AI Agent APIs

AI Agent APIs enhance user interaction by providing intelligent automation and decision-making support. These APIs allow you to integrate AI-driven features into workflows such as automated approval, task assignments, and user interactions through chat-based interfaces.

Overview

Below are APIs for retrieving, creating, updating, deleting, and managing AI Agents, as well as handling workflows associated with them.

1. Get AI Agent

Retrieve a list of all AI Agents in the system.

Endpoint for Product: GET https://app-gateway.imbrace.co/v2/backend/templates
Endpoint for Demo: GET https://app-gateway.demo.imbrace.co/v2/backend/templates
Endpoint for Dev: GET https://app-gateway.dev.imbrace.co/v2/backend/templates
Headers:
- Content-Type: application/json
- x-access-token: Your Access TokenYour Access Token
Body:

Result:

Status code: 200 OK

{
    "data": {
        "_id": "uc_71cfa689-ea47-46ce-9845-f6e1488a5a15",
        "doc_name": "UseCase",
        "title": "test1",
        "organization_id": "org_imbrace",
        "short_description": "",
        "type": "custom",
        "channel_id": "ch_6f4df538-ce1b-455f-b563-819880e17b9b",
        "features": [],
        "tags": [],
        "demo_url": "https://chat-widget.imbrace.co?channel_id=ch_6f4df538-ce1b-455f-b563-819880e17b9b",
        "suggestion_prompts": [],
        "supported_channels": [
            {
                "title": "channel_",
                "icon": "",
                "_id": "68aed93be67d29aeadb2a87b"
            }
        ],
        "assistant_id": "853d4df5-f6aa-4367-9c4e-5bc366e9e566",
        "user_id": "u_ed1ffffc-73ca-4dc3-85fc-2c7da6c87b7a",
        "is_deleted": false,
        "updated_at": "2025-08-27T10:08:59.288Z",
        "how_it_works": [],
        "integrations": [],
        "createdAt": "2025-08-27T09:00:16.243Z",
        "updatedAt": "2025-08-27T10:08:59.289Z",
        "public_id": "f089b14c-ddf5-4e25-b79c-58e2b446d324",
        "created_at": "2025-08-27T09:00:16.243Z"
        }
    }

Example:

curl --location 'https://app-gateway.imbrace.co/v2/backend/templates' \
--header 'x-access-token: acc_3064efc7-4ccc-4b48-8ffa-50313e5b19df'

2. Get AI Agent by ID

Retrieve details of a specific AI Agent by its ID.

Endpoint for Product: GET https://app-gateway.imbrace.co/v2/backend/templates/{template_id}
Endpoint for Demo: GET https://app-gateway.demo.imbrace.co/v2/backend/templates/{template_id}
Endpoint for Dev: GET https://app-gateway.dev.imbrace.co/v2/backend/templates/{template_id}
Headers:
- Content-Type: application/json
- x-access-token: Your Access TokenYour Access Token

Result:

Status code: 200 OK

        {
            "data": {
                "_id": "uc_71cfa689-ea47-46ce-9845-f6e1488a5a15",
                "doc_name": "UseCase",
                "title": "test1",
                "organization_id": "org_imbrace",
                "short_description": "",
                "type": "custom",
                "channel_id": "ch_6f4df538-ce1b-455f-b563-819880e17b9b",
                "features": [],
                "tags": [],
                "demo_url": "https://chat-widget.imbrace.co?channel_id=ch_6f4df538-ce1b-455f-b563-819880e17b9b",
                "suggestion_prompts": [],
                "supported_channels": [
                    {
                        "title": "channel_",
                        "icon": "",
                        "_id": "68aed93be67d29aeadb2a87b"
                    }
                ],
                "assistant_id": "853d4df5-f6aa-4367-9c4e-5bc366e9e566",
                "user_id": "u_ed1ffffc-73ca-4dc3-85fc-2c7da6c87b7a",
                "is_deleted": false,
                "updated_at": "2025-08-27T10:08:59.288Z",
                "how_it_works": [],
                "integrations": [],
                "createdAt": "2025-08-27T09:00:16.243Z",
                "updatedAt": "2025-08-27T10:08:59.289Z",
                "public_id": "f089b14c-ddf5-4e25-b79c-58e2b446d324",
                "created_at": "2025-08-27T09:00:16.243Z"
            }
        }

Example:

curl --location 'https://app-gateway.imbrace.co/v2/backend/templates/uc_71cfa689-ea47-46ce-9845-f6e1488a5a15' \
--header 'x-access-token: acc_3064efc7-4ccc-4b48-8ffa-50313e5b19df'

3. Create AI Agent

Create a new AI Agent with configuration details.

Endpoint for Product: POST https://app-gateway.imbrace.co/v2/backend/templates/custom
Endpoint for Demo: POST https://app-gateway.demo.imbrace.co/v2/backend/templates/custom
Endpoint for Dev: POST https://app-gateway.dev.imbrace.co/v2/backend/templates/custom
Headers:
- Content-Type: application/json
- x-access-token: Your Access TokenYour Access Token

Body:

    {
        "assistant": {
            "agent_type": "agent",
            "banned_words": "",
            "category": [],
            "channel": "",
            "core_task": "",
            "credential_name": "Standard AI Assistant | Test Agent",
            "description": "This name is for internal management only. It won't be shown in the conversation as the agent's name.",
            "file_ids": [],
            "instructions": "",
            "knowledge_hubs": [],
            "metadata": {
                "channel_id": "",
                "other_requirements": [],
                "team_ids": []
            },
            "mode": "standard",
            "model_id": "Default",
            "name": "Test Agent",
            "personality_role": "",
            "response_length": "",
            "show_thinking_process": false,
            "streaming": false,
            "sub_agents": [],
            "team_leads": [],
            "temperature": 0.1,
            "tone_and_style": "",
            "use_memory": true,
            "workflow_function_call": [],
            "workflow_name": "Standard AI Assistant  | Test Agent"
        },
        "usecase": {
            "demo_url": "https://chat-widget.imbrace.co",
            "short_description": "This demo",
            "supported_channels": [
                {
                    "icon": "",
                    "title": "channel_"
                }
            ],
            "title": "Test Agent"
        }
    }

Result:

Status code: 200 OK

    {
    "data": {
        "doc_name": "UseCase",
        "title": "Test Agent",
        "organization_id": "org_imbrace",
        "short_description": "This demo",
        "type": "custom",
        "channel_id": "ch_22723388-b75b-43c6-b21c-8cfef9becd01",
        "features": [],
        "tags": [],
        "demo_url": "https://chat-widget.imbrace.co?channel_id=ch_22723388-b75b-43c6-b21c-8cfef9becd01",
        "suggestion_prompts": [],
        "supported_channels": [
            {
                "title": "channel_",
                "icon": "",
                "_id": "68ba559ae67d29aeadb329f5"
            }
        ],
        "assistant_id": "d2d01130-4681-4852-b8d4-3bd2366cfb70",
        "user_id": "u_ed1ffffc-73ca-4dc3-85fc-2c7da6c87b7a",
        "is_deleted": false,
        "_id": "uc_ea70a427-3999-48a3-a212-db9e5041d85d",
        "updated_at": "2025-09-05T03:14:34.612Z",
        "how_it_works": [],
        "integrations": [],
        "createdAt": "2025-09-05T03:14:34.612Z",
        "updatedAt": "2025-09-05T03:14:34.612Z",
        "public_id": "623291f2-deaa-4283-a381-0dfffaf4fcde",
        "created_at": "2025-09-05T03:14:34.612Z"
    }
}

Status code: 400 Bad Request

{
    "message": "UseCase with title Test Agent already exists in organization name "
}

Example:

    curl --location 'https://app-gateway.imbrace.co/v2/backend/templates/custom' \
    --header 'x-access-token: acc_3064efc7-4ccc-4b48-8ffa-50313e5b19df' \
    --header 'Content-Type: application/json' \
    --data '{
        "assistant": {
            "agent_type": "agent",
            "banned_words": "",
            "category": [],
            "channel": "",
            "core_task": "",
            "credential_name": "Standard AI Assistant | Test Agent",
            "description": "This name is for internal management only. It won'\''t be shown in the conversation as the agent'\''s name.",
            "file_ids": [],
            "instructions": "",
            "knowledge_hubs": [],
            "metadata": {
                "channel_id": "",
                "other_requirements": [],
                "team_ids": []
            },
            "mode": "standard",
            "model_id": "Default",
            "name": "Test Agent",
            "personality_role": "",
            "response_length": "",
            "show_thinking_process": false,
            "streaming": false,
            "sub_agents": [],
            "team_leads": [],
            "temperature": 0.1,
            "tone_and_style": "",
            "use_memory": true,
            "workflow_function_call": [],
            "workflow_name": "Standard AI Assistant  | Test Agent"
        },
        "usecase": {
            "demo_url": "https://chat-widget.imbrace.co",
            "short_description": "This demo",
            "supported_channels": [
                {
                    "icon": "",
                    "title": "channel_"
                }
            ],
            "title": "Test Agent"
        }
    }'

4. Update AI Agent

Update an existing AI Agent’s details.

Endpoint for Product: PATCH https://app-gateway.imbrace.co/v2/backend/templates/{template_id}/custom
Endpoint for Demo: PATCH https://app-gateway.demo.imbrace.co/v2/backend/templates/{template_id}/custom
Endpoint for Dev: PATCH https://app-gateway.dev.imbrace.co/v2/backend/templates/{template_id}/custom
Headers:
- Content-Type: application/json
- x-access-token: Your Access TokenYour Access Token

Body:

    {
    "usecase": {
        "title": "Agent updated",
        "short_description": "Testing updated"
    },
    "assistant": {
        "name": "Agent updated",
        "description": "Testing updated",
        "channel": "whatsapp",
        "category": [
        "Category 1"
        ],
        "personality_role": "You are a friendly and professional assistant who acts as a Customer Support Representative for an e-commerce platform.",
        "core_task": "Your tasks include answering customer inquiries and providing order status updates.",
        "tone_and_style": "Always maintain a professional tone, ensure clarity in your explanations.",
        "response_length": "within 150 words",
        "banned_words": "bullshit, dammit",
        "file_ids": [],
        "workflow_name": "worflow test 12",
        "credential_id": 0,
        "credential_name": "placeholder",
        "mode": "standard"
    }
    }

Result:

Status code: 200 OK

    {
        "data": {
            "_id": "uc_510cf446-d520-4257-9753-1b15ea246b95",
            "doc_name": "UseCase",
            "title": "Agent updated",
            "organization_id": "org_imbrace",
            "short_description": "Testing updated",
            "type": "custom",
            "channel_id": "ch_552f3ef4-0c45-4e3a-b3c6-588946862da1",
            "features": [],
            "tags": [],
            "demo_url": "https://chat-widget.imbrace.co?channel_id=ch_552f3ef4-0c45-4e3a-b3c6-588946862da1",
            "suggestion_prompts": [],
            "supported_channels": [
                {
                    "title": "channel_",
                    "icon": "",
                    "_id": "68ba5718e67d29aeadb32ed0"
                }
            ],
            "assistant_id": "3d855968-4830-4104-aca6-9a86bfdd10a9",
            "user_id": "u_ed1ffffc-73ca-4dc3-85fc-2c7da6c87b7a",
            "is_deleted": false,
            "updated_at": "2025-09-05T03:21:43.262Z",
            "how_it_works": [],
            "integrations": [],
            "createdAt": "2025-09-05T03:20:56.940Z",
            "updatedAt": "2025-09-05T03:21:43.262Z",
            "public_id": "38e17846-3445-48f8-9231-a9733191a999",
            "created_at": "2025-09-05T03:20:56.941Z"
        }
    }

Status code: 404 Not Found

{
    "message": "UseCase with id undefined doesn't exist"
}

Example:

    curl --location --request PATCH 'https://app-gateway.imbrace.co/v2/backend/templates/uc_510cf446-d520-4257-9753-1b157a246b95/custom' \
    --header 'x-access-token: acc_3064efc7-4ccc-4b48-8ffa-50313e5b19df' \
    --header 'Content-Type: application/json' \
    --data '{
    "usecase": {
        "title": "Agent updated",
        "short_description": "Testing updated"
    },
    "assistant": {
        "name": "Agent updated",
        "description": "Testing updated",
        "channel": "whatsapp",
        "category": [
        "Category 1"
        ],
        "personality_role": "You are a friendly and professional assistant who acts as a Customer Support Representative for an e-commerce platform.",
        "core_task": "Your tasks include answering customer inquiries and providing order status updates.",
        "tone_and_style": "Always maintain a professional tone, ensure clarity in your explanations.",
        "response_length": "within 150 words",
        "banned_words": "bullshit, dammit",
        "file_ids": [],
        "workflow_name": "worflow test 12",
        "credential_id": 0,
        "credential_name": "placeholder",
        "mode": "standard"
    }
    }'

5. Delete AI Agent

Delete an AI Agent from the system.

Endpoint for Product: DELETE https://app-gateway.imbrace.co/v2/backend/templates/{template_id}
Endpoint for Demo: DELETE https://app-gateway.demo.imbrace.co/v2/backend/templates/{template_id}
Endpoint for Dev: DELETE https://app-gateway.dev.imbrace.co/v2/backend/templates/{template_id}
Headers:
- Content-Type: application/json
- x-access-token: Your Access TokenYour Access Token
Body:

Result:

Status code: 200 OK

    {
     "message": "UseCase deleted successfully"
    }

Example:

    curl --location --request DELETE 'https://app-gateway.imbrace.co/v2/backend/templates/uc_510cf446-d520-4257-9753-1b15ea246b95' \
    --header 'x-access-token: acc_3064efc7-4ccc-4b48-8ffa-50313e5b19df' \
    --data ''

6. Answer Question

Ask a question to an AI Agent and get an intelligent response using RAG (Retrieval-Augmented Generation).

Endpoint for Demo: POST https://aiv2.demo.imbrace.lan/api/v1/rag/answer_question
Endpoint for Dev: POST https://aiv2.dev.imbrace.lan/api/v1/rag/answer_question
Headers:
- Content-Type: application/json
- X-Api-Key: Bearer Your Access TokenYour Access Token
- x-organization-id: Your organization ID

Body:

    {
        "text": "are there any spa services in the hotel?",
        "instructions": "",
        "thread_id": "testin-4243437433gg454bbbdfm",
        "role": "user",
        "assistant_id": "83be0c01-8242-4339-b280-2606260842ae",
        "streaming": true
    }

Result:

Status code: 200 OK

    {
        "thread_id": "testin-4243437433gg454bbbdfm",
        "message": "Your name is Michael.",
        "is_partial": true,
        "message_id": "f7e39bb6-66d9-4c51-bc3d-1c3b94843482",
        "sources": [],
        "echart": null,
        "echart_id": ""
    }

Example:

    curl --request POST \
    --url https://aiv2.dev.imbrace.lan/api/v1/rag/answer_question \
    --header 'X-Api-Key: your-api-key' \
    --header 'content-type: application/json' \
    --header 'x-organization-id: org_imbrace' \
    --data '{
        "text": "are there any spa services in the hotel?",
        "instructions": "",
        "thread_id": "testin-4243437433gg454bbbdfm",
        "role": "user",
        "assistant_id": "83be0c01-8242-4339-b280-2606260842ae",
        "streaming": true
    }'

7. Get File by ID

Retrieve detailed information about a specific file by its ID.

Endpoint for Demo: GET https://aiv2.demo.imbrace.lan/api/v1/rag/files/{file_id}
Endpoint for Dev: GET https://aiv2.dev.imbrace.lan/api/v1/rag/files/{file_id}
Headers:
- Content-Type: multipart/form-data
- X-Api-Key: Bearer Your Access TokenYour Access Token
- x-organization-id: Your organization ID
Path Parameters:
- file_id: The ID of the file to retrieve

Result:

Status code: 200 OK

    {
        "_id": "685b7b5f3aeda6244194c660",
        "id": "69c56098-1fc9-4937-b870-dfad8fd23144",
        "organization_id": "org_imbrace",
        "assistant_id": "dsdsds",
        "file_name": "FSHongKong-Overview-eBrochure-EN-2017.pdf",
        "file_size": 6301378,
        "file_type": "application/pdf",
        "board_id": "",
        "boarditem_id": "",
        "url": "s3://imbrace-uat/ai-chat/org_imbrace_69c56098-1fc9-4937-b870-dfad8fd23144_FSHongKong-Overview-eBrochure-EN-2017.pdf",
        "file_id": "69c56098-1fc9-4937-b870-dfad8fd23144",
        "updated_at": "2025-06-25T04:30:23",
        "created_at": "2025-06-25T04:30:23",
        "deleted_at": null
    }

Example:

    curl --request GET \
    --url https://aiv2.dev.imbrace.lan/api/v1/rag/files/69c56098-1fc9-4937-b870-dfad8fd23144 \
    --header 'X-Api-Key: your-api-key' \
    --header 'content-type: multipart/form-data' \
    --header 'x-organization-id: org_imbrace'

8. Upload File

Upload a file to an AI Agent's knowledge base for RAG (Retrieval-Augmented Generation).

Endpoint for Demo: POST https://aiv2.demo.imbrace.lan/api/v1/rag/files
Endpoint for Dev: POST https://aiv2.dev.imbrace.lan/api/v1/rag/files
Headers:
- Content-Type: multipart/form-data
- x-organization-id: Your organization ID
Body (Form Data):
- file: The file to upload
- text_input: Optional text input for additional context

Result:

Status code: 200 OK

{
    "id": "4facd6e7-5cad-4808-ad58-01c36da70ab0",
    "bytes": 309438,
    "filename": "Receipt-2573-6097.pdf",
    "assistant_id": "",
    "created_at": "2025-10-21T09:17:19.780597",
    "board_id": "",
    "boarditem_id": "",
    "extraction_method": "enhanced_pdf_extractor_with_ocr",
    "tables_extracted": 0,
    "text_chunks_extracted": 1,
    "url": "s3://imbrace-uat/ai-chat/org_05994568-2a16-4550-ae73-0401a7f5bde0_4facd6e7-5cad-4808-ad58-01c36da70ab0_Receipt-2573-6097.pdf"
}

Example:

    curl --request POST \
    --url https://aiv2.dev.imbrace.lan/api/v1/rag/files \
    --header 'content-type: multipart/form-data' \
    --header 'x-organization-id: org_imbrace' \
    --form file=@/path/to/your/file.pdf \
    --form 'text_input=my name is michael'

9. Delete File

Delete a file from an AI Agent's knowledge base.

Endpoint for Demo: DELETE https://aiv2.demo.imbrace.lan/api/v1/rag/files/{file_id}
Endpoint for Dev: DELETE https://aiv2.dev.imbrace.lan/api/v1/rag/files/{file_id}
Headers:
- Content-Type: multipart/form-data
- x-organization-id: Your organization ID
Path Parameters:
- file_id: The ID of the file to delete

Result:

Status code: 200 OK

    {
        "deleted_count": 1,
        "regular_rag_deleted": 1,
        "new_rag_deleted": 0,
        "file_id": "8b2fc933-a376-4f51-a2fe-727324fa4c9d",
        "organization_id": "org_imbrace"
    }

Example:

    curl --request DELETE \
    --url https://aiv2.dev.imbrace.lan/api/v1/rag/files/a8b0b955-df70-4150-9a7f-80c392032962 \
    --header 'X-Api-Key: your-api-key' \
    --header 'content-type: multipart/form-data' \
    --header 'x-organization-id: org_imbrace'

10. Create Embedding

Create embeddings for board items data to enable AI-powered search and retrieval.

Endpoint for Demo: POST https://aiv2.demo.imbrace.lan/api/v1/embedding
Endpoint for Dev: POST https://aiv2.dev.imbrace.lan/api/v1/embedding
Headers:
- Content-Type: application/json
- X-Api-Key: Bearer Your Access TokenYour Access Token
- x-organization-id: Your organization ID

Body:

    [
        {
            "_id": "boarditem_123",
            "board_id": "board_456",
            "organization_id": "org_789",
            "fields_data": [
                {
                    "_id": "field_001",
                    "name": "title"
                },
                {
                    "_id": "field_002",
                    "name": "description"
                },
                {
                    "_id": "field_003",
                    "name": "category"
                },
                {
                    "_id": "field_004",
                    "name": "attachments"
                }
            ],
            "fields": {
                "field_001": "Sample Project Title",
                "field_002": "This is a detailed description of the project with important information.",
                "field_003": "Technology",
                "field_004": [
                    {
                        "data": {
                            "url": "https://imbrace-uat.s3.ap-east-1.amazonaws.com/board/org_imbrace/file_7Z8iiQLsI0Ubh4UJ6JMq1xhpk8.pdf",
                            "filename": "sample_document.pdf",
                            "mimetype": "application/pdf"
                        }
                    }
                ]
            }
        },
        {
            "_id": "boarditem_124",
            "board_id": "board_456",
            "organization_id": "org_789",
            "fields_data": [
                {
                    "_id": "field_001",
                    "name": "title"
                },
                {
                    "_id": "field_002",
                    "name": "description"
                },
                {
                    "_id": "field_003",
                    "name": "priority"
                }
            ],
            "fields": {
                "field_001": "Another Project",
                "field_002": "Second project with different metadata for testing purposes.",
                "field_003": "High"
            }
        }
    ]

Result:

Status code: 200 OK

    {
        "success": true,
        "message": "Data stored",
        "data": [
            {
                "title": "Sample Project Title",
                "description": "This is a detailed description of the project with important information.",
                "category": "Technology",
                "attachments": [
                    {
                        "data": {
                            "url": "https://imbrace-uat.s3.ap-east-1.amazonaws.com/board/org_imbrace/file_7Z8iiQLsI0Ubh4UJ6JMq1xhpk8.pdf",
                            "filename": "sample_document.pdf",
                            "mimetype": "application/pdf"
                        }
                    }
                ],
                "boarditem_id": "boarditem_123",
                "board_id": "board_456",
                "organization_id": "org_789"
            },
            {
                "title": "Another Project",
                "description": "Second project with different metadata for testing purposes.",
                "priority": "High",
                "boarditem_id": "boarditem_124",
                "board_id": "board_456",
                "organization_id": "org_789"
            }
        ]
    }

Example:

    curl --request POST \
    --url https://aiv2.dev.imbrace.lan/api/v1/embedding \
    --header 'X-Api-Key: your-api-key' \
    --header 'content-type: application/json' \
    --header 'x-organization-id: org_imbrace' \
    --data '[
        {
            "_id": "boarditem_123",
            "board_id": "board_456",
            "organization_id": "org_789",
            "fields_data": [
                {
                    "_id": "field_001",
                    "name": "title"
                },
                {
                    "_id": "field_002",
                    "name": "description"
                }
            ],
            "fields": {
                "field_001": "Sample Project Title",
                "field_002": "This is a detailed description of the project with important information."
            }
        }
    ]'

11. Delete Embedding by Board ID

Delete embeddings associated with a specific board ID.

Endpoint for Demo: DELETE https://aiv2.demo.imbrace.lan/api/v1/embedding/board/{board_id}
Endpoint for Dev: DELETE https://aiv2.dev.imbrace.lan/api/v1/embedding/board/{board_id}
Headers:
- Content-Type: application/json
- X-Api-Key: Bearer Your Access TokenYour Access Token
- x-organization-id: Your organization ID
Path Parameters:
- board_id: The ID of the board to delete embeddings for

Body:

    {
        "text": "What is my name",
        "instructions": "",
        "thread_id": "test-tool-1",
        "role": "user",
        "secret": "擁抱科技",
        "file_ids": ["db83acff-1edb-4317-9f4e-1d4fffc30240"],
        "assistant_id": "",
        "streaming": false
    }

Result:

Status code: 200 OK

    {
        "success": true,
        "message": "Deleted 0 records with board_id = 123",
        "deletedCount": 0
    }

Example:

    curl --request DELETE \
    --url https://aiv2.dev.imbrace.lan/api/v1/embedding/board/123 \
    --header 'X-Api-Key: your-api-key' \
    --header 'content-type: application/json' \
    --header 'x-organization-id: org_imbrace' \
    --data '{
        "text": "What is my name",
        "instructions": "",
        "thread_id": "test-tool-1",
        "role": "user",
        "secret": "擁抱科技",
        "file_ids": ["db83acff-1edb-4317-9f4e-1d4fffc30240"],
        "assistant_id": "",
        "streaming": false
    }'

12. Delete Embedding by Board Item ID

Delete embeddings associated with a specific board item ID.

Endpoint for Demo: DELETE https://aiv2.demo.imbrace.lan/api/v1/embedding/{boarditem_id}
Endpoint for Dev: DELETE https://aiv2.dev.imbrace.lan/api/v1/embedding/{boarditem_id}
Headers:
- Content-Type: application/json
- X-Api-Key: Bearer Your Access TokenYour Access Token
- x-organization-id: Your organization ID
Path Parameters:
- boarditem_id: The ID of the board item to delete embeddings for

Body:

    {
        "text": "What is my name",
        "instructions": "",
        "thread_id": "test-tool-1",
        "role": "user",
        "secret": "擁抱科技",
        "file_ids": ["db83acff-1edb-4317-9f4e-1d4fffc30240"],
        "assistant_id": "",
        "streaming": false
    }

Result:

Status code: 200 OK

    {
        "success": true,
        "message": "Deleted 0 records with boarditem_id = 123",
        "deletedCount": 0
    }

Example:

    curl --request DELETE \
    --url https://aiv2.dev.imbrace.lan/api/v1/embedding/123 \
    --header 'X-Api-Key: your-api-key' \
    --header 'content-type: application/json' \
    --header 'x-organization-id: org_imbrace' \
    --data '{
        "text": "What is my name",
        "instructions": "",
        "thread_id": "test-tool-1",
        "role": "user",
        "secret": "擁抱科技",
        "file_ids": ["db83acff-1edb-4317-9f4e-1d4fffc30240"],
        "assistant_id": "",
        "streaming": false
    }'

13. Get ECharts by Thread ID

Delete embeddings associated with a specific board item ID.

Endpoint for Demo: GET http://aiv2.demo.imbrace.lan/api/v1/rag/echarts/{thread_id}
Endpoint for Dev: GET https://aiv2.dev.imbrace.lan/api/v1/embedding/{thread_id}
Headers:
- Content-Type: application/json
- X-Api-Key: Bearer Your Access TokenYour Access Token
- x-organization-id: Your organization ID
Path Parameters:
- thread_id: The ID of the thread_id
Body:

Result:

Status code: 200 OK

{
    "echarts": [
        {
            "_id": "afd439e5-2655-489b-bbf1-0c113190ccfb",
            "thread_id": "66f2ff9c-7341-4ca4-81c7-e9d5469d3364",
            "echart_data": {
                "title": {
                    "text": "Student Total Scores and Rankings"
                },
                "tooltip": {},
                "legend": {
                    "data": [
                        "Total Score"
                    ]
                },
                "xAxis": {
                    "type": "category",
                    "data": [
                        "Ella Vu",
                        "Alice Nguyen",
                        "Brian Tran",
                        "David Pham",
                        "Cindy Le"
                    ]
                },
                "yAxis": {
                    "type": "value"
                },
                "series": [
                    {
                        "name": "Total Score",
                        "type": "bar",
                        "data": [
                            279,
                            273,
                            265,
                            259,
                            235
                        ]
                    }
                ]
            },
            "organization_id": "org_639ac074-5fd4-4a16-95b7-69644b849697",
            "created_at": "2025-10-20T05:18:56.007000",
            "updated_at": "2025-10-20T05:18:56.007000"
        },
        {
            "_id": "4b9a4d27-36e4-4ab8-ab15-3334066f7c0f",
            "thread_id": "66f2ff9c-7341-4ca4-81c7-e9d5469d3364",
            "echart_data": {
                "title": {
                    "text": "Student Ranking Based on Math Score"
                },
                "tooltip": {},
                "legend": {
                    "data": [
                        "Math Score"
                    ]
                },
                "xAxis": {
                    "type": "category",
                    "data": [
                        "Alice Nguyen",
                        "Brian Tran",
                        "Cindy Le",
                        "David Pham",
                        "Ella Vu"
                    ]
                },
                "yAxis": {
                    "type": "value"
                },
                "series": [
                    {
                        "name": "Math Score",
                        "type": "bar",
                        "data": [
                            95,
                            89,
                            76,
                            88,
                            92
                        ]
                    }
                ]
            },
            "organization_id": "org_639ac074-5fd4-4a16-95b7-69644b849697",
            "created_at": "2025-10-20T05:22:22.726000",
            "updated_at": "2025-10-20T05:22:22.726000"
        }
    ]
}

Example:

curl --location 'https://aiv2.demo.imbrace.lan/api/v1/rag/echarts/66f2ff9c-7341-4ca4-81c7-e9d5469d3364' \
--header 'x-access-token: api_957c33c5-2342-4354-9e2e-8c1d50593bb0'

PreviousUser management NextBoard APIs

Last updated 3 months ago

hashtagOverview

hashtag1. Get AI Agent

hashtag2. Get AI Agent by ID

hashtag3. Create AI Agent

hashtag4. Update AI Agent

hashtag5. Delete AI Agent

hashtag6. Answer Question

hashtag7. Get File by ID

hashtag8. Upload File

hashtag9. Delete File

hashtag10. Create Embedding

hashtag11. Delete Embedding by Board ID

hashtag12. Delete Embedding by Board Item ID

hashtag13. Get ECharts by Thread ID

Overview

1. Get AI Agent

2. Get AI Agent by ID

3. Create AI Agent

4. Update AI Agent

5. Delete AI Agent

6. Answer Question

7. Get File by ID

8. Upload File

9. Delete File

10. Create Embedding

11. Delete Embedding by Board ID

12. Delete Embedding by Board Item ID

13. Get ECharts by Thread ID