# 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_agent_client = oci.generative_ai_agent.GenerativeAiAgentClient(
    config)


# Send the request to service, some parameters are not required, see API
# doc for more info
create_tool_response = generative_ai_agent_client.create_tool(
    create_tool_details=oci.generative_ai_agent.models.CreateToolDetails(
        description="EXAMPLE-description-Value",
        agent_id="ocid1.test.oc1..<unique_ID>EXAMPLE-agentId-Value",
        compartment_id="ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value",
        tool_config=oci.generative_ai_agent.models.RagToolConfig(
            tool_config_type="RAG_TOOL_CONFIG",
            knowledge_base_configs=[
                oci.generative_ai_agent.models.KnowledgeBaseConfig(
                    knowledge_base_id="ocid1.test.oc1..<unique_ID>EXAMPLE-knowledgeBaseId-Value")],
            generation_llm_customization=oci.generative_ai_agent.models.LlmCustomization(
                llm_selection=oci.generative_ai_agent.models.CustomGenAiModelLlmSelection(
                    llm_selection_type="CUSTOM_GEN_AI_MODEL",
                    model_id="ocid1.test.oc1..<unique_ID>EXAMPLE-modelId-Value"),
                llm_hyper_parameters={
                    'EXAMPLE_KEY_S9e7x': 'EXAMPLE--Value'},
                instruction="EXAMPLE-instruction-Value"),
            runtime_version="EXAMPLE-runtimeVersion-Value",
            embedding_llm_customization=oci.generative_ai_agent.models.LlmCustomization(
                llm_selection=oci.generative_ai_agent.models.CustomGenAiModelLlmSelection(
                    llm_selection_type="CUSTOM_GEN_AI_MODEL",
                    model_id="ocid1.test.oc1..<unique_ID>EXAMPLE-modelId-Value"),
                llm_hyper_parameters={
                    'EXAMPLE_KEY_LLhXy': 'EXAMPLE--Value'},
                instruction="EXAMPLE-instruction-Value"),
            reranking_llm_customization=oci.generative_ai_agent.models.LlmCustomization(
                llm_selection=oci.generative_ai_agent.models.DefaultLlmSelection(
                    llm_selection_type="DEFAULT"),
                llm_hyper_parameters={
                    'EXAMPLE_KEY_3lNGp': 'EXAMPLE--Value'},
                instruction="EXAMPLE-instruction-Value"),
            reasoning_llm_customization=oci.generative_ai_agent.models.LlmCustomization(
                llm_selection=oci.generative_ai_agent.models.DefaultLlmSelection(
                    llm_selection_type="DEFAULT"),
                llm_hyper_parameters={
                    'EXAMPLE_KEY_7EJ7d': 'EXAMPLE--Value'},
                instruction="EXAMPLE-instruction-Value")),
        display_name="EXAMPLE-displayName-Value",
        metadata={
            'EXAMPLE_KEY_A9FQh': 'EXAMPLE_VALUE_prW7ezN2wsQWRdRw86pc'},
        freeform_tags={
            'EXAMPLE_KEY_wivQa': 'EXAMPLE_VALUE_QkcWlMvLRQnD4YNOGeI4'},
        defined_tags={
            'EXAMPLE_KEY_06G9q': {
                'EXAMPLE_KEY_r7tVg': 'EXAMPLE--Value'}}),
    opc_retry_token="EXAMPLE-opcRetryToken-Value",
    opc_request_id="K7USWRVBPVTRMWSLXCDR<unique_ID>")

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