✨ add RAG search API

mindee/v2/client.py

@@ -12,6 +12,10 @@
 from mindee.mindee_http.cancellation_token import CancellationToken
 from mindee.parsing.common.common_response import CommonStatus
 from mindee.v2.client_options.base_product_parameters import BaseProductParameters
+from mindee.v2.client_options.base_search_parameters import (
+    BaseSearchParameters,
+    TypeSearchResponse,
+)
 from mindee.v2.mindee_http.mindee_api_v2 import MindeeAPIV2
 from mindee.v2.parsing.inference.base_inference_response import BaseInferenceResponse
 from mindee.v2.parsing.job.job_response import JobResponse
@@ -57,7 +61,7 @@ def enqueue(
         :return: A valid inference response.
         """
         logger.debug("Enqueuing inference using model: %s", params.model_id)
-        return self.mindee_api.enqueue(input_source, params)
+        return self.mindee_api.req_post_product_enqueue(input_source, params)
 
     def get_job(self, job_id: str) -> JobResponse:
         """
@@ -70,15 +74,15 @@ def get_job(self, job_id: str) -> JobResponse:
         """
         logger.debug("Fetching job: %s", job_id)
 
-        return self.mindee_api.get_job(job_id)
+        return self.mindee_api.req_get_job_by_id(job_id)
 
     def get_result(
         self,
         response_type: type[TypeBaseInferenceResponse],
         inference_id: str,
     ) -> TypeBaseInferenceResponse:
         """
-        Get the result of an inference that was previously enqueued.
+        Get the result of an inference that was previously enqueued by its ID.
 
         The inference will only be available after it has finished processing.
 
@@ -88,7 +92,7 @@ def get_result(
         """
         logger.debug("Fetching result: %s", inference_id)
 
-        return self.mindee_api.get_result(response_type, inference_id)
+        return self.mindee_api.req_get_product_result_by_id(response_type, inference_id)
 
     def get_result_from_url(
         self, response_type: type[TypeBaseInferenceResponse], url: str
@@ -100,7 +104,7 @@ def get_result_from_url(
         :param url: URL of the inference to retrieve.
         :return: The result of the inference.
         """
-        return self.mindee_api.get_result_by_url(response_type, url)
+        return self.mindee_api.req_get_product_result_by_url(response_type, url)
 
     def enqueue_and_get_result(
         self,
@@ -169,17 +173,23 @@ def enqueue_and_get_result(
 
         raise MindeeError(f"Couldn't retrieve document after {try_counter + 1} tries.")
 
+    def search(
+        self, params: BaseSearchParameters[TypeSearchResponse]
+    ) -> TypeSearchResponse:
+        """
+        Search for resources matching the given criteria.
+        :param params: Search parameters
+        :return: A search response containing the matching resources
+        """
+        return self.mindee_api.req_search(params)
+
     def search_models(
         self, name: str | None = None, model_type: str | None = None
     ) -> SearchResponse:
         """
-        Get a list of models matching the provided name and type.
-
-        :param name: Name of the model to filter by.
-        :param model_type: Type of the model to filter by.
-        :return: A list of models matching the provided criteria.
+        Deprecated. Use `search` instead.
         """
-        return self.mindee_api.get_models(name, model_type)
+        return self.mindee_api.req_get_search_models(name, model_type)
 
     def close(self) -> None:
         """Closes the underlying HTTP client."""

mindee/v2/client_options/base_product_parameters.py

@@ -7,7 +7,7 @@
 
 @dataclass
 class BaseProductParameters(ABC):
-    """Base parameters for sending a document to a product."""
+    """Base parameters for sending a file to a Mindee V2 product."""
 
     model_id: str
     """Model ID to use for the inference. Required."""
@@ -32,7 +32,7 @@ class BaseProductParameters(ABC):
     """Whether to close the file after product."""
 
     _slug: ClassVar[str]
-    """Slug of the endpoint."""
+    """Slug of the product."""
 
     def get_request_parameters(self) -> dict[str, str | list[str]]:
         """

mindee/v2/client_options/base_search_parameters.py

@@ -0,0 +1,47 @@
+from abc import ABC
+from dataclasses import dataclass
+from typing import ClassVar, Generic, TypeVar
+
+from mindee.v2.parsing.search.base_search_response import BaseSearchResponse
+
+TypeSearchResponse = TypeVar("TypeSearchResponse", bound=BaseSearchResponse)
+
+
+@dataclass(kw_only=True)
+class BaseSearchParameters(ABC, Generic[TypeSearchResponse]):
+    """Base parameters for searches."""
+
+    page: int | None = None
+    """1-based page index."""
+
+    per_page: int | None = None
+    """Number of items per page."""
+
+    _slug: ClassVar[str]
+    """Slug of the searchable resource."""
+
+    _response_class: type[TypeSearchResponse]
+    """Response class for the search."""
+
+    def get_request_parameters(self) -> dict[str, str | list[str]]:
+        """
+        Gets the request parameters for the search request.
+
+        :return: A dict of parameters.
+        """
+        data: dict[str, str | list[str]] = {}
+
+        if self.page is not None:
+            data["page"] = str(self.page)
+        if self.per_page is not None:
+            data["per_page"] = str(self.per_page)
+
+        return data
+
+    def get_slug(self) -> str:
+        """Gets the slug of the resource."""
+        return self._slug
+
+    def get_response_class(self) -> type[TypeSearchResponse]:
+        """Gets the response class for the search."""
+        return self._response_class