"""Code generated by Speakeasy (https://speakeasy.com). DO NOT EDIT."""

from .basesdk import BaseSDK, SyncSDK, AsyncSDK
from friendli.core import models, utils
from friendli.core._hooks import HookContext
from friendli.core.types import OptionalNullable, UNSET
from friendli.core.utils import get_security_from_env
from friendli.core.utils.unmarshal_json_response import unmarshal_json_response
from typing import List, Mapping, Optional
import abc


class BaseKnowledge(BaseSDK):
    pass


class SyncKnowledge(BaseKnowledge, SyncSDK):
    def retrieve(
        self,
        *,
        query: str,
        k: int,
        knowledge_ids: List[str],
        x_friendli_team: OptionalNullable[str] = UNSET,
        retries: OptionalNullable[utils.RetryConfig] = UNSET,
        server_url: Optional[str] = None,
        timeout_ms: Optional[int] = None,
        http_headers: Optional[Mapping[str, str]] = None,
    ) -> models.ServerlessKnowledgeRetrievalSuccess:
        """Retrieve contexts from chosen knowledge base

        Retrieve related documents from knowledge base by similarity.

        :param query: A text string used to find relevant information within the knowledge-base.
        :param k: Maximum number of top-ranked knowledge-base entries to return in results.
        :param knowledge_ids: A List of knowledge-base IDs. For now, only one knowledge-base is supported.
        :param x_friendli_team: ID of team to run requests as (optional parameter).
        :param retries: Override the default retry configuration for this method
        :param server_url: Override the default server URL for this method
        :param timeout_ms: Override the default request timeout configuration for this method in milliseconds
        :param http_headers: Additional headers to set or replace on requests.
        """
        base_url = None
        url_variables = None
        if timeout_ms is None:
            timeout_ms = self.sdk_configuration.timeout_ms
        if server_url is not None:
            base_url = server_url
        else:
            base_url = self._get_url(base_url, url_variables)
        request = models.ServerlessKnowledgeRetrieveRequest(
            x_friendli_team=x_friendli_team,
            serverless_knowledge_retrieval_body=models.ServerlessKnowledgeRetrievalBody(
                query=query, k=k, knowledge_ids=knowledge_ids
            ),
        )
        req = self._build_request(
            method="POST",
            path="/serverless/v1/knowledge/retrieve",
            base_url=base_url,
            url_variables=url_variables,
            request=request,
            request_body_required=True,
            request_has_path_params=False,
            request_has_query_params=True,
            user_agent_header="user-agent",
            accept_header_value="application/json",
            http_headers=http_headers,
            security=self.sdk_configuration.security,
            get_serialized_body=lambda: utils.serialize_request_body(
                request.serverless_knowledge_retrieval_body,
                False,
                False,
                "json",
                models.ServerlessKnowledgeRetrievalBody,
            ),
            allow_empty_value=None,
            timeout_ms=timeout_ms,
        )
        if retries == UNSET:
            if self.sdk_configuration.retry_config is not UNSET:
                retries = self.sdk_configuration.retry_config
            else:
                retries = utils.RetryConfig(
                    "backoff", utils.BackoffStrategy(500, 60000, 1.5, 3600000), True
                )
        retry_config = None
        if isinstance(retries, utils.RetryConfig):
            retry_config = (retries, ["429", "500", "502", "503", "504"])
        http_res = self.do_request(
            hook_ctx=HookContext(
                config=self.sdk_configuration,
                base_url=base_url or "",
                operation_id="serverlessKnowledgeRetrieve",
                oauth2_scopes=None,
                security_source=get_security_from_env(
                    self.sdk_configuration.security, models.Security
                ),
            ),
            request=req,
            error_status_codes=["400", "422", "4XX", "5XX"],
            retry_config=retry_config,
        )
        if utils.match_response(http_res, "200", "application/json"):
            return unmarshal_json_response(
                models.ServerlessKnowledgeRetrievalSuccess, http_res
            )
        if utils.match_response(http_res, ["400", "422", "4XX"], "*"):
            http_res_text = utils.stream_to_text(http_res)
            raise models.SDKError("API error occurred", http_res, http_res_text)
        if utils.match_response(http_res, "5XX", "*"):
            http_res_text = utils.stream_to_text(http_res)
            raise models.SDKError("API error occurred", http_res, http_res_text)
        raise models.SDKError("Unexpected response received", http_res)


class AsyncKnowledge(BaseKnowledge, AsyncSDK):
    async def retrieve(
        self,
        *,
        query: str,
        k: int,
        knowledge_ids: List[str],
        x_friendli_team: OptionalNullable[str] = UNSET,
        retries: OptionalNullable[utils.RetryConfig] = UNSET,
        server_url: Optional[str] = None,
        timeout_ms: Optional[int] = None,
        http_headers: Optional[Mapping[str, str]] = None,
    ) -> models.ServerlessKnowledgeRetrievalSuccess:
        """Retrieve contexts from chosen knowledge base

        Retrieve related documents from knowledge base by similarity.

        :param query: A text string used to find relevant information within the knowledge-base.
        :param k: Maximum number of top-ranked knowledge-base entries to return in results.
        :param knowledge_ids: A List of knowledge-base IDs. For now, only one knowledge-base is supported.
        :param x_friendli_team: ID of team to run requests as (optional parameter).
        :param retries: Override the default retry configuration for this method
        :param server_url: Override the default server URL for this method
        :param timeout_ms: Override the default request timeout configuration for this method in milliseconds
        :param http_headers: Additional headers to set or replace on requests.
        """
        base_url = None
        url_variables = None
        if timeout_ms is None:
            timeout_ms = self.sdk_configuration.timeout_ms
        if server_url is not None:
            base_url = server_url
        else:
            base_url = self._get_url(base_url, url_variables)
        request = models.ServerlessKnowledgeRetrieveRequest(
            x_friendli_team=x_friendli_team,
            serverless_knowledge_retrieval_body=models.ServerlessKnowledgeRetrievalBody(
                query=query, k=k, knowledge_ids=knowledge_ids
            ),
        )
        req = self._build_request_async(
            method="POST",
            path="/serverless/v1/knowledge/retrieve",
            base_url=base_url,
            url_variables=url_variables,
            request=request,
            request_body_required=True,
            request_has_path_params=False,
            request_has_query_params=True,
            user_agent_header="user-agent",
            accept_header_value="application/json",
            http_headers=http_headers,
            security=self.sdk_configuration.security,
            get_serialized_body=lambda: utils.serialize_request_body(
                request.serverless_knowledge_retrieval_body,
                False,
                False,
                "json",
                models.ServerlessKnowledgeRetrievalBody,
            ),
            allow_empty_value=None,
            timeout_ms=timeout_ms,
        )
        if retries == UNSET:
            if self.sdk_configuration.retry_config is not UNSET:
                retries = self.sdk_configuration.retry_config
            else:
                retries = utils.RetryConfig(
                    "backoff", utils.BackoffStrategy(500, 60000, 1.5, 3600000), True
                )
        retry_config = None
        if isinstance(retries, utils.RetryConfig):
            retry_config = (retries, ["429", "500", "502", "503", "504"])
        http_res = await self.do_request_async(
            hook_ctx=HookContext(
                config=self.sdk_configuration,
                base_url=base_url or "",
                operation_id="serverlessKnowledgeRetrieve",
                oauth2_scopes=None,
                security_source=get_security_from_env(
                    self.sdk_configuration.security, models.Security
                ),
            ),
            request=req,
            error_status_codes=["400", "422", "4XX", "5XX"],
            retry_config=retry_config,
        )
        if utils.match_response(http_res, "200", "application/json"):
            return unmarshal_json_response(
                models.ServerlessKnowledgeRetrievalSuccess, http_res
            )
        if utils.match_response(http_res, ["400", "422", "4XX"], "*"):
            http_res_text = await utils.stream_to_text_async(http_res)
            raise models.SDKError("API error occurred", http_res, http_res_text)
        if utils.match_response(http_res, "5XX", "*"):
            http_res_text = await utils.stream_to_text_async(http_res)
            raise models.SDKError("API error occurred", http_res, http_res_text)
        raise models.SDKError("Unexpected response received", http_res)
