QConnect / Client / create_ai_agent

create_ai_agent#

QConnect.Client.create_ai_agent(**kwargs)#

Creates an Amazon Q in Connect AI Agent.

Request Syntax

response = client.create_ai_agent(
    assistantId='string',
    clientToken='string',
    configuration={
        'answerRecommendationAIAgentConfiguration': {
            'answerGenerationAIPromptId': 'string',
            'associationConfigurations': [
                {
                    'associationConfigurationData': {
                        'knowledgeBaseAssociationConfigurationData': {
                            'contentTagFilter': {
                                'andConditions': [
                                    {
                                        'key': 'string',
                                        'value': 'string'
                                    },
                                ],
                                'orConditions': [
                                    {
                                        'andConditions': [
                                            {
                                                'key': 'string',
                                                'value': 'string'
                                            },
                                        ],
                                        'tagCondition': {
                                            'key': 'string',
                                            'value': 'string'
                                        }
                                    },
                                ],
                                'tagCondition': {
                                    'key': 'string',
                                    'value': 'string'
                                }
                            },
                            'maxResults': 123,
                            'overrideKnowledgeBaseSearchType': 'HYBRID'|'SEMANTIC'
                        }
                    },
                    'associationId': 'string',
                    'associationType': 'KNOWLEDGE_BASE'
                },
            ],
            'intentLabelingGenerationAIPromptId': 'string',
            'queryReformulationAIPromptId': 'string'
        },
        'manualSearchAIAgentConfiguration': {
            'answerGenerationAIPromptId': 'string',
            'associationConfigurations': [
                {
                    'associationConfigurationData': {
                        'knowledgeBaseAssociationConfigurationData': {
                            'contentTagFilter': {
                                'andConditions': [
                                    {
                                        'key': 'string',
                                        'value': 'string'
                                    },
                                ],
                                'orConditions': [
                                    {
                                        'andConditions': [
                                            {
                                                'key': 'string',
                                                'value': 'string'
                                            },
                                        ],
                                        'tagCondition': {
                                            'key': 'string',
                                            'value': 'string'
                                        }
                                    },
                                ],
                                'tagCondition': {
                                    'key': 'string',
                                    'value': 'string'
                                }
                            },
                            'maxResults': 123,
                            'overrideKnowledgeBaseSearchType': 'HYBRID'|'SEMANTIC'
                        }
                    },
                    'associationId': 'string',
                    'associationType': 'KNOWLEDGE_BASE'
                },
            ]
        }
    },
    description='string',
    name='string',
    tags={
        'string': 'string'
    },
    type='MANUAL_SEARCH'|'ANSWER_RECOMMENDATION',
    visibilityStatus='SAVED'|'PUBLISHED'
)

Parameters:

assistantId (string) –
[REQUIRED]

The identifier of the Amazon Q in Connect assistant. Can be either the ID or the ARN. URLs cannot contain the ARN.
clientToken (string) –
A unique, case-sensitive identifier that you provide to ensure the idempotency of the request. If not provided, the AWS SDK populates this field. For more information about idempotency, see Making retries safe with idempotent APIs.

This field is autopopulated if not provided.
configuration (dict) –
[REQUIRED]

The configuration of the AI Agent.

Note
This is a Tagged Union structure. Only one of the following top level keys can be set: answerRecommendationAIAgentConfiguration, manualSearchAIAgentConfiguration.
- answerRecommendationAIAgentConfiguration (dict) –
  
  The configuration for AI Agents of type ANSWER_RECOMMENDATION.
  - answerGenerationAIPromptId (string) –
    
    The AI Prompt identifier for the Answer Generation prompt used by the ANSWER_RECOMMENDATION AI Agent.
  - associationConfigurations (list) –
    
    The association configurations for overriding behavior on this AI Agent.
    - (dict) –
      
      The configuration for an Amazon Q in Connect Assistant Association.
      - associationConfigurationData (dict) –
        
        The data of the configuration for an Amazon Q in Connect Assistant Association.
        
        Note
        This is a Tagged Union structure. Only one of the following top level keys can be set: knowledgeBaseAssociationConfigurationData.
        
        knowledgeBaseAssociationConfigurationData (dict) –
        
        The data of the configuration for a KNOWLEDGE_BASE type Amazon Q in Connect Assistant Association.
        
        contentTagFilter (dict) –
        
        An object that can be used to specify Tag conditions.
        
        Note
        This is a Tagged Union structure. Only one of the following top level keys can be set: andConditions, orConditions, tagCondition.
        
        andConditions (list) –
        
        A list of conditions which would be applied together with an AND condition.
        
        (dict) –
        
        A leaf node condition which can be used to specify a tag condition.
        
        key (string) – [REQUIRED]
        
        The tag key in the tag condition.
        
        value (string) –
        
        The tag value in the tag condition.
        
        orConditions (list) –
        
        A list of conditions which would be applied together with an OR condition.
        
        (dict) –
        
        A list of conditions which would be applied together with an OR condition.
        
        Note
        This is a Tagged Union structure. Only one of the following top level keys can be set: andConditions, tagCondition.
        
        andConditions (list) –
        
        A list of conditions which would be applied together with an AND condition.
        
        (dict) –
        
        A leaf node condition which can be used to specify a tag condition.
        
        key (string) – [REQUIRED]
        
        The tag key in the tag condition.
        
        value (string) –
        
        The tag value in the tag condition.
        
        tagCondition (dict) –
        
        A leaf node condition which can be used to specify a tag condition.
        
        key (string) – [REQUIRED]
        
        The tag key in the tag condition.
        
        value (string) –
        
        The tag value in the tag condition.
        
        tagCondition (dict) –
        
        A leaf node condition which can be used to specify a tag condition.
        
        key (string) – [REQUIRED]
        
        The tag key in the tag condition.
        
        value (string) –
        
        The tag value in the tag condition.
        
        maxResults (integer) –
        
        The maximum number of results to return per page.
        
        overrideKnowledgeBaseSearchType (string) –
        
        The search type to be used against the Knowledge Base for this request. The values can be SEMANTIC which uses vector embeddings or HYBRID which use vector embeddings and raw text
      - associationId (string) –
        
        The identifier of the association for this Association Configuration.
      - associationType (string) –
        
        The type of the association for this Association Configuration.
  - intentLabelingGenerationAIPromptId (string) –
    
    The AI Prompt identifier for the Intent Labeling prompt used by the ANSWER_RECOMMENDATION AI Agent.
  - queryReformulationAIPromptId (string) –
    
    The AI Prompt identifier for the Query Reformulation prompt used by the ANSWER_RECOMMENDATION AI Agent.
- manualSearchAIAgentConfiguration (dict) –
  
  The configuration for AI Agents of type MANUAL_SEARCH.
  - answerGenerationAIPromptId (string) –
    
    The AI Prompt identifier for the Answer Generation prompt used by the MANUAL_SEARCH AI Agent.
  - associationConfigurations (list) –
    
    The association configurations for overriding behavior on this AI Agent.
    - (dict) –
      
      The configuration for an Amazon Q in Connect Assistant Association.
      - associationConfigurationData (dict) –
        
        The data of the configuration for an Amazon Q in Connect Assistant Association.
        
        Note
        This is a Tagged Union structure. Only one of the following top level keys can be set: knowledgeBaseAssociationConfigurationData.
        
        knowledgeBaseAssociationConfigurationData (dict) –
        
        The data of the configuration for a KNOWLEDGE_BASE type Amazon Q in Connect Assistant Association.
        
        contentTagFilter (dict) –
        
        An object that can be used to specify Tag conditions.
        
        Note
        This is a Tagged Union structure. Only one of the following top level keys can be set: andConditions, orConditions, tagCondition.
        
        andConditions (list) –
        
        A list of conditions which would be applied together with an AND condition.
        
        (dict) –
        
        A leaf node condition which can be used to specify a tag condition.
        
        key (string) – [REQUIRED]
        
        The tag key in the tag condition.
        
        value (string) –
        
        The tag value in the tag condition.
        
        orConditions (list) –
        
        A list of conditions which would be applied together with an OR condition.
        
        (dict) –
        
        A list of conditions which would be applied together with an OR condition.
        
        Note
        This is a Tagged Union structure. Only one of the following top level keys can be set: andConditions, tagCondition.
        
        andConditions (list) –
        
        A list of conditions which would be applied together with an AND condition.
        
        (dict) –
        
        A leaf node condition which can be used to specify a tag condition.
        
        key (string) – [REQUIRED]
        
        The tag key in the tag condition.
        
        value (string) –
        
        The tag value in the tag condition.
        
        tagCondition (dict) –
        
        A leaf node condition which can be used to specify a tag condition.
        
        key (string) – [REQUIRED]
        
        The tag key in the tag condition.
        
        value (string) –
        
        The tag value in the tag condition.
        
        tagCondition (dict) –
        
        A leaf node condition which can be used to specify a tag condition.
        
        key (string) – [REQUIRED]
        
        The tag key in the tag condition.
        
        value (string) –
        
        The tag value in the tag condition.
        
        maxResults (integer) –
        
        The maximum number of results to return per page.
        
        overrideKnowledgeBaseSearchType (string) –
        
        The search type to be used against the Knowledge Base for this request. The values can be SEMANTIC which uses vector embeddings or HYBRID which use vector embeddings and raw text
      - associationId (string) –
        
        The identifier of the association for this Association Configuration.
      - associationType (string) –
        
        The type of the association for this Association Configuration.
description (string) – The description of the AI Agent.
name (string) –
[REQUIRED]

The name of the AI Agent.
tags (dict) –
The tags used to organize, track, or control access for this resource.
- (string) –
  - (string) –
type (string) –
[REQUIRED]

The type of the AI Agent.
visibilityStatus (string) –
[REQUIRED]

The visibility status of the AI Agent.

Return type:

dict

Returns:

Response Syntax

{
    'aiAgent': {
        'aiAgentArn': 'string',
        'aiAgentId': 'string',
        'assistantArn': 'string',
        'assistantId': 'string',
        'configuration': {
            'answerRecommendationAIAgentConfiguration': {
                'answerGenerationAIPromptId': 'string',
                'associationConfigurations': [
                    {
                        'associationConfigurationData': {
                            'knowledgeBaseAssociationConfigurationData': {
                                'contentTagFilter': {
                                    'andConditions': [
                                        {
                                            'key': 'string',
                                            'value': 'string'
                                        },
                                    ],
                                    'orConditions': [
                                        {
                                            'andConditions': [
                                                {
                                                    'key': 'string',
                                                    'value': 'string'
                                                },
                                            ],
                                            'tagCondition': {
                                                'key': 'string',
                                                'value': 'string'
                                            }
                                        },
                                    ],
                                    'tagCondition': {
                                        'key': 'string',
                                        'value': 'string'
                                    }
                                },
                                'maxResults': 123,
                                'overrideKnowledgeBaseSearchType': 'HYBRID'|'SEMANTIC'
                            }
                        },
                        'associationId': 'string',
                        'associationType': 'KNOWLEDGE_BASE'
                    },
                ],
                'intentLabelingGenerationAIPromptId': 'string',
                'queryReformulationAIPromptId': 'string'
            },
            'manualSearchAIAgentConfiguration': {
                'answerGenerationAIPromptId': 'string',
                'associationConfigurations': [
                    {
                        'associationConfigurationData': {
                            'knowledgeBaseAssociationConfigurationData': {
                                'contentTagFilter': {
                                    'andConditions': [
                                        {
                                            'key': 'string',
                                            'value': 'string'
                                        },
                                    ],
                                    'orConditions': [
                                        {
                                            'andConditions': [
                                                {
                                                    'key': 'string',
                                                    'value': 'string'
                                                },
                                            ],
                                            'tagCondition': {
                                                'key': 'string',
                                                'value': 'string'
                                            }
                                        },
                                    ],
                                    'tagCondition': {
                                        'key': 'string',
                                        'value': 'string'
                                    }
                                },
                                'maxResults': 123,
                                'overrideKnowledgeBaseSearchType': 'HYBRID'|'SEMANTIC'
                            }
                        },
                        'associationId': 'string',
                        'associationType': 'KNOWLEDGE_BASE'
                    },
                ]
            }
        },
        'description': 'string',
        'modifiedTime': datetime(2015, 1, 1),
        'name': 'string',
        'origin': 'SYSTEM'|'CUSTOMER',
        'status': 'CREATE_IN_PROGRESS'|'CREATE_FAILED'|'ACTIVE'|'DELETE_IN_PROGRESS'|'DELETE_FAILED'|'DELETED',
        'tags': {
            'string': 'string'
        },
        'type': 'MANUAL_SEARCH'|'ANSWER_RECOMMENDATION',
        'visibilityStatus': 'SAVED'|'PUBLISHED'
    }
}

Response Structure

(dict) –
- aiAgent (dict) –
  
  The data of the created AI Agent.
  - aiAgentArn (string) –
    
    The Amazon Resource Name (ARN) of the AI agent.
  - aiAgentId (string) –
    
    The identifier of the AI Agent.
  - assistantArn (string) –
    
    The Amazon Resource Name (ARN) of the Amazon Q in Connect assistant.
  - assistantId (string) –
    
    The identifier of the Amazon Q in Connect assistant. Can be either the ID or the ARN. URLs cannot contain the ARN.
  - configuration (dict) –
    
    Configuration for the AI Agent.
    Note
    This is a Tagged Union structure. Only one of the following top level keys will be set: answerRecommendationAIAgentConfiguration, manualSearchAIAgentConfiguration. If a client receives an unknown member it will set SDK_UNKNOWN_MEMBER as the top level key, which maps to the name or tag of the unknown member. The structure of SDK_UNKNOWN_MEMBER is as follows:
    'SDK_UNKNOWN_MEMBER': {'name': 'UnknownMemberName'}
    - answerRecommendationAIAgentConfiguration (dict) –
      
      The configuration for AI Agents of type ANSWER_RECOMMENDATION.
      - answerGenerationAIPromptId (string) –
        
        The AI Prompt identifier for the Answer Generation prompt used by the ANSWER_RECOMMENDATION AI Agent.
      - associationConfigurations (list) –
        
        The association configurations for overriding behavior on this AI Agent.
        
        (dict) –
        
        The configuration for an Amazon Q in Connect Assistant Association.
        
        associationConfigurationData (dict) –
        
        The data of the configuration for an Amazon Q in Connect Assistant Association.
        
        Note
        This is a Tagged Union structure. Only one of the following top level keys will be set: knowledgeBaseAssociationConfigurationData. If a client receives an unknown member it will set SDK_UNKNOWN_MEMBER as the top level key, which maps to the name or tag of the unknown member. The structure of SDK_UNKNOWN_MEMBER is as follows:
        
        'SDK_UNKNOWN_MEMBER': {'name': 'UnknownMemberName'}
        
        knowledgeBaseAssociationConfigurationData (dict) –
        
        The data of the configuration for a KNOWLEDGE_BASE type Amazon Q in Connect Assistant Association.
        
        contentTagFilter (dict) –
        
        An object that can be used to specify Tag conditions.
        
        Note
        This is a Tagged Union structure. Only one of the following top level keys will be set: andConditions, orConditions, tagCondition. If a client receives an unknown member it will set SDK_UNKNOWN_MEMBER as the top level key, which maps to the name or tag of the unknown member. The structure of SDK_UNKNOWN_MEMBER is as follows:
        
        'SDK_UNKNOWN_MEMBER': {'name': 'UnknownMemberName'}
        
        andConditions (list) –
        
        A list of conditions which would be applied together with an AND condition.
        
        (dict) –
        
        A leaf node condition which can be used to specify a tag condition.
        
        key (string) –
        
        The tag key in the tag condition.
        
        value (string) –
        
        The tag value in the tag condition.
        
        orConditions (list) –
        
        A list of conditions which would be applied together with an OR condition.
        
        (dict) –
        
        A list of conditions which would be applied together with an OR condition.
        
        Note
        This is a Tagged Union structure. Only one of the following top level keys will be set: andConditions, tagCondition. If a client receives an unknown member it will set SDK_UNKNOWN_MEMBER as the top level key, which maps to the name or tag of the unknown member. The structure of SDK_UNKNOWN_MEMBER is as follows:
        
        'SDK_UNKNOWN_MEMBER': {'name': 'UnknownMemberName'}
        
        andConditions (list) –
        
        A list of conditions which would be applied together with an AND condition.
        
        (dict) –
        
        A leaf node condition which can be used to specify a tag condition.
        
        key (string) –
        
        The tag key in the tag condition.
        
        value (string) –
        
        The tag value in the tag condition.
        
        tagCondition (dict) –
        
        A leaf node condition which can be used to specify a tag condition.
        
        key (string) –
        
        The tag key in the tag condition.
        
        value (string) –
        
        The tag value in the tag condition.
        
        tagCondition (dict) –
        
        A leaf node condition which can be used to specify a tag condition.
        
        key (string) –
        
        The tag key in the tag condition.
        
        value (string) –
        
        The tag value in the tag condition.
        
        maxResults (integer) –
        
        The maximum number of results to return per page.
        
        overrideKnowledgeBaseSearchType (string) –
        
        The search type to be used against the Knowledge Base for this request. The values can be SEMANTIC which uses vector embeddings or HYBRID which use vector embeddings and raw text
        
        associationId (string) –
        
        The identifier of the association for this Association Configuration.
        
        associationType (string) –
        
        The type of the association for this Association Configuration.
      - intentLabelingGenerationAIPromptId (string) –
        
        The AI Prompt identifier for the Intent Labeling prompt used by the ANSWER_RECOMMENDATION AI Agent.
      - queryReformulationAIPromptId (string) –
        
        The AI Prompt identifier for the Query Reformulation prompt used by the ANSWER_RECOMMENDATION AI Agent.
    - manualSearchAIAgentConfiguration (dict) –
      
      The configuration for AI Agents of type MANUAL_SEARCH.
      - answerGenerationAIPromptId (string) –
        
        The AI Prompt identifier for the Answer Generation prompt used by the MANUAL_SEARCH AI Agent.
      - associationConfigurations (list) –
        
        The association configurations for overriding behavior on this AI Agent.
        
        (dict) –
        
        The configuration for an Amazon Q in Connect Assistant Association.
        
        associationConfigurationData (dict) –
        
        The data of the configuration for an Amazon Q in Connect Assistant Association.
        
        Note
        This is a Tagged Union structure. Only one of the following top level keys will be set: knowledgeBaseAssociationConfigurationData. If a client receives an unknown member it will set SDK_UNKNOWN_MEMBER as the top level key, which maps to the name or tag of the unknown member. The structure of SDK_UNKNOWN_MEMBER is as follows:
        
        'SDK_UNKNOWN_MEMBER': {'name': 'UnknownMemberName'}
        
        knowledgeBaseAssociationConfigurationData (dict) –
        
        The data of the configuration for a KNOWLEDGE_BASE type Amazon Q in Connect Assistant Association.
        
        contentTagFilter (dict) –
        
        An object that can be used to specify Tag conditions.
        
        Note
        This is a Tagged Union structure. Only one of the following top level keys will be set: andConditions, orConditions, tagCondition. If a client receives an unknown member it will set SDK_UNKNOWN_MEMBER as the top level key, which maps to the name or tag of the unknown member. The structure of SDK_UNKNOWN_MEMBER is as follows:
        
        'SDK_UNKNOWN_MEMBER': {'name': 'UnknownMemberName'}
        
        andConditions (list) –
        
        A list of conditions which would be applied together with an AND condition.
        
        (dict) –
        
        A leaf node condition which can be used to specify a tag condition.
        
        key (string) –
        
        The tag key in the tag condition.
        
        value (string) –
        
        The tag value in the tag condition.
        
        orConditions (list) –
        
        A list of conditions which would be applied together with an OR condition.
        
        (dict) –
        
        A list of conditions which would be applied together with an OR condition.
        
        Note
        This is a Tagged Union structure. Only one of the following top level keys will be set: andConditions, tagCondition. If a client receives an unknown member it will set SDK_UNKNOWN_MEMBER as the top level key, which maps to the name or tag of the unknown member. The structure of SDK_UNKNOWN_MEMBER is as follows:
        
        'SDK_UNKNOWN_MEMBER': {'name': 'UnknownMemberName'}
        
        andConditions (list) –
        
        A list of conditions which would be applied together with an AND condition.
        
        (dict) –
        
        A leaf node condition which can be used to specify a tag condition.
        
        key (string) –
        
        The tag key in the tag condition.
        
        value (string) –
        
        The tag value in the tag condition.
        
        tagCondition (dict) –
        
        A leaf node condition which can be used to specify a tag condition.
        
        key (string) –
        
        The tag key in the tag condition.
        
        value (string) –
        
        The tag value in the tag condition.
        
        tagCondition (dict) –
        
        A leaf node condition which can be used to specify a tag condition.
        
        key (string) –
        
        The tag key in the tag condition.
        
        value (string) –
        
        The tag value in the tag condition.
        
        maxResults (integer) –
        
        The maximum number of results to return per page.
        
        overrideKnowledgeBaseSearchType (string) –
        
        The search type to be used against the Knowledge Base for this request. The values can be SEMANTIC which uses vector embeddings or HYBRID which use vector embeddings and raw text
        
        associationId (string) –
        
        The identifier of the association for this Association Configuration.
        
        associationType (string) –
        
        The type of the association for this Association Configuration.
  - description (string) –
    
    The description of the AI Agent.
  - modifiedTime (datetime) –
    
    The time the AI Agent was last modified.
  - name (string) –
    
    The name of the AI Agent.
  - origin (string) –
    
    Specifies the origin of the AI Agent. SYSTEM for a default AI Agent created by Q in Connect or CUSTOMER for an AI Agent created by calling AI Agent creation APIs.
  - status (string) –
    
    The status of the AI Agent.
  - tags (dict) –
    
    The tags used to organize, track, or control access for this resource.
    - (string) –
      - (string) –
  - type (string) –
    
    The type of the AI Agent.
  - visibilityStatus (string) –
    
    The visibility status of the AI Agent.

Exceptions

QConnect.Client.exceptions.ConflictException
QConnect.Client.exceptions.ValidationException
QConnect.Client.exceptions.ServiceQuotaExceededException
QConnect.Client.exceptions.AccessDeniedException
QConnect.Client.exceptions.ResourceNotFoundException
QConnect.Client.exceptions.ThrottlingException