# This is an automatically generated code sample.
# To make this code sample work in your Oracle Cloud tenancy,
# please replace the values for any parameters whose current values do not fit
# your use case (such as resource IDs, strings containing ‘EXAMPLE’ or ‘unique_id’, and
# boolean, number, and enum parameters with values not fitting your use case).

import oci

# Create a default config using DEFAULT profile in default location
# Refer to
# https://docs.cloud.oracle.com/en-us/iaas/Content/API/Concepts/sdkconfig.htm#SDK_and_CLI_Configuration_File
# for more info
config = oci.config.from_file()


# Initialize service client with default config file
generative_ai_inference_client = oci.generative_ai_inference.GenerativeAiInferenceClient(
    config)


# Send the request to service, some parameters are not required, see API
# doc for more info
chat_response = generative_ai_inference_client.chat(
    chat_details=oci.generative_ai_inference.models.ChatDetails(
        compartment_id="ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value",
        serving_mode=oci.generative_ai_inference.models.OnDemandServingMode(
            serving_type="ON_DEMAND",
            model_id="ocid1.test.oc1..<unique_ID>EXAMPLE-modelId-Value"),
        chat_request=oci.generative_ai_inference.models.CohereChatRequest(
            api_format="COHERE",
            message="EXAMPLE-message-Value",
            chat_history=[
                    oci.generative_ai_inference.models.CohereMessage(
                        role="CHATBOT",
                        message="EXAMPLE-message-Value")],
            documents=["EXAMPLE-documents-Value"],
            is_search_queries_only=False,
            preamble_override="EXAMPLE-preambleOverride-Value",
            is_stream=True,
            max_tokens=809,
            temperature=0.33248198,
            top_k=448,
            top_p=0.91910326,
            frequency_penalty=0.79659075,
            presence_penalty=0.5550455)),
    opc_retry_token="EXAMPLE-opcRetryToken-Value",
    opc_request_id="GXGHMKVA6SMOS5DF4MOY<unique_ID>")

# Get the data from response
print(chat_response.data)