diff --git a/airbyte_cdk/sources/declarative/declarative_component_schema.yaml b/airbyte_cdk/sources/declarative/declarative_component_schema.yaml
index ca595d92e..74d77daf5 100644
--- a/airbyte_cdk/sources/declarative/declarative_component_schema.yaml
+++ b/airbyte_cdk/sources/declarative/declarative_component_schema.yaml
@@ -3803,6 +3803,61 @@ definitions:
         title: Advanced Auth
         description: Advanced specification for configuring the authentication flow.
         "$ref": "#/definitions/AuthFlow"
+      config_normalization_rules:
+        title: Config Normalization Rules
+        type: object
+        additionalProperties: false
+        properties:
+          config_migrations:
+            title: Config Migrations
+            description: The discrete migrations that will be applied on the incoming config. Each migration will be applied in the order they are defined.
+            type: array
+            items:
+              "$ref": "#/definitions/ConfigMigration"
+            default: []
+          transformations:
+            title: Transformations
+            description: The list of transformations that will be applied on the incoming config at the start of each sync. The transformations will be applied in the order they are defined.
+            type: array
+            items:
+              anyOf:
+                - "$ref": "#/definitions/ConfigRemapField"
+                - "$ref": "#/definitions/ConfigAddFields"
+                - "$ref": "#/definitions/ConfigRemoveFields"
+            default: []
+          validations:
+            title: Validations
+            description: The list of validations that will be performed on the incoming config at the start of each sync.
+            type: array
+            items:
+              anyOf:
+                - "$ref": "#/definitions/DpathValidator"
+                - "$ref": "#/definitions/PredicateValidator"
+            default: []
+  ConfigMigration:
+    title: Config Migration
+    description: A config migration that will be applied on the incoming config at the start of a sync.
+    type: object
+    required:
+      - type
+      - transformations
+    properties:
+      type:
+        type: string
+        enum: [ConfigMigration]
+      description:
+        type: string
+        description: The description/purpose of the config migration.
+      transformations:
+        title: Transformations
+        description: The list of transformations that will attempt to be applied on an incoming unmigrated config. The transformations will be applied in the order they are defined.
+        type: array
+        items:
+          anyOf:
+            - "$ref": "#/definitions/ConfigRemapField"
+            - "$ref": "#/definitions/ConfigAddFields"
+            - "$ref": "#/definitions/ConfigRemoveFields"
+        default: []
   SubstreamPartitionRouter:
     title: Substream Partition Router
     description: Partition router that is used to retrieve records that have been partitioned according to records from the specified parent streams. An example of a parent stream is automobile brands and the substream would be the various car models associated with each branch.
@@ -4164,6 +4219,224 @@ definitions:
         description: The GraphQL query to be executed
         default: {}
     additionalProperties: true
+  DpathValidator:
+    title: Dpath Validator
+    description: Validator that extracts the value located at a given field path.
+    type: object
+    required:
+      - type
+      - field_path
+      - validation_strategy
+    properties:
+      type:
+        type: string
+        enum: [DpathValidator]
+      field_path:
+        title: Field Path
+        description: List of potentially nested fields describing the full path of the field to validate. Use "*" to validate all values from an array.
+        type: array
+        items:
+          type: string
+        interpolation_context:
+          - config
+        examples:
+          - ["data"]
+          - ["data", "records"]
+          - ["data", "{{ parameters.name }}"]
+          - ["data", "*", "record"]
+      validation_strategy:
+        title: Validation Strategy
+        description: The condition that the specified config value will be evaluated against
+        anyOf:
+          - "$ref": "#/definitions/ValidateAdheresToSchema"
+  PredicateValidator:
+    title: Predicate Validator
+    description: Validator that applies a validation strategy to a specified value.
+    type: object
+    required:
+      - type
+      - value
+      - validation_strategy
+    properties:
+      type:
+        type: string
+        enum: [PredicateValidator]
+      value:
+        title: Value
+        description: The value to be validated. Can be a literal value or interpolated from configuration.
+        type:
+          - string
+          - number
+          - object
+          - array
+          - boolean
+          - "null"
+        interpolation_context:
+          - config
+        examples:
+          - "test-value"
+          - "{{ config['api_version'] }}"
+          - "{{ config['tenant_id'] }}"
+          - 123
+      validation_strategy:
+        title: Validation Strategy
+        description: The validation strategy to apply to the value.
+        anyOf:
+          - "$ref": "#/definitions/ValidateAdheresToSchema"
+  ValidateAdheresToSchema:
+    title: Validate Adheres To Schema
+    description: Validates that a user-provided schema adheres to a specified JSON schema.
+    type: object
+    required:
+      - type
+      - base_schema
+    properties:
+      type:
+        type: string
+        enum: [ValidateAdheresToSchema]
+      base_schema:
+        title: Base JSON Schema
+        description: The base JSON schema against which the user-provided schema will be validated.
+        type:
+          - string
+          - object
+        interpolation_context:
+          - config
+        examples:
+          - "{{ config['report_validation_schema'] }}"
+          - |
+            '{
+              "$schema": "http://json-schema.org/draft-07/schema#",
+              "title": "Person",
+              "type": "object",
+              "properties": {
+                "name": {
+                  "type": "string",
+                  "description": "The person's name"
+                },
+                "age": {
+                  "type": "integer",
+                  "minimum": 0,
+                  "description": "The person's age"
+                }
+              },
+              "required": ["name", "age"]
+            }'
+          - $schema: "http://json-schema.org/draft-07/schema#"
+            title: Person
+            type: object
+            properties:
+              name:
+                type: string
+                description: "The person's name"
+              age:
+                type: integer
+                minimum: 0
+                description: "The person's age"
+            required:
+              - name
+              - age
+  ConfigRemapField:
+    title: Remap Field
+    description: Transformation that remaps a field's value to another value based on a static map.
+    type: object
+    required:
+      - type
+      - map
+      - field_path
+    properties:
+      type:
+        type: string
+        enum: [ConfigRemapField]
+      map:
+        title: Value Mapping
+        description: A mapping of original values to new values. When a field value matches a key in this map, it will be replaced with the corresponding value.
+        interpolation_context:
+          - config
+        type:
+          - object
+          - string
+        additionalProperties: true
+        examples:
+          - pending: "in_progress"
+            done: "completed"
+            cancelled: "terminated"
+          - "{{ config['status_mapping'] }}"
+      field_path:
+        title: Field Path
+        description: The path to the field whose value should be remapped. Specified as a list of path components to navigate through nested objects.
+        interpolation_context:
+          - config
+        type: array
+        items:
+          type: string
+        examples:
+          - ["status"]
+          - ["data", "status"]
+          - ["data", "{{ config.name }}", "status"]
+          - ["data", "*", "status"]
+  ConfigAddFields:
+    title: Config Add Fields
+    description: Transformation that adds fields to a config. The path of the added field can be nested.
+    type: object
+    required:
+      - type
+      - fields
+    properties:
+      type:
+        type: string
+        enum: [ConfigAddFields]
+      fields:
+        title: Fields
+        description: A list of transformations (path and corresponding value) that will be added to the config.
+        type: array
+        items:
+          "$ref": "#/definitions/AddedFieldDefinition"
+      condition:
+        description: Fields will be added if expression is evaluated to True.
+        type: string
+        default: ""
+        interpolation_context:
+          - config
+          - property
+        examples:
+          - "{{ config['environemnt'] == 'sandbox' }}"
+          - "{{ property is integer }}"
+          - "{{ property|length > 5 }}"
+          - "{{ property == 'some_string_to_match' }}"
+  ConfigRemoveFields:
+    title: Config Remove Fields
+    description: Transformation that removes a field from the config.
+    type: object
+    required:
+      - type
+      - field_pointers
+    properties:
+      type:
+        type: string
+        enum: [ConfigRemoveFields]
+      field_pointers:
+        title: Field Pointers
+        description: A list of field pointers to be removed from the config.
+        type: array
+        items:
+          items:
+            type: string
+        examples:
+          - ["tags"]
+          - [["content", "html"], ["content", "plain_text"]]
+      condition:
+        description: Fields will be removed if expression is evaluated to True.
+        type: string
+        default: ""
+        interpolation_context:
+          - config
+          - property
+        examples:
+          - "{{ config['environemnt'] == 'sandbox' }}"
+          - "{{ property is integer }}"
+          - "{{ property|length > 5 }}"
+          - "{{ property == 'some_string_to_match' }}"
 interpolation:
   variables:
     - title: config
diff --git a/airbyte_cdk/sources/declarative/models/declarative_component_schema.py b/airbyte_cdk/sources/declarative/models/declarative_component_schema.py
index 0aa9fa569..3976f4185 100644
--- a/airbyte_cdk/sources/declarative/models/declarative_component_schema.py
+++ b/airbyte_cdk/sources/declarative/models/declarative_component_schema.py
@@ -1523,6 +1523,77 @@ class Config:
     query: Dict[str, Any] = Field(..., description="The GraphQL query to be executed")
 
 
+class ValidateAdheresToSchema(BaseModel):
+    type: Literal["ValidateAdheresToSchema"]
+    base_schema: Union[str, Dict[str, Any]] = Field(
+        ...,
+        description="The base JSON schema against which the user-provided schema will be validated.",
+        examples=[
+            "{{ config['report_validation_schema'] }}",
+            '\'{\n  "$schema": "http://json-schema.org/draft-07/schema#",\n  "title": "Person",\n  "type": "object",\n  "properties": {\n    "name": {\n      "type": "string",\n      "description": "The person\'s name"\n    },\n    "age": {\n      "type": "integer",\n      "minimum": 0,\n      "description": "The person\'s age"\n    }\n  },\n  "required": ["name", "age"]\n}\'\n',
+            {
+                "$schema": "http://json-schema.org/draft-07/schema#",
+                "title": "Person",
+                "type": "object",
+                "properties": {
+                    "name": {"type": "string", "description": "The person's name"},
+                    "age": {
+                        "type": "integer",
+                        "minimum": 0,
+                        "description": "The person's age",
+                    },
+                },
+                "required": ["name", "age"],
+            },
+        ],
+        title="Base JSON Schema",
+    )
+
+
+class ConfigRemapField(BaseModel):
+    type: Literal["ConfigRemapField"]
+    map: Union[Dict[str, Any], str] = Field(
+        ...,
+        description="A mapping of original values to new values. When a field value matches a key in this map, it will be replaced with the corresponding value.",
+        examples=[
+            {"pending": "in_progress", "done": "completed", "cancelled": "terminated"},
+            "{{ config['status_mapping'] }}",
+        ],
+        title="Value Mapping",
+    )
+    field_path: List[str] = Field(
+        ...,
+        description="The path to the field whose value should be remapped. Specified as a list of path components to navigate through nested objects.",
+        examples=[
+            ["status"],
+            ["data", "status"],
+            ["data", "{{ config.name }}", "status"],
+            ["data", "*", "status"],
+        ],
+        title="Field Path",
+    )
+
+
+class ConfigRemoveFields(BaseModel):
+    type: Literal["ConfigRemoveFields"]
+    field_pointers: List[List[str]] = Field(
+        ...,
+        description="A list of field pointers to be removed from the config.",
+        examples=[["tags"], [["content", "html"], ["content", "plain_text"]]],
+        title="Field Pointers",
+    )
+    condition: Optional[str] = Field(
+        "",
+        description="Fields will be removed if expression is evaluated to True.",
+        examples=[
+            "{{ config['environemnt'] == 'sandbox' }}",
+            "{{ property is integer }}",
+            "{{ property|length > 5 }}",
+            "{{ property == 'some_string_to_match' }}",
+        ],
+    )
+
+
 class AddedFieldDefinition(BaseModel):
     type: Literal["AddedFieldDefinition"]
     path: List[str] = Field(
@@ -1905,29 +1976,68 @@ class GzipDecoder(BaseModel):
     decoder: Union[CsvDecoder, GzipDecoder, JsonDecoder, JsonlDecoder]
 
 
-class Spec(BaseModel):
-    type: Literal["Spec"]
-    connection_specification: Dict[str, Any] = Field(
+class RequestBodyGraphQL(BaseModel):
+    type: Literal["RequestBodyGraphQL"]
+    value: RequestBodyGraphQlQuery
+
+
+class DpathValidator(BaseModel):
+    type: Literal["DpathValidator"]
+    field_path: List[str] = Field(
         ...,
-        description="A connection specification describing how a the connector can be configured.",
-        title="Connection Specification",
+        description='List of potentially nested fields describing the full path of the field to validate. Use "*" to validate all values from an array.',
+        examples=[
+            ["data"],
+            ["data", "records"],
+            ["data", "{{ parameters.name }}"],
+            ["data", "*", "record"],
+        ],
+        title="Field Path",
     )
-    documentation_url: Optional[str] = Field(
-        None,
-        description="URL of the connector's documentation page.",
-        examples=["https://docs.airbyte.com/integrations/sources/dremio"],
-        title="Documentation URL",
+    validation_strategy: ValidateAdheresToSchema = Field(
+        ...,
+        description="The condition that the specified config value will be evaluated against",
+        title="Validation Strategy",
     )
-    advanced_auth: Optional[AuthFlow] = Field(
-        None,
-        description="Advanced specification for configuring the authentication flow.",
-        title="Advanced Auth",
+
+
+class PredicateValidator(BaseModel):
+    type: Literal["PredicateValidator"]
+    value: Optional[Union[str, float, Dict[str, Any], List[Any], bool]] = Field(
+        ...,
+        description="The value to be validated. Can be a literal value or interpolated from configuration.",
+        examples=[
+            "test-value",
+            "{{ config['api_version'] }}",
+            "{{ config['tenant_id'] }}",
+            123,
+        ],
+        title="Value",
+    )
+    validation_strategy: ValidateAdheresToSchema = Field(
+        ...,
+        description="The validation strategy to apply to the value.",
+        title="Validation Strategy",
     )
 
 
-class RequestBodyGraphQL(BaseModel):
-    type: Literal["RequestBodyGraphQL"]
-    value: RequestBodyGraphQlQuery
+class ConfigAddFields(BaseModel):
+    type: Literal["ConfigAddFields"]
+    fields: List[AddedFieldDefinition] = Field(
+        ...,
+        description="A list of transformations (path and corresponding value) that will be added to the config.",
+        title="Fields",
+    )
+    condition: Optional[str] = Field(
+        "",
+        description="Fields will be added if expression is evaluated to True.",
+        examples=[
+            "{{ config['environemnt'] == 'sandbox' }}",
+            "{{ property is integer }}",
+            "{{ property|length > 5 }}",
+            "{{ property == 'some_string_to_match' }}",
+        ],
+    )
 
 
 class CompositeErrorHandler(BaseModel):
@@ -1985,6 +2095,64 @@ class Config:
     )
 
 
+class ConfigMigration(BaseModel):
+    type: Literal["ConfigMigration"]
+    description: Optional[str] = Field(
+        None, description="The description/purpose of the config migration."
+    )
+    transformations: List[Union[ConfigRemapField, ConfigAddFields, ConfigRemoveFields]] = Field(
+        ...,
+        description="The list of transformations that will attempt to be applied on an incoming unmigrated config. The transformations will be applied in the order they are defined.",
+        title="Transformations",
+    )
+
+
+class ConfigNormalizationRules(BaseModel):
+    class Config:
+        extra = Extra.forbid
+
+    config_migrations: Optional[List[ConfigMigration]] = Field(
+        [],
+        description="The discrete migrations that will be applied on the incoming config. Each migration will be applied in the order they are defined.",
+        title="Config Migrations",
+    )
+    transformations: Optional[
+        List[Union[ConfigRemapField, ConfigAddFields, ConfigRemoveFields]]
+    ] = Field(
+        [],
+        description="The list of transformations that will be applied on the incoming config at the start of each sync. The transformations will be applied in the order they are defined.",
+        title="Transformations",
+    )
+    validations: Optional[List[Union[DpathValidator, PredicateValidator]]] = Field(
+        [],
+        description="The list of validations that will be performed on the incoming config at the start of each sync.",
+        title="Validations",
+    )
+
+
+class Spec(BaseModel):
+    type: Literal["Spec"]
+    connection_specification: Dict[str, Any] = Field(
+        ...,
+        description="A connection specification describing how a the connector can be configured.",
+        title="Connection Specification",
+    )
+    documentation_url: Optional[str] = Field(
+        None,
+        description="URL of the connector's documentation page.",
+        examples=["https://docs.airbyte.com/integrations/sources/dremio"],
+        title="Documentation URL",
+    )
+    advanced_auth: Optional[AuthFlow] = Field(
+        None,
+        description="Advanced specification for configuring the authentication flow.",
+        title="Advanced Auth",
+    )
+    config_normalization_rules: Optional[ConfigNormalizationRules] = Field(
+        None, title="Config Normalization Rules"
+    )
+
+
 class DeclarativeSource1(BaseModel):
     class Config:
         extra = Extra.forbid
@@ -2164,7 +2332,7 @@ class Config:
         ]
     ] = Field(
         None,
-        description="Component used to retrieve the schema for the current stream.",
+        description="One or many schema loaders can be used to retrieve the schema for the current stream. When multiple schema loaders are defined, schema properties will be merged together. Schema loaders defined first taking precedence in the event of a conflict.",
         title="Schema Loader",
     )
     transformations: Optional[
diff --git a/airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py b/airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py
index e7cdb6683..e8fa5aa9a 100644
--- a/airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py
+++ b/airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py
@@ -19,6 +19,7 @@
     Optional,
     Type,
     Union,
+    cast,
     get_args,
     get_origin,
     get_type_hints,
@@ -33,6 +34,7 @@
 )
 from airbyte_cdk.models import FailureType, Level
 from airbyte_cdk.sources.connector_state_manager import ConnectorStateManager
+from airbyte_cdk.sources.declarative import transformations
 from airbyte_cdk.sources.declarative.async_job.job_orchestrator import AsyncJobOrchestrator
 from airbyte_cdk.sources.declarative.async_job.job_tracker import JobTracker
 from airbyte_cdk.sources.declarative.async_job.repository import AsyncJobRepository
@@ -154,9 +156,21 @@
 from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
     ConcurrencyLevel as ConcurrencyLevelModel,
 )
+from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
+    ConfigAddFields as ConfigAddFieldsModel,
+)
 from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
     ConfigComponentsResolver as ConfigComponentsResolverModel,
 )
+from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
+    ConfigMigration as ConfigMigrationModel,
+)
+from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
+    ConfigRemapField as ConfigRemapFieldModel,
+)
+from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
+    ConfigRemoveFields as ConfigRemoveFieldsModel,
+)
 from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
     ConstantBackoffStrategy as ConstantBackoffStrategyModel,
 )
@@ -226,6 +240,9 @@
 from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
     DpathFlattenFields as DpathFlattenFieldsModel,
 )
+from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
+    DpathValidator as DpathValidatorModel,
+)
 from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
     DynamicSchemaLoader as DynamicSchemaLoaderModel,
 )
@@ -337,6 +354,9 @@
 from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
     ParentStreamConfig as ParentStreamConfigModel,
 )
+from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
+    PredicateValidator as PredicateValidatorModel,
+)
 from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
     PropertiesFromEndpoint as PropertiesFromEndpointModel,
 )
@@ -401,6 +421,9 @@
 from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
     UnlimitedCallRatePolicy as UnlimitedCallRatePolicyModel,
 )
+from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
+    ValidateAdheresToSchema as ValidateAdheresToSchemaModel,
+)
 from airbyte_cdk.sources.declarative.models.declarative_component_schema import ValueType
 from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
     WaitTimeFromHeader as WaitTimeFromHeaderModel,
@@ -476,7 +499,7 @@
     RequestOptionsProvider,
 )
 from airbyte_cdk.sources.declarative.requesters.request_path import RequestPath
-from airbyte_cdk.sources.declarative.requesters.requester import HttpMethod
+from airbyte_cdk.sources.declarative.requesters.requester import HttpMethod, Requester
 from airbyte_cdk.sources.declarative.resolvers import (
     ComponentMappingDefinition,
     ConfigComponentsResolver,
@@ -506,7 +529,7 @@
     TypesMap,
 )
 from airbyte_cdk.sources.declarative.schema.composite_schema_loader import CompositeSchemaLoader
-from airbyte_cdk.sources.declarative.spec import Spec
+from airbyte_cdk.sources.declarative.spec import ConfigMigration, Spec
 from airbyte_cdk.sources.declarative.stream_slicers import StreamSlicer
 from airbyte_cdk.sources.declarative.transformations import (
     AddFields,
@@ -514,6 +537,14 @@
     RemoveFields,
 )
 from airbyte_cdk.sources.declarative.transformations.add_fields import AddedFieldDefinition
+from airbyte_cdk.sources.declarative.transformations.config_transformations import (
+    ConfigAddFields,
+    ConfigRemapField,
+    ConfigRemoveFields,
+)
+from airbyte_cdk.sources.declarative.transformations.config_transformations.config_transformation import (
+    ConfigTransformation,
+)
 from airbyte_cdk.sources.declarative.transformations.dpath_flatten_fields import (
     DpathFlattenFields,
     KeyTransformation,
@@ -530,6 +561,11 @@
 from airbyte_cdk.sources.declarative.transformations.keys_to_snake_transformation import (
     KeysToSnakeCaseTransformation,
 )
+from airbyte_cdk.sources.declarative.validators import (
+    DpathValidator,
+    PredicateValidator,
+    ValidateAdheresToSchema,
+)
 from airbyte_cdk.sources.http_logger import format_http_message
 from airbyte_cdk.sources.message import (
     InMemoryMessageRepository,
@@ -618,6 +654,10 @@ def _init_mappings(self) -> None:
             CheckDynamicStreamModel: self.create_check_dynamic_stream,
             CompositeErrorHandlerModel: self.create_composite_error_handler,
             ConcurrencyLevelModel: self.create_concurrency_level,
+            ConfigMigrationModel: self.create_config_migration,
+            ConfigAddFieldsModel: self.create_config_add_fields,
+            ConfigRemapFieldModel: self.create_config_remap_field,
+            ConfigRemoveFieldsModel: self.create_config_remove_fields,
             ConstantBackoffStrategyModel: self.create_constant_backoff_strategy,
             CsvDecoderModel: self.create_csv_decoder,
             CursorPaginationModel: self.create_cursor_pagination,
@@ -641,6 +681,7 @@ def _init_mappings(self) -> None:
             DefaultErrorHandlerModel: self.create_default_error_handler,
             DefaultPaginatorModel: self.create_default_paginator,
             DpathExtractorModel: self.create_dpath_extractor,
+            DpathValidatorModel: self.create_dpath_validator,
             ResponseToFileExtractorModel: self.create_response_to_file_extractor,
             ExponentialBackoffStrategyModel: self.create_exponential_backoff_strategy,
             SessionTokenAuthenticatorModel: self.create_session_token_authenticator,
@@ -674,6 +715,7 @@ def _init_mappings(self) -> None:
             OffsetIncrementModel: self.create_offset_increment,
             PageIncrementModel: self.create_page_increment,
             ParentStreamConfigModel: self.create_parent_stream_config,
+            PredicateValidatorModel: self.create_predicate_validator,
             PropertiesFromEndpointModel: self.create_properties_from_endpoint,
             PropertyChunkingModel: self.create_property_chunking,
             QueryPropertiesModel: self.create_query_properties,
@@ -688,6 +730,7 @@ def _init_mappings(self) -> None:
             StateDelegatingStreamModel: self.create_state_delegating_stream,
             SpecModel: self.create_spec,
             SubstreamPartitionRouterModel: self.create_substream_partition_router,
+            ValidateAdheresToSchemaModel: self.create_validate_adheres_to_schema,
             WaitTimeFromHeaderModel: self.create_wait_time_from_header,
             WaitUntilTimeFromHeaderModel: self.create_wait_until_time_from_header,
             AsyncRetrieverModel: self.create_async_retriever,
@@ -780,6 +823,75 @@ def _collect_model_deprecations(self, model: BaseModelWithDeprecations) -> None:
                 if log not in self._collected_deprecation_logs:
                     self._collected_deprecation_logs.append(log)
 
+    def create_config_migration(
+        self, model: ConfigMigrationModel, config: Config
+    ) -> ConfigMigration:
+        transformations: List[ConfigTransformation] = [
+            self._create_component_from_model(transformation, config)
+            for transformation in model.transformations
+        ]
+
+        return ConfigMigration(
+            description=model.description,
+            transformations=transformations,
+        )
+
+    def create_config_add_fields(
+        self, model: ConfigAddFieldsModel, config: Config, **kwargs: Any
+    ) -> ConfigAddFields:
+        fields = [self._create_component_from_model(field, config) for field in model.fields]
+        return ConfigAddFields(
+            fields=fields,
+            condition=model.condition or "",
+        )
+
+    @staticmethod
+    def create_config_remove_fields(
+        model: ConfigRemoveFieldsModel, config: Config, **kwargs: Any
+    ) -> ConfigRemoveFields:
+        return ConfigRemoveFields(
+            field_pointers=model.field_pointers,
+            condition=model.condition or "",
+        )
+
+    @staticmethod
+    def create_config_remap_field(
+        model: ConfigRemapFieldModel, config: Config, **kwargs: Any
+    ) -> ConfigRemapField:
+        mapping = cast(Mapping[str, Any], model.map)
+        return ConfigRemapField(
+            map=mapping,
+            field_path=model.field_path,
+            config=config,
+        )
+
+    def create_dpath_validator(self, model: DpathValidatorModel, config: Config) -> DpathValidator:
+        strategy = self._create_component_from_model(model.validation_strategy, config)
+
+        return DpathValidator(
+            field_path=model.field_path,
+            strategy=strategy,
+        )
+
+    def create_predicate_validator(
+        self, model: PredicateValidatorModel, config: Config
+    ) -> PredicateValidator:
+        strategy = self._create_component_from_model(model.validation_strategy, config)
+
+        return PredicateValidator(
+            value=model.value,
+            strategy=strategy,
+        )
+
+    @staticmethod
+    def create_validate_adheres_to_schema(
+        model: ValidateAdheresToSchemaModel, config: Config, **kwargs: Any
+    ) -> ValidateAdheresToSchema:
+        base_schema = cast(Mapping[str, Any], model.base_schema)
+        return ValidateAdheresToSchema(
+            schema=base_schema,
+        )
+
     @staticmethod
     def create_added_field_definition(
         model: AddedFieldDefinitionModel, config: Config, **kwargs: Any
@@ -3495,13 +3607,49 @@ def _get_job_timeout() -> datetime.timedelta:
             parameters=model.parameters or {},
         )
 
-    @staticmethod
-    def create_spec(model: SpecModel, config: Config, **kwargs: Any) -> Spec:
+    def create_spec(self, model: SpecModel, config: Config, **kwargs: Any) -> Spec:
+        config_migrations = [
+            self._create_component_from_model(migration, config)
+            for migration in (
+                model.config_normalization_rules.config_migrations
+                if (
+                    model.config_normalization_rules
+                    and model.config_normalization_rules.config_migrations
+                )
+                else []
+            )
+        ]
+        config_transformations = [
+            self._create_component_from_model(transformation, config)
+            for transformation in (
+                model.config_normalization_rules.transformations
+                if (
+                    model.config_normalization_rules
+                    and model.config_normalization_rules.transformations
+                )
+                else []
+            )
+        ]
+        config_validations = [
+            self._create_component_from_model(validation, config)
+            for validation in (
+                model.config_normalization_rules.validations
+                if (
+                    model.config_normalization_rules
+                    and model.config_normalization_rules.validations
+                )
+                else []
+            )
+        ]
+
         return Spec(
             connection_specification=model.connection_specification,
             documentation_url=model.documentation_url,
             advanced_auth=model.advanced_auth,
             parameters={},
+            config_migrations=config_migrations,
+            config_transformations=config_transformations,
+            config_validations=config_validations,
         )
 
     def create_substream_partition_router(
diff --git a/airbyte_cdk/sources/declarative/spec/__init__.py b/airbyte_cdk/sources/declarative/spec/__init__.py
index 1c13ed67c..63df0531b 100644
--- a/airbyte_cdk/sources/declarative/spec/__init__.py
+++ b/airbyte_cdk/sources/declarative/spec/__init__.py
@@ -2,6 +2,6 @@
 # Copyright (c) 2023 Airbyte, Inc., all rights reserved.
 #
 
-from airbyte_cdk.sources.declarative.spec.spec import Spec
+from airbyte_cdk.sources.declarative.spec.spec import ConfigMigration, Spec
 
-__all__ = ["Spec"]
+__all__ = ["Spec", "ConfigMigration"]
diff --git a/airbyte_cdk/sources/declarative/spec/spec.py b/airbyte_cdk/sources/declarative/spec/spec.py
index 914e99e93..945289686 100644
--- a/airbyte_cdk/sources/declarative/spec/spec.py
+++ b/airbyte_cdk/sources/declarative/spec/spec.py
@@ -2,15 +2,33 @@
 # Copyright (c) 2023 Airbyte, Inc., all rights reserved.
 #
 
-from dataclasses import InitVar, dataclass
-from typing import Any, Mapping, Optional
+import json
+from dataclasses import InitVar, dataclass, field
+from typing import Any, List, Mapping, MutableMapping, Optional
 
+import orjson
+
+from airbyte_cdk.config_observation import create_connector_config_control_message
+from airbyte_cdk.entrypoint import AirbyteEntrypoint
 from airbyte_cdk.models import (
     AdvancedAuth,
     ConnectorSpecification,
     ConnectorSpecificationSerializer,
 )
+from airbyte_cdk.models.airbyte_protocol_serializers import AirbyteMessageSerializer
 from airbyte_cdk.sources.declarative.models.declarative_component_schema import AuthFlow
+from airbyte_cdk.sources.declarative.transformations.config_transformations.config_transformation import (
+    ConfigTransformation,
+)
+from airbyte_cdk.sources.declarative.validators.validator import Validator
+from airbyte_cdk.sources.message.repository import InMemoryMessageRepository, MessageRepository
+from airbyte_cdk.sources.source import Source
+
+
+@dataclass
+class ConfigMigration:
+    transformations: List[ConfigTransformation]
+    description: Optional[str] = None
 
 
 @dataclass
@@ -27,6 +45,10 @@ class Spec:
     parameters: InitVar[Mapping[str, Any]]
     documentation_url: Optional[str] = None
     advanced_auth: Optional[AuthFlow] = None
+    config_migrations: List[ConfigMigration] = field(default_factory=list)
+    config_transformations: List[ConfigTransformation] = field(default_factory=list)
+    config_validations: List[Validator] = field(default_factory=list)
+    message_repository: MessageRepository = InMemoryMessageRepository()
 
     def generate_spec(self) -> ConnectorSpecification:
         """
@@ -46,3 +68,50 @@ def generate_spec(self) -> ConnectorSpecification:
 
         # We remap these keys to camel case because that's the existing format expected by the rest of the platform
         return ConnectorSpecificationSerializer.load(obj)
+
+    def migrate_config(
+        self, args: List[str], source: Source, config: MutableMapping[str, Any]
+    ) -> None:
+        """
+        Apply all specified config transformations to the provided config and save the modified config to the given path and emit a control message.
+
+        :param args: Command line arguments
+        :param source: Source instance
+        :param config: The user-provided config to migrate
+        """
+        config_path = AirbyteEntrypoint(source).extract_config(args)
+
+        if not config_path:
+            return
+
+        mutable_config = dict(config)
+        for migration in self.config_migrations:
+            for transformation in migration.transformations:
+                transformation.transform(mutable_config)
+
+        if mutable_config != config:
+            with open(config_path, "w") as f:
+                json.dump(mutable_config, f)
+            self.message_repository.emit_message(
+                create_connector_config_control_message(mutable_config)
+            )
+            for message in self.message_repository.consume_queue():
+                print(orjson.dumps(AirbyteMessageSerializer.dump(message)).decode())
+
+    def transform_config(self, config: MutableMapping[str, Any]) -> None:
+        """
+        Apply all config transformations to the provided config.
+
+        :param config: The user-provided configuration
+        """
+        for transformation in self.config_transformations:
+            transformation.transform(config)
+
+    def validate_config(self, config: MutableMapping[str, Any]) -> None:
+        """
+        Apply all config validations to the provided config.
+
+        :param config: The user-provided configuration
+        """
+        for validator in self.config_validations:
+            validator.validate(config)
diff --git a/airbyte_cdk/sources/declarative/transformations/config_transformations/add_fields.py b/airbyte_cdk/sources/declarative/transformations/config_transformations/add_fields.py
index f36894ced..c58785f3e 100644
--- a/airbyte_cdk/sources/declarative/transformations/config_transformations/add_fields.py
+++ b/airbyte_cdk/sources/declarative/transformations/config_transformations/add_fields.py
@@ -9,28 +9,13 @@
 
 from airbyte_cdk.sources.declarative.interpolation.interpolated_boolean import InterpolatedBoolean
 from airbyte_cdk.sources.declarative.interpolation.interpolated_string import InterpolatedString
+from airbyte_cdk.sources.declarative.transformations.add_fields import (
+    AddedFieldDefinition,
+    ParsedAddFieldDefinition,
+)
 from airbyte_cdk.sources.declarative.transformations.config_transformations.config_transformation import (
     ConfigTransformation,
 )
-from airbyte_cdk.sources.types import FieldPointer
-
-
-@dataclass(frozen=True)
-class AddedFieldDefinition:
-    """Defines the field to add on a config"""
-
-    path: FieldPointer
-    value: Union[InterpolatedString, str]
-    value_type: Optional[Type[Any]] = None
-
-
-@dataclass(frozen=True)
-class ParsedAddFieldDefinition:
-    """Defines the field to add on a config"""
-
-    path: FieldPointer
-    value: InterpolatedString
-    value_type: Optional[Type[Any]] = None
 
 
 @dataclass
@@ -44,19 +29,19 @@ class ConfigAddFields(ConfigTransformation):
     Examples of instantiating this transformation via YAML:
     - type: ConfigAddFields
       fields:
-        # hardcoded constant
+        ### hardcoded constant
         - path: ["path"]
           value: "static_value"
 
-        # nested path
+        ### nested path
         - path: ["path", "to", "field"]
           value: "static"
 
-        # from config
+        ### from config
         - path: ["derived_field"]
           value: "{{ config.original_field }}"
 
-        # by supplying any valid Jinja template directive or expression
+        ### by supplying any valid Jinja template directive or expression
         - path: ["two_times_two"]
           value: "{{ 2 * 2 }}"
 
@@ -90,6 +75,7 @@ def __post_init__(self) -> None:
                             add_field.path,
                             InterpolatedString.create(add_field.value, parameters={}),
                             value_type=add_field.value_type,
+                            parameters={},
                         )
                     )
             else:
@@ -98,6 +84,7 @@ def __post_init__(self) -> None:
                         add_field.path,
                         add_field.value,
                         value_type=add_field.value_type,
+                        parameters={},
                     )
                 )
 
diff --git a/airbyte_cdk/sources/declarative/transformations/config_transformations/remap_field.py b/airbyte_cdk/sources/declarative/transformations/config_transformations/remap_field.py
index 3f7120d0a..ac7a62d24 100644
--- a/airbyte_cdk/sources/declarative/transformations/config_transformations/remap_field.py
+++ b/airbyte_cdk/sources/declarative/transformations/config_transformations/remap_field.py
@@ -3,9 +3,8 @@
 #
 
 from dataclasses import dataclass, field
-from typing import Any, List, Mapping, MutableMapping, Union
+from typing import Any, List, Mapping, MutableMapping
 
-from airbyte_cdk.sources.declarative.interpolation.interpolated_boolean import InterpolatedBoolean
 from airbyte_cdk.sources.declarative.interpolation.interpolated_mapping import InterpolatedMapping
 from airbyte_cdk.sources.declarative.interpolation.interpolated_string import InterpolatedString
 from airbyte_cdk.sources.declarative.transformations.config_transformations.config_transformation import (
@@ -20,7 +19,7 @@ class ConfigRemapField(ConfigTransformation):
     """
 
     map: Mapping[str, Any]
-    field_path: List[Union[InterpolatedString, str]]
+    field_path: List[str]
     config: Mapping[str, Any] = field(default_factory=dict)
 
     def __post_init__(self) -> None:
diff --git a/airbyte_cdk/sources/declarative/validators/dpath_validator.py b/airbyte_cdk/sources/declarative/validators/dpath_validator.py
index e23f35e2d..05cb12316 100644
--- a/airbyte_cdk/sources/declarative/validators/dpath_validator.py
+++ b/airbyte_cdk/sources/declarative/validators/dpath_validator.py
@@ -19,7 +19,7 @@ class DpathValidator(Validator):
     and applies a validation strategy to it.
     """
 
-    field_path: List[Union[InterpolatedString, str]]
+    field_path: List[str]
     strategy: ValidationStrategy
 
     def __post_init__(self) -> None:
diff --git a/poetry.lock b/poetry.lock
index e031efb6b..36199b737 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -7,7 +7,7 @@ description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"},
     {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"},
@@ -20,7 +20,7 @@ description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "aiohttp-3.11.11-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a60804bff28662cbcf340a4d61598891f12eea3a66af48ecfdc975ceec21e3c8"},
     {file = "aiohttp-3.11.11-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4b4fa1cb5f270fb3eab079536b764ad740bb749ce69a94d4ec30ceee1b5940d5"},
@@ -111,7 +111,7 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.2.0) ; sys_platform == \"linux\" or sys_platform == \"darwin\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
+speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
 
 [[package]]
 name = "aiosignal"
@@ -120,7 +120,7 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -136,6 +136,7 @@ description = "Declares the Airbyte Protocol using Python Dataclasses. Dataclass
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "airbyte_protocol_models_dataclasses-0.15.0-py3-none-any.whl", hash = "sha256:0fe8d7c2863c348b350efcf5f1af5872dc9071060408285e4708d97a9be5e2fb"},
     {file = "airbyte_protocol_models_dataclasses-0.15.0.tar.gz", hash = "sha256:a5bad4ee7ae0a04f1436967b7afd3306d28e1cd2e5acedf0cce588f0c80ed001"},
@@ -148,6 +149,7 @@ description = "Reusable constraint types to use with typing.Annotated"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
@@ -160,6 +162,7 @@ description = "Unicode to ASCII transliteration"
 optional = false
 python-versions = ">=3.3"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "anyascii-0.3.2-py3-none-any.whl", hash = "sha256:3b3beef6fc43d9036d3b0529050b0c48bfad8bc960e9e562d7223cfb94fe45d4"},
     {file = "anyascii-0.3.2.tar.gz", hash = "sha256:9d5d32ef844fe225b8bc7cba7f950534fae4da27a9bf3a6bea2cb0ea46ce4730"},
@@ -167,14 +170,15 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.8.0"
+version = "4.9.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
-    {file = "anyio-4.8.0-py3-none-any.whl", hash = "sha256:b5011f270ab5eb0abf13385f851315585cc37ef330dd88e27ec3d34d651fd47a"},
-    {file = "anyio-4.8.0.tar.gz", hash = "sha256:1d9fe889df5212298c0c0723fa20479d1b94883a2df44bd3897aa91083316f7a"},
+    {file = "anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c"},
+    {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"},
 ]
 
 [package.dependencies]
@@ -184,8 +188,8 @@ sniffio = ">=1.1"
 typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""]
+doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
+test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
@@ -195,7 +199,7 @@ description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"vector-db-based\" and python_version == \"3.10\""
+markers = "extra == \"vector-db-based\" and python_version < \"3.11\""
 files = [
     {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
     {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
@@ -208,6 +212,7 @@ description = "reference implementation of PEP 3156"
 optional = false
 python-versions = "*"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "asyncio-3.4.3-cp33-none-win32.whl", hash = "sha256:b62c9157d36187eca799c378e572c969f0da87cd5fc42ca372d92cdb06e7e1de"},
     {file = "asyncio-3.4.3-cp33-none-win_amd64.whl", hash = "sha256:c46a87b48213d7464f22d9a497b9eef8c1928b68320a2fa94240f969f6fec08c"},
@@ -222,6 +227,7 @@ description = "PEP 224 implementation"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "attributes-doc-0.4.0.tar.gz", hash = "sha256:b1576c94a714e9fc2c65c47cf10d0c8e1a5f7c4f5ae7f69006be108d95cbfbfb"},
     {file = "attributes_doc-0.4.0-py2.py3-none-any.whl", hash = "sha256:4c3007d9e58f3a6cb4b9c614c4d4ce2d92161581f28e594ddd8241cc3a113bdd"},
@@ -234,18 +240,19 @@ description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "attrs-24.3.0-py3-none-any.whl", hash = "sha256:ac96cd038792094f438ad1f6ff80837353805ac950cd2aa0e0625ef19850c308"},
     {file = "attrs-24.3.0.tar.gz", hash = "sha256:8f5c07333d543103541ba7be0e2ce16eeee8130cb0b3f9238ab904ce1e85baff"},
 ]
 
 [package.extras]
-benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
-tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "avro"
@@ -254,7 +261,7 @@ description = "Avro is a serialization and RPC framework."
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "avro-1.12.0-py2.py3-none-any.whl", hash = "sha256:9a255c72e1837341dd4f6ff57b2b6f68c0f0cecdef62dd04962e10fd33bec05b"},
     {file = "avro-1.12.0.tar.gz", hash = "sha256:cad9c53b23ceed699c7af6bddced42e2c572fd6b408c257a7d4fc4e8cf2e2d6b"},
@@ -271,6 +278,7 @@ description = "Function decoration for backoff and retry"
 optional = false
 python-versions = ">=3.7,<4.0"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"},
     {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
@@ -283,7 +291,7 @@ description = "Screen-scraping library"
 optional = true
 python-versions = ">=3.6.0"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"},
     {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"},
@@ -306,6 +314,7 @@ description = "When they're not builtins, they're boltons."
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "boltons-25.0.0-py3-none-any.whl", hash = "sha256:dc9fb38bf28985715497d1b54d00b62ea866eca3938938ea9043e254a3a6ca62"},
     {file = "boltons-25.0.0.tar.gz", hash = "sha256:e110fbdc30b7b9868cb604e3f71d4722dd8f4dcb4a5ddd06028ba8f1ab0b5ace"},
@@ -318,6 +327,7 @@ description = "Bash style brace expander."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "bracex-2.5.post1-py3-none-any.whl", hash = "sha256:13e5732fec27828d6af308628285ad358047cec36801598368cb28bc631dbaf6"},
     {file = "bracex-2.5.post1.tar.gz", hash = "sha256:12c50952415bfa773d2d9ccb8e79651b8cdb1f31a42f6091b804f6ba2b4a66b6"},
@@ -330,6 +340,7 @@ description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "cachetools-5.5.1-py3-none-any.whl", hash = "sha256:b76651fdc3b24ead3c648bbdeeb940c1b04d365b38b4af66788f9ec4a81d42bb"},
     {file = "cachetools-5.5.1.tar.gz", hash = "sha256:70f238fbba50383ef62e55c6aff6d9673175fe59f7c6782c7a0b9e38f4a9df95"},
@@ -342,6 +353,7 @@ description = "Composable complex class support for attrs and dataclasses."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "cattrs-24.1.2-py3-none-any.whl", hash = "sha256:67c7495b760168d931a10233f979b28dc04daf853b30752246f4f8471c6d68d0"},
     {file = "cattrs-24.1.2.tar.gz", hash = "sha256:8028cfe1ff5382df59dd36474a86e02d817b06eaf8af84555441bac915d2ef85"},
@@ -356,8 +368,8 @@ typing-extensions = {version = ">=4.1.0,<4.6.3 || >4.6.3", markers = "python_ver
 bson = ["pymongo (>=4.4.0)"]
 cbor2 = ["cbor2 (>=5.4.6)"]
 msgpack = ["msgpack (>=1.0.5)"]
-msgspec = ["msgspec (>=0.18.5) ; implementation_name == \"cpython\""]
-orjson = ["orjson (>=3.9.2) ; implementation_name == \"cpython\""]
+msgspec = ["msgspec (>=0.18.5)"]
+orjson = ["orjson (>=3.9.2)"]
 pyyaml = ["pyyaml (>=6.0)"]
 tomlkit = ["tomlkit (>=0.11.8)"]
 ujson = ["ujson (>=5.7.0)"]
@@ -369,6 +381,7 @@ description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56"},
     {file = "certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db"},
@@ -381,7 +394,7 @@ description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "platform_python_implementation != \"PyPy\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and platform_python_implementation != \"PyPy\""
 files = [
     {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"},
     {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"},
@@ -462,7 +475,7 @@ description = "Universal encoding detector for Python 3"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "chardet-5.2.0-py3-none-any.whl", hash = "sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970"},
     {file = "chardet-5.2.0.tar.gz", hash = "sha256:1b3b6ff479a8c414bc3fa2c0852995695c4a026dcd6d0633b2dd092ca39c1cf7"},
@@ -475,6 +488,7 @@ description = "The Real First Universal Charset Detector. Open, modern and activ
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "charset_normalizer-3.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:91b36a978b5ae0ee86c394f5a54d6ef44db1de0815eb43de826d41d21e4af3de"},
     {file = "charset_normalizer-3.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7461baadb4dc00fd9e0acbe254e3d7d2112e7f92ced2adc96e54ef6501c5f176"},
@@ -577,6 +591,7 @@ description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
     {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
@@ -592,7 +607,7 @@ description = ""
 optional = true
 python-versions = ">=3.7,<4.0"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "cohere-4.21-py3-none-any.whl", hash = "sha256:5eb81db62e78b3156e734421cc3e657054f9d9f1d68b9f38cf48fe3a8ae40dbc"},
     {file = "cohere-4.21.tar.gz", hash = "sha256:f611438f409dfc5d5a0a153a585349f5a80b169c7102b5994d9999ecf8440866"},
@@ -613,7 +628,7 @@ description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 groups = ["main", "dev"]
-markers = "platform_system == \"Windows\" or sys_platform == \"win32\""
+markers = "(platform_system == \"Windows\" or sys_platform == \"win32\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
@@ -626,7 +641,7 @@ description = "Python library for calculating contours of 2D quadrilateral grids
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "contourpy-1.3.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a045f341a77b77e1c5de31e74e966537bba9f3c4099b35bf4c2e3939dd54cdab"},
     {file = "contourpy-1.3.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:500360b77259914f7805af7462e41f9cb7ca92ad38e9f94d6c8641b089338124"},
@@ -701,6 +716,7 @@ description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "coverage-7.6.10-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5c912978f7fbf47ef99cec50c4401340436d200d41d714c7a4766f377c5b7b78"},
     {file = "coverage-7.6.10-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a01ec4af7dfeb96ff0078ad9a48810bb0cc8abcb0115180c6013a6b26237626c"},
@@ -770,7 +786,7 @@ files = [
 tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.11.0a6\" and extra == \"toml\""}
 
 [package.extras]
-toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
+toml = ["tomli"]
 
 [[package]]
 name = "cramjam"
@@ -779,7 +795,7 @@ description = "Thin Python bindings to de/compression algorithms in Rust"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "cramjam-2.9.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:8e82464d1e00fbbb12958999b8471ba5e9f3d9711954505a0a7b378762332e6f"},
     {file = "cramjam-2.9.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6d2df8a6511cc08ef1fccd2e0c65e2ebc9f57574ec8376052a76851af5398810"},
@@ -883,6 +899,7 @@ description = "cryptography is a package which provides cryptographic recipes an
 optional = false
 python-versions = "!=3.9.0,!=3.9.1,>=3.7"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "cryptography-44.0.2-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:efcfe97d1b3c79e486554efddeb8f6f53a4cdd4cf6086642784fa31fc384e1d7"},
     {file = "cryptography-44.0.2-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:29ecec49f3ba3f3849362854b7253a9f59799e3763b0c9d0826259a88efa02f1"},
@@ -925,10 +942,10 @@ files = [
 cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
 
 [package.extras]
-docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=3.0.0) ; python_version >= \"3.8\""]
+docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=3.0.0)"]
 docstest = ["pyenchant (>=3)", "readme-renderer (>=30.0)", "sphinxcontrib-spelling (>=7.3.1)"]
-nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2) ; python_version >= \"3.8\""]
-pep8test = ["check-sdist ; python_version >= \"3.8\"", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
+nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2)"]
+pep8test = ["check-sdist", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
 sdist = ["build (>=1.0.0)"]
 ssh = ["bcrypt (>=3.1.5)"]
 test = ["certifi (>=2024)", "cryptography-vectors (==44.0.2)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
@@ -941,7 +958,7 @@ description = "Composable style cycles"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30"},
     {file = "cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"},
@@ -958,7 +975,7 @@ description = "Easily serialize dataclasses to and from JSON."
 optional = true
 python-versions = "<4.0,>=3.7"
 groups = ["main"]
-markers = "extra == \"vector-db-based\" or extra == \"file-based\""
+markers = "(extra == \"vector-db-based\" or extra == \"file-based\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
 files = [
     {file = "dataclasses_json-0.6.7-py3-none-any.whl", hash = "sha256:0dbf33f26c8d5305befd61b39d2b3414e8a407bedc2834dea9b8d642666fb40a"},
     {file = "dataclasses_json-0.6.7.tar.gz", hash = "sha256:b6b3e528266ea45b9535223bc53ca645f5208833c29229e847b3f26a1cc55fc0"},
@@ -975,6 +992,7 @@ description = "A command line utility to check for unused, missing and transitiv
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "deptry-0.23.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:1f2a6817a37d76e8f6b667381b7caf6ea3e6d6c18b5be24d36c625f387c79852"},
     {file = "deptry-0.23.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:9601b64cc0aed42687fdd5c912d5f1e90d7f7333fb589b14e35bfdfebae866f3"},
@@ -1008,6 +1026,7 @@ description = "Filesystem-like pathing and searching for dictionaries"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "dpath-2.2.0-py3-none-any.whl", hash = "sha256:b330a375ded0a0d2ed404440f6c6a715deae5313af40bbb01c8a41d891900576"},
     {file = "dpath-2.2.0.tar.gz", hash = "sha256:34f7e630dc55ea3f219e555726f5da4b4b25f2200319c8e6902c394258dd6a3e"},
@@ -1020,6 +1039,7 @@ description = "Dynamic version generation"
 optional = false
 python-versions = ">=3.5"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "dunamai-1.23.0-py3-none-any.whl", hash = "sha256:a0906d876e92441793c6a423e16a4802752e723e9c9a5aabdc5535df02dbe041"},
     {file = "dunamai-1.23.0.tar.gz", hash = "sha256:a163746de7ea5acb6dacdab3a6ad621ebc612ed1e528aaa8beedb8887fccd2c4"},
@@ -1035,7 +1055,7 @@ description = "Emoji for Python"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "emoji-2.14.1-py3-none-any.whl", hash = "sha256:35a8a486c1460addb1499e3bf7929d3889b2e2841a57401903699fef595e942b"},
     {file = "emoji-2.14.1.tar.gz", hash = "sha256:f8c50043d79a2c1410ebfae833ae1868d5941a67a6cd4d18377e2eb0bd79346b"},
@@ -1051,7 +1071,7 @@ description = "An implementation of lxml.xmlfile for the standard library"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "et_xmlfile-2.0.0-py3-none-any.whl", hash = "sha256:7a91720bc756843502c3b7504c77b8fe44217c85c537d85037f0f536151b2caa"},
     {file = "et_xmlfile-2.0.0.tar.gz", hash = "sha256:dab3f4764309081ce75662649be815c4c9081e88f0837825f90fd28317d4da54"},
@@ -1064,7 +1084,7 @@ description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev"]
-markers = "python_version == \"3.10\""
+markers = "python_version < \"3.11\""
 files = [
     {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
     {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
@@ -1080,7 +1100,7 @@ description = "Fast read/write of AVRO files"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"vector-db-based\" or extra == \"file-based\""
+markers = "(extra == \"vector-db-based\" or extra == \"file-based\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
 files = [
     {file = "fastavro-1.8.2-cp310-cp310-macosx_11_0_x86_64.whl", hash = "sha256:0e08964b2e9a455d831f2557402a683d4c4d45206f2ab9ade7c69d3dc14e0e58"},
     {file = "fastavro-1.8.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:401a70b1e5c7161420c6019e0c8afa88f7c8a373468591f5ec37639a903c2509"},
@@ -1122,7 +1142,7 @@ description = "Infer file type and MIME type of any file/buffer. No external dep
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "filetype-1.2.0-py2.py3-none-any.whl", hash = "sha256:7ce71b6880181241cf7ac8697a2f1eb6a8bd9b429f7ad6d27b8db9ba5f1c2d25"},
     {file = "filetype-1.2.0.tar.gz", hash = "sha256:66b56cd6474bf41d8c54660347d37afcc3f7d1970648de365c102ef77548aadb"},
@@ -1135,6 +1155,7 @@ description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
 python-versions = ">=3.8.1"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "flake8-6.1.0-py2.py3-none-any.whl", hash = "sha256:ffdfce58ea94c6580c77888a86506937f9a1a227dfcd15f245d694ae20a6b6e5"},
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@@ -1152,7 +1173,7 @@ description = "Tools to manipulate font files"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
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     {file = "fonttools-4.55.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5d8f925909256e62152e7c3e192655dbca3ab8c3cdef7d7b436732727e80feb6"},
@@ -1207,18 +1228,18 @@ files = [
 ]
 
 [package.extras]
-all = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "fs (>=2.2.0,<3)", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\"", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0) ; python_version <= \"3.12\"", "xattr ; sys_platform == \"darwin\"", "zopfli (>=0.1.4)"]
+all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "fs (>=2.2.0,<3)", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "pycairo", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0)", "xattr", "zopfli (>=0.1.4)"]
 graphite = ["lz4 (>=1.7.4.2)"]
-interpolatable = ["munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\""]
+interpolatable = ["munkres", "pycairo", "scipy"]
 lxml = ["lxml (>=4.0)"]
 pathops = ["skia-pathops (>=0.5.0)"]
 plot = ["matplotlib"]
 repacker = ["uharfbuzz (>=0.23.0)"]
 symfont = ["sympy"]
-type1 = ["xattr ; sys_platform == \"darwin\""]
+type1 = ["xattr"]
 ufo = ["fs (>=2.2.0,<3)"]
-unicode = ["unicodedata2 (>=15.1.0) ; python_version <= \"3.12\""]
-woff = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "zopfli (>=0.1.4)"]
+unicode = ["unicodedata2 (>=15.1.0)"]
+woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 
 [[package]]
 name = "freezegun"
@@ -1227,6 +1248,7 @@ description = "Let your Python tests travel through time"
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -1242,7 +1264,7 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
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@@ -1345,6 +1367,7 @@ description = "GenSON is a powerful, user-friendly JSON Schema generator."
 optional = false
 python-versions = "*"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -1357,6 +1380,7 @@ description = "Google API client core library"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "google_api_core-2.24.2-py3-none-any.whl", hash = "sha256:810a63ac95f3c441b7c0e43d344e372887f62ce9071ba972eacf32672e072de9"},
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@@ -1366,12 +1390,12 @@ files = [
 google-auth = ">=2.14.1,<3.0.0"
 googleapis-common-protos = ">=1.56.2,<2.0.0"
 grpcio = [
-    {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
     {version = ">=1.33.2,<2.0dev", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
+    {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
 ]
 grpcio-status = [
+    {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
     {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
-    {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "extra == \"grpc\""},
 ]
 proto-plus = ">=1.22.3,<2.0.0"
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
@@ -1379,7 +1403,7 @@ requests = ">=2.18.0,<3.0.0"
 
 [package.extras]
 async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.dev0)"]
-grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0) ; python_version >= \"3.11\""]
+grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0)"]
 grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
@@ -1390,6 +1414,7 @@ description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -1403,11 +1428,11 @@ rsa = ">=3.1.4,<5"
 [package.extras]
 aiohttp = ["aiohttp (>=3.6.2,<4.0.0)", "requests (>=2.20.0,<3.0.0)"]
 enterprise-cert = ["cryptography", "pyopenssl"]
-pyjwt = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
-pyopenssl = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
+pyjwt = ["cryptography (<39.0.0)", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
+pyopenssl = ["cryptography (<39.0.0)", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 requests = ["requests (>=2.20.0,<3.0.0)"]
-testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"]
+testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0)", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"]
 urllib3 = ["packaging", "urllib3"]
 
 [[package]]
@@ -1417,6 +1442,7 @@ description = "Google Cloud Secret Manager API client library"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -1436,6 +1462,7 @@ description = "Common protobufs used in Google APIs"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -1455,81 +1482,39 @@ description = "Lightweight in-process concurrent programming"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "(extra == \"vector-db-based\" or extra == \"sql\") and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"
+markers = "(extra == \"vector-db-based\" or extra == \"sql\") and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
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 [package.extras]
@@ -1543,6 +1528,7 @@ description = "IAM API client library"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -1560,6 +1546,7 @@ description = "HTTP/2-based RPC framework"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "grpcio-1.71.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:c200cb6f2393468142eb50ab19613229dcc7829b5ccee8b658a36005f6669fdd"},
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@@ -1624,6 +1611,7 @@ description = "Status proto mapping for gRPC"
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "grpcio-status-1.62.3.tar.gz", hash = "sha256:289bdd7b2459794a12cf95dc0cb727bd4a1742c37bd823f760236c937e53a485"},
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@@ -1641,6 +1629,7 @@ description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"},
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@@ -1653,6 +1642,7 @@ description = "A minimal low-level HTTP client."
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "httpcore-1.0.7-py3-none-any.whl", hash = "sha256:a3fff8f43dc260d5bd363d9f9cf1830fa3a458b332856f34282de498ed420edd"},
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@@ -1675,6 +1665,7 @@ description = "The next generation HTTP client."
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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     {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
@@ -1687,7 +1678,7 @@ httpcore = "==1.*"
 idna = "*"
 
 [package.extras]
-brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
+brotli = ["brotli", "brotlicffi"]
 cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
@@ -1700,6 +1691,7 @@ description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
 groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -1715,7 +1707,7 @@ description = "Read metadata from Python packages"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
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@@ -1727,7 +1719,7 @@ zipp = ">=0.5"
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3) ; python_version < \"3.9\"", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7) ; platform_python_implementation != \"PyPy\"", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1) ; platform_python_implementation != \"PyPy\"", "pytest-perf (>=0.9.2)", "pytest-ruff"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
 
 [[package]]
 name = "iniconfig"
@@ -1736,6 +1728,7 @@ description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -1748,6 +1741,7 @@ description = "An ISO 8601 date/time/duration parser and formatter"
 optional = false
 python-versions = "*"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -1763,6 +1757,7 @@ description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -1781,6 +1776,7 @@ description = "Lightweight pipelining with Python functions"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "joblib-1.4.2-py3-none-any.whl", hash = "sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6"},
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@@ -1793,6 +1789,7 @@ description = "Apply JSON-Patches (RFC 6902)"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -1808,6 +1805,7 @@ description = "Identify specific nodes in a JSON document (RFC 6901)"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -1820,6 +1818,7 @@ description = "An implementation of JSON Reference for Python"
 optional = false
 python-versions = "*"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "jsonref-0.2-py3-none-any.whl", hash = "sha256:b1e82fa0b62e2c2796a13e5401fe51790b248f6d9bf9d7212a3e31a3501b291f"},
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@@ -1832,6 +1831,7 @@ description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "jsonschema-4.17.3-py3-none-any.whl", hash = "sha256:a870ad254da1a8ca84b6a2905cac29d265f805acc57af304784962a2aa6508f6"},
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@@ -1852,7 +1852,7 @@ description = "A fast implementation of the Cassowary constraint solver"
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "kiwisolver-1.4.8-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:88c6f252f6816a73b1f8c904f7bbe02fd67c09a69f7cb8a0eecdbf5ce78e63db"},
     {file = "kiwisolver-1.4.8-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c72941acb7b67138f35b879bbe85be0f6c6a70cab78fe3ef6db9c024d9223e5b"},
@@ -1943,7 +1943,7 @@ description = "Building applications with LLMs through composability"
 optional = true
 python-versions = "<4.0,>=3.8.1"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "langchain-0.1.16-py3-none-any.whl", hash = "sha256:bc074cc5e51fad79b9ead1572fc3161918d0f614a6c8f0460543d505ad249ac7"},
     {file = "langchain-0.1.16.tar.gz", hash = "sha256:b6bce78f8c071baa898884accfff15c3d81da2f0dd86c20e2f4c80b41463f49f"},
@@ -1972,11 +1972,11 @@ cli = ["typer (>=0.9.0,<0.10.0)"]
 cohere = ["cohere (>=4,<6)"]
 docarray = ["docarray[hnswlib] (>=0.32.0,<0.33.0)"]
 embeddings = ["sentence-transformers (>=2,<3)"]
-extended-testing = ["aiosqlite (>=0.19.0,<0.20.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "anthropic (>=0.3.11,<0.4.0)", "arxiv (>=1.4,<2.0)", "assemblyai (>=0.17.0,<0.18.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "cassio (>=0.1.0,<0.2.0)", "chardet (>=5.1.0,<6.0.0)", "cohere (>=4,<6)", "couchbase (>=4.1.9,<5.0.0)", "dashvector (>=1.0.1,<2.0.0)", "databricks-vectorsearch (>=0.21,<0.22)", "datasets (>=2.15.0,<3.0.0)", "dgml-utils (>=0.3.0,<0.4.0)", "esprima (>=4.0.1,<5.0.0)", "faiss-cpu (>=1,<2)", "feedparser (>=6.0.10,<7.0.0)", "fireworks-ai (>=0.9.0,<0.10.0)", "geopandas (>=0.13.1,<0.14.0)", "gitpython (>=3.1.32,<4.0.0)", "google-cloud-documentai (>=2.20.1,<3.0.0)", "gql (>=3.4.1,<4.0.0)", "hologres-vector (>=0.0.6,<0.0.7)", "html2text (>=2020.1.16,<2021.0.0)", "javelin-sdk (>=0.1.8,<0.2.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "jsonschema (>1)", "langchain-openai (>=0.0.2,<0.1)", "lxml (>=4.9.3,<6.0)", "markdownify (>=0.11.6,<0.12.0)", "motor (>=3.3.1,<4.0.0)", "msal (>=1.25.0,<2.0.0)", "mwparserfromhell (>=0.6.4,<0.7.0)", "mwxml (>=0.3.3,<0.4.0)", "newspaper3k (>=0.2.8,<0.3.0)", "numexpr (>=2.8.6,<3.0.0)", "openai (<2)", "openapi-pydantic (>=0.3.2,<0.4.0)", "pandas (>=2.0.1,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pgvector (>=0.1.6,<0.2.0)", "praw (>=7.7.1,<8.0.0)", "psychicapi (>=0.8.0,<0.9.0)", "py-trello (>=0.19.0,<0.20.0)", "pymupdf (>=1.22.3,<2.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pypdfium2 (>=4.10.0,<5.0.0)", "pyspark (>=3.4.0,<4.0.0)", "rank-bm25 (>=0.2.2,<0.3.0)", "rapidfuzz (>=3.1.1,<4.0.0)", "rapidocr-onnxruntime (>=1.3.2,<2.0.0) ; python_full_version >= \"3.8.1\" and python_version < \"3.12\"", "rdflib (==7.0.0)", "requests-toolbelt (>=1.0.0,<2.0.0)", "rspace_client (>=2.5.0,<3.0.0)", "scikit-learn (>=1.2.2,<2.0.0)", "sqlite-vss (>=0.1.2,<0.2.0)", "streamlit (>=1.18.0,<2.0.0) ; python_full_version >= \"3.8.1\" and python_full_version != \"3.9.7\" and python_version < \"4.0\"", "sympy (>=1.12,<2.0)", "telethon (>=1.28.5,<2.0.0)", "timescale-vector (>=0.0.1,<0.0.2)", "tqdm (>=4.48.0)", "upstash-redis (>=0.15.0,<0.16.0)", "xata (>=1.0.0a7,<2.0.0)", "xmltodict (>=0.13.0,<0.14.0)"]
+extended-testing = ["aiosqlite (>=0.19.0,<0.20.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "anthropic (>=0.3.11,<0.4.0)", "arxiv (>=1.4,<2.0)", "assemblyai (>=0.17.0,<0.18.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "cassio (>=0.1.0,<0.2.0)", "chardet (>=5.1.0,<6.0.0)", "cohere (>=4,<6)", "couchbase (>=4.1.9,<5.0.0)", "dashvector (>=1.0.1,<2.0.0)", "databricks-vectorsearch (>=0.21,<0.22)", "datasets (>=2.15.0,<3.0.0)", "dgml-utils (>=0.3.0,<0.4.0)", "esprima (>=4.0.1,<5.0.0)", "faiss-cpu (>=1,<2)", "feedparser (>=6.0.10,<7.0.0)", "fireworks-ai (>=0.9.0,<0.10.0)", "geopandas (>=0.13.1,<0.14.0)", "gitpython (>=3.1.32,<4.0.0)", "google-cloud-documentai (>=2.20.1,<3.0.0)", "gql (>=3.4.1,<4.0.0)", "hologres-vector (>=0.0.6,<0.0.7)", "html2text (>=2020.1.16,<2021.0.0)", "javelin-sdk (>=0.1.8,<0.2.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "jsonschema (>1)", "langchain-openai (>=0.0.2,<0.1)", "lxml (>=4.9.3,<6.0)", "markdownify (>=0.11.6,<0.12.0)", "motor (>=3.3.1,<4.0.0)", "msal (>=1.25.0,<2.0.0)", "mwparserfromhell (>=0.6.4,<0.7.0)", "mwxml (>=0.3.3,<0.4.0)", "newspaper3k (>=0.2.8,<0.3.0)", "numexpr (>=2.8.6,<3.0.0)", "openai (<2)", "openapi-pydantic (>=0.3.2,<0.4.0)", "pandas (>=2.0.1,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pgvector (>=0.1.6,<0.2.0)", "praw (>=7.7.1,<8.0.0)", "psychicapi (>=0.8.0,<0.9.0)", "py-trello (>=0.19.0,<0.20.0)", "pymupdf (>=1.22.3,<2.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pypdfium2 (>=4.10.0,<5.0.0)", "pyspark (>=3.4.0,<4.0.0)", "rank-bm25 (>=0.2.2,<0.3.0)", "rapidfuzz (>=3.1.1,<4.0.0)", "rapidocr-onnxruntime (>=1.3.2,<2.0.0)", "rdflib (==7.0.0)", "requests-toolbelt (>=1.0.0,<2.0.0)", "rspace_client (>=2.5.0,<3.0.0)", "scikit-learn (>=1.2.2,<2.0.0)", "sqlite-vss (>=0.1.2,<0.2.0)", "streamlit (>=1.18.0,<2.0.0)", "sympy (>=1.12,<2.0)", "telethon (>=1.28.5,<2.0.0)", "timescale-vector (>=0.0.1,<0.0.2)", "tqdm (>=4.48.0)", "upstash-redis (>=0.15.0,<0.16.0)", "xata (>=1.0.0a7,<2.0.0)", "xmltodict (>=0.13.0,<0.14.0)"]
 javascript = ["esprima (>=4.0.1,<5.0.0)"]
 llms = ["clarifai (>=9.1.0)", "cohere (>=4,<6)", "huggingface_hub (>=0,<1)", "manifest-ml (>=0.0.1,<0.0.2)", "nlpcloud (>=1,<2)", "openai (<2)", "openlm (>=0.0.5,<0.0.6)", "torch (>=1,<3)", "transformers (>=4,<5)"]
-openai = ["openai (<2)", "tiktoken (>=0.3.2,<0.6.0) ; python_version >= \"3.9\""]
-qdrant = ["qdrant-client (>=1.3.1,<2.0.0) ; python_full_version >= \"3.8.1\" and python_version < \"3.12\""]
+openai = ["openai (<2)", "tiktoken (>=0.3.2,<0.6.0)"]
+qdrant = ["qdrant-client (>=1.3.1,<2.0.0)"]
 text-helpers = ["chardet (>=5.1.0,<6.0.0)"]
 
 [[package]]
@@ -1986,7 +1986,7 @@ description = "Community contributed LangChain integrations."
 optional = true
 python-versions = "<4.0,>=3.8.1"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "langchain_community-0.0.32-py3-none-any.whl", hash = "sha256:406977009999952d0705de3806de2b4867e9bb8eda8ca154a59c7a8ed58da38d"},
     {file = "langchain_community-0.0.32.tar.gz", hash = "sha256:1510217d646c8380f54e9850351f6d2a0b0dd73c501b666c6f4b40baa8160b29"},
@@ -2005,7 +2005,7 @@ tenacity = ">=8.1.0,<9.0.0"
 
 [package.extras]
 cli = ["typer (>=0.9.0,<0.10.0)"]
-extended-testing = ["aiosqlite (>=0.19.0,<0.20.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "anthropic (>=0.3.11,<0.4.0)", "arxiv (>=1.4,<2.0)", "assemblyai (>=0.17.0,<0.18.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "azure-ai-documentintelligence (>=1.0.0b1,<2.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "cassio (>=0.1.0,<0.2.0)", "chardet (>=5.1.0,<6.0.0)", "cloudpickle (>=2.0.0)", "cohere (>=4,<5)", "databricks-vectorsearch (>=0.21,<0.22)", "datasets (>=2.15.0,<3.0.0)", "dgml-utils (>=0.3.0,<0.4.0)", "elasticsearch (>=8.12.0,<9.0.0)", "esprima (>=4.0.1,<5.0.0)", "faiss-cpu (>=1,<2)", "feedparser (>=6.0.10,<7.0.0)", "fireworks-ai (>=0.9.0,<0.10.0)", "friendli-client (>=1.2.4,<2.0.0)", "geopandas (>=0.13.1,<0.14.0)", "gitpython (>=3.1.32,<4.0.0)", "google-cloud-documentai (>=2.20.1,<3.0.0)", "gql (>=3.4.1,<4.0.0)", "gradientai (>=1.4.0,<2.0.0)", "hdbcli (>=2.19.21,<3.0.0)", "hologres-vector (>=0.0.6,<0.0.7)", "html2text (>=2020.1.16,<2021.0.0)", "httpx (>=0.24.1,<0.25.0)", "httpx-sse (>=0.4.0,<0.5.0)", "javelin-sdk (>=0.1.8,<0.2.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "jsonschema (>1)", "lxml (>=4.9.3,<6.0)", "markdownify (>=0.11.6,<0.12.0)", "motor (>=3.3.1,<4.0.0)", "msal (>=1.25.0,<2.0.0)", "mwparserfromhell (>=0.6.4,<0.7.0)", "mwxml (>=0.3.3,<0.4.0)", "newspaper3k (>=0.2.8,<0.3.0)", "numexpr (>=2.8.6,<3.0.0)", "nvidia-riva-client (>=2.14.0,<3.0.0)", "oci (>=2.119.1,<3.0.0)", "openai (<2)", "openapi-pydantic (>=0.3.2,<0.4.0)", "oracle-ads (>=2.9.1,<3.0.0)", "pandas (>=2.0.1,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pgvector (>=0.1.6,<0.2.0)", "praw (>=7.7.1,<8.0.0)", "premai (>=0.3.25,<0.4.0)", "psychicapi (>=0.8.0,<0.9.0)", "py-trello (>=0.19.0,<0.20.0)", "pyjwt (>=2.8.0,<3.0.0)", "pymupdf (>=1.22.3,<2.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pypdfium2 (>=4.10.0,<5.0.0)", "pyspark (>=3.4.0,<4.0.0)", "rank-bm25 (>=0.2.2,<0.3.0)", "rapidfuzz (>=3.1.1,<4.0.0)", "rapidocr-onnxruntime (>=1.3.2,<2.0.0) ; python_full_version >= \"3.8.1\" and python_version < \"3.12\"", "rdflib (==7.0.0)", "requests-toolbelt (>=1.0.0,<2.0.0)", "rspace_client (>=2.5.0,<3.0.0)", "scikit-learn (>=1.2.2,<2.0.0)", "sqlite-vss (>=0.1.2,<0.2.0)", "streamlit (>=1.18.0,<2.0.0) ; python_full_version >= \"3.8.1\" and python_full_version != \"3.9.7\" and python_version < \"4.0\"", "sympy (>=1.12,<2.0)", "telethon (>=1.28.5,<2.0.0)", "tidb-vector (>=0.0.3,<1.0.0)", "timescale-vector (>=0.0.1,<0.0.2)", "tqdm (>=4.48.0)", "tree-sitter (>=0.20.2,<0.21.0)", "tree-sitter-languages (>=1.8.0,<2.0.0)", "upstash-redis (>=0.15.0,<0.16.0)", "vdms (>=0.0.20,<0.0.21)", "xata (>=1.0.0a7,<2.0.0)", "xmltodict (>=0.13.0,<0.14.0)"]
+extended-testing = ["aiosqlite (>=0.19.0,<0.20.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "anthropic (>=0.3.11,<0.4.0)", "arxiv (>=1.4,<2.0)", "assemblyai (>=0.17.0,<0.18.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "azure-ai-documentintelligence (>=1.0.0b1,<2.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "cassio (>=0.1.0,<0.2.0)", "chardet (>=5.1.0,<6.0.0)", "cloudpickle (>=2.0.0)", "cohere (>=4,<5)", "databricks-vectorsearch (>=0.21,<0.22)", "datasets (>=2.15.0,<3.0.0)", "dgml-utils (>=0.3.0,<0.4.0)", "elasticsearch (>=8.12.0,<9.0.0)", "esprima (>=4.0.1,<5.0.0)", "faiss-cpu (>=1,<2)", "feedparser (>=6.0.10,<7.0.0)", "fireworks-ai (>=0.9.0,<0.10.0)", "friendli-client (>=1.2.4,<2.0.0)", "geopandas (>=0.13.1,<0.14.0)", "gitpython (>=3.1.32,<4.0.0)", "google-cloud-documentai (>=2.20.1,<3.0.0)", "gql (>=3.4.1,<4.0.0)", "gradientai (>=1.4.0,<2.0.0)", "hdbcli (>=2.19.21,<3.0.0)", "hologres-vector (>=0.0.6,<0.0.7)", "html2text (>=2020.1.16,<2021.0.0)", "httpx (>=0.24.1,<0.25.0)", "httpx-sse (>=0.4.0,<0.5.0)", "javelin-sdk (>=0.1.8,<0.2.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "jsonschema (>1)", "lxml (>=4.9.3,<6.0)", "markdownify (>=0.11.6,<0.12.0)", "motor (>=3.3.1,<4.0.0)", "msal (>=1.25.0,<2.0.0)", "mwparserfromhell (>=0.6.4,<0.7.0)", "mwxml (>=0.3.3,<0.4.0)", "newspaper3k (>=0.2.8,<0.3.0)", "numexpr (>=2.8.6,<3.0.0)", "nvidia-riva-client (>=2.14.0,<3.0.0)", "oci (>=2.119.1,<3.0.0)", "openai (<2)", "openapi-pydantic (>=0.3.2,<0.4.0)", "oracle-ads (>=2.9.1,<3.0.0)", "pandas (>=2.0.1,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pgvector (>=0.1.6,<0.2.0)", "praw (>=7.7.1,<8.0.0)", "premai (>=0.3.25,<0.4.0)", "psychicapi (>=0.8.0,<0.9.0)", "py-trello (>=0.19.0,<0.20.0)", "pyjwt (>=2.8.0,<3.0.0)", "pymupdf (>=1.22.3,<2.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pypdfium2 (>=4.10.0,<5.0.0)", "pyspark (>=3.4.0,<4.0.0)", "rank-bm25 (>=0.2.2,<0.3.0)", "rapidfuzz (>=3.1.1,<4.0.0)", "rapidocr-onnxruntime (>=1.3.2,<2.0.0)", "rdflib (==7.0.0)", "requests-toolbelt (>=1.0.0,<2.0.0)", "rspace_client (>=2.5.0,<3.0.0)", "scikit-learn (>=1.2.2,<2.0.0)", "sqlite-vss (>=0.1.2,<0.2.0)", "streamlit (>=1.18.0,<2.0.0)", "sympy (>=1.12,<2.0)", "telethon (>=1.28.5,<2.0.0)", "tidb-vector (>=0.0.3,<1.0.0)", "timescale-vector (>=0.0.1,<0.0.2)", "tqdm (>=4.48.0)", "tree-sitter (>=0.20.2,<0.21.0)", "tree-sitter-languages (>=1.8.0,<2.0.0)", "upstash-redis (>=0.15.0,<0.16.0)", "vdms (>=0.0.20,<0.0.21)", "xata (>=1.0.0a7,<2.0.0)", "xmltodict (>=0.13.0,<0.14.0)"]
 
 [[package]]
 name = "langchain-core"
@@ -2014,6 +2014,7 @@ description = "Building applications with LLMs through composability"
 optional = true
 python-versions = "<4.0,>=3.8.1"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "langchain_core-0.1.42-py3-none-any.whl", hash = "sha256:c5653ffa08a44f740295c157a24c0def4a753333f6a2c41f76bf431cd00be8b5"},
     {file = "langchain_core-0.1.42.tar.gz", hash = "sha256:40751bf60ea5d8e2b2efe65290db434717ee3834870c002e40e2811f09d814e6"},
@@ -2037,7 +2038,7 @@ description = "LangChain text splitting utilities"
 optional = true
 python-versions = "<4.0,>=3.8.1"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "langchain_text_splitters-0.0.2-py3-none-any.whl", hash = "sha256:13887f32705862c1e1454213cb7834a63aae57c26fcd80346703a1d09c46168d"},
     {file = "langchain_text_splitters-0.0.2.tar.gz", hash = "sha256:ac8927dc0ba08eba702f6961c9ed7df7cead8de19a9f7101ab2b5ea34201b3c1"},
@@ -2056,7 +2057,7 @@ description = "Language detection library ported from Google's language-detectio
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "langdetect-1.0.9-py2-none-any.whl", hash = "sha256:7cbc0746252f19e76f77c0b1690aadf01963be835ef0cd4b56dddf2a8f1dfc2a"},
     {file = "langdetect-1.0.9.tar.gz", hash = "sha256:cbc1fef89f8d062739774bd51eda3da3274006b3661d199c2655f6b3f6d605a0"},
@@ -2072,6 +2073,7 @@ description = "Client library to connect to the LangSmith LLM Tracing and Evalua
 optional = true
 python-versions = "<4.0,>=3.8.1"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "langsmith-0.1.147-py3-none-any.whl", hash = "sha256:7166fc23b965ccf839d64945a78e9f1157757add228b086141eb03a60d699a15"},
     {file = "langsmith-0.1.147.tar.gz", hash = "sha256:2e933220318a4e73034657103b3b1a3a6109cc5db3566a7e8e03be8d6d7def7a"},
@@ -2097,6 +2099,7 @@ description = "Links recognition library with FULL unicode support."
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "linkify-it-py-2.0.3.tar.gz", hash = "sha256:68cda27e162e9215c17d786649d1da0021a451bdc436ef9e0fa0ba5234b9b048"},
     {file = "linkify_it_py-2.0.3-py3-none-any.whl", hash = "sha256:6bcbc417b0ac14323382aef5c5192c0075bf8a9d6b41820a2b66371eac6b6d79"},
@@ -2118,7 +2121,7 @@ description = "Powerful and Pythonic XML processing library combining libxml2/li
 optional = true
 python-versions = ">=3.6"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "lxml-5.3.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:dd36439be765e2dde7660212b5275641edbc813e7b24668831a5c8ac91180656"},
     {file = "lxml-5.3.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ae5fe5c4b525aa82b8076c1a59d642c17b6e8739ecf852522c6321852178119d"},
@@ -2274,7 +2277,7 @@ description = "Python implementation of John Gruber's Markdown."
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "Markdown-3.7-py3-none-any.whl", hash = "sha256:7eb6df5690b81a1d7942992c97fad2938e956e79df20cbc6186e9c3a77b1c803"},
     {file = "markdown-3.7.tar.gz", hash = "sha256:2ae2471477cfd02dbbf038d5d9bc226d40def84b4fe2986e49b59b6b472bbed2"},
@@ -2291,6 +2294,7 @@ description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
     {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
@@ -2318,6 +2322,7 @@ description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8"},
     {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158"},
@@ -2389,7 +2394,7 @@ description = "A lightweight library for converting complex datatypes to and fro
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"vector-db-based\" or extra == \"file-based\""
+markers = "(extra == \"vector-db-based\" or extra == \"file-based\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
 files = [
     {file = "marshmallow-3.25.1-py3-none-any.whl", hash = "sha256:ec5d00d873ce473b7f2ffcb7104286a376c354cab0c2fa12f5573dab03e87210"},
     {file = "marshmallow-3.25.1.tar.gz", hash = "sha256:f4debda3bb11153d81ac34b0d582bf23053055ee11e791b54b4b35493468040a"},
@@ -2410,7 +2415,7 @@ description = "Python plotting package"
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "matplotlib-3.10.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2c5829a5a1dd5a71f0e31e6e8bb449bc0ee9dbfb05ad28fc0c6b55101b3a4be6"},
     {file = "matplotlib-3.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a2a43cbefe22d653ab34bb55d42384ed30f611bcbdea1f8d7f431011a2e1c62e"},
@@ -2469,6 +2474,7 @@ description = "McCabe checker, plugin for flake8"
 optional = false
 python-versions = ">=3.6"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"},
     {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
@@ -2481,6 +2487,7 @@ description = "Collection of plugins for markdown-it-py"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "mdit_py_plugins-0.4.2-py3-none-any.whl", hash = "sha256:0c673c3f889399a33b95e88d2f0d111b4447bdfea7f237dab2d488f459835636"},
     {file = "mdit_py_plugins-0.4.2.tar.gz", hash = "sha256:5f2cd1fdb606ddf152d37ec30e46101a60512bc0e5fa1a7002c36647b09e26b5"},
@@ -2501,6 +2508,7 @@ description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
@@ -2513,6 +2521,7 @@ description = "A memory profiler for Python applications"
 optional = false
 python-versions = ">=3.7.0"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "memray-1.15.0-cp310-cp310-macosx_10_14_x86_64.whl", hash = "sha256:9b623c0c651d611dd068236566a8a202250e3d59307c3a3f241acc47835e73eb"},
     {file = "memray-1.15.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:74765f92887b7eed152e3b9f14c147c43bf0247417b18c7ea0dec173cd01633c"},
@@ -2566,10 +2575,10 @@ textual = ">=0.41.0"
 
 [package.extras]
 benchmark = ["asv"]
-dev = ["Cython", "IPython", "asv", "black", "bump2version", "check-manifest", "flake8", "furo", "greenlet ; python_version < \"3.14\"", "ipython", "isort", "mypy", "packaging", "pytest", "pytest-cov", "pytest-textual-snapshot", "setuptools ; python_version >= \"3.12\"", "sphinx", "sphinx-argparse", "textual (>=0.43,!=0.65.2,!=0.66)", "towncrier"]
+dev = ["Cython", "IPython", "asv", "black", "bump2version", "check-manifest", "flake8", "furo", "greenlet", "ipython", "isort", "mypy", "packaging", "pytest", "pytest-cov", "pytest-textual-snapshot", "setuptools", "sphinx", "sphinx-argparse", "textual (>=0.43,!=0.65.2,!=0.66)", "towncrier"]
 docs = ["IPython", "bump2version", "furo", "sphinx", "sphinx-argparse", "towncrier"]
 lint = ["black", "check-manifest", "flake8", "isort", "mypy"]
-test = ["Cython", "greenlet ; python_version < \"3.14\"", "ipython", "packaging", "pytest", "pytest-cov", "pytest-textual-snapshot", "setuptools ; python_version >= \"3.12\"", "textual (>=0.43,!=0.65.2,!=0.66)"]
+test = ["Cython", "greenlet", "ipython", "packaging", "pytest", "pytest-cov", "pytest-textual-snapshot", "setuptools", "textual (>=0.43,!=0.65.2,!=0.66)"]
 
 [[package]]
 name = "multidict"
@@ -2578,7 +2587,7 @@ description = "multidict implementation"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "multidict-6.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3380252550e372e8511d49481bd836264c009adb826b23fefcc5dd3c69692f60"},
     {file = "multidict-6.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:99f826cbf970077383d7de805c0681799491cb939c25450b9b5b3ced03ca99f1"},
@@ -2684,6 +2693,7 @@ description = "Optional static typing for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "mypy-1.14.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:52686e37cf13d559f668aa398dd7ddf1f92c5d613e4f8cb262be2fb4fedb0fcb"},
     {file = "mypy-1.14.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1fb545ca340537d4b45d3eecdb3def05e913299ca72c290326be19b3804b39c0"},
@@ -2748,7 +2758,7 @@ files = [
     {file = "mypy_extensions-1.0.0-py3-none-any.whl", hash = "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d"},
     {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"},
 ]
-markers = {main = "extra == \"vector-db-based\" or extra == \"file-based\""}
+markers = {main = "(extra == \"vector-db-based\" or extra == \"file-based\") and (python_version <= \"3.11\" or python_version >= \"3.12\")", dev = "python_version <= \"3.11\" or python_version >= \"3.12\""}
 
 [[package]]
 name = "nltk"
@@ -2757,6 +2767,7 @@ description = "Natural Language Toolkit"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "nltk-3.9.1-py3-none-any.whl", hash = "sha256:4fa26829c5b00715afe3061398a8989dc643b92ce7dd93fb4585a70930d168a1"},
     {file = "nltk-3.9.1.tar.gz", hash = "sha256:87d127bd3de4bd89a4f81265e5fa59cb1b199b27440175370f7417d2bc7ae868"},
@@ -2783,6 +2794,7 @@ description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "numpy-1.26.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9ff0f4f29c51e2803569d7a51c2304de5554655a60c5d776e35b4a41413830d0"},
     {file = "numpy-1.26.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2e4ee3380d6de9c9ec04745830fd9e2eccb3e6cf790d39d7b98ffd19b0dd754a"},
@@ -2829,7 +2841,7 @@ description = "Python client library for the OpenAI API"
 optional = true
 python-versions = ">=3.7.1"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "openai-0.27.9-py3-none-any.whl", hash = "sha256:6a3cf8e276d1a6262b50562fbc0cba7967cfebb78ed827d375986b48fdad6475"},
     {file = "openai-0.27.9.tar.gz", hash = "sha256:b687761c82f5ebb6f61efc791b2083d2d068277b94802d4d1369efe39851813d"},
@@ -2862,7 +2874,7 @@ description = "A Python library to read/write Excel 2010 xlsx/xlsm files"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "openpyxl-3.1.5-py2.py3-none-any.whl", hash = "sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2"},
     {file = "openpyxl-3.1.5.tar.gz", hash = "sha256:cf0e3cf56142039133628b5acffe8ef0c12bc902d2aadd3e0fe5878dc08d1050"},
@@ -2878,6 +2890,7 @@ description = "Fast, correct Python JSON library supporting dataclasses, datetim
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "orjson-3.10.15-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:552c883d03ad185f720d0c09583ebde257e41b9521b74ff40e08b7dec4559c04"},
     {file = "orjson-3.10.15-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:616e3e8d438d02e4854f70bfdc03a6bcdb697358dbaa6bcd19cbe24d24ece1f8"},
@@ -2967,6 +2980,7 @@ description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "packaging-23.2-py3-none-any.whl", hash = "sha256:8c491190033a9af7e1d931d0b5dacc2ef47509b34dd0de67ed209b5203fc88c7"},
     {file = "packaging-23.2.tar.gz", hash = "sha256:048fb0e9405036518eaaf48a55953c750c11e1a1b68e0dd1a9d62ed0c092cfc5"},
@@ -2979,6 +2993,7 @@ description = "Powerful data structures for data analysis, time series, and stat
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pandas-2.2.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:90c6fca2acf139569e74e8781709dccb6fe25940488755716d1d354d6bc58bce"},
     {file = "pandas-2.2.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c7adfc142dac335d8c1e0dcbd37eb8617eac386596eb9e1a1b77791cf2498238"},
@@ -3013,9 +3028,9 @@ files = [
 
 [package.dependencies]
 numpy = [
+    {version = ">=1.22.4", markers = "python_version < \"3.11\""},
     {version = ">=1.23.2", markers = "python_version == \"3.11\""},
     {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
-    {version = ">=1.22.4", markers = "python_version < \"3.11\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -3053,7 +3068,7 @@ description = "Type annotations for pandas"
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "pandas_stubs-2.2.3.241126-py3-none-any.whl", hash = "sha256:74aa79c167af374fe97068acc90776c0ebec5266a6e5c69fe11e9c2cf51f2267"},
     {file = "pandas_stubs-2.2.3.241126.tar.gz", hash = "sha256:cf819383c6d9ae7d4dabf34cd47e1e45525bb2f312e6ad2939c2c204cb708acd"},
@@ -3070,6 +3085,7 @@ description = "Bring colors to your terminal."
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pastel-0.2.1-py2.py3-none-any.whl", hash = "sha256:4349225fcdf6c2bb34d483e523475de5bb04a5c10ef711263452cb37d7dd4364"},
     {file = "pastel-0.2.1.tar.gz", hash = "sha256:e6581ac04e973cac858828c6202c1e1e81fee1dc7de7683f3e1ffe0bfd8a573d"},
@@ -3082,7 +3098,7 @@ description = "A wrapper around the pdftoppm and pdftocairo command line tools t
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "pdf2image-1.16.3-py3-none-any.whl", hash = "sha256:b6154164af3677211c22cbb38b2bd778b43aca02758e962fe1e231f6d3b0e380"},
     {file = "pdf2image-1.16.3.tar.gz", hash = "sha256:74208810c2cef4d9e347769b8e62a52303982ddb4f2dfd744c7ab4b940ae287e"},
@@ -3098,7 +3114,7 @@ description = "PDF parser and analyzer"
 optional = true
 python-versions = ">=3.6"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "pdfminer.six-20221105-py3-none-any.whl", hash = "sha256:1eaddd712d5b2732f8ac8486824533514f8ba12a0787b3d5fe1e686cd826532d"},
     {file = "pdfminer.six-20221105.tar.gz", hash = "sha256:8448ab7b939d18b64820478ecac5394f482d7a79f5f7eaa7703c6c959c175e1d"},
@@ -3120,6 +3136,7 @@ description = "API Documentation for Python Projects"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pdoc-15.0.1-py3-none-any.whl", hash = "sha256:fd437ab8eb55f9b942226af7865a3801e2fb731665199b74fd9a44737dbe20f9"},
     {file = "pdoc-15.0.1.tar.gz", hash = "sha256:3b08382c9d312243ee6c2a1813d0ff517a6ab84d596fa2c6c6b5255b17c3d666"},
@@ -3137,7 +3154,7 @@ description = "Python Imaging Library (Fork)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"vector-db-based\" or extra == \"file-based\""
+markers = "(extra == \"vector-db-based\" or extra == \"file-based\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
 files = [
     {file = "pillow-11.1.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:e1abe69aca89514737465752b4bcaf8016de61b3be1397a8fc260ba33321b3a8"},
     {file = "pillow-11.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c640e5a06869c75994624551f45e5506e4256562ead981cce820d5ab39ae2192"},
@@ -3217,7 +3234,7 @@ docs = ["furo", "olefile", "sphinx (>=8.1)", "sphinx-copybutton", "sphinx-inline
 fpx = ["olefile"]
 mic = ["olefile"]
 tests = ["check-manifest", "coverage (>=7.4.2)", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout", "trove-classifiers (>=2024.10.12)"]
-typing = ["typing-extensions ; python_version < \"3.10\""]
+typing = ["typing-extensions"]
 xmp = ["defusedxml"]
 
 [[package]]
@@ -3227,6 +3244,7 @@ description = "A small Python package for determining appropriate platform-speci
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "platformdirs-4.3.6-py3-none-any.whl", hash = "sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb"},
     {file = "platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907"},
@@ -3244,7 +3262,7 @@ description = "An open-source, interactive data visualization library for Python
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "plotly-5.24.1-py3-none-any.whl", hash = "sha256:f67073a1e637eb0dc3e46324d9d51e2fe76e9727c892dde64ddf1e1b51f29089"},
     {file = "plotly-5.24.1.tar.gz", hash = "sha256:dbc8ac8339d248a4bcc36e08a5659bacfe1b079390b8953533f4eb22169b4bae"},
@@ -3261,6 +3279,7 @@ description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
     {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
@@ -3277,6 +3296,7 @@ description = "A task runner that works well with poetry."
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "poethepoet-0.24.4-py3-none-any.whl", hash = "sha256:fb4ea35d7f40fe2081ea917d2e4102e2310fda2cde78974050ca83896e229075"},
     {file = "poethepoet-0.24.4.tar.gz", hash = "sha256:ff4220843a87c888cbcb5312c8905214701d0af60ac7271795baa8369b428fef"},
@@ -3296,7 +3316,7 @@ description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "propcache-0.2.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6b3f39a85d671436ee3d12c017f8fdea38509e4f25b28eb25877293c98c243f6"},
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@@ -3389,6 +3409,7 @@ description = "Beautiful, Pythonic protocol buffers"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "proto_plus-1.26.1-py3-none-any.whl", hash = "sha256:13285478c2dcf2abb829db158e1047e2f1e8d63a077d94263c2b88b043c75a66"},
     {file = "proto_plus-1.26.1.tar.gz", hash = "sha256:21a515a4c4c0088a773899e23c7bbade3d18f9c66c73edd4c7ee3816bc96a012"},
@@ -3402,21 +3423,24 @@ testing = ["google-api-core (>=1.31.5)"]
 
 [[package]]
 name = "protobuf"
-version = "6.30.2"
+version = "5.29.4"
 description = ""
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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-    {file = "protobuf-6.30.2-cp39-abi3-manylinux2014_x86_64.whl", hash = "sha256:4f6c687ae8efae6cf6093389a596548214467778146b7245e886f35e1485315d"},
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-    {file = "protobuf-6.30.2.tar.gz", hash = "sha256:35c859ae076d8c56054c25b59e5e59638d86545ed6e2b6efac6be0b6ea3ba048"},
+    {file = "protobuf-5.29.4-cp310-abi3-win32.whl", hash = "sha256:13eb236f8eb9ec34e63fc8b1d6efd2777d062fa6aaa68268fb67cf77f6839ad7"},
+    {file = "protobuf-5.29.4-cp310-abi3-win_amd64.whl", hash = "sha256:bcefcdf3976233f8a502d265eb65ea740c989bacc6c30a58290ed0e519eb4b8d"},
+    {file = "protobuf-5.29.4-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:307ecba1d852ec237e9ba668e087326a67564ef83e45a0189a772ede9e854dd0"},
+    {file = "protobuf-5.29.4-cp38-abi3-manylinux2014_aarch64.whl", hash = "sha256:aec4962f9ea93c431d5714ed1be1c93f13e1a8618e70035ba2b0564d9e633f2e"},
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+    {file = "protobuf-5.29.4-cp38-cp38-win32.whl", hash = "sha256:1832f0515b62d12d8e6ffc078d7e9eb06969aa6dc13c13e1036e39d73bebc2de"},
+    {file = "protobuf-5.29.4-cp38-cp38-win_amd64.whl", hash = "sha256:476cb7b14914c780605a8cf62e38c2a85f8caff2e28a6a0bad827ec7d6c85d68"},
+    {file = "protobuf-5.29.4-cp39-cp39-win32.whl", hash = "sha256:fd32223020cb25a2cc100366f1dedc904e2d71d9322403224cdde5fdced0dabe"},
+    {file = "protobuf-5.29.4-cp39-cp39-win_amd64.whl", hash = "sha256:678974e1e3a9b975b8bc2447fca458db5f93a2fb6b0c8db46b6675b5b5346812"},
+    {file = "protobuf-5.29.4-py3-none-any.whl", hash = "sha256:3fde11b505e1597f71b875ef2fc52062b6a9740e5f7c8997ce878b6009145862"},
+    {file = "protobuf-5.29.4.tar.gz", hash = "sha256:4f1dfcd7997b31ef8f53ec82781ff434a28bf71d9102ddde14d076adcfc78c99"},
 ]
 
 [[package]]
@@ -3426,6 +3450,7 @@ description = "Cross-platform lib for process and system monitoring in Python."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "psutil-6.1.0-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:ff34df86226c0227c52f38b919213157588a678d049688eded74c76c8ba4a5d0"},
     {file = "psutil-6.1.0-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:c0e0c00aa18ca2d3b2b991643b799a15fc8f0563d2ebb6040f64ce8dc027b942"},
@@ -3457,7 +3482,7 @@ description = "Python library for Apache Arrow"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "pyarrow-19.0.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:fc28912a2dc924dddc2087679cc8b7263accc71b9ff025a1362b004711661a69"},
     {file = "pyarrow-19.0.1-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:fca15aabbe9b8355800d923cc2e82c8ef514af321e18b437c3d782aa884eaeec"},
@@ -3513,6 +3538,7 @@ description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629"},
     {file = "pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034"},
@@ -3525,6 +3551,7 @@ description = "A collection of ASN.1-based protocols modules"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pyasn1_modules-0.4.2-py3-none-any.whl", hash = "sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a"},
     {file = "pyasn1_modules-0.4.2.tar.gz", hash = "sha256:677091de870a80aae844b1ca6134f54652fa2c8c5a52aa396440ac3106e941e6"},
@@ -3540,6 +3567,7 @@ description = "Python style guide checker"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pycodestyle-2.11.1-py2.py3-none-any.whl", hash = "sha256:44fe31000b2d866f2e41841b18528a505fbd7fef9017b04eff4e2648a0fadc67"},
     {file = "pycodestyle-2.11.1.tar.gz", hash = "sha256:41ba0e7afc9752dfb53ced5489e89f8186be00e599e712660695b7a75ff2663f"},
@@ -3552,7 +3580,7 @@ description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "platform_python_implementation != \"PyPy\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and platform_python_implementation != \"PyPy\""
 files = [
     {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
     {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
@@ -3565,6 +3593,7 @@ description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pydantic-2.10.5-py3-none-any.whl", hash = "sha256:4dd4e322dbe55472cb7ca7e73f4b63574eecccf2835ffa2af9021ce113c83c53"},
     {file = "pydantic-2.10.5.tar.gz", hash = "sha256:278b38dbbaec562011d659ee05f63346951b3a248a6f3642e1bc68894ea2b4ff"},
@@ -3577,7 +3606,7 @@ typing-extensions = ">=4.12.2"
 
 [package.extras]
 email = ["email-validator (>=2.0.0)"]
-timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows\""]
+timezone = ["tzdata"]
 
 [[package]]
 name = "pydantic-core"
@@ -3586,6 +3615,7 @@ description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pydantic_core-2.27.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2d367ca20b2f14095a8f4fa1210f5a7b78b8a20009ecced6b12818f455b1e9fa"},
     {file = "pydantic_core-2.27.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:491a2b73db93fab69731eaee494f320faa4e093dbed776be1a829c2eb222c34c"},
@@ -3699,6 +3729,7 @@ description = "passive checker of Python programs"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pyflakes-3.1.0-py2.py3-none-any.whl", hash = "sha256:4132f6d49cb4dae6819e5379898f2b8cce3c5f23994194c24b77d5da2e36f774"},
     {file = "pyflakes-3.1.0.tar.gz", hash = "sha256:a0aae034c444db0071aa077972ba4768d40c830d9539fd45bf4cd3f8f6992efc"},
@@ -3711,6 +3742,7 @@ description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pygments-2.19.1-py3-none-any.whl", hash = "sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c"},
     {file = "pygments-2.19.1.tar.gz", hash = "sha256:61c16d2a8576dc0649d9f39e089b5f02bcd27fba10d8fb4dcc28173f7a45151f"},
@@ -3726,6 +3758,7 @@ description = "JSON Web Token implementation in Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "PyJWT-2.10.1-py3-none-any.whl", hash = "sha256:dcdd193e30abefd5debf142f9adfcdd2b58004e644f25406ffaebd50bd98dacb"},
     {file = "pyjwt-2.10.1.tar.gz", hash = "sha256:3cc5772eb20009233caf06e9d8a0577824723b44e6648ee0a2aedb6cf9381953"},
@@ -3744,6 +3777,7 @@ description = "A development tool to measure, monitor and analyze the memory beh
 optional = false
 python-versions = ">=3.6"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "Pympler-1.1-py3-none-any.whl", hash = "sha256:5b223d6027d0619584116a0cbc28e8d2e378f7a79c1e5e024f9ff3b673c58506"},
     {file = "pympler-1.1.tar.gz", hash = "sha256:1eaa867cb8992c218430f1708fdaccda53df064144d1c5656b1e6f1ee6000424"},
@@ -3759,7 +3793,7 @@ description = "pyparsing module - Classes and methods to define and execute pars
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "pyparsing-3.2.1-py3-none-any.whl", hash = "sha256:506ff4f4386c4cec0590ec19e6302d3aedb992fdc02c761e90416f158dacf8e1"},
     {file = "pyparsing-3.2.1.tar.gz", hash = "sha256:61980854fd66de3a90028d679a954d5f2623e83144b5afe5ee86f43d762e5f0a"},
@@ -3775,6 +3809,7 @@ description = "pyproject-flake8 (`pflake8`), a monkey patching wrapper to connec
 optional = false
 python-versions = ">=3.8.1"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pyproject_flake8-6.1.0-py3-none-any.whl", hash = "sha256:86ea5559263c098e1aa4f866776aa2cf45362fd91a576b9fd8fbbbb55db12c4e"},
     {file = "pyproject_flake8-6.1.0.tar.gz", hash = "sha256:6da8e5a264395e0148bc11844c6fb50546f1fac83ac9210f7328664135f9e70f"},
@@ -3791,6 +3826,7 @@ description = "Python Rate-Limiter using Leaky-Bucket Algorithm"
 optional = false
 python-versions = ">=3.8,<4.0"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pyrate_limiter-3.1.1-py3-none-any.whl", hash = "sha256:c51906f1d51d56dc992ff6c26e8300e32151bc6cfa3e6559792e31971dfd4e2b"},
     {file = "pyrate_limiter-3.1.1.tar.gz", hash = "sha256:2f57eda712687e6eccddf6afe8f8a15b409b97ed675fe64a626058f12863b7b7"},
@@ -3807,6 +3843,7 @@ description = "Persistent/Functional/Immutable data structures"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pyrsistent-0.20.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:8c3aba3e01235221e5b229a6c05f585f344734bd1ad42a8ac51493d74722bbce"},
     {file = "pyrsistent-0.20.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c1beb78af5423b879edaf23c5591ff292cf7c33979734c99aa66d5914ead880f"},
@@ -3849,7 +3886,7 @@ description = "Python-tesseract is a python wrapper for Google's Tesseract-OCR"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "pytesseract-0.3.10-py3-none-any.whl", hash = "sha256:8f22cc98f765bf13517ead0c70effedb46c153540d25783e04014f28b55a5fc6"},
     {file = "pytesseract-0.3.10.tar.gz", hash = "sha256:f1c3a8b0f07fd01a1085d451f5b8315be6eec1d5577a6796d46dc7a62bd4120f"},
@@ -3866,6 +3903,7 @@ description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pytest-7.4.4-py3-none-any.whl", hash = "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8"},
     {file = "pytest-7.4.4.tar.gz", hash = "sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280"},
@@ -3889,6 +3927,7 @@ description = "Pytest plugin for measuring coverage."
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pytest-cov-6.0.0.tar.gz", hash = "sha256:fde0b595ca248bb8e2d76f020b465f3b107c9632e6a1d1705f17834c89dcadc0"},
     {file = "pytest_cov-6.0.0-py3-none-any.whl", hash = "sha256:eee6f1b9e61008bd34975a4d5bab25801eb31898b032dd55addc93e96fcaaa35"},
@@ -3908,6 +3947,7 @@ description = "pytest-httpserver is a httpserver for pytest"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pytest_httpserver-1.1.1-py3-none-any.whl", hash = "sha256:aadc744bfac773a2ea93d05c2ef51fa23c087e3cc5dace3ea9d45cdd4bfe1fe8"},
     {file = "pytest_httpserver-1.1.1.tar.gz", hash = "sha256:e5c46c62c0aa65e5d4331228cb2cb7db846c36e429c3e74ca806f284806bf7c6"},
@@ -3923,6 +3963,7 @@ description = "A simple plugin to use with pytest"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pytest_memray-1.7.0-py3-none-any.whl", hash = "sha256:b896718c1adf6d0cd339dfaaaa5620f035c9919e1199a79b3453804a1254306f"},
     {file = "pytest_memray-1.7.0.tar.gz", hash = "sha256:c18fa907d2210b42f4096c093e2d3416dfc002dcaa450ef3f9ba819bc3dd8f5f"},
@@ -3944,6 +3985,7 @@ description = "Thin-wrapper around the mock package for easier use with pytest"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pytest-mock-3.14.0.tar.gz", hash = "sha256:2719255a1efeceadbc056d6bf3df3d1c5015530fb40cf347c0f9afac88410bd0"},
     {file = "pytest_mock-3.14.0-py3-none-any.whl", hash = "sha256:0b72c38033392a5f4621342fe11e9219ac11ec9d375f8e2a0c164539e0d70f6f"},
@@ -3962,7 +4004,7 @@ description = "Python binding for Rust's library for reading excel and odf file
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "python_calamine-0.2.3-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:f292a03591b1cab1537424851b74baa33b0a55affc315248a7592ba3de1c3e83"},
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@@ -4073,6 +4115,7 @@ description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
@@ -4088,7 +4131,7 @@ description = "Create, read, and update Microsoft Word .docx files."
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "python_docx-1.1.2-py3-none-any.whl", hash = "sha256:08c20d6058916fb19853fcf080f7f42b6270d89eac9fa5f8c15f691c0017fabe"},
     {file = "python_docx-1.1.2.tar.gz", hash = "sha256:0cf1f22e95b9002addca7948e16f2cd7acdfd498047f1941ca5d293db7762efd"},
@@ -4105,7 +4148,7 @@ description = "ISO 639 language codes, names, and other associated information"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "python_iso639-2024.10.22-py3-none-any.whl", hash = "sha256:02d3ce2e01c6896b30b9cbbd3e1c8ee0d7221250b5d63ea9803e0d2a81fd1047"},
     {file = "python_iso639-2024.10.22.tar.gz", hash = "sha256:750f21b6a0bc6baa24253a3d8aae92b582bf93aa40988361cd96852c2c6d9a52"},
@@ -4121,7 +4164,7 @@ description = "File type identification using libmagic"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "python-magic-0.4.27.tar.gz", hash = "sha256:c1ba14b08e4a5f5c31a302b7721239695b2f0f058d125bd5ce1ee36b9d9d3c3b"},
     {file = "python_magic-0.4.27-py2.py3-none-any.whl", hash = "sha256:c212960ad306f700aa0d01e5d7a325d20548ff97eb9920dcd29513174f0294d3"},
@@ -4134,7 +4177,7 @@ description = "Generate and manipulate Open XML PowerPoint (.pptx) files"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "python-pptx-0.6.21.tar.gz", hash = "sha256:7798a2aaf89563565b3c7120c0acfe9aff775db0db3580544e3bf4840c2e378f"},
 ]
@@ -4151,7 +4194,7 @@ description = "Python library for the snappy compression library from Google"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "python_snappy-0.7.3-py3-none-any.whl", hash = "sha256:074c0636cfcd97e7251330f428064050ac81a52c62ed884fc2ddebbb60ed7f50"},
     {file = "python_snappy-0.7.3.tar.gz", hash = "sha256:40216c1badfb2d38ac781ecb162a1d0ec40f8ee9747e610bcfefdfa79486cee3"},
@@ -4167,6 +4210,7 @@ description = "Universally unique lexicographically sortable identifier"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "python_ulid-3.0.0-py3-none-any.whl", hash = "sha256:e4c4942ff50dbd79167ad01ac725ec58f924b4018025ce22c858bfcff99a5e31"},
     {file = "python_ulid-3.0.0.tar.gz", hash = "sha256:e50296a47dc8209d28629a22fc81ca26c00982c78934bd7766377ba37ea49a9f"},
@@ -4182,6 +4226,7 @@ description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pytz-2024.2-py2.py3-none-any.whl", hash = "sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725"},
     {file = "pytz-2024.2.tar.gz", hash = "sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a"},
@@ -4194,7 +4239,7 @@ description = "Python for Window Extensions"
 optional = false
 python-versions = "*"
 groups = ["dev"]
-markers = "platform_system == \"Windows\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and platform_system == \"Windows\""
 files = [
     {file = "pywin32-308-cp310-cp310-win32.whl", hash = "sha256:796ff4426437896550d2981b9c2ac0ffd75238ad9ea2d3bfa67a1abd546d262e"},
     {file = "pywin32-308-cp310-cp310-win_amd64.whl", hash = "sha256:4fc888c59b3c0bef905ce7eb7e2106a07712015ea1c8234b703a088d46110e8e"},
@@ -4223,6 +4268,7 @@ description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"},
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf"},
@@ -4286,6 +4332,7 @@ description = "rapid fuzzy string matching"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "rapidfuzz-3.11.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:eb8a54543d16ab1b69e2c5ed96cabbff16db044a50eddfc028000138ca9ddf33"},
     {file = "rapidfuzz-3.11.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:231c8b2efbd7f8d2ecd1ae900363ba168b8870644bb8f2b5aa96e4a7573bde19"},
@@ -4387,6 +4434,7 @@ description = "Alternative regular expression module, to replace re."
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "regex-2024.11.6-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ff590880083d60acc0433f9c3f713c51f7ac6ebb9adf889c79a261ecf541aa91"},
     {file = "regex-2024.11.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:658f90550f38270639e83ce492f27d2c8d2cd63805c65a13a14d36ca126753f0"},
@@ -4491,6 +4539,7 @@ description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"},
     {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"},
@@ -4513,6 +4562,7 @@ description = "A persistent cache for python requests"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "requests_cache-1.2.1-py3-none-any.whl", hash = "sha256:1285151cddf5331067baa82598afe2d47c7495a1334bfe7a7d329b43e9fd3603"},
     {file = "requests_cache-1.2.1.tar.gz", hash = "sha256:68abc986fdc5b8d0911318fbb5f7c80eebcd4d01bfacc6685ecf8876052511d1"},
@@ -4544,6 +4594,7 @@ description = "Mock out responses from the requests package"
 optional = false
 python-versions = ">=3.5"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "requests-mock-1.12.1.tar.gz", hash = "sha256:e9e12e333b525156e82a3c852f22016b9158220d2f47454de9cae8a77d371401"},
     {file = "requests_mock-1.12.1-py2.py3-none-any.whl", hash = "sha256:b1e37054004cdd5e56c84454cc7df12b25f90f382159087f4b6915aaeef39563"},
@@ -4562,6 +4613,7 @@ description = "A utility belt for advanced users of python-requests"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "requests-toolbelt-1.0.0.tar.gz", hash = "sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6"},
     {file = "requests_toolbelt-1.0.0-py2.py3-none-any.whl", hash = "sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06"},
@@ -4577,6 +4629,7 @@ description = "This is a small Python module for parsing Pip requirement files."
 optional = false
 python-versions = "<4.0,>=3.8"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "requirements_parser-0.11.0-py3-none-any.whl", hash = "sha256:50379eb50311834386c2568263ae5225d7b9d0867fb55cf4ecc93959de2c2684"},
     {file = "requirements_parser-0.11.0.tar.gz", hash = "sha256:35f36dc969d14830bf459803da84f314dc3d17c802592e9e970f63d0359e5920"},
@@ -4593,6 +4646,7 @@ description = "Render rich text, tables, progress bars, syntax highlighting, mar
 optional = false
 python-versions = ">=3.8.0"
 groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "rich-13.9.4-py3-none-any.whl", hash = "sha256:6049d5e6ec054bf2779ab3358186963bac2ea89175919d699e378b99738c2a90"},
     {file = "rich-13.9.4.tar.gz", hash = "sha256:439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098"},
@@ -4613,6 +4667,7 @@ description = "Format click help output nicely with rich"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "rich_click-1.8.8-py3-none-any.whl", hash = "sha256:205aabd5a98e64ab2c105dee9e368be27480ba004c7dfa2accd0ed44f9f1550e"},
     {file = "rich_click-1.8.8.tar.gz", hash = "sha256:547c618dea916620af05d4a6456da797fbde904c97901f44d2f32f89d85d6c84"},
@@ -4634,6 +4689,7 @@ description = "Pure-Python RSA implementation"
 optional = false
 python-versions = "<4,>=3.6"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "rsa-4.9.1-py3-none-any.whl", hash = "sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762"},
     {file = "rsa-4.9.1.tar.gz", hash = "sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75"},
@@ -4649,6 +4705,7 @@ description = "An extremely fast Python linter and code formatter, written in Ru
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "ruff-0.11.5-py3-none-linux_armv6l.whl", hash = "sha256:2561294e108eb648e50f210671cc56aee590fb6167b594144401532138c66c7b"},
     {file = "ruff-0.11.5-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:ac12884b9e005c12d0bd121f56ccf8033e1614f736f766c118ad60780882a077"},
@@ -4677,7 +4734,7 @@ description = "A set of python modules for machine learning and data mining"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "scikit_learn-1.6.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d056391530ccd1e501056160e3c9673b4da4805eb67eb2bdf4e983e1f9c9204e"},
     {file = "scikit_learn-1.6.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:0c8d036eb937dbb568c6242fa598d551d88fb4399c0344d95c001980ec1c7d36"},
@@ -4733,7 +4790,7 @@ description = "Fundamental algorithms for scientific computing in Python"
 optional = true
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "scipy-1.15.1-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:c64ded12dcab08afff9e805a67ff4480f5e69993310e093434b10e85dc9d43e1"},
     {file = "scipy-1.15.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:5b190b935e7db569960b48840e5bef71dc513314cc4e79a1b7d14664f57fd4ff"},
@@ -4783,7 +4840,7 @@ numpy = ">=1.23.5,<2.5"
 [package.extras]
 dev = ["cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy (==1.10.0)", "pycodestyle", "pydevtool", "rich-click", "ruff (>=0.0.292)", "types-psutil", "typing_extensions"]
 doc = ["intersphinx_registry", "jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.16.5)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0,<8.0.0)", "sphinx-copybutton", "sphinx-design (>=0.4.0)"]
-test = ["Cython", "array-api-strict (>=2.0,<2.1.1)", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja ; sys_platform != \"emscripten\"", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
+test = ["Cython", "array-api-strict (>=2.0,<2.1.1)", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
 [[package]]
 name = "serpyco-rs"
@@ -4792,6 +4849,7 @@ description = ""
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "serpyco_rs-1.13.0-cp310-cp310-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:e722b3053e627d8a304e462bce20cae1670a2c4b0ef875b84d0de0081bec4029"},
     {file = "serpyco_rs-1.13.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7f10e89c752ff78d720a42e026b0a9ada70717ad6306a9356f794280167d62bf"},
@@ -4847,19 +4905,20 @@ description = "Easily download, build, install, upgrade, and uninstall Python pa
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "setuptools-76.0.0-py3-none-any.whl", hash = "sha256:199466a166ff664970d0ee145839f5582cb9bca7a0a3a2e795b6a9cb2308e9c6"},
     {file = "setuptools-76.0.0.tar.gz", hash = "sha256:43b4ee60e10b0d0ee98ad11918e114c70701bc6051662a9a675a0496c1a158f4"},
 ]
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\"", "ruff (>=0.8.0) ; sys_platform != \"cygwin\""]
-core = ["importlib_metadata (>=6) ; python_version < \"3.10\"", "jaraco.collections", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more_itertools", "more_itertools (>=8.8)", "packaging", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1) ; python_version < \"3.11\"", "wheel (>=0.43.0)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)", "ruff (>=0.8.0)"]
+core = ["importlib_metadata (>=6)", "jaraco.collections", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more_itertools", "more_itertools (>=8.8)", "packaging", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
 enabler = ["pytest-enabler (>=2.2)"]
-test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21) ; python_version >= \"3.9\" and sys_platform != \"cygwin\"", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf ; sys_platform != \"cygwin\"", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
-type = ["importlib_metadata (>=7.0.2) ; python_version < \"3.10\"", "jaraco.develop (>=7.21) ; sys_platform != \"cygwin\"", "mypy (==1.14.*)", "pytest-mypy"]
+test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
+type = ["importlib_metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.14.*)", "pytest-mypy"]
 
 [[package]]
 name = "six"
@@ -4868,6 +4927,7 @@ description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
@@ -4880,6 +4940,7 @@ description = "Sniff out which async library your code is running under"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
     {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
@@ -4892,7 +4953,7 @@ description = "A modern CSS selector implementation for Beautiful Soup."
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "soupsieve-2.6-py3-none-any.whl", hash = "sha256:e72c4ff06e4fb6e4b5a9f0f55fe6e81514581fca1515028625d0f299c602ccc9"},
     {file = "soupsieve-2.6.tar.gz", hash = "sha256:e2e68417777af359ec65daac1057404a3c8a5455bb8abc36f1a9866ab1a51abb"},
@@ -4905,7 +4966,7 @@ description = "Database Abstraction Library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"vector-db-based\" or extra == \"sql\""
+markers = "(extra == \"vector-db-based\" or extra == \"sql\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
 files = [
     {file = "SQLAlchemy-2.0.37-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:da36c3b0e891808a7542c5c89f224520b9a16c7f5e4d6a1156955605e54aef0e"},
     {file = "SQLAlchemy-2.0.37-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e7402ff96e2b073a98ef6d6142796426d705addd27b9d26c3b32dbaa06d7d069"},
@@ -5002,7 +5063,7 @@ description = "Pretty-print tabular data"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f"},
     {file = "tabulate-0.9.0.tar.gz", hash = "sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c"},
@@ -5018,6 +5079,7 @@ description = "Retry code until it succeeds"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "tenacity-8.5.0-py3-none-any.whl", hash = "sha256:b594c2a5945830c267ce6b79a166228323ed52718f30302c1359836112346687"},
     {file = "tenacity-8.5.0.tar.gz", hash = "sha256:8bc6c0c8a09b31e6cad13c47afbed1a567518250a9a171418582ed8d9c20ca78"},
@@ -5034,6 +5096,7 @@ description = "Modern Text User Interface framework"
 optional = false
 python-versions = "<4.0.0,>=3.8.1"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "textual-1.0.0-py3-none-any.whl", hash = "sha256:2d4a701781c05104925e463ae370c630567c70c2880e92ab838052e3e23c986f"},
     {file = "textual-1.0.0.tar.gz", hash = "sha256:bec9fe63547c1c552569d1b75d309038b7d456c03f86dfa3706ddb099b151399"},
@@ -5046,7 +5109,7 @@ rich = ">=13.3.3"
 typing-extensions = ">=4.4.0,<5.0.0"
 
 [package.extras]
-syntax = ["tree-sitter (>=0.23.0) ; python_version >= \"3.9\"", "tree-sitter-bash (>=0.23.0) ; python_version >= \"3.9\"", "tree-sitter-css (>=0.23.0) ; python_version >= \"3.9\"", "tree-sitter-go (>=0.23.0) ; python_version >= \"3.9\"", "tree-sitter-html (>=0.23.0) ; python_version >= \"3.9\"", "tree-sitter-java (>=0.23.0) ; python_version >= \"3.9\"", "tree-sitter-javascript (>=0.23.0) ; python_version >= \"3.9\"", "tree-sitter-json (>=0.24.0) ; python_version >= \"3.9\"", "tree-sitter-markdown (>=0.3.0) ; python_version >= \"3.9\"", "tree-sitter-python (>=0.23.0) ; python_version >= \"3.9\"", "tree-sitter-regex (>=0.24.0) ; python_version >= \"3.9\"", "tree-sitter-rust (>=0.23.0) ; python_version >= \"3.9\"", "tree-sitter-sql (>=0.3.0) ; python_version >= \"3.9\"", "tree-sitter-toml (>=0.6.0) ; python_version >= \"3.9\"", "tree-sitter-xml (>=0.7.0) ; python_version >= \"3.9\"", "tree-sitter-yaml (>=0.6.0) ; python_version >= \"3.9\""]
+syntax = ["tree-sitter (>=0.23.0)", "tree-sitter-bash (>=0.23.0)", "tree-sitter-css (>=0.23.0)", "tree-sitter-go (>=0.23.0)", "tree-sitter-html (>=0.23.0)", "tree-sitter-java (>=0.23.0)", "tree-sitter-javascript (>=0.23.0)", "tree-sitter-json (>=0.24.0)", "tree-sitter-markdown (>=0.3.0)", "tree-sitter-python (>=0.23.0)", "tree-sitter-regex (>=0.24.0)", "tree-sitter-rust (>=0.23.0)", "tree-sitter-sql (>=0.3.0)", "tree-sitter-toml (>=0.6.0)", "tree-sitter-xml (>=0.7.0)", "tree-sitter-yaml (>=0.6.0)"]
 
 [[package]]
 name = "threadpoolctl"
@@ -5055,7 +5118,7 @@ description = "threadpoolctl"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "threadpoolctl-3.5.0-py3-none-any.whl", hash = "sha256:56c1e26c150397e58c4926da8eeee87533b1e32bef131bd4bf6a2f45f3185467"},
     {file = "threadpoolctl-3.5.0.tar.gz", hash = "sha256:082433502dd922bf738de0d8bcc4fdcbf0979ff44c42bd40f5af8a282f6fa107"},
@@ -5068,7 +5131,7 @@ description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "tiktoken-0.8.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b07e33283463089c81ef1467180e3e00ab00d46c2c4bbcef0acab5f771d6695e"},
     {file = "tiktoken-0.8.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9269348cb650726f44dd3bbb3f9110ac19a8dcc8f54949ad3ef652ca22a38e21"},
@@ -5151,7 +5214,7 @@ files = [
     {file = "tomli-2.2.1-py3-none-any.whl", hash = "sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc"},
     {file = "tomli-2.2.1.tar.gz", hash = "sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff"},
 ]
-markers = {main = "python_version == \"3.10\""}
+markers = {main = "python_version < \"3.11\"", dev = "python_version <= \"3.11\" or python_version >= \"3.12\""}
 
 [[package]]
 name = "tqdm"
@@ -5160,6 +5223,7 @@ description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -5182,6 +5246,7 @@ description = "Typing stubs for cachetools"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "types-cachetools-5.5.0.20240820.tar.gz", hash = "sha256:b888ab5c1a48116f7799cd5004b18474cd82b5463acb5ffb2db2fc9c7b053bc0"},
     {file = "types_cachetools-5.5.0.20240820-py3-none-any.whl", hash = "sha256:efb2ed8bf27a4b9d3ed70d33849f536362603a90b8090a328acf0cd42fda82e2"},
@@ -5194,6 +5259,7 @@ description = "Typing stubs for python-dateutil"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "types_python_dateutil-2.9.0.20241206-py3-none-any.whl", hash = "sha256:e248a4bc70a486d3e3ec84d0dc30eec3a5f979d6e7ee4123ae043eedbb987f53"},
     {file = "types_python_dateutil-2.9.0.20241206.tar.gz", hash = "sha256:18f493414c26ffba692a72369fea7a154c502646301ebfe3d56a04b3767284cb"},
@@ -5206,7 +5272,7 @@ description = "Typing stubs for pytz"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "types_pytz-2024.2.0.20241221-py3-none-any.whl", hash = "sha256:8fc03195329c43637ed4f593663df721fef919b60a969066e22606edf0b53ad5"},
     {file = "types_pytz-2024.2.0.20241221.tar.gz", hash = "sha256:06d7cde9613e9f7504766a0554a270c369434b50e00975b3a4a0f6eed0f2c1a9"},
@@ -5219,6 +5285,7 @@ description = "Typing stubs for PyYAML"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "types_PyYAML-6.0.12.20241230-py3-none-any.whl", hash = "sha256:fa4d32565219b68e6dee5f67534c722e53c00d1cfc09c435ef04d7353e1e96e6"},
     {file = "types_pyyaml-6.0.12.20241230.tar.gz", hash = "sha256:7f07622dbd34bb9c8b264fe860a17e0efcad00d50b5f27e93984909d9363498c"},
@@ -5231,6 +5298,7 @@ description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "types-requests-2.32.0.20241016.tar.gz", hash = "sha256:0d9cad2f27515d0e3e3da7134a1b6f28fb97129d86b867f24d9c726452634d95"},
     {file = "types_requests-2.32.0.20241016-py3-none-any.whl", hash = "sha256:4195d62d6d3e043a4eaaf08ff8a62184584d2e8684e9d2aa178c7915a7da3747"},
@@ -5246,6 +5314,7 @@ description = "Typing stubs for setuptools"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "types_setuptools-75.8.2.20250305-py3-none-any.whl", hash = "sha256:ba80953fd1f5f49e552285c024f75b5223096a38a5138a54d18ddd3fa8f6a2d4"},
     {file = "types_setuptools-75.8.2.20250305.tar.gz", hash = "sha256:a987269b49488f21961a1d99aa8d281b611625883def6392a93855b31544e405"},
@@ -5256,14 +5325,15 @@ setuptools = "*"
 
 [[package]]
 name = "typing-extensions"
-version = "4.12.2"
+version = "4.13.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
-    {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
-    {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
+    {file = "typing_extensions-4.13.2-py3-none-any.whl", hash = "sha256:a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c"},
+    {file = "typing_extensions-4.13.2.tar.gz", hash = "sha256:e6c81219bd689f51865d9e372991c540bda33a0379d5573cddb9a3a23f7caaef"},
 ]
 
 [[package]]
@@ -5273,7 +5343,7 @@ description = "Runtime inspection utilities for typing module."
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"vector-db-based\" or extra == \"file-based\""
+markers = "(extra == \"vector-db-based\" or extra == \"file-based\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
 files = [
     {file = "typing_inspect-0.9.0-py3-none-any.whl", hash = "sha256:9ee6fc59062311ef8547596ab6b955e1b8aa46242d854bfc78f4f6b0eff35f9f"},
     {file = "typing_inspect-0.9.0.tar.gz", hash = "sha256:b23fc42ff6f6ef6954e4852c1fb512cdd18dbea03134f91f856a95ccc9461f78"},
@@ -5290,6 +5360,7 @@ description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "tzdata-2025.1-py2.py3-none-any.whl", hash = "sha256:7e127113816800496f027041c570f50bcd464a020098a3b6b199517772303639"},
     {file = "tzdata-2025.1.tar.gz", hash = "sha256:24894909e88cdb28bd1636c6887801df64cb485bd593f2fd83ef29075a81d694"},
@@ -5302,6 +5373,7 @@ description = "Micro subset of unicode data files for linkify-it-py projects."
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "uc-micro-py-1.0.3.tar.gz", hash = "sha256:d321b92cff673ec58027c04015fcaa8bb1e005478643ff4a500882eaab88c48a"},
     {file = "uc_micro_py-1.0.3-py3-none-any.whl", hash = "sha256:db1dffff340817673d7b466ec86114a9dc0e9d4d9b5ba229d9d60e5c12600cd5"},
@@ -5317,7 +5389,7 @@ description = "A library that prepares raw documents for downstream ML tasks."
 optional = true
 python-versions = ">=3.7.0"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "unstructured-0.10.27-py3-none-any.whl", hash = "sha256:3a8a8e44302388ddc39c184059e8b4458f1cdc58032540b9af7d85f6c3eca3be"},
     {file = "unstructured-0.10.27.tar.gz", hash = "sha256:f567b5c4385993a9ab48db5563dd7b413aac4f2002bb22e6250496ea8f440f5e"},
@@ -5399,7 +5471,7 @@ description = "Python-tesseract is a python wrapper for Google's Tesseract-OCR"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "unstructured.pytesseract-0.3.13-py3-none-any.whl", hash = "sha256:8001bc860470d56185176eb3ceb4623e888eba058ca3b30af79003784bc40e19"},
     {file = "unstructured.pytesseract-0.3.13.tar.gz", hash = "sha256:ff2e6391496e457dbf4b4e327f4a4577cce18921ea6570dc74bd64381b10e963"},
@@ -5416,6 +5488,7 @@ description = "URL normalization for Python"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "url-normalize-1.4.3.tar.gz", hash = "sha256:d23d3a070ac52a67b83a1c59a0e68f8608d1cd538783b401bc9de2c0fac999b2"},
     {file = "url_normalize-1.4.3-py2.py3-none-any.whl", hash = "sha256:ec3c301f04e5bb676d333a7fa162fa977ad2ca04b7e652bfc9fac4e405728eed"},
@@ -5431,13 +5504,14 @@ description = "HTTP library with thread-safe connection pooling, file post, and
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"},
     {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"},
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
 h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
@@ -5449,6 +5523,7 @@ description = "Wildcard/glob file name matcher."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "wcmatch-10.0-py3-none-any.whl", hash = "sha256:0dd927072d03c0a6527a20d2e6ad5ba8d0380e60870c383bc533b71744df7b7a"},
     {file = "wcmatch-10.0.tar.gz", hash = "sha256:e72f0de09bba6a04e0de70937b0cf06e55f36f37b3deb422dfaf854b867b840a"},
@@ -5464,6 +5539,7 @@ description = "The comprehensive WSGI web application library."
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"},
     {file = "werkzeug-3.1.3.tar.gz", hash = "sha256:60723ce945c19328679790e3282cc758aa4a6040e4bb330f53d30fa546d44746"},
@@ -5482,6 +5558,7 @@ description = "Modern datetime library for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "whenever-0.6.16-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:901783ba877b5d73ce5b1bc1697c6097a9ac14c43064788b24ec7dc75a85a90a"},
     {file = "whenever-0.6.16-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4d374cd750ea68adb4ad69d52aef3838eda38ae63183c6135b122772ac053c66"},
@@ -5566,7 +5643,7 @@ description = "A Python module for creating Excel XLSX files."
 optional = true
 python-versions = ">=3.6"
 groups = ["main"]
-markers = "extra == \"file-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "XlsxWriter-3.2.0-py3-none-any.whl", hash = "sha256:ecfd5405b3e0e228219bcaf24c2ca0915e012ca9464a14048021d21a995d490e"},
     {file = "XlsxWriter-3.2.0.tar.gz", hash = "sha256:9977d0c661a72866a61f9f7a809e25ebbb0fb7036baa3b9fe74afcfca6b3cb8c"},
@@ -5579,6 +5656,7 @@ description = "Makes working with XML feel like you are working with JSON"
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "xmltodict-0.14.2-py2.py3-none-any.whl", hash = "sha256:20cc7d723ed729276e808f26fb6b3599f786cbc37e06c65e192ba77c40f20aac"},
     {file = "xmltodict-0.14.2.tar.gz", hash = "sha256:201e7c28bb210e374999d1dde6382923ab0ed1a8a5faeece48ab525b7810a553"},
@@ -5591,7 +5669,7 @@ description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7df647e8edd71f000a5208fe6ff8c382a1de8edfbccdbbfe649d263de07d8c34"},
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c69697d3adff5aa4f874b19c0e4ed65180ceed6318ec856ebc423aa5850d84f7"},
@@ -5689,18 +5767,18 @@ description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"vector-db-based\""
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
     {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
 ]
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
 type = ["pytest-mypy"]
 
 [extras]
diff --git a/unit_tests/sources/declarative/spec/test_spec.py b/unit_tests/sources/declarative/spec/test_spec.py
index bdd7ce857..e25e692a9 100644
--- a/unit_tests/sources/declarative/spec/test_spec.py
+++ b/unit_tests/sources/declarative/spec/test_spec.py
@@ -1,7 +1,9 @@
 #
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
+# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
 #
 
+from unittest.mock import Mock, mock_open
+
 import pytest
 
 from airbyte_cdk.models import (
@@ -37,7 +39,22 @@
 from airbyte_cdk.sources.declarative.models.declarative_component_schema import (
     State as component_declarative_oauth_state,
 )
+from airbyte_cdk.sources.declarative.spec.spec import ConfigMigration
 from airbyte_cdk.sources.declarative.spec.spec import Spec as component_spec
+from airbyte_cdk.sources.declarative.transformations.add_fields import AddedFieldDefinition
+from airbyte_cdk.sources.declarative.transformations.config_transformations.add_fields import (
+    ConfigAddFields,
+)
+from airbyte_cdk.sources.declarative.transformations.config_transformations.remap_field import (
+    ConfigRemapField,
+)
+from airbyte_cdk.sources.declarative.transformations.config_transformations.remove_fields import (
+    ConfigRemoveFields,
+)
+from airbyte_cdk.sources.declarative.validators.dpath_validator import DpathValidator
+from airbyte_cdk.sources.declarative.validators.validate_adheres_to_schema import (
+    ValidateAdheresToSchema,
+)
 
 
 @pytest.mark.parametrize(
@@ -142,3 +159,218 @@
 )
 def test_spec(spec, expected_connection_specification) -> None:
     assert spec.generate_spec() == expected_connection_specification
+
+
+@pytest.fixture
+def migration_mocks(monkeypatch):
+    mock_message_repository = Mock()
+    mock_message_repository.consume_queue.return_value = [Mock()]
+
+    mock_source = Mock()
+    mock_entrypoint = Mock()
+    mock_entrypoint.extract_config.return_value = "/fake/config/path"
+    monkeypatch.setattr(
+        "airbyte_cdk.sources.declarative.spec.spec.AirbyteEntrypoint", lambda _: mock_entrypoint
+    )
+
+    _mock_open = mock_open()
+    mock_json_dump = Mock()
+    mock_print = Mock()
+    mock_serializer_dump = Mock()
+
+    mock_decoded_bytes = Mock()
+    mock_decoded_bytes.decode.return_value = "decoded_message"
+    mock_orjson_dumps = Mock(return_value=mock_decoded_bytes)
+
+    monkeypatch.setattr("builtins.open", _mock_open)
+    monkeypatch.setattr("json.dump", mock_json_dump)
+    monkeypatch.setattr("builtins.print", mock_print)
+    monkeypatch.setattr(
+        "airbyte_cdk.models.airbyte_protocol_serializers.AirbyteMessageSerializer.dump",
+        mock_serializer_dump,
+    )
+    monkeypatch.setattr("airbyte_cdk.sources.declarative.spec.spec.orjson.dumps", mock_orjson_dumps)
+
+    return {
+        "message_repository": mock_message_repository,
+        "source": mock_source,
+        "open": _mock_open,
+        "json_dump": mock_json_dump,
+        "print": mock_print,
+        "serializer_dump": mock_serializer_dump,
+        "orjson_dumps": mock_orjson_dumps,
+        "decoded_bytes": mock_decoded_bytes,
+    }
+
+
+def test_given_unmigrated_config_when_migrating_then_config_is_migrated(migration_mocks) -> None:
+    input_config = {"planet": "CRSC"}
+
+    spec = component_spec(
+        connection_specification={},
+        parameters={},
+        config_migrations=[
+            ConfigMigration(
+                description="Test migration",
+                transformations=[
+                    ConfigRemapField(
+                        map={"CRSC": "Coruscant"}, field_path=["planet"], config=input_config
+                    )
+                ],
+            )
+        ],
+    )
+    spec.message_repository = migration_mocks["message_repository"]
+
+    spec.migrate_config(["spec"], migration_mocks["source"], input_config)
+
+    migration_mocks["message_repository"].emit_message.assert_called_once()
+    migration_mocks["open"].assert_called_once_with("/fake/config/path", "w")
+    migration_mocks["json_dump"].assert_called_once()
+    migration_mocks["print"].assert_called()
+    migration_mocks["serializer_dump"].assert_called()
+    migration_mocks["orjson_dumps"].assert_called()
+    migration_mocks["decoded_bytes"].decode.assert_called()
+
+
+def test_given_already_migrated_config_no_control_message_is_emitted(migration_mocks) -> None:
+    input_config = {"planet": "Coruscant"}
+
+    spec = component_spec(
+        connection_specification={},
+        parameters={},
+        config_migrations=[
+            ConfigMigration(
+                description="Test migration",
+                transformations=[
+                    ConfigRemapField(
+                        map={"CRSC": "Coruscant"}, field_path=["planet"], config=input_config
+                    )
+                ],
+            )
+        ],
+    )
+    spec.message_repository = migration_mocks["message_repository"]
+
+    spec.migrate_config(["spec"], migration_mocks["source"], input_config)
+
+    migration_mocks["message_repository"].emit_message.assert_not_called()
+    migration_mocks["open"].assert_not_called()
+    migration_mocks["json_dump"].assert_not_called()
+    migration_mocks["print"].assert_not_called()
+    migration_mocks["serializer_dump"].assert_not_called()
+    migration_mocks["orjson_dumps"].assert_not_called()
+    migration_mocks["decoded_bytes"].decode.assert_not_called()
+
+
+def test_given_list_of_transformations_when_transform_config_then_config_is_transformed() -> None:
+    input_config = {"planet_code": "CRSC"}
+    expected_config = {
+        "planet_name": "Coruscant",
+        "planet_population": 3_000_000_000_000,
+    }
+    spec = component_spec(
+        connection_specification={},
+        parameters={},
+        config_transformations=[
+            ConfigAddFields(
+                fields=[
+                    AddedFieldDefinition(
+                        path=["planet_name"],
+                        value="{{ config['planet_code'] }}",
+                        value_type=None,
+                        parameters={},
+                    ),
+                    AddedFieldDefinition(
+                        path=["planet_population"],
+                        value="{{ config['planet_code'] }}",
+                        value_type=None,
+                        parameters={},
+                    ),
+                ]
+            ),
+            ConfigRemapField(
+                map={
+                    "CRSC": "Coruscant",
+                },
+                field_path=["planet_name"],
+                config=input_config,
+            ),
+            ConfigRemapField(
+                map={
+                    "CRSC": 3_000_000_000_000,
+                },
+                field_path=["planet_population"],
+                config=input_config,
+            ),
+            ConfigRemoveFields(
+                field_pointers=["planet_code"],
+            ),
+        ],
+    )
+    spec.transform_config(input_config)
+
+    assert input_config == expected_config
+
+
+def test_given_valid_config_value_when_validating_then_no_exception_is_raised() -> None:
+    spec = component_spec(
+        connection_specification={},
+        parameters={},
+        config_validations=[
+            DpathValidator(
+                field_path=["test_field"],
+                strategy=ValidateAdheresToSchema(
+                    schema={
+                        "$schema": "http://json-schema.org/draft-07/schema#",
+                        "title": "Test Spec",
+                        "type": "object",
+                        "required": [],
+                        "additionalProperties": False,
+                        "properties": {
+                            "field_to_validate": {
+                                "type": "string",
+                                "title": "Name",
+                                "description": "The name of the test spec",
+                                "airbyte_secret": False,
+                            }
+                        },
+                    }
+                ),
+            )
+        ],
+    )
+    input_config = {"test_field": {"field_to_validate": "test"}}
+    spec.validate_config(input_config)
+
+
+def test_given_invalid_config_value_when_validating_then_exception_is_raised() -> None:
+    spec = component_spec(
+        connection_specification={},
+        parameters={},
+        config_validations=[
+            DpathValidator(
+                field_path=["test_field"],
+                strategy=ValidateAdheresToSchema(
+                    schema={
+                        "$schema": "http://json-schema.org/draft-07/schema#",
+                        "title": "Test Spec",
+                        "type": "object",
+                        "required": [],
+                        "properties": {
+                            "field_to_validate": {
+                                "type": "string",
+                                "title": "Name",
+                                "description": "The name of the test spec",
+                                "airbyte_secret": False,
+                            }
+                        },
+                    }
+                ),
+            )
+        ],
+    )
+    input_config = {"test_field": {"field_to_validate": 123}}
+
+    with pytest.raises(Exception):
+        spec.validate_config(input_config)
diff --git a/unit_tests/sources/declarative/transformations/config_transformations/test_config_add_fields.py b/unit_tests/sources/declarative/transformations/config_transformations/test_config_add_fields.py
index dd6b79248..062c20b7e 100644
--- a/unit_tests/sources/declarative/transformations/config_transformations/test_config_add_fields.py
+++ b/unit_tests/sources/declarative/transformations/config_transformations/test_config_add_fields.py
@@ -15,8 +15,12 @@
 def test_given_valid_static_value_fields_added():
     transformation = AddFields(
         fields=[
-            AddedFieldDefinition(path=["new_field"], value="static_value"),
-            AddedFieldDefinition(path=["another_field"], value="another_value"),
+            AddedFieldDefinition(
+                path=["new_field"], value="static_value", value_type=None, parameters={}
+            ),
+            AddedFieldDefinition(
+                path=["another_field"], value="another_value", value_type=None, parameters={}
+            ),
         ]
     )
     config = {}
@@ -32,7 +36,12 @@ def test_given_valid_static_value_fields_added():
 def test_given_valid_nested_fields_static_value_added():
     transformation = AddFields(
         fields=[
-            AddedFieldDefinition(path=["parent", "child", "grandchild"], value="nested_value"),
+            AddedFieldDefinition(
+                path=["parent", "child", "grandchild"],
+                value="nested_value",
+                value_type=None,
+                parameters={},
+            ),
         ]
     )
     config = {}
@@ -45,8 +54,15 @@ def test_given_valid_nested_fields_static_value_added():
 def test_given_valid_interpolated_input_field_added():
     transformation = AddFields(
         fields=[
-            AddedFieldDefinition(path=["derived_field"], value="{{ config.original_field }}"),
-            AddedFieldDefinition(path=["expression_result"], value="{{ 2 * 3 }}"),
+            AddedFieldDefinition(
+                path=["derived_field"],
+                value="{{ config.original_field }}",
+                value_type=None,
+                parameters={},
+            ),
+            AddedFieldDefinition(
+                path=["expression_result"], value="{{ 2 * 3 }}", value_type=None, parameters={}
+            ),
         ]
     )
     config = {"original_field": "original_value"}
@@ -62,16 +78,24 @@ def test_given_valid_interpolated_input_field_added():
 
 def test_given_invalid_field_raises_exception():
     with pytest.raises(ValueError):
-        AddFields(fields=[AddedFieldDefinition(path=[], value="value")])
+        AddFields(
+            fields=[AddedFieldDefinition(path=[], value="value", value_type=None, parameters={})]
+        )
 
     with pytest.raises(ValueError):
-        AddFields(fields=[AddedFieldDefinition(path=["valid_path"], value=123)])
+        AddFields(
+            fields=[
+                AddedFieldDefinition(path=["valid_path"], value=123, value_type=None, parameters={})
+            ]
+        )
 
 
 def test_given_field_already_exists_value_is_overwritten():
     transformation = AddFields(
         fields=[
-            AddedFieldDefinition(path=["existing_field"], value="new_value"),
+            AddedFieldDefinition(
+                path=["existing_field"], value="new_value", value_type=None, parameters={}
+            ),
         ]
     )
     config = {"existing_field": "existing_value"}
@@ -84,7 +108,9 @@ def test_given_field_already_exists_value_is_overwritten():
 def test_with_condition_only_adds_fields_when_condition_is_met():
     transformation = AddFields(
         fields=[
-            AddedFieldDefinition(path=["conditional_field"], value="added_value"),
+            AddedFieldDefinition(
+                path=["conditional_field"], value="added_value", value_type=None, parameters={}
+            ),
         ],
         condition="{{ config.flag == true }}",
     )