Skip to main content

kiarina-agi-file

PyPI version Python License: MIT

Dependencies

Required Dependencies

Package Version License
kiarina-agi-base >=2.4.0 MIT
kiarina-lib-google >=2.3.1 MIT
kiarina-utils-app >=2.4.0 MIT
kiarina-utils-common >=2.3.0 MIT
kiarina-utils-file >=2.3.1 MIT
Pydantic >=2.11.7 MIT
pydantic-settings >=2.10.1 MIT
pydantic-settings-manager >=3.2.0 MIT

Optional Dependencies

Package Version License Extras
google-cloud-storage >=3.4.0 Apache-2.0 asset-repository-gcs

The all Extra installs every optional dependency listed above.

Installation

For local filesystem storage only:

pip install kiarina-agi-file

To also use Google Cloud Storage:

pip install "kiarina-agi-file[all]"

Features

  • Local file storage Stores files in application data and cache directories and restricts accessible paths with regular expressions.
  • Pluggable asset storage Provides an async API independent of the asset store implementation and supports implementations registered by import path.
  • Local asset cache Caches retrieved content by URI indefinitely by default, or fetches it again after a configured TTL expires.
  • Unified file resolution Detects URIs and local file paths and returns either as a FileBlob.

Store Local Files

Configure the application name first. The default data and cache paths are generated from the application's user directories and RunContext.agent_id.

from kiarina.agi.run_context import RunContext
from kiarina.agi.local_repository import create_local_repository
from kiarina.utils.app import configure

configure("example-app", "example-author")
run_context = RunContext()
repository = create_local_repository(run_context)

file_path = repository.generate_data_path("documents/example.txt")
file_blob = await repository.set(file_path, "text/plain", b"hello")
loaded = await repository.get(file_path)

FilePathPolicy.allowed_file_path_patterns uses full regular-expression matches. Its default allows every path. Set restrict_to_repository_dirs=True to additionally require every resolved path to stay under the repository data or cache directory. Applications that handle untrusted paths should enable this boundary and configure explicit patterns.

Store Assets

The default local preset uses the local filesystem. Stored and retrieved values are FileBlob objects in the local asset cache.

from kiarina.agi.run_context import RunContext
from kiarina.agi.asset_repository import create_asset_repository
from kiarina.utils.app import configure

configure("example-app", "example-author")
repository = create_asset_repository(RunContext())

uri = repository.generate_data_uri("documents/example.txt")
cached_file = await repository.set(uri, "text/plain", b"hello")
loaded = await repository.get(uri)

get(..., ignore_cache=True) skips reading the cache, retrieves the asset from the backend, and refreshes the cache. delete() removes the asset from both the backend and the cache.

Use an Asset Store Implementation

Select an asset store as a preset or custom implementation. This package includes the local and gcs presets.

For example, to use Google Cloud Storage, select the gcs preset and configure a policy for gs:// URIs. {organization_id}, {user_id}, and {agent_id} are expanded from the RunContext.

export KIARINA_AGI_ASSET_REPOSITORY_DEFAULT=gcs
export KIARINA_AGI_ASSET_REPOSITORY_URI_POLICY='{
  "allowed_uri_patterns": [
    "gs://example-bucket/{agent_id}/.*",
    "gs://example-bucket/{user_id}/uploads/.*"
  ],
  "data_dir_uri_template": "gs://example-bucket/{agent_id}/data",
  "cache_dir_uri_template": "gs://example-bucket/{agent_id}/cache"
}'

Generated URIs and all repository operations must match allowed_uri_patterns. URIs with query strings, fragments, or . / .. path segments are rejected.

Credentials are resolved from kiarina-lib-google settings. To use a specific settings key:

export KIARINA_AGI_ASSET_REPOSITORY_IMPL_GCS_GOOGLE_AUTH_SETTINGS_KEY=service_account

Resolve a URI or File Path

from kiarina.agi.file import get_file_blob

file_blob = await get_file_blob(
    "gs://example-bucket/agent-1/data/example.txt",
    run_context=run_context,
)

URIs use the configured asset repository; other strings use the local repository. The function returns None when the target does not exist.

API Reference

kiarina.agi.file

from kiarina.agi.file import FilePath, URIOrFilePath, get_file_blob
async def get_file_blob(
    uri_or_file_path: URIOrFilePath,
    *,
    run_context: RunContext,
) -> FileBlob | None: ...

FilePath: TypeAlias = str
URIOrFilePath: TypeAlias = str

kiarina.agi.local_repository

from kiarina.agi.local_repository import (
    FilePathPolicy,
    LocalArea,
    LocalRepository,
    LocalRepositorySettings,
    create_local_repository,
    resolve_file_path,
    settings_manager,
)
def create_local_repository(run_context: RunContext) -> LocalRepository: ...

def resolve_file_path(file_path: str | os.PathLike[str]) -> str: ...

class LocalRepository:
    def __init__(
        self,
        settings: LocalRepositorySettings,
        *,
        run_context: RunContext,
    ) -> None: ...

    @property
    def template_variables(self) -> dict[str, str]: ...

    @property
    def file_path_policy(self) -> FilePathPolicy: ...

    @property
    def data_dir(self) -> str: ...

    @property
    def cache_dir(self) -> str: ...

    def generate_data_path(self, relative_path: str | os.PathLike[str]) -> str: ...

    def generate_cache_path(self, relative_path: str | os.PathLike[str]) -> str: ...

    def generate_time_based_dir_path(
        self,
        *,
        sub_dir_path: str | os.PathLike[str] = "log",
        area: LocalArea = "data",
    ) -> str: ...

    def generate_time_based_file_path(
        self,
        file_name: str,
        *,
        sub_dir_path: str | os.PathLike[str] = "log",
        area: LocalArea = "data",
    ) -> str: ...

    def is_valid_file_path(self, file_path: str | os.PathLike[str]) -> bool: ...

    def validate_file_path(self, file_path: str | os.PathLike[str]) -> None: ...

    async def exists(self, file_path: str | os.PathLike[str]) -> bool: ...

    async def get(self, file_path: str | os.PathLike[str]) -> FileBlob | None: ...

    async def set(
        self,
        file_path: str | os.PathLike[str],
        mime_type: str,
        raw_data: bytes,
        *,
        only_not_exists: bool = False,
    ) -> FileBlob: ...

    async def delete(self, file_path: str | os.PathLike[str]) -> None: ...

class FilePathPolicy(BaseModel):
    restrict_to_repository_dirs: bool = False
    allowed_file_path_patterns: list[str] = [".*"]
    data_dir_path_template: str = "{user_data_dir}/agents/{agent_id}"
    cache_dir_path_template: str = "{user_cache_dir}/agents/{agent_id}"

class LocalRepositorySettings(BaseSettings):
    file_path_policy: FilePathPolicy = FilePathPolicy()

LocalArea = Literal["data", "cache"]
settings_manager: SettingsManager[LocalRepositorySettings]

resolve_file_path() expands environment variables and ~, then returns an absolute path. Operations on a disallowed path raise PermissionError.

kiarina.agi.asset_cache

from kiarina.agi.asset_cache import (
    AssetCache,
    AssetCacheSettings,
    create_asset_cache,
    settings_manager,
)
def create_asset_cache(run_context: RunContext) -> AssetCache: ...

class AssetCache:
    def __init__(
        self,
        settings: AssetCacheSettings,
        *,
        run_context: RunContext,
    ) -> None: ...

    @property
    def local_repository(self) -> LocalRepository: ...

    async def get(self, uri: str) -> FileBlob | None: ...

    async def set(self, uri: str, mime_type: str, raw_data: bytes) -> FileBlob: ...

    async def delete(self, uri: str) -> None: ...

class AssetCacheSettings(BaseSettings):
    hash_algorithm: str = "sha256"
    cache_ttl: int = 0

settings_manager: SettingsManager[AssetCacheSettings]

cache_ttl is measured in seconds. Set it to 0 to keep cached assets until they are explicitly refreshed or deleted.

kiarina.agi.asset_repository

from kiarina.agi.asset_repository import (
    AssetArea,
    AssetRepository,
    AssetRepositoryName,
    AssetRepositorySettings,
    AssetRepositorySpecifier,
    BaseAssetRepository,
    CachedFileBlob,
    URIPolicy,
    asset_repository_registry,
    create_asset_repository,
    settings_manager,
)
def create_asset_repository(run_context: RunContext) -> AssetRepository: ...

class AssetRepository(Protocol):
    uri_policy: URIPolicy
    run_context: RunContext

    @property
    def asset_cache(self) -> AssetCache: ...

    def generate_data_uri(self, relative_path: str) -> str: ...

    def generate_cache_uri(self, relative_path: str) -> str: ...

    def generate_time_based_uri(
        self,
        file_name: str | None = None,
        *,
        sub_dir_path: str = "log",
        area: AssetArea = "data",
    ) -> str: ...

    def is_valid_uri(self, uri: str) -> bool: ...

    def validate_uri(self, uri: str) -> None: ...

    async def exists(self, uri: str) -> bool: ...

    async def get(
        self,
        uri: str,
        *,
        ignore_cache: bool = False,
    ) -> CachedFileBlob | None: ...

    async def set(
        self,
        uri: str,
        mime_type: str,
        raw_data: bytes,
        *,
        only_not_exists: bool = False,
    ) -> CachedFileBlob: ...

    async def delete(self, uri: str) -> None: ...

    async def generate_download_url(
        self,
        uri: str,
        *,
        expire_seconds: int = 86400,
    ) -> str: ...

class BaseAssetRepository(AssetRepository):
    def __init__(self) -> None: ...

    @property
    def uri_policy(self) -> URIPolicy: ...

    @uri_policy.setter
    def uri_policy(self, uri_policy: URIPolicy) -> None: ...

    @property
    def run_context(self) -> RunContext: ...

    @run_context.setter
    def run_context(self, run_context: RunContext) -> None: ...

    @property
    def template_variables(self) -> dict[str, str]: ...

    @property
    def asset_cache(self) -> AssetCache: ...

    @property
    def data_uri(self) -> str: ...

    @property
    def cache_uri(self) -> str: ...

    # Implements every AssetRepository method.

class URIPolicy(BaseModel):
    allowed_uri_patterns: list[str] = []
    data_dir_uri_template: str = "{invalid}"
    cache_dir_uri_template: str = "{invalid}"

class AssetRepositorySettings(BaseSettings):
    default: AssetRepositorySpecifier = "local"
    presets: dict[AssetRepositoryName, ImportPath] = <local and gcs presets>
    customs: dict[AssetRepositoryName, ImportPath] = {}
    uri_policy: URIPolicy = <local asset policy>

AssetArea = Literal["data", "cache"]
AssetRepositoryName: TypeAlias = str
AssetRepositorySpecifier: TypeAlias = AssetRepositoryName | str
CachedFileBlob: TypeAlias = FileBlob
asset_repository_registry: ComponentRegistry[AssetRepository]
settings_manager: SettingsManager[AssetRepositorySettings]

AssetRepositorySpecifier is a repository name or a string in the "{name}?{config}" form. An absent URI pattern raises ValueError; operations on a disallowed URI raise PermissionError.

kiarina.agi.asset_repository_impl.local

from kiarina.agi.asset_repository_impl.local import LocalAssetRepository

class LocalAssetRepository(BaseAssetRepository):
    @property
    def template_variables(self) -> dict[str, str]: ...

    @property
    def local_repository(self) -> LocalRepository: ...

LocalAssetRepository implements the BaseAssetRepository storage operations on the local filesystem. Its download URL is a file:// URL.

kiarina.agi.asset_repository_impl.gcs

Importing this module requires the asset-repository-gcs extra.

from kiarina.agi.asset_repository_impl.gcs import (
    GCSAssetRepository,
    GCSAssetRepositorySettings,
    create_gcs_asset_repository,
    settings_manager,
)
def create_gcs_asset_repository(**kwargs: Any) -> GCSAssetRepository: ...

class GCSAssetRepository(BaseAssetRepository):
    def __init__(self, settings: GCSAssetRepositorySettings) -> None: ...

    @property
    def client(self) -> google.cloud.storage.Client: ...

class GCSAssetRepositorySettings(BaseSettings):
    google_auth_settings_key: str | None = None

settings_manager: SettingsManager[GCSAssetRepositorySettings]

Metadata

Release files for kiarina-agi-file 2.32.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for kiarina-agi-file 2.32.0
File Size Uploaded
kiarina_agi_file-2.32.0.tar.gz 18.6 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for kiarina-agi-file 2.32.0
File Interpreter ABI Platform
kiarina_agi_file-2.32.0-py3-none-any.whl Python 3 none any Details

Total release size: 44.2 kB

Release files / kiarina_agi_file-2.32.0.tar.gz

Download URL kiarina_agi_file-2.32.0.tar.gz
Size 18.6 kB
Tags Source
SHA-256 checksum
How to use checksums
0d29c47dd5b36a1b1680e064b4e4e8238a5b24981f7f7c2a748e011dba48238c
BLAKE2b-256 checksum
How to use checksums
0d7cc016b544f9009efa11f9889af31bffd7122e739db4fd2a4d9fa9e8386c5d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 20, 2026.

Transparency log

Release files / kiarina_agi_file-2.32.0-py3-none-any.whl

Download URL kiarina_agi_file-2.32.0-py3-none-any.whl
Size 25.6 kB
Tags Python 3
SHA-256 checksum
How to use checksums
c10ccd29e6ddd1479e622c85d934d4016b7cd82e560fe53782e5128920a1e8b5
BLAKE2b-256 checksum
How to use checksums
0065696b5ed97f7f344a5a149da77a645d8d197c87d4e7a2cb24138e54961794
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 20, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

2.32.0 This release

2 release files

2.21.3

2 release files

2.21.2

2 release files

2.16.0

2 release files

2.8.0

2 release files

2.6.0

2 release files

2.5.0

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page