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datastores.py
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820 lines (678 loc) · 30.9 KB
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# File generated from our OpenAPI spec by Stainless. See CONTRIBUTING.md for details.
from __future__ import annotations
import httpx
from .chunks import (
ChunksResource,
AsyncChunksResource,
ChunksResourceWithRawResponse,
AsyncChunksResourceWithRawResponse,
ChunksResourceWithStreamingResponse,
AsyncChunksResourceWithStreamingResponse,
)
from ...types import (
datastore_list_params,
datastore_create_params,
datastore_update_params,
)
from ..._types import Body, Omit, Query, Headers, NotGiven, omit, not_given
from ..._utils import maybe_transform, async_maybe_transform
from .contents import (
ContentsResource,
AsyncContentsResource,
ContentsResourceWithRawResponse,
AsyncContentsResourceWithRawResponse,
ContentsResourceWithStreamingResponse,
AsyncContentsResourceWithStreamingResponse,
)
from ..._compat import cached_property
from .documents import (
DocumentsResource,
AsyncDocumentsResource,
DocumentsResourceWithRawResponse,
AsyncDocumentsResourceWithRawResponse,
DocumentsResourceWithStreamingResponse,
AsyncDocumentsResourceWithStreamingResponse,
)
from ..._resource import SyncAPIResource, AsyncAPIResource
from ..._response import (
to_raw_response_wrapper,
to_streamed_response_wrapper,
async_to_raw_response_wrapper,
async_to_streamed_response_wrapper,
)
from ...pagination import SyncDatastoresPage, AsyncDatastoresPage
from ..._base_client import AsyncPaginator, make_request_options
from ...types.datastore import Datastore
from ...types.datastore_metadata import DatastoreMetadata
from ...types.datastore_reset_response import DatastoreResetResponse
from ...types.create_datastore_response import CreateDatastoreResponse
from ...types.datastore_delete_response import DatastoreDeleteResponse
from ...types.datastore_update_response import DatastoreUpdateResponse
from ...types.unstructured_datastore_config_model_param import UnstructuredDatastoreConfigModelParam
__all__ = ["DatastoresResource", "AsyncDatastoresResource"]
class DatastoresResource(SyncAPIResource):
@cached_property
def documents(self) -> DocumentsResource:
return DocumentsResource(self._client)
@cached_property
def contents(self) -> ContentsResource:
return ContentsResource(self._client)
@cached_property
def chunks(self) -> ChunksResource:
return ChunksResource(self._client)
@cached_property
def with_raw_response(self) -> DatastoresResourceWithRawResponse:
"""
This property can be used as a prefix for any HTTP method call to return
the raw response object instead of the parsed content.
For more information, see https://www.github.com/ContextualAI/contextual-client-python#accessing-raw-response-data-eg-headers
"""
return DatastoresResourceWithRawResponse(self)
@cached_property
def with_streaming_response(self) -> DatastoresResourceWithStreamingResponse:
"""
An alternative to `.with_raw_response` that doesn't eagerly read the response body.
For more information, see https://www.github.com/ContextualAI/contextual-client-python#with_streaming_response
"""
return DatastoresResourceWithStreamingResponse(self)
def create(
self,
*,
name: str,
configuration: UnstructuredDatastoreConfigModelParam | Omit = omit,
# Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
# The extra values given here take precedence over values defined on the client or passed to this method.
extra_headers: Headers | None = None,
extra_query: Query | None = None,
extra_body: Body | None = None,
timeout: float | httpx.Timeout | None | NotGiven = not_given,
) -> CreateDatastoreResponse:
"""Create a new `Datastore`.
A `Datastore` is a collection of documents.
Documents can be ingested into and
deleted from a `Datastore`.
A `Datastore` can be linked to one or more `Agents`, and conversely, an `Agent`
can be associated with one or more `Datastores` to ground its responses with
relevant data. This flexible many-to-many relationship allows `Agents` to draw
from multiple sources of information. This linkage of `Datastore` to `Agent` is
done through the `Create Agent` or `Edit Agent` APIs.
> Note that self-serve users are currently required to create datastores through
> our UI. Otherwise, they will receive the following message: "This endpoint is
> disabled as you need to go through checkout. Please use the UI to make this
> request."
Args:
name: Name of the datastore
configuration: Configuration of the datastore. If not provided, default configuration is used.
extra_headers: Send extra headers
extra_query: Add additional query parameters to the request
extra_body: Add additional JSON properties to the request
timeout: Override the client-level default timeout for this request, in seconds
"""
return self._post(
"/datastores",
body=maybe_transform(
{
"name": name,
"configuration": configuration,
},
datastore_create_params.DatastoreCreateParams,
),
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=CreateDatastoreResponse,
)
def update(
self,
datastore_id: str,
*,
configuration: UnstructuredDatastoreConfigModelParam | Omit = omit,
name: str | Omit = omit,
# Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
# The extra values given here take precedence over values defined on the client or passed to this method.
extra_headers: Headers | None = None,
extra_query: Query | None = None,
extra_body: Body | None = None,
timeout: float | httpx.Timeout | None | NotGiven = not_given,
) -> DatastoreUpdateResponse:
"""
Edit Datastore Configuration
Args:
datastore_id: ID of the datastore to edit
configuration: Configuration of the datastore. If not provided, current configuration is
retained.
name: Name of the datastore
extra_headers: Send extra headers
extra_query: Add additional query parameters to the request
extra_body: Add additional JSON properties to the request
timeout: Override the client-level default timeout for this request, in seconds
"""
if not datastore_id:
raise ValueError(f"Expected a non-empty value for `datastore_id` but received {datastore_id!r}")
return self._put(
f"/datastores/{datastore_id}",
body=maybe_transform(
{
"configuration": configuration,
"name": name,
},
datastore_update_params.DatastoreUpdateParams,
),
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=DatastoreUpdateResponse,
)
def list(
self,
*,
agent_id: str | Omit = omit,
cursor: str | Omit = omit,
limit: int | Omit = omit,
# Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
# The extra values given here take precedence over values defined on the client or passed to this method.
extra_headers: Headers | None = None,
extra_query: Query | None = None,
extra_body: Body | None = None,
timeout: float | httpx.Timeout | None | NotGiven = not_given,
) -> SyncDatastoresPage[Datastore]:
"""
Retrieve a list of `Datastores`.
Performs `cursor`-based pagination if the number of `Datastores` exceeds the
requested `limit`. The returned `cursor` can be passed to the next
`GET /datastores` call to retrieve the next set of `Datastores`.
Args:
agent_id: ID of the agent used to filter datastores. If provided, only datastores linked
to this agent will be returned.
cursor: Cursor from the previous call to list datastores, used to retrieve the next set
of results
limit: Maximum number of datastores to return
extra_headers: Send extra headers
extra_query: Add additional query parameters to the request
extra_body: Add additional JSON properties to the request
timeout: Override the client-level default timeout for this request, in seconds
"""
return self._get_api_list(
"/datastores",
page=SyncDatastoresPage[Datastore],
options=make_request_options(
extra_headers=extra_headers,
extra_query=extra_query,
extra_body=extra_body,
timeout=timeout,
query=maybe_transform(
{
"agent_id": agent_id,
"cursor": cursor,
"limit": limit,
},
datastore_list_params.DatastoreListParams,
),
),
model=Datastore,
)
def delete(
self,
datastore_id: str,
*,
# Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
# The extra values given here take precedence over values defined on the client or passed to this method.
extra_headers: Headers | None = None,
extra_query: Query | None = None,
extra_body: Body | None = None,
timeout: float | httpx.Timeout | None | NotGiven = not_given,
) -> DatastoreDeleteResponse:
"""Delete a given `Datastore`, including all the documents ingested into it.
This
operation is irreversible.
This operation will fail with status code 400 if there is an active `Agent`
associated with the `Datastore`.
Args:
datastore_id: ID of the datastore to delete
extra_headers: Send extra headers
extra_query: Add additional query parameters to the request
extra_body: Add additional JSON properties to the request
timeout: Override the client-level default timeout for this request, in seconds
"""
if not datastore_id:
raise ValueError(f"Expected a non-empty value for `datastore_id` but received {datastore_id!r}")
return self._delete(
f"/datastores/{datastore_id}",
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=DatastoreDeleteResponse,
)
def metadata(
self,
datastore_id: str,
*,
# Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
# The extra values given here take precedence over values defined on the client or passed to this method.
extra_headers: Headers | None = None,
extra_query: Query | None = None,
extra_body: Body | None = None,
timeout: float | httpx.Timeout | None | NotGiven = not_given,
) -> DatastoreMetadata:
"""
Get the details of a given `Datastore`, including its name, create time, and the
list of `Agents` which are currently configured to use the `Datastore`.
Args:
datastore_id: ID of the datastore for which to get details
extra_headers: Send extra headers
extra_query: Add additional query parameters to the request
extra_body: Add additional JSON properties to the request
timeout: Override the client-level default timeout for this request, in seconds
"""
if not datastore_id:
raise ValueError(f"Expected a non-empty value for `datastore_id` but received {datastore_id!r}")
return self._get(
f"/datastores/{datastore_id}/metadata",
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=DatastoreMetadata,
)
def reset(
self,
datastore_id: str,
*,
# Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
# The extra values given here take precedence over values defined on the client or passed to this method.
extra_headers: Headers | None = None,
extra_query: Query | None = None,
extra_body: Body | None = None,
timeout: float | httpx.Timeout | None | NotGiven = not_given,
) -> DatastoreResetResponse:
"""Reset the give `Datastore`.
This operation is irreversible and it deletes all
the documents associated with the datastore.
Args:
datastore_id: ID of the datastore to edit
extra_headers: Send extra headers
extra_query: Add additional query parameters to the request
extra_body: Add additional JSON properties to the request
timeout: Override the client-level default timeout for this request, in seconds
"""
if not datastore_id:
raise ValueError(f"Expected a non-empty value for `datastore_id` but received {datastore_id!r}")
return self._put(
f"/datastores/{datastore_id}/reset",
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=DatastoreResetResponse,
)
class AsyncDatastoresResource(AsyncAPIResource):
@cached_property
def documents(self) -> AsyncDocumentsResource:
return AsyncDocumentsResource(self._client)
@cached_property
def contents(self) -> AsyncContentsResource:
return AsyncContentsResource(self._client)
@cached_property
def chunks(self) -> AsyncChunksResource:
return AsyncChunksResource(self._client)
@cached_property
def with_raw_response(self) -> AsyncDatastoresResourceWithRawResponse:
"""
This property can be used as a prefix for any HTTP method call to return
the raw response object instead of the parsed content.
For more information, see https://www.github.com/ContextualAI/contextual-client-python#accessing-raw-response-data-eg-headers
"""
return AsyncDatastoresResourceWithRawResponse(self)
@cached_property
def with_streaming_response(self) -> AsyncDatastoresResourceWithStreamingResponse:
"""
An alternative to `.with_raw_response` that doesn't eagerly read the response body.
For more information, see https://www.github.com/ContextualAI/contextual-client-python#with_streaming_response
"""
return AsyncDatastoresResourceWithStreamingResponse(self)
async def create(
self,
*,
name: str,
configuration: UnstructuredDatastoreConfigModelParam | Omit = omit,
# Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
# The extra values given here take precedence over values defined on the client or passed to this method.
extra_headers: Headers | None = None,
extra_query: Query | None = None,
extra_body: Body | None = None,
timeout: float | httpx.Timeout | None | NotGiven = not_given,
) -> CreateDatastoreResponse:
"""Create a new `Datastore`.
A `Datastore` is a collection of documents.
Documents can be ingested into and
deleted from a `Datastore`.
A `Datastore` can be linked to one or more `Agents`, and conversely, an `Agent`
can be associated with one or more `Datastores` to ground its responses with
relevant data. This flexible many-to-many relationship allows `Agents` to draw
from multiple sources of information. This linkage of `Datastore` to `Agent` is
done through the `Create Agent` or `Edit Agent` APIs.
> Note that self-serve users are currently required to create datastores through
> our UI. Otherwise, they will receive the following message: "This endpoint is
> disabled as you need to go through checkout. Please use the UI to make this
> request."
Args:
name: Name of the datastore
configuration: Configuration of the datastore. If not provided, default configuration is used.
extra_headers: Send extra headers
extra_query: Add additional query parameters to the request
extra_body: Add additional JSON properties to the request
timeout: Override the client-level default timeout for this request, in seconds
"""
return await self._post(
"/datastores",
body=await async_maybe_transform(
{
"name": name,
"configuration": configuration,
},
datastore_create_params.DatastoreCreateParams,
),
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=CreateDatastoreResponse,
)
async def update(
self,
datastore_id: str,
*,
configuration: UnstructuredDatastoreConfigModelParam | Omit = omit,
name: str | Omit = omit,
# Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
# The extra values given here take precedence over values defined on the client or passed to this method.
extra_headers: Headers | None = None,
extra_query: Query | None = None,
extra_body: Body | None = None,
timeout: float | httpx.Timeout | None | NotGiven = not_given,
) -> DatastoreUpdateResponse:
"""
Edit Datastore Configuration
Args:
datastore_id: ID of the datastore to edit
configuration: Configuration of the datastore. If not provided, current configuration is
retained.
name: Name of the datastore
extra_headers: Send extra headers
extra_query: Add additional query parameters to the request
extra_body: Add additional JSON properties to the request
timeout: Override the client-level default timeout for this request, in seconds
"""
if not datastore_id:
raise ValueError(f"Expected a non-empty value for `datastore_id` but received {datastore_id!r}")
return await self._put(
f"/datastores/{datastore_id}",
body=await async_maybe_transform(
{
"configuration": configuration,
"name": name,
},
datastore_update_params.DatastoreUpdateParams,
),
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=DatastoreUpdateResponse,
)
def list(
self,
*,
agent_id: str | Omit = omit,
cursor: str | Omit = omit,
limit: int | Omit = omit,
# Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
# The extra values given here take precedence over values defined on the client or passed to this method.
extra_headers: Headers | None = None,
extra_query: Query | None = None,
extra_body: Body | None = None,
timeout: float | httpx.Timeout | None | NotGiven = not_given,
) -> AsyncPaginator[Datastore, AsyncDatastoresPage[Datastore]]:
"""
Retrieve a list of `Datastores`.
Performs `cursor`-based pagination if the number of `Datastores` exceeds the
requested `limit`. The returned `cursor` can be passed to the next
`GET /datastores` call to retrieve the next set of `Datastores`.
Args:
agent_id: ID of the agent used to filter datastores. If provided, only datastores linked
to this agent will be returned.
cursor: Cursor from the previous call to list datastores, used to retrieve the next set
of results
limit: Maximum number of datastores to return
extra_headers: Send extra headers
extra_query: Add additional query parameters to the request
extra_body: Add additional JSON properties to the request
timeout: Override the client-level default timeout for this request, in seconds
"""
return self._get_api_list(
"/datastores",
page=AsyncDatastoresPage[Datastore],
options=make_request_options(
extra_headers=extra_headers,
extra_query=extra_query,
extra_body=extra_body,
timeout=timeout,
query=maybe_transform(
{
"agent_id": agent_id,
"cursor": cursor,
"limit": limit,
},
datastore_list_params.DatastoreListParams,
),
),
model=Datastore,
)
async def delete(
self,
datastore_id: str,
*,
# Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
# The extra values given here take precedence over values defined on the client or passed to this method.
extra_headers: Headers | None = None,
extra_query: Query | None = None,
extra_body: Body | None = None,
timeout: float | httpx.Timeout | None | NotGiven = not_given,
) -> DatastoreDeleteResponse:
"""Delete a given `Datastore`, including all the documents ingested into it.
This
operation is irreversible.
This operation will fail with status code 400 if there is an active `Agent`
associated with the `Datastore`.
Args:
datastore_id: ID of the datastore to delete
extra_headers: Send extra headers
extra_query: Add additional query parameters to the request
extra_body: Add additional JSON properties to the request
timeout: Override the client-level default timeout for this request, in seconds
"""
if not datastore_id:
raise ValueError(f"Expected a non-empty value for `datastore_id` but received {datastore_id!r}")
return await self._delete(
f"/datastores/{datastore_id}",
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=DatastoreDeleteResponse,
)
async def metadata(
self,
datastore_id: str,
*,
# Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
# The extra values given here take precedence over values defined on the client or passed to this method.
extra_headers: Headers | None = None,
extra_query: Query | None = None,
extra_body: Body | None = None,
timeout: float | httpx.Timeout | None | NotGiven = not_given,
) -> DatastoreMetadata:
"""
Get the details of a given `Datastore`, including its name, create time, and the
list of `Agents` which are currently configured to use the `Datastore`.
Args:
datastore_id: ID of the datastore for which to get details
extra_headers: Send extra headers
extra_query: Add additional query parameters to the request
extra_body: Add additional JSON properties to the request
timeout: Override the client-level default timeout for this request, in seconds
"""
if not datastore_id:
raise ValueError(f"Expected a non-empty value for `datastore_id` but received {datastore_id!r}")
return await self._get(
f"/datastores/{datastore_id}/metadata",
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=DatastoreMetadata,
)
async def reset(
self,
datastore_id: str,
*,
# Use the following arguments if you need to pass additional parameters to the API that aren't available via kwargs.
# The extra values given here take precedence over values defined on the client or passed to this method.
extra_headers: Headers | None = None,
extra_query: Query | None = None,
extra_body: Body | None = None,
timeout: float | httpx.Timeout | None | NotGiven = not_given,
) -> DatastoreResetResponse:
"""Reset the give `Datastore`.
This operation is irreversible and it deletes all
the documents associated with the datastore.
Args:
datastore_id: ID of the datastore to edit
extra_headers: Send extra headers
extra_query: Add additional query parameters to the request
extra_body: Add additional JSON properties to the request
timeout: Override the client-level default timeout for this request, in seconds
"""
if not datastore_id:
raise ValueError(f"Expected a non-empty value for `datastore_id` but received {datastore_id!r}")
return await self._put(
f"/datastores/{datastore_id}/reset",
options=make_request_options(
extra_headers=extra_headers, extra_query=extra_query, extra_body=extra_body, timeout=timeout
),
cast_to=DatastoreResetResponse,
)
class DatastoresResourceWithRawResponse:
def __init__(self, datastores: DatastoresResource) -> None:
self._datastores = datastores
self.create = to_raw_response_wrapper(
datastores.create,
)
self.update = to_raw_response_wrapper(
datastores.update,
)
self.list = to_raw_response_wrapper(
datastores.list,
)
self.delete = to_raw_response_wrapper(
datastores.delete,
)
self.metadata = to_raw_response_wrapper(
datastores.metadata,
)
self.reset = to_raw_response_wrapper(
datastores.reset,
)
@cached_property
def documents(self) -> DocumentsResourceWithRawResponse:
return DocumentsResourceWithRawResponse(self._datastores.documents)
@cached_property
def contents(self) -> ContentsResourceWithRawResponse:
return ContentsResourceWithRawResponse(self._datastores.contents)
@cached_property
def chunks(self) -> ChunksResourceWithRawResponse:
return ChunksResourceWithRawResponse(self._datastores.chunks)
class AsyncDatastoresResourceWithRawResponse:
def __init__(self, datastores: AsyncDatastoresResource) -> None:
self._datastores = datastores
self.create = async_to_raw_response_wrapper(
datastores.create,
)
self.update = async_to_raw_response_wrapper(
datastores.update,
)
self.list = async_to_raw_response_wrapper(
datastores.list,
)
self.delete = async_to_raw_response_wrapper(
datastores.delete,
)
self.metadata = async_to_raw_response_wrapper(
datastores.metadata,
)
self.reset = async_to_raw_response_wrapper(
datastores.reset,
)
@cached_property
def documents(self) -> AsyncDocumentsResourceWithRawResponse:
return AsyncDocumentsResourceWithRawResponse(self._datastores.documents)
@cached_property
def contents(self) -> AsyncContentsResourceWithRawResponse:
return AsyncContentsResourceWithRawResponse(self._datastores.contents)
@cached_property
def chunks(self) -> AsyncChunksResourceWithRawResponse:
return AsyncChunksResourceWithRawResponse(self._datastores.chunks)
class DatastoresResourceWithStreamingResponse:
def __init__(self, datastores: DatastoresResource) -> None:
self._datastores = datastores
self.create = to_streamed_response_wrapper(
datastores.create,
)
self.update = to_streamed_response_wrapper(
datastores.update,
)
self.list = to_streamed_response_wrapper(
datastores.list,
)
self.delete = to_streamed_response_wrapper(
datastores.delete,
)
self.metadata = to_streamed_response_wrapper(
datastores.metadata,
)
self.reset = to_streamed_response_wrapper(
datastores.reset,
)
@cached_property
def documents(self) -> DocumentsResourceWithStreamingResponse:
return DocumentsResourceWithStreamingResponse(self._datastores.documents)
@cached_property
def contents(self) -> ContentsResourceWithStreamingResponse:
return ContentsResourceWithStreamingResponse(self._datastores.contents)
@cached_property
def chunks(self) -> ChunksResourceWithStreamingResponse:
return ChunksResourceWithStreamingResponse(self._datastores.chunks)
class AsyncDatastoresResourceWithStreamingResponse:
def __init__(self, datastores: AsyncDatastoresResource) -> None:
self._datastores = datastores
self.create = async_to_streamed_response_wrapper(
datastores.create,
)
self.update = async_to_streamed_response_wrapper(
datastores.update,
)
self.list = async_to_streamed_response_wrapper(
datastores.list,
)
self.delete = async_to_streamed_response_wrapper(
datastores.delete,
)
self.metadata = async_to_streamed_response_wrapper(
datastores.metadata,
)
self.reset = async_to_streamed_response_wrapper(
datastores.reset,
)
@cached_property
def documents(self) -> AsyncDocumentsResourceWithStreamingResponse:
return AsyncDocumentsResourceWithStreamingResponse(self._datastores.documents)
@cached_property
def contents(self) -> AsyncContentsResourceWithStreamingResponse:
return AsyncContentsResourceWithStreamingResponse(self._datastores.contents)
@cached_property
def chunks(self) -> AsyncChunksResourceWithStreamingResponse:
return AsyncChunksResourceWithStreamingResponse(self._datastores.chunks)