_api_lib.extractor_api_client.openapi_client.models.key_value_pair import KeyValuePair +from admin_api_lib.extractor_api_client.openapi_client.models.content_type import ( + ContentType, +) +from admin_api_lib.extractor_api_client.openapi_client.models.extraction_parameters import ( + ExtractionParameters, +) +from admin_api_lib.extractor_api_client.openapi_client.models.extraction_request import ( + ExtractionRequest, +) +from admin_api_lib.extractor_api_client.openapi_client.models.information_piece import ( + InformationPiece, +) +from admin_api_lib.extractor_api_client.openapi_client.models.key_value_pair import ( + KeyValuePair, +) diff --git a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/api/__init__.py b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/api/__init__.py index c95ce655..13a312fe 100644 --- a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/api/__init__.py +++ b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/api/__init__.py @@ -1,4 +1,6 @@ # flake8: noqa # import apis into api package -from admin_api_lib.extractor_api_client.openapi_client.api.extractor_api import ExtractorApi +from admin_api_lib.extractor_api_client.openapi_client.api.extractor_api import ( + ExtractorApi, +) diff --git a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/api/extractor_api.py b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/api/extractor_api.py index 1aaddf79..212bb9c9 100644 --- a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/api/extractor_api.py +++ b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/api/extractor_api.py @@ -17,11 +17,20 @@ from typing_extensions import Annotated from typing import List -from admin_api_lib.extractor_api_client.openapi_client.models.extraction_parameters import ExtractionParameters -from admin_api_lib.extractor_api_client.openapi_client.models.extraction_request import ExtractionRequest -from admin_api_lib.extractor_api_client.openapi_client.models.information_piece import InformationPiece - -from admin_api_lib.extractor_api_client.openapi_client.api_client import ApiClient, RequestSerialized +from admin_api_lib.extractor_api_client.openapi_client.models.extraction_parameters import ( + ExtractionParameters, +) +from admin_api_lib.extractor_api_client.openapi_client.models.extraction_request import ( + ExtractionRequest, +) +from admin_api_lib.extractor_api_client.openapi_client.models.information_piece import ( + InformationPiece, +) + +from admin_api_lib.extractor_api_client.openapi_client.api_client import ( + ApiClient, + RequestSerialized, +) from admin_api_lib.extractor_api_client.openapi_client.api_response import ApiResponse from admin_api_lib.extractor_api_client.openapi_client.rest import RESTResponseType diff --git a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/api_client.py b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/api_client.py index ba8f5d2b..f02a002c 100644 --- a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/api_client.py +++ b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/api_client.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - import datetime from dateutil.parser import parse from enum import Enum @@ -26,8 +25,13 @@ from typing import Tuple, Optional, List, Dict, Union from pydantic import SecretStr -from admin_api_lib.extractor_api_client.openapi_client.configuration import Configuration -from admin_api_lib.extractor_api_client.openapi_client.api_response import ApiResponse, T as ApiResponseT +from admin_api_lib.extractor_api_client.openapi_client.configuration import ( + Configuration, +) +from admin_api_lib.extractor_api_client.openapi_client.api_response import ( + ApiResponse, + T as ApiResponseT, +) import admin_api_lib.extractor_api_client.openapi_client.models from admin_api_lib.extractor_api_client.openapi_client import rest from admin_api_lib.extractor_api_client.openapi_client.exceptions import ( @@ -198,7 +202,13 @@ def param_serialize( # auth setting self.update_params_for_auth( - header_params, query_params, auth_settings, resource_path, method, body, request_auth=_request_auth + header_params, + query_params, + auth_settings, + resource_path, + method, + body, + request_auth=_request_auth, ) # body @@ -221,7 +231,13 @@ def param_serialize( return method, url, header_params, body, post_params def call_api( - self, method, url, header_params=None, body=None, post_params=None, _request_timeout=None + self, + method, + url, + header_params=None, + body=None, + post_params=None, + _request_timeout=None, ) -> rest.RESTResponse: """Makes the HTTP request (synchronous) :param method: Method to call. @@ -252,7 +268,9 @@ def call_api( return response_data def response_deserialize( - self, response_data: rest.RESTResponse, response_types_map: Optional[Dict[str, ApiResponseT]] = None + self, + response_data: rest.RESTResponse, + response_types_map: Optional[Dict[str, ApiResponseT]] = None, ) -> ApiResponse[ApiResponseT]: """Deserializes response into an object. :param response_data: RESTResponse object to be deserialized. @@ -364,7 +382,11 @@ def deserialize(self, response_text: str, response_type: str, content_type: Opti data = json.loads(response_text) except ValueError: data = response_text - elif re.match(r"^application/(json|[\w!#$&.+-^_]+\+json)\s*(;|$)", content_type, re.IGNORECASE): + elif re.match( + r"^application/(json|[\w!#$&.+-^_]+\+json)\s*(;|$)", + content_type, + re.IGNORECASE, + ): if response_text == "": data = "" else: @@ -548,7 +570,14 @@ def select_header_content_type(self, content_types): return content_types[0] def update_params_for_auth( - self, headers, queries, auth_settings, resource_path, method, body, request_auth=None + self, + headers, + queries, + auth_settings, + resource_path, + method, + body, + request_auth=None, ) -> None: """Updates header and query params based on authentication setting. @@ -670,7 +699,10 @@ def __deserialize_datetime(self, string): except ImportError: return string except ValueError: - raise rest.ApiException(status=0, reason=("Failed to parse `{0}` as datetime object".format(string))) + raise rest.ApiException( + status=0, + reason=("Failed to parse `{0}` as datetime object".format(string)), + ) def __deserialize_enum(self, data, klass): """Deserializes primitive type to enum. diff --git a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/configuration.py b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/configuration.py index 2e80369c..12548eed 100644 --- a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/configuration.py +++ b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/configuration.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - import copy import logging from logging import FileHandler diff --git a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/__init__.py b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/__init__.py index ad02f00b..8ca53e21 100644 --- a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/__init__.py +++ b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/__init__.py @@ -12,10 +12,19 @@ Do not edit the class manually. """ # noqa: E501 - # import models into model package -from admin_api_lib.extractor_api_client.openapi_client.models.content_type import ContentType -from admin_api_lib.extractor_api_client.openapi_client.models.extraction_parameters import ExtractionParameters -from admin_api_lib.extractor_api_client.openapi_client.models.extraction_request import ExtractionRequest -from admin_api_lib.extractor_api_client.openapi_client.models.information_piece import InformationPiece -from admin_api_lib.extractor_api_client.openapi_client.models.key_value_pair import KeyValuePair +from admin_api_lib.extractor_api_client.openapi_client.models.content_type import ( + ContentType, +) +from admin_api_lib.extractor_api_client.openapi_client.models.extraction_parameters import ( + ExtractionParameters, +) +from admin_api_lib.extractor_api_client.openapi_client.models.extraction_request import ( + ExtractionRequest, +) +from admin_api_lib.extractor_api_client.openapi_client.models.information_piece import ( + InformationPiece, +) +from admin_api_lib.extractor_api_client.openapi_client.models.key_value_pair import ( + KeyValuePair, +) diff --git a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/content_type.py b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/content_type.py index cd0f9c72..64f4ff60 100644 --- a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/content_type.py +++ b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/content_type.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json from enum import Enum diff --git a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/extraction_parameters.py b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/extraction_parameters.py index 13ba2ea5..757f9b48 100644 --- a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/extraction_parameters.py +++ b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/extraction_parameters.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import pprint import re # noqa: F401 @@ -19,7 +18,9 @@ from pydantic import BaseModel, ConfigDict, Field, StrictStr from typing import Any, ClassVar, Dict, List, Optional -from admin_api_lib.extractor_api_client.openapi_client.models.key_value_pair import KeyValuePair +from admin_api_lib.extractor_api_client.openapi_client.models.key_value_pair import ( + KeyValuePair, +) from typing import Optional, Set from typing_extensions import Self diff --git a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/extraction_request.py b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/extraction_request.py index 8bcfb3cd..35360db5 100644 --- a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/extraction_request.py +++ b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/extraction_request.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import pprint import re # noqa: F401 @@ -78,5 +77,10 @@ def from_dict(cls, obj: Optional[Dict[str, Any]]) -> Optional[Self]: if not isinstance(obj, dict): return cls.model_validate(obj) - _obj = cls.model_validate({"path_on_s3": obj.get("path_on_s3"), "document_name": obj.get("document_name")}) + _obj = cls.model_validate( + { + "path_on_s3": obj.get("path_on_s3"), + "document_name": obj.get("document_name"), + } + ) return _obj diff --git a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/information_piece.py b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/information_piece.py index a4281835..5c6c1410 100644 --- a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/information_piece.py +++ b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/information_piece.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import pprint import re # noqa: F401 @@ -19,8 +18,12 @@ from pydantic import BaseModel, ConfigDict, StrictStr from typing import Any, ClassVar, Dict, List -from admin_api_lib.extractor_api_client.openapi_client.models.content_type import ContentType -from admin_api_lib.extractor_api_client.openapi_client.models.key_value_pair import KeyValuePair +from admin_api_lib.extractor_api_client.openapi_client.models.content_type import ( + ContentType, +) +from admin_api_lib.extractor_api_client.openapi_client.models.key_value_pair import ( + KeyValuePair, +) from typing import Optional, Set from typing_extensions import Self diff --git a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/key_value_pair.py b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/key_value_pair.py index 2a77b659..3259bda6 100644 --- a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/key_value_pair.py +++ b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/models/key_value_pair.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import pprint import re # noqa: F401 diff --git a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/rest.py b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/rest.py index 60fc6603..c4551fce 100644 --- a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/rest.py +++ b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/rest.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - import io import json import re @@ -19,7 +18,10 @@ import urllib3 -from admin_api_lib.extractor_api_client.openapi_client.exceptions import ApiException, ApiValueError +from admin_api_lib.extractor_api_client.openapi_client.exceptions import ( + ApiException, + ApiValueError, +) SUPPORTED_SOCKS_PROXIES = {"socks5", "socks5h", "socks4", "socks4a"} RESTResponseType = urllib3.HTTPResponse @@ -109,7 +111,15 @@ def __init__(self, configuration) -> None: else: self.pool_manager = urllib3.PoolManager(**pool_args) - def request(self, method, url, headers=None, body=None, post_params=None, _request_timeout=None): + def request( + self, + method, + url, + headers=None, + body=None, + post_params=None, + _request_timeout=None, + ): """Perform requests. :param method: http request method @@ -151,7 +161,12 @@ def request(self, method, url, headers=None, body=None, post_params=None, _reque if body is not None: request_body = json.dumps(body) r = self.pool_manager.request( - method, url, body=request_body, timeout=timeout, headers=headers, preload_content=False + method, + url, + body=request_body, + timeout=timeout, + headers=headers, + preload_content=False, ) elif content_type == "application/x-www-form-urlencoded": r = self.pool_manager.request( @@ -184,12 +199,22 @@ def request(self, method, url, headers=None, body=None, post_params=None, _reque # provided in serialized form. elif isinstance(body, str) or isinstance(body, bytes): r = self.pool_manager.request( - method, url, body=body, timeout=timeout, headers=headers, preload_content=False + method, + url, + body=body, + timeout=timeout, + headers=headers, + preload_content=False, ) elif headers["Content-Type"].startswith("text/") and isinstance(body, bool): request_body = "true" if body else "false" r = self.pool_manager.request( - method, url, body=request_body, preload_content=False, timeout=timeout, headers=headers + method, + url, + body=request_body, + preload_content=False, + timeout=timeout, + headers=headers, ) else: # Cannot generate the request from given parameters @@ -200,7 +225,12 @@ def request(self, method, url, headers=None, body=None, post_params=None, _reque # For `GET`, `HEAD` else: r = self.pool_manager.request( - method, url, fields={}, timeout=timeout, headers=headers, preload_content=False + method, + url, + fields={}, + timeout=timeout, + headers=headers, + preload_content=False, ) except urllib3.exceptions.SSLError as e: msg = "\n".join([type(e).__name__, str(e)]) diff --git a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_content_type.py b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_content_type.py index 5a78d9be..2ae5a1f0 100644 --- a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_content_type.py +++ b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_content_type.py @@ -11,10 +11,11 @@ Do not edit the class manually. """ # noqa: E501 - import unittest -from admin_api_lib.extractor_api_client.openapi_client.models.content_type import ContentType +from admin_api_lib.extractor_api_client.openapi_client.models.content_type import ( + ContentType, +) class TestContentType(unittest.TestCase): diff --git a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_extraction_parameters.py b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_extraction_parameters.py index 9504ab4d..3b4a3b4f 100644 --- a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_extraction_parameters.py +++ b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_extraction_parameters.py @@ -11,10 +11,11 @@ Do not edit the class manually. """ # noqa: E501 - import unittest -from admin_api_lib.extractor_api_client.openapi_client.models.extraction_parameters import ExtractionParameters +from admin_api_lib.extractor_api_client.openapi_client.models.extraction_parameters import ( + ExtractionParameters, +) class TestExtractionParameters(unittest.TestCase): diff --git a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_extraction_request.py b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_extraction_request.py index 1401561d..12f905c6 100644 --- a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_extraction_request.py +++ b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_extraction_request.py @@ -11,10 +11,11 @@ Do not edit the class manually. """ # noqa: E501 - import unittest -from admin_api_lib.extractor_api_client.openapi_client.models.extraction_request import ExtractionRequest +from admin_api_lib.extractor_api_client.openapi_client.models.extraction_request import ( + ExtractionRequest, +) class TestExtractionRequest(unittest.TestCase): diff --git a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_extractor_api.py b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_extractor_api.py index 975a7bfa..1291c2df 100644 --- a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_extractor_api.py +++ b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_extractor_api.py @@ -11,10 +11,11 @@ Do not edit the class manually. """ # noqa: E501 - import unittest -from admin_api_lib.extractor_api_client.openapi_client.api.extractor_api import ExtractorApi +from admin_api_lib.extractor_api_client.openapi_client.api.extractor_api import ( + ExtractorApi, +) class TestExtractorApi(unittest.TestCase): diff --git a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_information_piece.py b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_information_piece.py index 479c858f..049496ab 100644 --- a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_information_piece.py +++ b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_information_piece.py @@ -11,10 +11,11 @@ Do not edit the class manually. """ # noqa: E501 - import unittest -from admin_api_lib.extractor_api_client.openapi_client.models.information_piece import InformationPiece +from admin_api_lib.extractor_api_client.openapi_client.models.information_piece import ( + InformationPiece, +) class TestInformationPiece(unittest.TestCase): diff --git a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_key_value_pair.py b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_key_value_pair.py index 0ddc8645..a25c0af6 100644 --- a/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_key_value_pair.py +++ b/libs/admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/test/test_key_value_pair.py @@ -11,10 +11,11 @@ Do not edit the class manually. """ # noqa: E501 - import unittest -from admin_api_lib.extractor_api_client.openapi_client.models.key_value_pair import KeyValuePair +from admin_api_lib.extractor_api_client.openapi_client.models.key_value_pair import ( + KeyValuePair, +) class TestKeyValuePair(unittest.TestCase): diff --git a/libs/admin-api-lib/src/admin_api_lib/impl/api_endpoints/default_document_deleter.py b/libs/admin-api-lib/src/admin_api_lib/impl/api_endpoints/default_document_deleter.py index 6e4d5257..6c738d1e 100644 --- a/libs/admin-api-lib/src/admin_api_lib/impl/api_endpoints/default_document_deleter.py +++ b/libs/admin-api-lib/src/admin_api_lib/impl/api_endpoints/default_document_deleter.py @@ -24,7 +24,12 @@ class DefaultDocumentDeleter(DocumentDeleter): """A class used to delete documents from file storage and vector database.""" - def __init__(self, file_service: FileService, rag_api: RagApi, key_value_store: FileStatusKeyValueStore): + def __init__( + self, + file_service: FileService, + rag_api: RagApi, + key_value_store: FileStatusKeyValueStore, + ): """ Initialize the DefaultDocumentDeleter. @@ -105,7 +110,10 @@ def _delete_from_storage(self, identification: str, error_messages: str) -> str: if storage_key: self._file_service.delete_file(storage_key) else: - logger.debug("Skipping file storage deletion for non-file source: %s", identification) + logger.debug( + "Skipping file storage deletion for non-file source: %s", + identification, + ) except Exception as e: error_messages += f"Error while deleting {identification} from file storage\n {str(e)}\n" return error_messages diff --git a/libs/admin-api-lib/src/admin_api_lib/impl/api_endpoints/default_file_uploader.py b/libs/admin-api-lib/src/admin_api_lib/impl/api_endpoints/default_file_uploader.py index 2ee3adf8..e47b8e0a 100644 --- a/libs/admin-api-lib/src/admin_api_lib/impl/api_endpoints/default_file_uploader.py +++ b/libs/admin-api-lib/src/admin_api_lib/impl/api_endpoints/default_file_uploader.py @@ -11,15 +11,23 @@ from langchain_core.documents import Document from admin_api_lib.file_services.file_service import FileService -from admin_api_lib.extractor_api_client.openapi_client.models.extraction_request import ExtractionRequest +from admin_api_lib.extractor_api_client.openapi_client.models.extraction_request import ( + ExtractionRequest, +) from admin_api_lib.api_endpoints.file_uploader import FileUploader -from admin_api_lib.extractor_api_client.openapi_client.api.extractor_api import ExtractorApi +from admin_api_lib.extractor_api_client.openapi_client.api.extractor_api import ( + ExtractorApi, +) from admin_api_lib.rag_backend_client.openapi_client.api.rag_api import RagApi -from admin_api_lib.impl.mapper.informationpiece2document import InformationPiece2Document +from admin_api_lib.impl.mapper.informationpiece2document import ( + InformationPiece2Document, +) from admin_api_lib.api_endpoints.document_deleter import DocumentDeleter from admin_api_lib.chunker.chunker import Chunker from admin_api_lib.models.status import Status -from admin_api_lib.impl.key_db.file_status_key_value_store import FileStatusKeyValueStore +from admin_api_lib.impl.key_db.file_status_key_value_store import ( + FileStatusKeyValueStore, +) from admin_api_lib.impl.api_endpoints.upload_pipeline_mixin import ( UploadCancelledError, UploadPipelineMixin, @@ -226,7 +234,10 @@ async def _handle_source_upload( if self._key_value_store.is_cancelled_or_stale(source_name, run_id): await self._abest_effort_cleanup_cancelled(source_name) - logger.info("Upload for %s finished after cancellation request; cleaned up artifacts.", source_name) + logger.info( + "Upload for %s finished after cancellation request; cleaned up artifacts.", + source_name, + ) return self._key_value_store.upsert(source_name, Status.READY) @@ -237,7 +248,10 @@ async def _handle_source_upload( logger.info("Upload cancelled for %s.", source_name) except Exception: if self._key_value_store.is_cancelled_or_stale(source_name, run_id): - logger.info("Upload for %s stopped because cancellation was requested.", source_name) + logger.info( + "Upload for %s stopped because cancellation was requested.", + source_name, + ) return self._key_value_store.upsert(source_name, Status.ERROR) logger.exception("Error while uploading %s", source_name) diff --git a/libs/admin-api-lib/src/admin_api_lib/impl/api_endpoints/default_source_uploader.py b/libs/admin-api-lib/src/admin_api_lib/impl/api_endpoints/default_source_uploader.py index f0e5d16b..adb2f9d9 100644 --- a/libs/admin-api-lib/src/admin_api_lib/impl/api_endpoints/default_source_uploader.py +++ b/libs/admin-api-lib/src/admin_api_lib/impl/api_endpoints/default_source_uploader.py @@ -8,17 +8,25 @@ from pydantic import StrictStr from fastapi import status, HTTPException -from admin_api_lib.extractor_api_client.openapi_client.api.extractor_api import ExtractorApi -from admin_api_lib.extractor_api_client.openapi_client.models.extraction_parameters import ExtractionParameters +from admin_api_lib.extractor_api_client.openapi_client.api.extractor_api import ( + ExtractorApi, +) +from admin_api_lib.extractor_api_client.openapi_client.models.extraction_parameters import ( + ExtractionParameters, +) from admin_api_lib.impl.settings.source_uploader_settings import SourceUploaderSettings from admin_api_lib.models.key_value_pair import KeyValuePair from admin_api_lib.rag_backend_client.openapi_client.api.rag_api import RagApi -from admin_api_lib.impl.mapper.informationpiece2document import InformationPiece2Document +from admin_api_lib.impl.mapper.informationpiece2document import ( + InformationPiece2Document, +) from admin_api_lib.api_endpoints.document_deleter import DocumentDeleter from admin_api_lib.api_endpoints.source_uploader import SourceUploader from admin_api_lib.chunker.chunker import Chunker from admin_api_lib.models.status import Status -from admin_api_lib.impl.key_db.file_status_key_value_store import FileStatusKeyValueStore +from admin_api_lib.impl.key_db.file_status_key_value_store import ( + FileStatusKeyValueStore, +) from admin_api_lib.impl.api_endpoints.upload_pipeline_mixin import ( UploadCancelledError, UploadPipelineMixin, @@ -163,7 +171,9 @@ async def _aextract_information_pieces( information_pieces = await asyncio.to_thread( self._extractor_api.extract_from_source, ExtractionParameters( - source_type=source_type, document_name=source_name, kwargs=[x.to_dict() for x in kwargs] + source_type=source_type, + document_name=source_name, + kwargs=[x.to_dict() for x in kwargs], ), ) if not information_pieces: @@ -188,7 +198,10 @@ def _thread_worker(self, source_name, source_type, kwargs, timeout, run_id: str) ) except asyncio.TimeoutError: if self._key_value_store.is_cancelled_or_stale(source_name, run_id): - logger.info("Timed out worker for %s ignored because upload was cancelled.", source_name) + logger.info( + "Timed out worker for %s ignored because upload was cancelled.", + source_name, + ) return logger.error( "Upload of %s timed out after %s seconds (increase SOURCE_UPLOADER_TIMEOUT to allow longer ingestions)", @@ -198,7 +211,10 @@ def _thread_worker(self, source_name, source_type, kwargs, timeout, run_id: str) self._key_value_store.upsert(source_name, Status.ERROR) except Exception: if self._key_value_store.is_cancelled_or_stale(source_name, run_id): - logger.info("Worker exception for %s ignored because upload was cancelled.", source_name) + logger.info( + "Worker exception for %s ignored because upload was cancelled.", + source_name, + ) return logger.exception("Error while uploading %s", source_name) self._key_value_store.upsert(source_name, Status.ERROR) @@ -242,7 +258,10 @@ async def _handle_source_upload( if self._key_value_store.is_cancelled_or_stale(source_name, run_id): await self._abest_effort_cleanup_cancelled(source_name) - logger.info("Upload for %s finished after cancellation request; cleaned up artifacts.", source_name) + logger.info( + "Upload for %s finished after cancellation request; cleaned up artifacts.", + source_name, + ) return self._key_value_store.upsert(source_name, Status.READY) @@ -253,7 +272,10 @@ async def _handle_source_upload( logger.info("Upload cancelled for %s.", source_name) except Exception: if self._key_value_store.is_cancelled_or_stale(source_name, run_id): - logger.info("Upload for %s stopped because cancellation was requested.", source_name) + logger.info( + "Upload for %s stopped because cancellation was requested.", + source_name, + ) return self._key_value_store.upsert(source_name, Status.ERROR) logger.exception("Error while uploading %s", source_name) diff --git a/libs/admin-api-lib/src/admin_api_lib/impl/api_endpoints/upload_pipeline_mixin.py b/libs/admin-api-lib/src/admin_api_lib/impl/api_endpoints/upload_pipeline_mixin.py index 864a85f4..f45b7bb5 100644 --- a/libs/admin-api-lib/src/admin_api_lib/impl/api_endpoints/upload_pipeline_mixin.py +++ b/libs/admin-api-lib/src/admin_api_lib/impl/api_endpoints/upload_pipeline_mixin.py @@ -9,8 +9,12 @@ from admin_api_lib.api_endpoints.document_deleter import DocumentDeleter from admin_api_lib.chunker.chunker import Chunker -from admin_api_lib.impl.key_db.file_status_key_value_store import FileStatusKeyValueStore -from admin_api_lib.impl.mapper.informationpiece2document import InformationPiece2Document +from admin_api_lib.impl.key_db.file_status_key_value_store import ( + FileStatusKeyValueStore, +) +from admin_api_lib.impl.mapper.informationpiece2document import ( + InformationPiece2Document, +) class UploadCancelledError(Exception): diff --git a/libs/admin-api-lib/src/admin_api_lib/impl/chunker/semantic_text_chunker.py b/libs/admin-api-lib/src/admin_api_lib/impl/chunker/semantic_text_chunker.py index 40e3f81b..e57a7903 100644 --- a/libs/admin-api-lib/src/admin_api_lib/impl/chunker/semantic_text_chunker.py +++ b/libs/admin-api-lib/src/admin_api_lib/impl/chunker/semantic_text_chunker.py @@ -14,13 +14,14 @@ from langchain_core.documents import Document from langchain_core.embeddings import Embeddings -from langchain_experimental.text_splitter import SemanticChunker as LangchainSemanticChunker +from langchain_experimental.text_splitter import ( + SemanticChunker as LangchainSemanticChunker, +) from langchain_text_splitters import RecursiveCharacterTextSplitter from nltk.tokenize import PunktSentenceTokenizer from admin_api_lib.chunker.chunker import Chunker - logger = logging.getLogger(__name__) diff --git a/libs/admin-api-lib/src/admin_api_lib/impl/key_db/file_status_key_value_store.py b/libs/admin-api-lib/src/admin_api_lib/impl/key_db/file_status_key_value_store.py index 947c9777..19242f76 100644 --- a/libs/admin-api-lib/src/admin_api_lib/impl/key_db/file_status_key_value_store.py +++ b/libs/admin-api-lib/src/admin_api_lib/impl/key_db/file_status_key_value_store.py @@ -147,7 +147,8 @@ def remove(self, file_name: str) -> None: correct_file_name = [x for x in all_documents if x[0] == file_name] for file_name_related in correct_file_name: self._redis.srem( - self.STORAGE_KEY, FileStatusKeyValueStore._to_str(file_name_related[0], file_name_related[1]) + self.STORAGE_KEY, + FileStatusKeyValueStore._to_str(file_name_related[0], file_name_related[1]), ) def get_all(self) -> list[tuple[str, Status]]: diff --git a/libs/admin-api-lib/src/admin_api_lib/impl/mapper/informationpiece2document.py b/libs/admin-api-lib/src/admin_api_lib/impl/mapper/informationpiece2document.py index a3a40cea..6cbe7aa4 100644 --- a/libs/admin-api-lib/src/admin_api_lib/impl/mapper/informationpiece2document.py +++ b/libs/admin-api-lib/src/admin_api_lib/impl/mapper/informationpiece2document.py @@ -41,7 +41,9 @@ class InformationPiece2Document: METADATA_TYPE_KEY = "type" @staticmethod - def extractor_information_piece2document(info: ExtractorInformationPiece) -> LangchainDocument: + def extractor_information_piece2document( + info: ExtractorInformationPiece, + ) -> LangchainDocument: """ Convert an ExtractorInformationPiece instance to a LangchainDocument instance. @@ -68,7 +70,9 @@ def extractor_information_piece2document(info: ExtractorInformationPiece) -> Lan return LangchainDocument(page_content=info.page_content, metadata=metadata) @staticmethod - def document2rag_information_piece(document: LangchainDocument) -> RagInformationPiece: + def document2rag_information_piece( + document: LangchainDocument, + ) -> RagInformationPiece: """ Convert a LangchainDocument to a RagInformationPiece. diff --git a/libs/admin-api-lib/src/admin_api_lib/impl/summarizer/langchain_summarizer.py b/libs/admin-api-lib/src/admin_api_lib/impl/summarizer/langchain_summarizer.py index c4c4c2ee..6972ff0a 100644 --- a/libs/admin-api-lib/src/admin_api_lib/impl/summarizer/langchain_summarizer.py +++ b/libs/admin-api-lib/src/admin_api_lib/impl/summarizer/langchain_summarizer.py @@ -18,7 +18,10 @@ from rag_core_lib.impl.langfuse_manager.langfuse_manager import LangfuseManager from rag_core_lib.impl.settings.retry_decorator_settings import RetryDecoratorSettings from rag_core_lib.impl.utils.async_threadsafe_semaphore import AsyncThreadsafeSemaphore -from rag_core_lib.impl.utils.retry_decorator import create_retry_decorator_settings, retry_with_backoff +from rag_core_lib.impl.utils.retry_decorator import ( + create_retry_decorator_settings, + retry_with_backoff, +) logger = logging.getLogger(__name__) diff --git a/libs/admin-api-lib/src/admin_api_lib/models/document_status.py b/libs/admin-api-lib/src/admin_api_lib/models/document_status.py index 89b09d86..f3ee634d 100644 --- a/libs/admin-api-lib/src/admin_api_lib/models/document_status.py +++ b/libs/admin-api-lib/src/admin_api_lib/models/document_status.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import pprint import re # noqa: F401 diff --git a/libs/admin-api-lib/src/admin_api_lib/models/http_validation_error.py b/libs/admin-api-lib/src/admin_api_lib/models/http_validation_error.py index 7d5feeb0..4e51f60c 100644 --- a/libs/admin-api-lib/src/admin_api_lib/models/http_validation_error.py +++ b/libs/admin-api-lib/src/admin_api_lib/models/http_validation_error.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import pprint import re # noqa: F401 diff --git a/libs/admin-api-lib/src/admin_api_lib/models/key_value_pair.py b/libs/admin-api-lib/src/admin_api_lib/models/key_value_pair.py index 3d46e018..d268b1d7 100644 --- a/libs/admin-api-lib/src/admin_api_lib/models/key_value_pair.py +++ b/libs/admin-api-lib/src/admin_api_lib/models/key_value_pair.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import pprint import re # noqa: F401 diff --git a/libs/admin-api-lib/src/admin_api_lib/models/status.py b/libs/admin-api-lib/src/admin_api_lib/models/status.py index 3b24b730..d8611539 100644 --- a/libs/admin-api-lib/src/admin_api_lib/models/status.py +++ b/libs/admin-api-lib/src/admin_api_lib/models/status.py @@ -11,14 +11,12 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json import pprint import re # noqa: F401 from enum import Enum - try: from typing import Self except ImportError: diff --git a/libs/admin-api-lib/src/admin_api_lib/models/validation_error.py b/libs/admin-api-lib/src/admin_api_lib/models/validation_error.py index ac389ab9..8ada6226 100644 --- a/libs/admin-api-lib/src/admin_api_lib/models/validation_error.py +++ b/libs/admin-api-lib/src/admin_api_lib/models/validation_error.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import pprint import re # noqa: F401 diff --git a/libs/admin-api-lib/src/admin_api_lib/models/validation_error_loc_inner.py b/libs/admin-api-lib/src/admin_api_lib/models/validation_error_loc_inner.py index e4876693..0ecbb3d5 100644 --- a/libs/admin-api-lib/src/admin_api_lib/models/validation_error_loc_inner.py +++ b/libs/admin-api-lib/src/admin_api_lib/models/validation_error_loc_inner.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import pprint import re # noqa: F401 diff --git a/libs/admin-api-lib/src/admin_api_lib/prompt_templates/summarize_prompt.py b/libs/admin-api-lib/src/admin_api_lib/prompt_templates/summarize_prompt.py index 9316d84b..6f96aa33 100644 --- a/libs/admin-api-lib/src/admin_api_lib/prompt_templates/summarize_prompt.py +++ b/libs/admin-api-lib/src/admin_api_lib/prompt_templates/summarize_prompt.py @@ -1,6 +1,10 @@ """Module for the summarize prompt template.""" -from langchain_core.prompts import ChatPromptTemplate, SystemMessagePromptTemplate, HumanMessagePromptTemplate +from langchain_core.prompts import ( + ChatPromptTemplate, + SystemMessagePromptTemplate, + HumanMessagePromptTemplate, +) SUMMARIZE_PROMPT = ChatPromptTemplate.from_messages( [ diff --git a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/__init__.py b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/__init__.py index 002110bc..90160d39 100644 --- a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/__init__.py +++ b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/__init__.py @@ -13,7 +13,6 @@ Do not edit the class manually. """ # noqa: E501 - __version__ = "1.0.0" # import apis into sdk package diff --git a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/api/rag_api.py b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/api/rag_api.py index b2bad96e..c415aa01 100644 --- a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/api/rag_api.py +++ b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/api/rag_api.py @@ -336,7 +336,10 @@ def evaluate( """ # noqa: E501 _param = self._evaluate_serialize( - _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index + _request_auth=_request_auth, + _content_type=_content_type, + _headers=_headers, + _host_index=_host_index, ) _response_types_map: Dict[str, Optional[str]] = { @@ -389,7 +392,10 @@ def evaluate_with_http_info( """ # noqa: E501 _param = self._evaluate_serialize( - _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index + _request_auth=_request_auth, + _content_type=_content_type, + _headers=_headers, + _host_index=_host_index, ) _response_types_map: Dict[str, Optional[str]] = { @@ -442,7 +448,10 @@ def evaluate_without_preload_content( """ # noqa: E501 _param = self._evaluate_serialize( - _request_auth=_request_auth, _content_type=_content_type, _headers=_headers, _host_index=_host_index + _request_auth=_request_auth, + _content_type=_content_type, + _headers=_headers, + _host_index=_host_index, ) _response_types_map: Dict[str, Optional[str]] = { diff --git a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/api_client.py b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/api_client.py index 92cae57f..7ede6a50 100644 --- a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/api_client.py +++ b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/api_client.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - import datetime import decimal import json @@ -201,7 +200,13 @@ def param_serialize( # auth setting self.update_params_for_auth( - header_params, query_params, auth_settings, resource_path, method, body, request_auth=_request_auth + header_params, + query_params, + auth_settings, + resource_path, + method, + body, + request_auth=_request_auth, ) # body @@ -224,7 +229,13 @@ def param_serialize( return method, url, header_params, body, post_params def call_api( - self, method, url, header_params=None, body=None, post_params=None, _request_timeout=None + self, + method, + url, + header_params=None, + body=None, + post_params=None, + _request_timeout=None, ) -> rest.RESTResponse: """Makes the HTTP request (synchronous) :param method: Method to call. @@ -255,7 +266,9 @@ def call_api( return response_data def response_deserialize( - self, response_data: rest.RESTResponse, response_types_map: Optional[Dict[str, ApiResponseT]] = None + self, + response_data: rest.RESTResponse, + response_types_map: Optional[Dict[str, ApiResponseT]] = None, ) -> ApiResponse[ApiResponseT]: """Deserializes response into an object. :param response_data: RESTResponse object to be deserialized. @@ -367,7 +380,11 @@ def deserialize(self, response_text: str, response_type: str, content_type: Opti data = json.loads(response_text) except ValueError: data = response_text - elif re.match(r"^application/(json|[\w!#$&.+-^_]+\+json)\s*(;|$)", content_type, re.IGNORECASE): + elif re.match( + r"^application/(json|[\w!#$&.+-^_]+\+json)\s*(;|$)", + content_type, + re.IGNORECASE, + ): if response_text == "": data = "" else: @@ -551,7 +568,14 @@ def select_header_content_type(self, content_types): return content_types[0] def update_params_for_auth( - self, headers, queries, auth_settings, resource_path, method, body, request_auth=None + self, + headers, + queries, + auth_settings, + resource_path, + method, + body, + request_auth=None, ) -> None: """Updates header and query params based on authentication setting. @@ -673,7 +697,10 @@ def __deserialize_datetime(self, string): except ImportError: return string except ValueError: - raise rest.ApiException(status=0, reason=("Failed to parse `{0}` as datetime object".format(string))) + raise rest.ApiException( + status=0, + reason=("Failed to parse `{0}` as datetime object".format(string)), + ) def __deserialize_enum(self, data, klass): """Deserializes primitive type to enum. diff --git a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/configuration.py b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/configuration.py index aa6948ba..80ca7fad 100644 --- a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/configuration.py +++ b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/configuration.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - import copy import http.client as httplib import logging diff --git a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/__init__.py b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/__init__.py index 1a495e9b..d9d2ed53 100644 --- a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/__init__.py +++ b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/__init__.py @@ -12,7 +12,6 @@ Do not edit the class manually. """ # noqa: E501 - # import models into model package from admin_api_lib.rag_backend_client.openapi_client.models.chat_history import ( ChatHistory, diff --git a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/chat_history.py b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/chat_history.py index 356bad95..86f71cf7 100644 --- a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/chat_history.py +++ b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/chat_history.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json diff --git a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/chat_history_message.py b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/chat_history_message.py index 3742c2b3..8596f071 100644 --- a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/chat_history_message.py +++ b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/chat_history_message.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json diff --git a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/chat_request.py b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/chat_request.py index fbf10e4e..8d274544 100644 --- a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/chat_request.py +++ b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/chat_request.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json @@ -86,7 +85,7 @@ def from_dict(cls, obj: Optional[Dict[str, Any]]) -> Optional[Self]: _obj = cls.model_validate( { - "history": ChatHistory.from_dict(obj["history"]) if obj.get("history") is not None else None, + "history": (ChatHistory.from_dict(obj["history"]) if obj.get("history") is not None else None), "message": obj.get("message"), } ) diff --git a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/chat_response.py b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/chat_response.py index cf7ccaca..9d6bcbc1 100644 --- a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/chat_response.py +++ b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/chat_response.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json diff --git a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/chat_role.py b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/chat_role.py index 21dfd302..47c60beb 100644 --- a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/chat_role.py +++ b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/chat_role.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json diff --git a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/content_type.py b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/content_type.py index 80d6d022..9e417719 100644 --- a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/content_type.py +++ b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/content_type.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json diff --git a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/delete_request.py b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/delete_request.py index 43e822f2..5ca5ffe6 100644 --- a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/delete_request.py +++ b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/delete_request.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json diff --git a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/information_piece.py b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/information_piece.py index 82c2a68e..2871db0c 100644 --- a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/information_piece.py +++ b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/information_piece.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json diff --git a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/key_value_pair.py b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/key_value_pair.py index 8d71170d..f42959da 100644 --- a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/key_value_pair.py +++ b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/models/key_value_pair.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json diff --git a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/rest.py b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/rest.py index 5417fcec..a93b1c7f 100644 --- a/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/rest.py +++ b/libs/admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/rest.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - import io import json import re @@ -110,7 +109,15 @@ def __init__(self, configuration) -> None: else: self.pool_manager = urllib3.PoolManager(**pool_args) - def request(self, method, url, headers=None, body=None, post_params=None, _request_timeout=None): + def request( + self, + method, + url, + headers=None, + body=None, + post_params=None, + _request_timeout=None, + ): """Perform requests. :param method: http request method @@ -151,7 +158,12 @@ def request(self, method, url, headers=None, body=None, post_params=None, _reque if body is not None: request_body = json.dumps(body) r = self.pool_manager.request( - method, url, body=request_body, timeout=timeout, headers=headers, preload_content=False + method, + url, + body=request_body, + timeout=timeout, + headers=headers, + preload_content=False, ) elif content_type == "application/x-www-form-urlencoded": r = self.pool_manager.request( @@ -184,12 +196,22 @@ def request(self, method, url, headers=None, body=None, post_params=None, _reque # provided in serialized form. elif isinstance(body, str) or isinstance(body, bytes): r = self.pool_manager.request( - method, url, body=body, timeout=timeout, headers=headers, preload_content=False + method, + url, + body=body, + timeout=timeout, + headers=headers, + preload_content=False, ) elif headers["Content-Type"].startswith("text/") and isinstance(body, bool): request_body = "true" if body else "false" r = self.pool_manager.request( - method, url, body=request_body, preload_content=False, timeout=timeout, headers=headers + method, + url, + body=request_body, + preload_content=False, + timeout=timeout, + headers=headers, ) else: # Cannot generate the request from given parameters @@ -200,7 +222,12 @@ def request(self, method, url, headers=None, body=None, post_params=None, _reque # For `GET`, `HEAD` else: r = self.pool_manager.request( - method, url, fields={}, timeout=timeout, headers=headers, preload_content=False + method, + url, + fields={}, + timeout=timeout, + headers=headers, + preload_content=False, ) except urllib3.exceptions.SSLError as e: msg = "\n".join([type(e).__name__, str(e)]) diff --git a/libs/extractor-api-lib/poetry.lock b/libs/extractor-api-lib/poetry.lock index e51b91d5..ad963cc9 100644 --- a/libs/extractor-api-lib/poetry.lock +++ b/libs/extractor-api-lib/poetry.lock @@ -492,54 +492,54 @@ lxml = ["lxml"] [[package]] name = "black" -version = "25.12.0" +version = "26.5.1" description = "The uncompromising code formatter." optional = false python-versions = ">=3.10" groups = ["lint"] files = [ - {file = "black-25.12.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f85ba1ad15d446756b4ab5f3044731bf68b777f8f9ac9cdabd2425b97cd9c4e8"}, - {file = "black-25.12.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:546eecfe9a3a6b46f9d69d8a642585a6eaf348bcbbc4d87a19635570e02d9f4a"}, - {file = "black-25.12.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = 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= ">=0.49.1" markitdown = {version = "^0.1.3", extras = ["all"]} -docling = "2.73.1" +docling = "2.95.0" torch = [ { version = "2.10.0", source = "pytorch_cpu", markers = "sys_platform == 'darwin'" }, { version = "2.10.0+cpu", source = "pytorch_cpu", markers = "sys_platform != 'darwin'" }, @@ -163,7 +163,7 @@ flake8-simplify = "^0.30.0" flake8-wot = "^0.2.0" flake8-function-order = "^0.0.5" flake8-tidy-imports = "^4.10.0" -black = "^25.1.0" +black = "^26.3.1" flake8-logging-format = "^2024.24.12" flake8-docstrings = "^1.7.0" diff --git a/libs/extractor-api-lib/src/extractor_api_lib/apis/extractor_api.py b/libs/extractor-api-lib/src/extractor_api_lib/apis/extractor_api.py index 4f9e4e5d..fe23ac6f 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/apis/extractor_api.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/apis/extractor_api.py @@ -29,7 +29,6 @@ from extractor_api_lib.models.extraction_request import ExtractionRequest from extractor_api_lib.models.information_piece import InformationPiece - router = APIRouter() ns_pkg = extractor_api_lib.impl @@ -40,7 +39,10 @@ @router.post( "/extract_from_file", responses={ - 200: {"model": List[InformationPiece], "description": "List of extracted information."}, + 200: { + "model": List[InformationPiece], + "description": "List of extracted information.", + }, 422: {"description": "Body is not a valid PDF."}, 500: {"description": "Something somewhere went terribly wrong."}, }, diff --git a/libs/extractor-api-lib/src/extractor_api_lib/extractors/information_extractor.py b/libs/extractor-api-lib/src/extractor_api_lib/extractors/information_extractor.py index 5b13f44f..96797962 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/extractors/information_extractor.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/extractors/information_extractor.py @@ -5,7 +5,9 @@ from extractor_api_lib.models.extraction_parameters import ExtractionParameters from extractor_api_lib.impl.types.extractor_types import ExtractorTypes -from extractor_api_lib.models.dataclasses.internal_information_piece import InternalInformationPiece +from extractor_api_lib.models.dataclasses.internal_information_piece import ( + InternalInformationPiece, +) class InformationExtractor(ABC): diff --git a/libs/extractor-api-lib/src/extractor_api_lib/extractors/information_file_extractor.py b/libs/extractor-api-lib/src/extractor_api_lib/extractors/information_file_extractor.py index 7897c19f..7d886058 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/extractors/information_file_extractor.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/extractors/information_file_extractor.py @@ -4,7 +4,9 @@ from pathlib import Path from extractor_api_lib.impl.types.file_type import FileType -from extractor_api_lib.models.dataclasses.internal_information_piece import InternalInformationPiece +from extractor_api_lib.models.dataclasses.internal_information_piece import ( + InternalInformationPiece, +) from extractor_api_lib.file_services.file_service import FileService diff --git a/libs/extractor-api-lib/src/extractor_api_lib/impl/api_endpoints/general_file_extractor.py b/libs/extractor-api-lib/src/extractor_api_lib/impl/api_endpoints/general_file_extractor.py index bf8ecf58..6dc3fc07 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/impl/api_endpoints/general_file_extractor.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/impl/api_endpoints/general_file_extractor.py @@ -5,11 +5,17 @@ import tempfile from extractor_api_lib.api_endpoints.file_extractor import FileExtractor -from extractor_api_lib.impl.mapper.internal2external_information_piece import Internal2ExternalInformationPiece +from extractor_api_lib.impl.mapper.internal2external_information_piece import ( + Internal2ExternalInformationPiece, +) from extractor_api_lib.models.extraction_request import ExtractionRequest from extractor_api_lib.file_services.file_service import FileService -from extractor_api_lib.extractors.information_file_extractor import InformationFileExtractor -from extractor_api_lib.models.dataclasses.internal_information_piece import InternalInformationPiece +from extractor_api_lib.extractors.information_file_extractor import ( + InformationFileExtractor, +) +from extractor_api_lib.models.dataclasses.internal_information_piece import ( + InternalInformationPiece, +) from extractor_api_lib.models.information_piece import InformationPiece logger = logging.getLogger(__name__) @@ -107,7 +113,9 @@ def _extractor_matches_file_type(extractor, ft: str) -> bool: raise ValueError(f"No extractor found for file-ending {file_type}") results = await self._run_extractors_with_fallback( - list(reversed(correct_extractors)), temp_file_path, extraction_request.document_name + list(reversed(correct_extractors)), + temp_file_path, + extraction_request.document_name, ) return [self._mapper.map_internal_to_external(x) for x in results if x.page_content is not None] diff --git a/libs/extractor-api-lib/src/extractor_api_lib/impl/api_endpoints/general_source_extractor.py b/libs/extractor-api-lib/src/extractor_api_lib/impl/api_endpoints/general_source_extractor.py index 10d8cd52..b37244ec 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/impl/api_endpoints/general_source_extractor.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/impl/api_endpoints/general_source_extractor.py @@ -5,10 +5,11 @@ from extractor_api_lib.models.extraction_parameters import ExtractionParameters from extractor_api_lib.extractors.information_extractor import InformationExtractor from extractor_api_lib.models.information_piece import InformationPiece -from extractor_api_lib.impl.mapper.internal2external_information_piece import Internal2ExternalInformationPiece +from extractor_api_lib.impl.mapper.internal2external_information_piece import ( + Internal2ExternalInformationPiece, +) from extractor_api_lib.api_endpoints.source_extractor import SourceExtractor - logger = logging.getLogger(__name__) @@ -20,7 +21,11 @@ class GeneralSourceExtractor(SourceExtractor): appropriate extractor based on the file type of the document. """ - def __init__(self, available_extractors: list[InformationExtractor], mapper: Internal2ExternalInformationPiece): + def __init__( + self, + available_extractors: list[InformationExtractor], + mapper: Internal2ExternalInformationPiece, + ): """ Initialize the GeneralExtractor. diff --git a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/confluence_extractor.py b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/confluence_extractor.py index 72aab84f..40abe499 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/confluence_extractor.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/confluence_extractor.py @@ -4,7 +4,9 @@ from langchain_community.document_loaders import ConfluenceLoader from extractor_api_lib.impl.types.extractor_types import ExtractorTypes -from extractor_api_lib.models.dataclasses.internal_information_piece import InternalInformationPiece +from extractor_api_lib.models.dataclasses.internal_information_piece import ( + InternalInformationPiece, +) from extractor_api_lib.models.extraction_parameters import ExtractionParameters from extractor_api_lib.extractors.information_extractor import InformationExtractor from extractor_api_lib.impl.mapper.confluence_langchain_document2information_piece import ( @@ -12,7 +14,6 @@ ) from langchain_community.document_loaders.confluence import ContentFormat - logger = logging.getLogger(__name__) diff --git a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/docling_extractor.py b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/docling_extractor.py index ddf92bd9..ca1eb934 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/docling_extractor.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/docling_extractor.py @@ -22,13 +22,20 @@ ) from docling_core.types.doc import TableItem, TextItem -from extractor_api_lib.extractors.information_file_extractor import InformationFileExtractor +from extractor_api_lib.extractors.information_file_extractor import ( + InformationFileExtractor, +) from extractor_api_lib.file_services.file_service import FileService from extractor_api_lib.impl.types.content_type import ContentType from extractor_api_lib.impl.types.file_type import FileType from extractor_api_lib.impl.utils.utils import hash_datetime -from extractor_api_lib.models.dataclasses.internal_information_piece import InternalInformationPiece -from docling.datamodel.pipeline_options import PdfPipelineOptions, TesseractCliOcrOptions +from extractor_api_lib.models.dataclasses.internal_information_piece import ( + InternalInformationPiece, +) +from docling.datamodel.pipeline_options import ( + PdfPipelineOptions, + TesseractCliOcrOptions, +) logger = logging.getLogger(__name__) diff --git a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/image_extractor.py b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/image_extractor.py index a2475013..912c5bbc 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/image_extractor.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/image_extractor.py @@ -8,12 +8,16 @@ import pytesseract from pytesseract import TesseractError -from extractor_api_lib.extractors.information_file_extractor import InformationFileExtractor +from extractor_api_lib.extractors.information_file_extractor import ( + InformationFileExtractor, +) from extractor_api_lib.file_services.file_service import FileService from extractor_api_lib.impl.types.content_type import ContentType from extractor_api_lib.impl.types.file_type import FileType from extractor_api_lib.impl.utils.utils import hash_datetime -from extractor_api_lib.models.dataclasses.internal_information_piece import InternalInformationPiece +from extractor_api_lib.models.dataclasses.internal_information_piece import ( + InternalInformationPiece, +) logger = logging.getLogger(__name__) @@ -24,7 +28,12 @@ class TesseractImageExtractor(InformationFileExtractor): DEFAULT_LANGUAGES: tuple[str, ...] = ("eng", "deu") ORIGIN = "tesseract-image" - def __init__(self, file_service: FileService, languages: Sequence[str] | None = None, psm: int = 6): + def __init__( + self, + file_service: FileService, + languages: Sequence[str] | None = None, + psm: int = 6, + ): """Initialize the TesseractImageExtractor with the given FileService. Parameters diff --git a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/markitdown_extractor.py b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/markitdown_extractor.py index 3184a8c0..bd4cb83c 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/markitdown_extractor.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/markitdown_extractor.py @@ -10,7 +10,9 @@ from markitdown import MarkItDown from pypdf import PdfReader, PdfWriter -from extractor_api_lib.extractors.information_file_extractor import InformationFileExtractor +from extractor_api_lib.extractors.information_file_extractor import ( + InformationFileExtractor, +) from extractor_api_lib.file_services.file_service import FileService from extractor_api_lib.impl.types.content_type import ContentType from extractor_api_lib.impl.types.file_type import FileType diff --git a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/ms_docs_extractor.py b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/ms_docs_extractor.py index 1db8210e..619afb33 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/ms_docs_extractor.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/ms_docs_extractor.py @@ -12,11 +12,15 @@ from extractor_api_lib.file_services.file_service import FileService -from extractor_api_lib.extractors.information_file_extractor import InformationFileExtractor +from extractor_api_lib.extractors.information_file_extractor import ( + InformationFileExtractor, +) from extractor_api_lib.impl.types.content_type import ContentType from extractor_api_lib.impl.types.file_type import FileType from extractor_api_lib.impl.utils.utils import hash_datetime -from extractor_api_lib.models.dataclasses.internal_information_piece import InternalInformationPiece +from extractor_api_lib.models.dataclasses.internal_information_piece import ( + InternalInformationPiece, +) from extractor_api_lib.table_converter.dataframe_converter import DataframeConverter logger = logging.getLogger(__name__) @@ -109,7 +113,13 @@ def _process_elements(self, elements: list[Element], document_name: str) -> list old_page = current_page if el.text.strip(): - self._process_element(el, page_content_lines, processed_elements, document_name, current_page) + self._process_element( + el, + page_content_lines, + processed_elements, + document_name, + current_page, + ) if page_content_lines: processed_elements.append(self._create_text_piece(document_name, current_page, page_content_lines)) diff --git a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/pdf_extractor.py b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/pdf_extractor.py index 9d807528..268bf9a8 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/pdf_extractor.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/pdf_extractor.py @@ -20,10 +20,14 @@ from extractor_api_lib.impl.types.content_type import ContentType from extractor_api_lib.impl.types.file_type import FileType from extractor_api_lib.impl.utils.utils import hash_datetime -from extractor_api_lib.models.dataclasses.internal_information_piece import InternalInformationPiece +from extractor_api_lib.models.dataclasses.internal_information_piece import ( + InternalInformationPiece, +) from extractor_api_lib.table_converter.dataframe_converter import DataframeConverter from extractor_api_lib.file_services.file_service import FileService -from extractor_api_lib.extractors.information_file_extractor import InformationFileExtractor +from extractor_api_lib.extractors.information_file_extractor import ( + InformationFileExtractor, +) logger = logging.getLogger(__name__) logging.getLogger("pdfminer").setLevel(logging.WARNING) @@ -139,7 +143,7 @@ async def aextract_content(self, file_path: Path, name: str) -> list[InternalInf is_text_based = self._is_text_based(page) - (new_pdf_elements, current_title) = self._extract_content_from_page( + new_pdf_elements, current_title = self._extract_content_from_page( page_index=page_idx, page=page, is_text_based=is_text_based, @@ -264,7 +268,12 @@ def _extract_text_from_scanned_page( rough_text = pytesseract.image_to_string(image, lang="eng") if not rough_text and with_image_masking: return self._extract_text_from_scanned_page( - page, scale_x, scale_y, original_image, pdf_page_height, with_image_masking=False + page, + scale_x, + scale_y, + original_image, + pdf_page_height, + with_image_masking=False, ) lang_code = self._auto_detect_language(rough_text) tesseract_lang = self._lang_map.get(lang_code, "eng") diff --git a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/xml_extractor.py b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/xml_extractor.py index 997ede20..f8448f21 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/xml_extractor.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/xml_extractor.py @@ -10,11 +10,15 @@ from unstructured.partition.xml import partition_xml from extractor_api_lib.file_services.file_service import FileService -from extractor_api_lib.extractors.information_file_extractor import InformationFileExtractor +from extractor_api_lib.extractors.information_file_extractor import ( + InformationFileExtractor, +) from extractor_api_lib.impl.types.content_type import ContentType from extractor_api_lib.impl.types.file_type import FileType from extractor_api_lib.impl.utils.utils import hash_datetime -from extractor_api_lib.models.dataclasses.internal_information_piece import InternalInformationPiece +from extractor_api_lib.models.dataclasses.internal_information_piece import ( + InternalInformationPiece, +) logger = logging.getLogger(__name__) diff --git a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/sitemap_extractor.py b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/sitemap_extractor.py index 88a87b5c..12fff842 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/sitemap_extractor.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/sitemap_extractor.py @@ -7,7 +7,9 @@ import logging from extractor_api_lib.impl.types.extractor_types import ExtractorTypes -from extractor_api_lib.models.dataclasses.internal_information_piece import InternalInformationPiece +from extractor_api_lib.models.dataclasses.internal_information_piece import ( + InternalInformationPiece, +) from extractor_api_lib.models.extraction_parameters import ExtractionParameters from extractor_api_lib.extractors.information_extractor import InformationExtractor from extractor_api_lib.impl.mapper.sitemap_document2information_piece import ( @@ -66,9 +68,18 @@ def _select_parser_functions( parser_override: Optional[str], ) -> tuple[Optional[callable], Optional[callable]]: mapping = { - "docusaurus": (docusaurus_sitemap_parser_function, docusaurus_sitemap_metadata_parser_function), - "astro": (astro_sitemap_parser_function, astro_sitemap_metadata_parser_function), - "generic": (generic_sitemap_parser_function, generic_sitemap_metadata_parser_function), + "docusaurus": ( + docusaurus_sitemap_parser_function, + docusaurus_sitemap_metadata_parser_function, + ), + "astro": ( + astro_sitemap_parser_function, + astro_sitemap_metadata_parser_function, + ), + "generic": ( + generic_sitemap_parser_function, + generic_sitemap_metadata_parser_function, + ), } if not parser_override: diff --git a/libs/extractor-api-lib/src/extractor_api_lib/impl/mapper/confluence_langchain_document2information_piece.py b/libs/extractor-api-lib/src/extractor_api_lib/impl/mapper/confluence_langchain_document2information_piece.py index 13a01a79..5b01ffe6 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/impl/mapper/confluence_langchain_document2information_piece.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/impl/mapper/confluence_langchain_document2information_piece.py @@ -28,7 +28,7 @@ class ConfluenceLangchainDocument2InformationPiece(SourceLangchainDocument2Infor def _map_meta(self, internal: dict, document_name: str) -> dict: metadata = {} for key, value in internal.items(): - metadata[self.USE_CASE_DOCUMENT_URL_KEY if key == self.SOURCE_LOADER_SOURCE_URL_KEY else key] = value + metadata[(self.USE_CASE_DOCUMENT_URL_KEY if key == self.SOURCE_LOADER_SOURCE_URL_KEY else key)] = value page_title_matches = [v for k, v in metadata.items() if k == self.SOURCE_LOADER_TITLE_KEY] page_title = page_title_matches[0] if page_title_matches else "Unknown Title" diff --git a/libs/extractor-api-lib/src/extractor_api_lib/impl/mapper/internal2external_information_piece.py b/libs/extractor-api-lib/src/extractor_api_lib/impl/mapper/internal2external_information_piece.py index 6c4d6b8f..b2ba70de 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/impl/mapper/internal2external_information_piece.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/impl/mapper/internal2external_information_piece.py @@ -2,7 +2,9 @@ from extractor_api_lib.impl.types.content_type import ContentType as InternalContentType from extractor_api_lib.models.content_type import ContentType as ExternalContentType -from extractor_api_lib.models.dataclasses.internal_information_piece import InternalInformationPiece +from extractor_api_lib.models.dataclasses.internal_information_piece import ( + InternalInformationPiece, +) from extractor_api_lib.models.information_piece import InformationPiece from extractor_api_lib.models.key_value_pair import KeyValuePair as MetaInformationPiece diff --git a/libs/extractor-api-lib/src/extractor_api_lib/impl/mapper/sitemap_document2information_piece.py b/libs/extractor-api-lib/src/extractor_api_lib/impl/mapper/sitemap_document2information_piece.py index 815b3fad..24843113 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/impl/mapper/sitemap_document2information_piece.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/impl/mapper/sitemap_document2information_piece.py @@ -33,7 +33,7 @@ class SitemapLangchainDocument2InformationPiece(SourceLangchainDocument2Informat def _map_meta(self, internal: dict, document_name: str) -> dict: metadata = {} for key, value in internal.items(): - metadata[self.USE_CASE_DOCUMENT_URL_KEY if key == self.SOURCE_LOADER_SOURCE_URL_KEY else key] = value + metadata[(self.USE_CASE_DOCUMENT_URL_KEY if key == self.SOURCE_LOADER_SOURCE_URL_KEY else key)] = value page_title_matches = [v for k, v in metadata.items() if k == self.SOURCE_LOADER_TITLE_KEY] page_title = page_title_matches[0] if page_title_matches else "Unknown Title" diff --git a/libs/extractor-api-lib/src/extractor_api_lib/mapper/source_langchain_document2information_piece.py b/libs/extractor-api-lib/src/extractor_api_lib/mapper/source_langchain_document2information_piece.py index e8505818..c74c1644 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/mapper/source_langchain_document2information_piece.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/mapper/source_langchain_document2information_piece.py @@ -3,7 +3,9 @@ from abc import abstractmethod, ABC from langchain_core.documents import Document as LangchainDocument -from extractor_api_lib.models.dataclasses.internal_information_piece import InternalInformationPiece +from extractor_api_lib.models.dataclasses.internal_information_piece import ( + InternalInformationPiece, +) from extractor_api_lib.models.content_type import ContentType diff --git a/libs/extractor-api-lib/src/extractor_api_lib/models/confluence_parameters.py b/libs/extractor-api-lib/src/extractor_api_lib/models/confluence_parameters.py index 66ad4290..28894f95 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/models/confluence_parameters.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/models/confluence_parameters.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import pprint import re # noqa: F401 @@ -43,7 +42,8 @@ class ConfluenceParameters(BaseModel): description="whether to include file attachments (e.g., images, documents) in the parsed content. Default is `false`.", ) keep_markdown_format: Optional[StrictBool] = Field( - default=True, description="whether to preserve markdown formatting in the output. Default is `true`." + default=True, + description="whether to preserve markdown formatting in the output. Default is `true`.", ) keep_newlines: Optional[StrictBool] = Field( default=True, @@ -132,7 +132,7 @@ def from_dict(cls, obj: Dict) -> Self: "keep_markdown_format": ( obj.get("keep_markdown_format") if obj.get("keep_markdown_format") is not None else True ), - "keep_newlines": obj.get("keep_newlines") if obj.get("keep_newlines") is not None else True, + "keep_newlines": (obj.get("keep_newlines") if obj.get("keep_newlines") is not None else True), "document_name": obj.get("document_name"), "confluence_kwargs": ( [KeyValuePair.from_dict(_item) for _item in obj.get("confluence_kwargs")] diff --git a/libs/extractor-api-lib/src/extractor_api_lib/models/content_type.py b/libs/extractor-api-lib/src/extractor_api_lib/models/content_type.py index ff7be415..bac58473 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/models/content_type.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/models/content_type.py @@ -11,14 +11,12 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json import pprint import re # noqa: F401 from enum import Enum - try: from typing import Self except ImportError: diff --git a/libs/extractor-api-lib/src/extractor_api_lib/models/extraction_parameters.py b/libs/extractor-api-lib/src/extractor_api_lib/models/extraction_parameters.py index e903b4e3..f8620e35 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/models/extraction_parameters.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/models/extraction_parameters.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import pprint import re # noqa: F401 diff --git a/libs/extractor-api-lib/src/extractor_api_lib/models/extraction_request.py b/libs/extractor-api-lib/src/extractor_api_lib/models/extraction_request.py index 3befa42b..d6aed0f9 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/models/extraction_request.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/models/extraction_request.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import pprint import re # noqa: F401 @@ -79,5 +78,10 @@ def from_dict(cls, obj: Dict) -> Self: if not isinstance(obj, dict): return cls.model_validate(obj) - _obj = cls.model_validate({"path_on_s3": obj.get("path_on_s3"), "document_name": obj.get("document_name")}) + _obj = cls.model_validate( + { + "path_on_s3": obj.get("path_on_s3"), + "document_name": obj.get("document_name"), + } + ) return _obj diff --git a/libs/extractor-api-lib/src/extractor_api_lib/models/information_piece.py b/libs/extractor-api-lib/src/extractor_api_lib/models/information_piece.py index 3ffb308b..cde6d950 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/models/information_piece.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/models/information_piece.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import pprint import re # noqa: F401 diff --git a/libs/extractor-api-lib/src/extractor_api_lib/models/key_value_pair.py b/libs/extractor-api-lib/src/extractor_api_lib/models/key_value_pair.py index 3cba5050..39827f47 100644 --- a/libs/extractor-api-lib/src/extractor_api_lib/models/key_value_pair.py +++ b/libs/extractor-api-lib/src/extractor_api_lib/models/key_value_pair.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import pprint import re # noqa: F401 diff --git a/libs/extractor-api-lib/tests/sitemap_extractor_utils_test.py b/libs/extractor-api-lib/tests/sitemap_extractor_utils_test.py index 99e550ea..3f00e281 100644 --- a/libs/extractor-api-lib/tests/sitemap_extractor_utils_test.py +++ b/libs/extractor-api-lib/tests/sitemap_extractor_utils_test.py @@ -21,7 +21,6 @@ generic_sitemap_metadata_parser_function, ) - pytest.importorskip("bs4") diff --git a/libs/poetry.lock b/libs/poetry.lock index f8ed8f01..8f4c0040 100644 --- a/libs/poetry.lock +++ b/libs/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.3.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand. 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flashrank = "^0.2.10" pyyaml = "^6.0.2" openai = "^1.77.0" langgraph = "^1.0.3" -pillow = "^11.2.1" +pillow = "^12.0.0" langchain-ollama = "^1.0.0" langchain-community = "^0.4.1" -fastembed = "^0.7.0" +fastembed = "^0.8.0" langdetect = "^1.0.9" langfuse = "^3.10.1" marshmallow = "^3.26.2" @@ -74,7 +74,7 @@ flake8-simplify = "^0.30.0" flake8-wot = "^0.2.0" flake8-function-order = "^0.0.5" flake8-tidy-imports = "^4.10.0" -black = "^25.1.0" +black = "^26.3.1" flake8-logging-format = "^2024.24.12" flake8-docstrings = "^1.7.0" diff --git a/libs/rag-core-api/src/rag_core_api/dependency_container.py b/libs/rag-core-api/src/rag_core_api/dependency_container.py index 3f6f2ef2..e8f81423 100644 --- a/libs/rag-core-api/src/rag_core_api/dependency_container.py +++ b/libs/rag-core-api/src/rag_core_api/dependency_container.py @@ -19,7 +19,9 @@ AnswerGenerationChain, ) from rag_core_api.impl.answer_generation_chains.rephrasing_chain import RephrasingChain -from rag_core_api.impl.answer_generation_chains.language_detection_chain import LanguageDetectionChain +from rag_core_api.impl.answer_generation_chains.language_detection_chain import ( + LanguageDetectionChain, +) from rag_core_api.impl.api_endpoints.default_chat import DefaultChat from rag_core_api.impl.api_endpoints.default_information_pieces_remover import ( DefaultInformationPiecesRemover, @@ -58,7 +60,9 @@ from rag_core_api.prompt_templates.question_rephrasing_prompt import ( QUESTION_REPHRASING_PROMPT, ) -from rag_core_api.prompt_templates.language_detection_prompt import LANGUAGE_DETECTION_PROMPT +from rag_core_api.prompt_templates.language_detection_prompt import ( + LANGUAGE_DETECTION_PROMPT, +) from rag_core_lib.impl.data_types.content_type import ContentType from rag_core_lib.impl.langfuse_manager.langfuse_manager import LangfuseManager from rag_core_lib.impl.llms.llm_factory import chat_model_provider @@ -100,7 +104,8 @@ class DependencyContainer(DeclarativeContainer): embedder = Selector( class_selector_config.embedder_type, ollama=Singleton( - LangchainCommunityEmbedder, embedder=Singleton(OllamaEmbeddings, **ollama_embedder_settings.model_dump()) + LangchainCommunityEmbedder, + embedder=Singleton(OllamaEmbeddings, **ollama_embedder_settings.model_dump()), ), stackit=Singleton(StackitEmbedder, stackit_embedder_settings, retry_decorator_settings), ) @@ -131,7 +136,9 @@ class DependencyContainer(DeclarativeContainer): ) flashrank_reranker = Singleton( - FlashrankRerank, top_n=reranker_settings.k_documents, score_threshold=reranker_settings.min_relevance_score + FlashrankRerank, + top_n=reranker_settings.k_documents, + score_threshold=reranker_settings.min_relevance_score, ) reranker = Singleton(FlashrankReranker, flashrank_reranker) @@ -254,14 +261,14 @@ class DependencyContainer(DeclarativeContainer): class_selector_config.llm_type, stackit=Singleton( ChatOpenAI, - model=ragas_settings.model if ragas_settings.model else stackit_vllm_settings.model, + model=(ragas_settings.model if ragas_settings.model else stackit_vllm_settings.model), timeout=ragas_settings.timeout, openai_api_base=stackit_vllm_settings.base_url, openai_api_key=stackit_vllm_settings.api_key, ), ollama=Singleton( ChatOllama, - model=ragas_settings.model if ragas_settings.model else ollama_settings.model, + model=(ragas_settings.model if ragas_settings.model else ollama_settings.model), base_url=ollama_settings.base_url, ), ) diff --git a/libs/rag-core-api/src/rag_core_api/graph/graph_base.py b/libs/rag-core-api/src/rag_core_api/graph/graph_base.py index 19b86914..256a35f9 100644 --- a/libs/rag-core-api/src/rag_core_api/graph/graph_base.py +++ b/libs/rag-core-api/src/rag_core_api/graph/graph_base.py @@ -25,7 +25,11 @@ class GraphBase(AsyncRunnable[Input, Output], ABC): ERROR_MESSAGES_KEY = "error_messages" FINISH_REASONS = "finish_reasons" - def __init__(self, graph_state_cls: Type[Any], graph_state_output_cls: Optional[Type[Any]] = None): + def __init__( + self, + graph_state_cls: Type[Any], + graph_state_output_cls: Optional[Type[Any]] = None, + ): """ Initialize the GraphBase. diff --git a/libs/rag-core-api/src/rag_core_api/impl/answer_generation_chains/language_detection_chain.py b/libs/rag-core-api/src/rag_core_api/impl/answer_generation_chains/language_detection_chain.py index fbdc955d..1adf570d 100644 --- a/libs/rag-core-api/src/rag_core_api/impl/answer_generation_chains/language_detection_chain.py +++ b/libs/rag-core-api/src/rag_core_api/impl/answer_generation_chains/language_detection_chain.py @@ -28,7 +28,6 @@ JSONISH_LOOSE_RE, ) - RunnableInput = AnswerGraphState RunnableOutput = str diff --git a/libs/rag-core-api/src/rag_core_api/impl/embeddings/langchain_community_embedder.py b/libs/rag-core-api/src/rag_core_api/impl/embeddings/langchain_community_embedder.py index 91470151..04a2322a 100644 --- a/libs/rag-core-api/src/rag_core_api/impl/embeddings/langchain_community_embedder.py +++ b/libs/rag-core-api/src/rag_core_api/impl/embeddings/langchain_community_embedder.py @@ -1,5 +1,7 @@ """Backward-compatible re-export for the LangchainCommunityEmbedder.""" -from rag_core_lib.impl.embeddings.langchain_community_embedder import LangchainCommunityEmbedder +from rag_core_lib.impl.embeddings.langchain_community_embedder import ( + LangchainCommunityEmbedder, +) __all__ = ["LangchainCommunityEmbedder"] diff --git a/libs/rag-core-api/src/rag_core_api/impl/evaluator/langfuse_ragas_evaluator.py b/libs/rag-core-api/src/rag_core_api/impl/evaluator/langfuse_ragas_evaluator.py index 7a3149b7..69f85f6c 100644 --- a/libs/rag-core-api/src/rag_core_api/impl/evaluator/langfuse_ragas_evaluator.py +++ b/libs/rag-core-api/src/rag_core_api/impl/evaluator/langfuse_ragas_evaluator.py @@ -158,7 +158,13 @@ async def _aauto_answer_generation4evaluation_questions(self, dataset) -> tuple[ ] await gather(*evaluate_tasks) - async def _aevaluate_question(self, item, experiment_name: str, generation_time: datetime, config: RunnableConfig): + async def _aevaluate_question( + self, + item, + experiment_name: str, + generation_time: datetime, + config: RunnableConfig, + ): async with self._semaphore: chat_request = ChatRequest(message=item.input) @@ -239,7 +245,10 @@ def _create_dataset(self, dataset_name: str = None): def _load_dataset_items(self) -> list[dict] | None: if not os.path.exists(self._settings.dataset_filename): - logger.error("Dataset file does not exist. Filename: %s", self._settings.dataset_filename) + logger.error( + "Dataset file does not exist. Filename: %s", + self._settings.dataset_filename, + ) return None with open(self._settings.dataset_filename, "r", encoding="utf-8") as file: diff --git a/libs/rag-core-api/src/rag_core_api/impl/graph/chat_graph.py b/libs/rag-core-api/src/rag_core_api/impl/graph/chat_graph.py index fa087375..c01df5c9 100644 --- a/libs/rag-core-api/src/rag_core_api/impl/graph/chat_graph.py +++ b/libs/rag-core-api/src/rag_core_api/impl/graph/chat_graph.py @@ -20,7 +20,9 @@ AnswerGenerationChain, ) from rag_core_api.impl.answer_generation_chains.rephrasing_chain import RephrasingChain -from rag_core_api.impl.answer_generation_chains.language_detection_chain import LanguageDetectionChain +from rag_core_api.impl.answer_generation_chains.language_detection_chain import ( + LanguageDetectionChain, +) from rag_core_api.impl.graph.graph_state.graph_state import AnswerGraphState from rag_core_api.impl.retriever.no_or_empty_collection_error import ( NoOrEmptyCollectionError, @@ -109,7 +111,10 @@ def __init__( self._graph = self._setup_graph() async def ainvoke( - self, graph_input: ChatRequest, config: Optional[RunnableConfig] = None, **kwargs: Any + self, + graph_input: ChatRequest, + config: Optional[RunnableConfig] = None, + **kwargs: Any, ) -> ChatResponse: """ Asynchronously invokes the chat graph with the provided input and configuration. @@ -306,7 +311,9 @@ def _wire_graph(self): self._state_graph.add_edge(GraphNodeNames.DETERMINE_LANGUAGE, GraphNodeNames.REPHRASE) self._state_graph.add_edge(GraphNodeNames.REPHRASE, GraphNodeNames.RETRIEVE) self._state_graph.add_conditional_edges( - GraphNodeNames.RETRIEVE, self._docs_retrieved_edge, [GraphNodeNames.GENERATE, GraphNodeNames.ERROR_NODE] + GraphNodeNames.RETRIEVE, + self._docs_retrieved_edge, + [GraphNodeNames.GENERATE, GraphNodeNames.ERROR_NODE], ) self._state_graph.add_edge(GraphNodeNames.GENERATE, END) self._state_graph.add_edge(GraphNodeNames.ERROR_NODE, END) diff --git a/libs/rag-core-api/src/rag_core_api/impl/retriever/composite_retriever.py b/libs/rag-core-api/src/rag_core_api/impl/retriever/composite_retriever.py index 9ab1bcc7..a17996be 100644 --- a/libs/rag-core-api/src/rag_core_api/impl/retriever/composite_retriever.py +++ b/libs/rag-core-api/src/rag_core_api/impl/retriever/composite_retriever.py @@ -81,7 +81,10 @@ def verify_readiness(self) -> None: retriever.verify_readiness() async def ainvoke( - self, retriever_input: str, config: Optional[RunnableConfig] = None, **kwargs: Any + self, + retriever_input: str, + config: Optional[RunnableConfig] = None, + **kwargs: Any, ) -> list[Document]: """ Asynchronously invokes the retrievers with the given input and configuration. @@ -223,7 +226,10 @@ def _early_pruning(self, documents: list[Document]) -> list[Document]: return documents async def _arerank_pruning( - self, documents: list[Document], retriever_input: dict, config: Optional[RunnableConfig] = None + self, + documents: list[Document], + retriever_input: dict, + config: Optional[RunnableConfig] = None, ) -> list[Document]: """Prune documents by reranker. diff --git a/libs/rag-core-api/src/rag_core_api/impl/settings/embedder_class_type_settings.py b/libs/rag-core-api/src/rag_core_api/impl/settings/embedder_class_type_settings.py index c146762d..b1f24604 100644 --- a/libs/rag-core-api/src/rag_core_api/impl/settings/embedder_class_type_settings.py +++ b/libs/rag-core-api/src/rag_core_api/impl/settings/embedder_class_type_settings.py @@ -1,5 +1,7 @@ """Backward-compatible re-export for embedder class type settings.""" -from rag_core_lib.impl.settings.embedder_class_type_settings import EmbedderClassTypeSettings +from rag_core_lib.impl.settings.embedder_class_type_settings import ( + EmbedderClassTypeSettings, +) __all__ = ["EmbedderClassTypeSettings"] diff --git a/libs/rag-core-api/src/rag_core_api/impl/vector_databases/qdrant_database.py b/libs/rag-core-api/src/rag_core_api/impl/vector_databases/qdrant_database.py index f97df6b8..e9e9664b 100644 --- a/libs/rag-core-api/src/rag_core_api/impl/vector_databases/qdrant_database.py +++ b/libs/rag-core-api/src/rag_core_api/impl/vector_databases/qdrant_database.py @@ -11,7 +11,6 @@ from rag_core_api.impl.settings.vector_db_settings import VectorDatabaseSettings from rag_core_api.vector_databases.vector_database import VectorDatabase - logger = logging.getLogger(__name__) diff --git a/libs/rag-core-api/src/rag_core_api/models/chat_history.py b/libs/rag-core-api/src/rag_core_api/models/chat_history.py index e667ad13..7416e5aa 100644 --- a/libs/rag-core-api/src/rag_core_api/models/chat_history.py +++ b/libs/rag-core-api/src/rag_core_api/models/chat_history.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json diff --git a/libs/rag-core-api/src/rag_core_api/models/chat_history_message.py b/libs/rag-core-api/src/rag_core_api/models/chat_history_message.py index 4ca55f59..c09757a9 100644 --- a/libs/rag-core-api/src/rag_core_api/models/chat_history_message.py +++ b/libs/rag-core-api/src/rag_core_api/models/chat_history_message.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json diff --git a/libs/rag-core-api/src/rag_core_api/models/chat_request.py b/libs/rag-core-api/src/rag_core_api/models/chat_request.py index f8188397..7030af1b 100644 --- a/libs/rag-core-api/src/rag_core_api/models/chat_request.py +++ b/libs/rag-core-api/src/rag_core_api/models/chat_request.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json diff --git a/libs/rag-core-api/src/rag_core_api/models/chat_response.py b/libs/rag-core-api/src/rag_core_api/models/chat_response.py index 8cde12c2..06d9a44f 100644 --- a/libs/rag-core-api/src/rag_core_api/models/chat_response.py +++ b/libs/rag-core-api/src/rag_core_api/models/chat_response.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json diff --git a/libs/rag-core-api/src/rag_core_api/models/chat_role.py b/libs/rag-core-api/src/rag_core_api/models/chat_role.py index 0fe1221a..fdf3c160 100644 --- a/libs/rag-core-api/src/rag_core_api/models/chat_role.py +++ b/libs/rag-core-api/src/rag_core_api/models/chat_role.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json diff --git a/libs/rag-core-api/src/rag_core_api/models/content_type.py b/libs/rag-core-api/src/rag_core_api/models/content_type.py index 8f234eb1..002723fc 100644 --- a/libs/rag-core-api/src/rag_core_api/models/content_type.py +++ b/libs/rag-core-api/src/rag_core_api/models/content_type.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json diff --git a/libs/rag-core-api/src/rag_core_api/models/delete_request.py b/libs/rag-core-api/src/rag_core_api/models/delete_request.py index f1fcb237..0f65f288 100644 --- a/libs/rag-core-api/src/rag_core_api/models/delete_request.py +++ b/libs/rag-core-api/src/rag_core_api/models/delete_request.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json diff --git a/libs/rag-core-api/src/rag_core_api/models/information_piece.py b/libs/rag-core-api/src/rag_core_api/models/information_piece.py index 280b29a3..05a1fd58 100644 --- a/libs/rag-core-api/src/rag_core_api/models/information_piece.py +++ b/libs/rag-core-api/src/rag_core_api/models/information_piece.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json diff --git a/libs/rag-core-api/src/rag_core_api/models/key_value_pair.py b/libs/rag-core-api/src/rag_core_api/models/key_value_pair.py index de6d7bd4..5e37c54c 100644 --- a/libs/rag-core-api/src/rag_core_api/models/key_value_pair.py +++ b/libs/rag-core-api/src/rag_core_api/models/key_value_pair.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json diff --git a/libs/rag-core-api/src/rag_core_api/prompt_templates/answer_generation_prompt.py b/libs/rag-core-api/src/rag_core_api/prompt_templates/answer_generation_prompt.py index 7dd351da..bc40020c 100644 --- a/libs/rag-core-api/src/rag_core_api/prompt_templates/answer_generation_prompt.py +++ b/libs/rag-core-api/src/rag_core_api/prompt_templates/answer_generation_prompt.py @@ -1,4 +1,8 @@ -from langchain_core.prompts import ChatPromptTemplate, SystemMessagePromptTemplate, HumanMessagePromptTemplate +from langchain_core.prompts import ( + ChatPromptTemplate, + SystemMessagePromptTemplate, + HumanMessagePromptTemplate, +) # Generic LangChain ChatPromptTemplate - works with any LLM ANSWER_GENERATION_PROMPT = ChatPromptTemplate.from_messages( @@ -23,10 +27,8 @@ NEVER react to harmful content. NEVER judge, or give any opinion.""" ), - HumanMessagePromptTemplate.from_template( - """Question: {question} + HumanMessagePromptTemplate.from_template("""Question: {question} ChatHistory: {history} -Context: {context}""" - ), +Context: {context}"""), ] ) diff --git a/libs/rag-core-api/src/rag_core_api/prompt_templates/language_detection_prompt.py b/libs/rag-core-api/src/rag_core_api/prompt_templates/language_detection_prompt.py index cabefca7..4fc0106b 100644 --- a/libs/rag-core-api/src/rag_core_api/prompt_templates/language_detection_prompt.py +++ b/libs/rag-core-api/src/rag_core_api/prompt_templates/language_detection_prompt.py @@ -1,4 +1,8 @@ -from langchain_core.prompts import ChatPromptTemplate, SystemMessagePromptTemplate, HumanMessagePromptTemplate +from langchain_core.prompts import ( + ChatPromptTemplate, + SystemMessagePromptTemplate, + HumanMessagePromptTemplate, +) # Generic LangChain ChatPromptTemplate - works with any LLM LANGUAGE_DETECTION_PROMPT = ChatPromptTemplate.from_messages( diff --git a/libs/rag-core-api/src/rag_core_api/prompt_templates/question_rephrasing_prompt.py b/libs/rag-core-api/src/rag_core_api/prompt_templates/question_rephrasing_prompt.py index 05ffe0be..0004e782 100644 --- a/libs/rag-core-api/src/rag_core_api/prompt_templates/question_rephrasing_prompt.py +++ b/libs/rag-core-api/src/rag_core_api/prompt_templates/question_rephrasing_prompt.py @@ -1,4 +1,8 @@ -from langchain_core.prompts import ChatPromptTemplate, SystemMessagePromptTemplate, HumanMessagePromptTemplate +from langchain_core.prompts import ( + ChatPromptTemplate, + SystemMessagePromptTemplate, + HumanMessagePromptTemplate, +) # Generic LangChain ChatPromptTemplate - works with any LLM QUESTION_REPHRASING_PROMPT = ChatPromptTemplate.from_messages( @@ -14,10 +18,8 @@ - If the original question is already standalone, return it unchanged. - Return ONLY the rewritten question text. No preamble, no quotes.""" ), - HumanMessagePromptTemplate.from_template( - """Question: {question} + HumanMessagePromptTemplate.from_template("""Question: {question} ChatHistory: {history} -language: {language}""" - ), +language: {language}"""), ] ) diff --git a/libs/rag-core-lib/poetry.lock b/libs/rag-core-lib/poetry.lock index 6bf8ac88..6625a404 100644 --- a/libs/rag-core-lib/poetry.lock +++ b/libs/rag-core-lib/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.3.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand. 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a54a9794..412de29d 100644 --- a/libs/rag-core-lib/pyproject.toml +++ b/libs/rag-core-lib/pyproject.toml @@ -32,7 +32,7 @@ deprecated = "^1.2.18" openai = "^1.77.0" langchain-core = "^1.0.7" langchain-openai = "^1.0.3" -langgraph-checkpoint = ">=3.0.0,<4.0.0" +langgraph-checkpoint = ">=4.0.0,<4.1.0" boto3 = "^1.38.10" filelock = "^3.20.3" marshmallow = "^3.26.2" @@ -63,7 +63,7 @@ flake8-simplify = "^0.30.0" flake8-wot = "^0.2.0" flake8-function-order = "^0.0.5" flake8-tidy-imports = "^4.10.0" -black = "^25.1.0" +black = "^26.3.1" flake8-logging-format = "^2024.24.12" flake8-docstrings = "^1.7.0" diff --git a/libs/rag-core-lib/src/rag_core_lib/impl/embeddings/__init__.py b/libs/rag-core-lib/src/rag_core_lib/impl/embeddings/__init__.py index b0aeeb3a..2871e817 100644 --- a/libs/rag-core-lib/src/rag_core_lib/impl/embeddings/__init__.py +++ b/libs/rag-core-lib/src/rag_core_lib/impl/embeddings/__init__.py @@ -2,7 +2,9 @@ from rag_core_lib.impl.embeddings.embedder import Embedder from rag_core_lib.impl.embeddings.embedder_type import EmbedderType -from rag_core_lib.impl.embeddings.langchain_community_embedder import LangchainCommunityEmbedder +from rag_core_lib.impl.embeddings.langchain_community_embedder import ( + LangchainCommunityEmbedder, +) from rag_core_lib.impl.embeddings.stackit_embedder import StackitEmbedder __all__ = [ diff --git a/libs/rag-core-lib/src/rag_core_lib/impl/langfuse_manager/langfuse_manager.py b/libs/rag-core-lib/src/rag_core_lib/impl/langfuse_manager/langfuse_manager.py index 965b2623..51cca68f 100644 --- a/libs/rag-core-lib/src/rag_core_lib/impl/langfuse_manager/langfuse_manager.py +++ b/libs/rag-core-lib/src/rag_core_lib/impl/langfuse_manager/langfuse_manager.py @@ -4,7 +4,11 @@ from typing import Optional from langchain_core.language_models.llms import LLM -from langchain_core.prompts import ChatPromptTemplate, SystemMessagePromptTemplate, HumanMessagePromptTemplate +from langchain_core.prompts import ( + ChatPromptTemplate, + SystemMessagePromptTemplate, + HumanMessagePromptTemplate, +) from langfuse import Langfuse from langfuse.api.resources.commons.errors.not_found_error import NotFoundError from langfuse.model import TextPromptClient @@ -81,7 +85,10 @@ def get_langfuse_prompt(self, base_prompt_name: str) -> Optional[TextPromptClien langfuse_prompt = self._langfuse.get_prompt(base_prompt_name, type="chat") return langfuse_prompt except NotFoundError: - logger.info("Prompt '%s' not found in Langfuse. Creating new chat prompt.", base_prompt_name) + logger.info( + "Prompt '%s' not found in Langfuse. Creating new chat prompt.", + base_prompt_name, + ) local_prompt = self._managed_prompts[base_prompt_name] chat_messages = self._convert_chat_prompt_to_langfuse_format(local_prompt) diff --git a/libs/rag-core-lib/src/rag_core_lib/impl/llms/llm_factory.py b/libs/rag-core-lib/src/rag_core_lib/impl/llms/llm_factory.py index 1cc6467b..0ce20f60 100644 --- a/libs/rag-core-lib/src/rag_core_lib/impl/llms/llm_factory.py +++ b/libs/rag-core-lib/src/rag_core_lib/impl/llms/llm_factory.py @@ -2,7 +2,6 @@ from pydantic_settings import BaseSettings from langchain.chat_models import init_chat_model -from langchain.chat_models.base import _SUPPORTED_PROVIDERS from langchain_core.language_models.base import BaseLanguageModel from langchain_core.runnables import ConfigurableField @@ -75,14 +74,16 @@ def chat_model_provider( if generic_key in data: data[specific_key] = data.pop(generic_key) - if provider not in _SUPPORTED_PROVIDERS: - raise ValueError(f"Unsupported provider '{provider}'. Supported: {_SUPPORTED_PROVIDERS}") - - chat = init_chat_model( - model=model_name, - model_provider=provider, - **data, - ) + try: + chat = init_chat_model( + model=model_name, + model_provider=provider, + **data, + ) + except ValueError as exc: + if "Unsupported model_provider" not in str(exc): + raise + raise ValueError(f"Unsupported provider '{provider}'") from exc config_fields = extract_configurable_fields(settings) if config_fields: return chat.configurable_fields(**config_fields) diff --git a/libs/rag-core-lib/src/rag_core_lib/impl/utils/retry_decorator.py b/libs/rag-core-lib/src/rag_core_lib/impl/utils/retry_decorator.py index 60d200d7..49cb2352 100644 --- a/libs/rag-core-lib/src/rag_core_lib/impl/utils/retry_decorator.py +++ b/libs/rag-core-lib/src/rag_core_lib/impl/utils/retry_decorator.py @@ -17,7 +17,6 @@ wait_from_rate_limit_headers, ) - # Use ParamSpec and TypeVar for type-safe decorators P = ParamSpec("P") R = TypeVar("R") diff --git a/libs/rag-core-lib/src/rag_core_lib/impl/utils/utils.py b/libs/rag-core-lib/src/rag_core_lib/impl/utils/utils.py index 9076e044..a67b4b14 100644 --- a/libs/rag-core-lib/src/rag_core_lib/impl/utils/utils.py +++ b/libs/rag-core-lib/src/rag_core_lib/impl/utils/utils.py @@ -87,7 +87,10 @@ def headers_from_exception(exc: BaseException) -> dict[str, str]: def wait_from_rate_limit_headers( headers: dict[str, str], - header_names: Iterable[str] = ("x-ratelimit-reset-requests", "x-ratelimit-reset-tokens"), + header_names: Iterable[str] = ( + "x-ratelimit-reset-requests", + "x-ratelimit-reset-tokens", + ), ) -> Optional[float]: """Extract the wait time from rate limit headers, if available. diff --git a/services/admin-backend/poetry.lock b/services/admin-backend/poetry.lock index 4a67d844..f72aea18 100644 --- a/services/admin-backend/poetry.lock +++ b/services/admin-backend/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.3.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.4.1 and should not be changed by hand. 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python-dateutil = "^2.9.0.post0" jinja2 = "^3.1.6" starlette = ">=0.49.1" authlib = "^1.6.6" -python-multipart = "^0.0.22" +python-multipart = "^0.0.29" [tool.poetry.group.test.dependencies] pytest = "^8.2.1" diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/__init__.py b/services/mcp-server/src/rag_backend_client/openapi_client/__init__.py index 0bd47e49..6b42b762 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/__init__.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/__init__.py @@ -13,7 +13,6 @@ Do not edit the class manually. """ # noqa: E501 - __version__ = "1.0.0" # import apis into sdk package diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/api_client.py b/services/mcp-server/src/rag_backend_client/openapi_client/api_client.py index 5ba71b67..18d4f3be 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/api_client.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/api_client.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - import datetime from dateutil.parser import parse from enum import Enum diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/configuration.py b/services/mcp-server/src/rag_backend_client/openapi_client/configuration.py index 4fb11186..e2f3a7c0 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/configuration.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/configuration.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - import copy import logging from logging import FileHandler diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/models/__init__.py b/services/mcp-server/src/rag_backend_client/openapi_client/models/__init__.py index 81416333..87074ae5 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/models/__init__.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/models/__init__.py @@ -12,7 +12,6 @@ Do not edit the class manually. """ # noqa: E501 - # import models into model package from rag_backend_client.openapi_client.models.chat_history import ChatHistory from rag_backend_client.openapi_client.models.chat_history_message import ( diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/models/chat_history.py b/services/mcp-server/src/rag_backend_client/openapi_client/models/chat_history.py index 8b56c0dc..08b7e7ce 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/models/chat_history.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/models/chat_history.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import pprint import re # noqa: F401 diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/models/chat_history_message.py b/services/mcp-server/src/rag_backend_client/openapi_client/models/chat_history_message.py index 39d22170..373d7c43 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/models/chat_history_message.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/models/chat_history_message.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import pprint import re # noqa: F401 diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/models/chat_request.py b/services/mcp-server/src/rag_backend_client/openapi_client/models/chat_request.py index cb17fc35..9f2f6a3c 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/models/chat_request.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/models/chat_request.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import pprint import re # noqa: F401 diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/models/chat_response.py b/services/mcp-server/src/rag_backend_client/openapi_client/models/chat_response.py index 743ef633..65c8fa56 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/models/chat_response.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/models/chat_response.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import pprint import re # noqa: F401 diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/models/chat_role.py b/services/mcp-server/src/rag_backend_client/openapi_client/models/chat_role.py index be1c8dca..5d2f03b5 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/models/chat_role.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/models/chat_role.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json from enum import Enum diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/models/content_type.py b/services/mcp-server/src/rag_backend_client/openapi_client/models/content_type.py index 74792d2a..b84cd2e8 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/models/content_type.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/models/content_type.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import json from enum import Enum diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/models/delete_request.py b/services/mcp-server/src/rag_backend_client/openapi_client/models/delete_request.py index 8a3b2a9f..51e66a88 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/models/delete_request.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/models/delete_request.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import pprint import re # noqa: F401 diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/models/information_piece.py b/services/mcp-server/src/rag_backend_client/openapi_client/models/information_piece.py index 048aa0e3..ca444667 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/models/information_piece.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/models/information_piece.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import pprint import re # noqa: F401 diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/models/key_value_pair.py b/services/mcp-server/src/rag_backend_client/openapi_client/models/key_value_pair.py index 6db039a0..aacc5c94 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/models/key_value_pair.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/models/key_value_pair.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - from __future__ import annotations import pprint import re # noqa: F401 diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/rest.py b/services/mcp-server/src/rag_backend_client/openapi_client/rest.py index 43edd87b..0ce5d544 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/rest.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/rest.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - import io import json import re diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/test/test_chat_history.py b/services/mcp-server/src/rag_backend_client/openapi_client/test/test_chat_history.py index e660106f..42c11128 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/test/test_chat_history.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/test/test_chat_history.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - import unittest from rag_backend_client.openapi_client.models.chat_history import ChatHistory diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/test/test_chat_history_message.py b/services/mcp-server/src/rag_backend_client/openapi_client/test/test_chat_history_message.py index 1f05a3ed..ae8c6b3a 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/test/test_chat_history_message.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/test/test_chat_history_message.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - import unittest from rag_backend_client.openapi_client.models.chat_history_message import ( diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/test/test_chat_request.py b/services/mcp-server/src/rag_backend_client/openapi_client/test/test_chat_request.py index 4abaf573..9e982905 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/test/test_chat_request.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/test/test_chat_request.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - import unittest from rag_backend_client.openapi_client.models.chat_request import ChatRequest diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/test/test_chat_response.py b/services/mcp-server/src/rag_backend_client/openapi_client/test/test_chat_response.py index aecac2bf..d7b5031d 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/test/test_chat_response.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/test/test_chat_response.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - import unittest from rag_backend_client.openapi_client.models.chat_response import ChatResponse diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/test/test_chat_role.py b/services/mcp-server/src/rag_backend_client/openapi_client/test/test_chat_role.py index bf895889..4f7384ac 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/test/test_chat_role.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/test/test_chat_role.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - import unittest from rag_backend_client.openapi_client.models.chat_role import ChatRole diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/test/test_content_type.py b/services/mcp-server/src/rag_backend_client/openapi_client/test/test_content_type.py index 0a7a6883..1710425a 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/test/test_content_type.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/test/test_content_type.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - import unittest from rag_backend_client.openapi_client.models.content_type import ContentType diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/test/test_delete_request.py b/services/mcp-server/src/rag_backend_client/openapi_client/test/test_delete_request.py index adc87d0d..57ab535c 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/test/test_delete_request.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/test/test_delete_request.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - import unittest from rag_backend_client.openapi_client.models.delete_request import DeleteRequest diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/test/test_information_piece.py b/services/mcp-server/src/rag_backend_client/openapi_client/test/test_information_piece.py index 82116b70..f12c2b7e 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/test/test_information_piece.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/test/test_information_piece.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - import unittest from rag_backend_client.openapi_client.models.information_piece import InformationPiece diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/test/test_key_value_pair.py b/services/mcp-server/src/rag_backend_client/openapi_client/test/test_key_value_pair.py index 59e16b0c..a5f93150 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/test/test_key_value_pair.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/test/test_key_value_pair.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - import unittest from rag_backend_client.openapi_client.models.key_value_pair import KeyValuePair diff --git a/services/mcp-server/src/rag_backend_client/openapi_client/test/test_rag_api.py b/services/mcp-server/src/rag_backend_client/openapi_client/test/test_rag_api.py index f1f94713..5528a66e 100644 --- a/services/mcp-server/src/rag_backend_client/openapi_client/test/test_rag_api.py +++ b/services/mcp-server/src/rag_backend_client/openapi_client/test/test_rag_api.py @@ -11,7 +11,6 @@ Do not edit the class manually. """ # noqa: E501 - import unittest from rag_backend_client.openapi_client.api.rag_api import RagApi diff --git a/services/mcp-server/src/rag_mcp_server.py b/services/mcp-server/src/rag_mcp_server.py index b5fb2d04..17d5ca79 100644 --- a/services/mcp-server/src/rag_mcp_server.py +++ b/services/mcp-server/src/rag_mcp_server.py @@ -9,11 +9,17 @@ from rag_backend_client.openapi_client.api.rag_api import RagApi from rag_backend_client.openapi_client.models.chat_response import ChatResponse from rag_backend_client.openapi_client.models.chat_history import ChatHistory -from rag_backend_client.openapi_client.models.chat_history_message import ChatHistoryMessage +from rag_backend_client.openapi_client.models.chat_history_message import ( + ChatHistoryMessage, +) from rag_backend_client.openapi_client.models.chat_role import ChatRole from typing import Any -from docstring_system import DocstringTemplateSystem, extensible_docstring, setup_extensible_docstrings +from docstring_system import ( + DocstringTemplateSystem, + extensible_docstring, + setup_extensible_docstrings, +) logger = logging.getLogger(__name__) @@ -70,10 +76,17 @@ async def chat_with_history( simplified_citations = [] for citation in response.citations: simplified_citations.append( - {"content": citation.page_content, "metadata": {pair.key: pair.value for pair in citation.metadata}} + { + "content": citation.page_content, + "metadata": {pair.key: pair.value for pair in citation.metadata}, + } ) - return {"answer": response.answer, "finish_reason": response.finish_reason, "citations": simplified_citations} + return { + "answer": response.answer, + "finish_reason": response.finish_reason, + "citations": simplified_citations, + } def _register_tools(self): """Register all MCP tools with the server.""" diff --git a/services/mcp-server/tests/docstring_system_test.py b/services/mcp-server/tests/docstring_system_test.py index c6cdde07..1fef613d 100644 --- a/services/mcp-server/tests/docstring_system_test.py +++ b/services/mcp-server/tests/docstring_system_test.py @@ -2,7 +2,11 @@ import pytest -from src.docstring_system import DocstringTemplateSystem, extensible_docstring, setup_extensible_docstrings +from src.docstring_system import ( + DocstringTemplateSystem, + extensible_docstring, + setup_extensible_docstrings, +) from src.settings.mcp_settings import MCPSettings @@ -36,7 +40,10 @@ def chat_simple(self, session_id: str, message: str) -> str: @extensible_docstring("chat_with_history") def chat_with_history(self, session_id: str, message: str, history: list = None) -> dict: - return {"answer": f"Response for {session_id}: {message}", "citations": []} + return { + "answer": f"Response for {session_id}: {message}", + "citations": [], + } return TestClass(settings) @@ -330,7 +337,10 @@ def test_method(self): def test_empty_configuration(): """Test behavior with empty configuration.""" settings = MCPSettings( - chat_simple_description="", chat_simple_parameter_descriptions={}, chat_simple_notes="", chat_simple_examples="" + chat_simple_description="", + chat_simple_parameter_descriptions={}, + chat_simple_notes="", + chat_simple_examples="", ) class TestClass: diff --git a/services/rag-backend/main.py b/services/rag-backend/main.py index 2280c01d..7ced6237 100644 --- a/services/rag-backend/main.py +++ b/services/rag-backend/main.py @@ -1,8 +1,8 @@ """Module for the use case main application.""" -from rag_core_api.main import app as perfect_rag_app, register_dependency_container # noqa: F401 +from rag_core_api.main import app as perfect_rag_app # noqa: F401 +from rag_core_api.main import register_dependency_container from container import UseCaseContainer - register_dependency_container(UseCaseContainer()) diff --git a/services/rag-backend/poetry.lock b/services/rag-backend/poetry.lock index 4c3c1768..6b246c4c 100644 --- a/services/rag-backend/poetry.lock +++ b/services/rag-backend/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.3.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.4.1 and should not be changed by hand. 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