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- import { CodeGroup } from '../code.tsx'
- import { Row, Col, Properties, Property, Heading, SubProperty, Paragraph } from '../md.tsx'
- # Chat App API
- Chat applications support session persistence, allowing previous chat history to be used as context for responses. This can be applicable for chatbot, customer service AI, etc.
- <div>
- ### Base URL
- <CodeGroup title="Code" targetCode={props.appDetail.api_base_url}>
- ```javascript
- ```
- </CodeGroup>
- ### Authentication
- The Service API uses `API-Key` authentication.
- <i>**Strongly recommend storing your API Key on the server-side, not shared or stored on the client-side, to avoid possible API-Key leakage that can lead to serious consequences.**</i>
- For all API requests, include your API Key in the `Authorization`HTTP Header, as shown below:
- <CodeGroup title="Code">
- ```javascript
- Authorization: Bearer {API_KEY}
- ```
- </CodeGroup>
- </div>
- ---
- <Heading
- url='/chat-messages'
- method='POST'
- title='Send Chat Message'
- name='#Send-Chat-Message'
- />
- <Row>
- <Col>
- Send a request to the chat application.
- ### Request Body
- <Properties>
- <Property name='query' type='string' key='query'>
- User Input/Question content
- </Property>
- <Property name='inputs' type='object' key='inputs'>
- Allows the entry of various variable values defined by the App.
- The `inputs` parameter contains multiple key/value pairs, with each key corresponding to a specific variable and each value being the specific value for that variable. Default `{}`
- </Property>
- <Property name='response_mode' type='string' key='response_mode'>
- The mode of response return, supporting:
- - `streaming` Streaming mode (recommended), implements a typewriter-like output through SSE ([Server-Sent Events](https://developer.mozilla.org/en-US/docs/Web/API/Server-sent_events/Using_server-sent_events)).
- - `blocking` Blocking mode, returns result after execution is complete. (Requests may be interrupted if the process is long)
- Due to Cloudflare restrictions, the request will be interrupted without a return after 100 seconds.
- <i>Note: blocking mode is not supported in Agent Assistant mode</i>
- </Property>
- <Property name='user' type='string' key='user'>
- User identifier, used to define the identity of the end-user for retrieval and statistics.
- Should be uniquely defined by the developer within the application.
- </Property>
- <Property name='conversation_id' type='string' key='conversation_id'>
- Conversation ID, to continue the conversation based on previous chat records, it is necessary to pass the previous message's conversation_id.
- </Property>
- <Property name='files' type='array[object]' key='files'>
- File list, suitable for inputting files (images) combined with text understanding and answering questions, available only when the model supports Vision capability.
- - `type` (string) Supported type: `image` (currently only supports image type)
- - `transfer_method` (string) Transfer method, `remote_url` for image URL / `local_file` for file upload
- - `url` (string) Image URL (when the transfer method is `remote_url`)
- - `upload_file_id` (string) Uploaded file ID, which must be obtained by uploading through the File Upload API in advance (when the transfer method is `local_file`)
- </Property>
- <Property name='auto_generate_name' type='bool' key='auto_generate_name'>
- Auto-generate title, default is `true`.
- If set to `false`, can achieve async title generation by calling the conversation rename API and setting `auto_generate` to `true`.
- </Property>
- </Properties>
- ### Response
- When response_mode is blocking, return a CompletionResponse object.
- When response_mode is streaming, return a ChunkCompletionResponse stream.
- ### ChatCompletionResponse
- Returns the complete App result, `Content-Type` is `application/json`.
- - `message_id` (string) Unique message ID
- - `conversation_id` (string) Conversation ID
- - `mode` (string) App mode, fixed as `chat`
- - `answer` (string) Complete response content
- - `metadata` (object) Metadata
- - `usage` (Usage) Model usage information
- - `retriever_resources` (array[RetrieverResource]) Citation and Attribution List
- - `created_at` (int) Message creation timestamp, e.g., 1705395332
- ### ChunkChatCompletionResponse
- Returns the stream chunks outputted by the App, `Content-Type` is `text/event-stream`.
- Each streaming chunk starts with `data:`, separated by two newline characters `\n\n`, as shown below:
- <CodeGroup>
- ```streaming {{ title: 'Response' }}
- data: {"event": "message", "task_id": "900bbd43-dc0b-4383-a372-aa6e6c414227", "id": "663c5084-a254-4040-8ad3-51f2a3c1a77c", "answer": "Hi", "created_at": 1705398420}\n\n
- ```
- </CodeGroup>
- The structure of the streaming chunks varies depending on the `event`:
- - `event: message` LLM returns text chunk event, i.e., the complete text is output in a chunked fashion.
- - `task_id` (string) Task ID, used for request tracking and the below Stop Generate API
- - `message_id` (string) Unique message ID
- - `conversation_id` (string) Conversation ID
- - `answer` (string) LLM returned text chunk content
- - `created_at` (int) Creation timestamp, e.g., 1705395332
- - `event: agent_message` LLM returns text chunk event, i.e., with Agent Assistant enabled, the complete text is output in a chunked fashion (Only supported in Agent mode)
- - `task_id` (string) Task ID, used for request tracking and the below Stop Generate API
- - `message_id` (string) Unique message ID
- - `conversation_id` (string) Conversation ID
- - `answer` (string) LLM returned text chunk content
- - `created_at` (int) Creation timestamp, e.g., 1705395332
- - `event: tts_message` TTS audio stream event, that is, speech synthesis output. The content is an audio block in Mp3 format, encoded as a base64 string. When playing, simply decode the base64 and feed it into the player. (This message is available only when auto-play is enabled)
- - `task_id` (string) Task ID, used for request tracking and the stop response interface below
- - `message_id` (string) Unique message ID
- - `audio` (string) The audio after speech synthesis, encoded in base64 text content, when playing, simply decode the base64 and feed it into the player
- - `created_at` (int) Creation timestamp, e.g.: 1705395332
- - `event: tts_message_end` TTS audio stream end event, receiving this event indicates the end of the audio stream.
- - `task_id` (string) Task ID, used for request tracking and the stop response interface below
- - `message_id` (string) Unique message ID
- - `audio` (string) The end event has no audio, so this is an empty string
- - `created_at` (int) Creation timestamp, e.g.: 1705395332
- - `event: agent_thought` thought of Agent, contains the thought of LLM, input and output of tool calls (Only supported in Agent mode)
- - `id` (string) Agent thought ID, every iteration has a unique agent thought ID
- - `task_id` (string) (string) Task ID, used for request tracking and the below Stop Generate API
- - `message_id` (string) Unique message ID
- - `position` (int) Position of current agent thought, each message may have multiple thoughts in order.
- - `thought` (string) What LLM is thinking about
- - `observation` (string) Response from tool calls
- - `tool` (string) A list of tools represents which tools are called,split by ;
- - `tool_input` (string) Input of tools in JSON format. Like: `{"dalle3": {"prompt": "a cute cat"}}`.
- - `created_at` (int) Creation timestamp, e.g., 1705395332
- - `message_files` (array[string]) Refer to message_file event
- - `file_id` (string) File ID
- - `conversation_id` (string) Conversation ID
- - `event: message_file` Message file event, a new file has created by tool
- - `id` (string) File unique ID
- - `type` (string) File type,only allow "image" currently
- - `belongs_to` (string) Belongs to, it will only be an 'assistant' here
- - `url` (string) Remote url of file
- - `conversation_id` (string) Conversation ID
- - `event: message_end` Message end event, receiving this event means streaming has ended.
- - `task_id` (string) Task ID, used for request tracking and the below Stop Generate API
- - `message_id` (string) Unique message ID
- - `conversation_id` (string) Conversation ID
- - `metadata` (object) Metadata
- - `usage` (Usage) Model usage information
- - `retriever_resources` (array[RetrieverResource]) Citation and Attribution List
- - `event: message_replace` Message content replacement event.
- When output content moderation is enabled, if the content is flagged, then the message content will be replaced with a preset reply through this event.
- - `task_id` (string) Task ID, used for request tracking and the below Stop Generate API
- - `message_id` (string) Unique message ID
- - `conversation_id` (string) Conversation ID
- - `answer` (string) Replacement content (directly replaces all LLM reply text)
- - `created_at` (int) Creation timestamp, e.g., 1705395332
- - `event: error`
- Exceptions that occur during the streaming process will be output in the form of stream events, and reception of an error event will end the stream.
- - `task_id` (string) Task ID, used for request tracking and the below Stop Generate API
- - `message_id` (string) Unique message ID
- - `status` (int) HTTP status code
- - `code` (string) Error code
- - `message` (string) Error message
- - `event: ping` Ping event every 10 seconds to keep the connection alive.
- ### Errors
- - 404, Conversation does not exists
- - 400, `invalid_param`, abnormal parameter input
- - 400, `app_unavailable`, App configuration unavailable
- - 400, `provider_not_initialize`, no available model credential configuration
- - 400, `provider_quota_exceeded`, model invocation quota insufficient
- - 400, `model_currently_not_support`, current model unavailable
- - 400, `completion_request_error`, text generation failed
- - 500, internal server error
- </Col>
- <Col sticky>
- <CodeGroup title="Request" tag="POST" label="/chat-messages" targetCode={`curl -X POST '${props.appDetail.api_base_url}/chat-messages' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json' \\\n--data-raw '{\n "inputs": ${JSON.stringify(props.inputs)},\n "query": "What are the specs of the iPhone 13 Pro Max?",\n "response_mode": "streaming",\n "conversation_id": "",\n "user": "abc-123",\n "files": [\n {\n "type": "image",\n "transfer_method": "remote_url",\n "url": "https://cloud.dify.ai/logo/logo-site.png"\n }\n ]\n}'`}>
- ```bash {{ title: 'cURL' }}
- curl -X POST '${props.appDetail.api_base_url}/chat-messages' \
- --header 'Authorization: Bearer {api_key}' \
- --header 'Content-Type: application/json' \
- --data-raw '{
- "inputs": {},
- "query": "eh",
- "response_mode": "streaming",
- "conversation_id": "1c7e55fb-1ba2-4e10-81b5-30addcea2276",
- "user": "abc-123"
- }'
- ```
- </CodeGroup>
- ### Blocking Mode
- <CodeGroup title="Response">
- ```json {{ title: 'Response' }}
- {
- "event": "message",
- "message_id": "9da23599-e713-473b-982c-4328d4f5c78a",
- "conversation_id": "45701982-8118-4bc5-8e9b-64562b4555f2",
- "mode": "chat",
- "answer": "iPhone 13 Pro Max specs are listed here:...",
- "metadata": {
- "usage": {
- "prompt_tokens": 1033,
- "prompt_unit_price": "0.001",
- "prompt_price_unit": "0.001",
- "prompt_price": "0.0010330",
- "completion_tokens": 128,
- "completion_unit_price": "0.002",
- "completion_price_unit": "0.001",
- "completion_price": "0.0002560",
- "total_tokens": 1161,
- "total_price": "0.0012890",
- "currency": "USD",
- "latency": 0.7682376249867957
- },
- "retriever_resources": [
- {
- "position": 1,
- "dataset_id": "101b4c97-fc2e-463c-90b1-5261a4cdcafb",
- "dataset_name": "iPhone",
- "document_id": "8dd1ad74-0b5f-4175-b735-7d98bbbb4e00",
- "document_name": "iPhone List",
- "segment_id": "ed599c7f-2766-4294-9d1d-e5235a61270a",
- "score": 0.98457545,
- "content": "\"Model\",\"Release Date\",\"Display Size\",\"Resolution\",\"Processor\",\"RAM\",\"Storage\",\"Camera\",\"Battery\",\"Operating System\"\n\"iPhone 13 Pro Max\",\"September 24, 2021\",\"6.7 inch\",\"1284 x 2778\",\"Hexa-core (2x3.23 GHz Avalanche + 4x1.82 GHz Blizzard)\",\"6 GB\",\"128, 256, 512 GB, 1TB\",\"12 MP\",\"4352 mAh\",\"iOS 15\""
- }
- ]
- },
- "created_at": 1705407629
- }
- ```
- </CodeGroup>
- ### Streaming Mode ( Basic Assistant )
- <CodeGroup title="Response">
- ```streaming {{ title: 'Response' }}
- data: {"event": "message", "message_id": "5ad4cb98-f0c7-4085-b384-88c403be6290", "conversation_id": "45701982-8118-4bc5-8e9b-64562b4555f2", "answer": " I", "created_at": 1679586595}
- data: {"event": "message", "message_id": "5ad4cb98-f0c7-4085-b384-88c403be6290", "conversation_id": "45701982-8118-4bc5-8e9b-64562b4555f2", "answer": "'m", "created_at": 1679586595}
- data: {"event": "message", "message_id": "5ad4cb98-f0c7-4085-b384-88c403be6290", "conversation_id": "45701982-8118-4bc5-8e9b-64562b4555f2", "answer": " glad", "created_at": 1679586595}
- data: {"event": "message", "message_id": "5ad4cb98-f0c7-4085-b384-88c403be6290", "conversation_id": "45701982-8118-4bc5-8e9b-64562b4555f2", "answer": " to", "created_at": 1679586595}
- data: {"event": "message", "message_id": : "5ad4cb98-f0c7-4085-b384-88c403be6290", "conversation_id": "45701982-8118-4bc5-8e9b-64562b4555f2", "answer": " meet", "created_at": 1679586595}
- data: {"event": "message", "message_id": : "5ad4cb98-f0c7-4085-b384-88c403be6290", "conversation_id": "45701982-8118-4bc5-8e9b-64562b4555f2", "answer": " you", "created_at": 1679586595}
- data: {"event": "message_end", "id": "5e52ce04-874b-4d27-9045-b3bc80def685", "conversation_id": "45701982-8118-4bc5-8e9b-64562b4555f2", "metadata": {"usage": {"prompt_tokens": 1033, "prompt_unit_price": "0.001", "prompt_price_unit": "0.001", "prompt_price": "0.0010330", "completion_tokens": 135, "completion_unit_price": "0.002", "completion_price_unit": "0.001", "completion_price": "0.0002700", "total_tokens": 1168, "total_price": "0.0013030", "currency": "USD", "latency": 1.381760165997548}, "retriever_resources": [{"position": 1, "dataset_id": "101b4c97-fc2e-463c-90b1-5261a4cdcafb", "dataset_name": "iPhone", "document_id": "8dd1ad74-0b5f-4175-b735-7d98bbbb4e00", "document_name": "iPhone List", "segment_id": "ed599c7f-2766-4294-9d1d-e5235a61270a", "score": 0.98457545, "content": "\"Model\",\"Release Date\",\"Display Size\",\"Resolution\",\"Processor\",\"RAM\",\"Storage\",\"Camera\",\"Battery\",\"Operating System\"\n\"iPhone 13 Pro Max\",\"September 24, 2021\",\"6.7 inch\",\"1284 x 2778\",\"Hexa-core (2x3.23 GHz Avalanche + 4x1.82 GHz Blizzard)\",\"6 GB\",\"128, 256, 512 GB, 1TB\",\"12 MP\",\"4352 mAh\",\"iOS 15\""}]}}
- data: {"event": "tts_message", "conversation_id": "23dd85f3-1a41-4ea0-b7a9-062734ccfaf9", "message_id": "a8bdc41c-13b2-4c18-bfd9-054b9803038c", "created_at": 1721205487, "task_id": "3bf8a0bb-e73b-4690-9e66-4e429bad8ee7", "audio": "qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq"}
- data: {"event": "tts_message_end", "conversation_id": "23dd85f3-1a41-4ea0-b7a9-062734ccfaf9", "message_id": "a8bdc41c-13b2-4c18-bfd9-054b9803038c", "created_at": 1721205487, "task_id": "3bf8a0bb-e73b-4690-9e66-4e429bad8ee7", "audio": ""}
- ```
- </CodeGroup>
- ### Response Example(Agent Assistant)
- <CodeGroup title="Response">
- ```streaming {{ title: 'Response' }}
- data: {"event": "message", "message_id": "5ad4cb98-f0c7-4085-b384-88c403be6290", "conversation_id": "45701982-8118-4bc5-8e9b-64562b4555f2", "answer": " I", "created_at": 1679586595}
- data: {"event": "message", "message_id": "5ad4cb98-f0c7-4085-b384-88c403be6290", "conversation_id": "45701982-8118-4bc5-8e9b-64562b4555f2", "answer": "'m", "created_at": 1679586595}
- data: {"event": "message", "message_id": "5ad4cb98-f0c7-4085-b384-88c403be6290", "conversation_id": "45701982-8118-4bc5-8e9b-64562b4555f2", "answer": " glad", "created_at": 1679586595}
- data: {"event": "message", "message_id": "5ad4cb98-f0c7-4085-b384-88c403be6290", "conversation_id": "45701982-8118-4bc5-8e9b-64562b4555f2", "answer": " to", "created_at": 1679586595}
- data: {"event": "message", "message_id": : "5ad4cb98-f0c7-4085-b384-88c403be6290", "conversation_id": "45701982-8118-4bc5-8e9b-64562b4555f2", "answer": " meet", "created_at": 1679586595}
- data: {"event": "message", "message_id": : "5ad4cb98-f0c7-4085-b384-88c403be6290", "conversation_id": "45701982-8118-4bc5-8e9b-64562b4555f2", "answer": " you", "created_at": 1679586595}
- data: {"event": "message_end", "id": "5e52ce04-874b-4d27-9045-b3bc80def685", "conversation_id": "45701982-8118-4bc5-8e9b-64562b4555f2", "metadata": {"usage": {"prompt_tokens": 1033, "prompt_unit_price": "0.001", "prompt_price_unit": "0.001", "prompt_price": "0.0010330", "completion_tokens": 135, "completion_unit_price": "0.002", "completion_price_unit": "0.001", "completion_price": "0.0002700", "total_tokens": 1168, "total_price": "0.0013030", "currency": "USD", "latency": 1.381760165997548}, "retriever_resources": [{"position": 1, "dataset_id": "101b4c97-fc2e-463c-90b1-5261a4cdcafb", "dataset_name": "iPhone", "document_id": "8dd1ad74-0b5f-4175-b735-7d98bbbb4e00", "document_name": "iPhone List", "segment_id": "ed599c7f-2766-4294-9d1d-e5235a61270a", "score": 0.98457545, "content": "\"Model\",\"Release Date\",\"Display Size\",\"Resolution\",\"Processor\",\"RAM\",\"Storage\",\"Camera\",\"Battery\",\"Operating System\"\n\"iPhone 13 Pro Max\",\"September 24, 2021\",\"6.7 inch\",\"1284 x 2778\",\"Hexa-core (2x3.23 GHz Avalanche + 4x1.82 GHz Blizzard)\",\"6 GB\",\"128, 256, 512 GB, 1TB\",\"12 MP\",\"4352 mAh\",\"iOS 15\""}]}}
- data: {"event": "tts_message", "conversation_id": "23dd85f3-1a41-4ea0-b7a9-062734ccfaf9", "message_id": "a8bdc41c-13b2-4c18-bfd9-054b9803038c", "created_at": 1721205487, "task_id": "3bf8a0bb-e73b-4690-9e66-4e429bad8ee7", "audio": "qqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqqq"}
- data: {"event": "tts_message_end", "conversation_id": "23dd85f3-1a41-4ea0-b7a9-062734ccfaf9", "message_id": "a8bdc41c-13b2-4c18-bfd9-054b9803038c", "created_at": 1721205487, "task_id": "3bf8a0bb-e73b-4690-9e66-4e429bad8ee7", "audio": ""}
- ```
- </CodeGroup>
- </Col>
- </Row>
- ---
- <Heading
- url='/files/upload'
- method='POST'
- title='File Upload'
- name='#file-upload'
- />
- <Row>
- <Col>
- Upload a file (currently only images are supported) for use when sending messages, enabling multimodal understanding of images and text.
- Supports png, jpg, jpeg, webp, gif formats.
- Uploaded files are for use by the current end-user only.
- ### Request Body
- This interface requires a `multipart/form-data` request.
- - `file` (File) Required
- The file to be uploaded.
- - `user` (string) Required
- User identifier, defined by the developer's rules, must be unique within the application.
- ### Response
- After a successful upload, the server will return the file's ID and related information.
- - `id` (uuid) ID
- - `name` (string) File name
- - `size` (int) File size (bytes)
- - `extension` (string) File extension
- - `mime_type` (string) File mime-type
- - `created_by` (uuid) End-user ID
- - `created_at` (timestamp) Creation timestamp, e.g., 1705395332
- ### Errors
- - 400, `no_file_uploaded`, a file must be provided
- - 400, `too_many_files`, currently only one file is accepted
- - 400, `unsupported_preview`, the file does not support preview
- - 400, `unsupported_estimate`, the file does not support estimation
- - 413, `file_too_large`, the file is too large
- - 415, `unsupported_file_type`, unsupported extension, currently only document files are accepted
- - 503, `s3_connection_failed`, unable to connect to S3 service
- - 503, `s3_permission_denied`, no permission to upload files to S3
- - 503, `s3_file_too_large`, file exceeds S3 size limit
- - 500, internal server error
- </Col>
- <Col sticky>
- ### Request Example
- <CodeGroup title="Request" tag="POST" label="/files/upload" targetCode={`curl -X POST '${props.appDetail.api_base_url}/files/upload' \\\n--header 'Authorization: Bearer {api_key}' \\\n--form 'file=@localfile;type=image/[png|jpeg|jpg|webp|gif] \\\n--form 'user=abc-123'`}>
- ```bash {{ title: 'cURL' }}
- curl -X POST '${props.appDetail.api_base_url}/files/upload' \
- --header 'Authorization: Bearer {api_key}' \
- --form 'file=@"/path/to/file"'
- ```
- </CodeGroup>
- ### Response Example
- <CodeGroup title="Response">
- ```json {{ title: 'Response' }}
- {
- "id": "72fa9618-8f89-4a37-9b33-7e1178a24a67",
- "name": "example.png",
- "size": 1024,
- "extension": "png",
- "mime_type": "image/png",
- "created_by": "6ad1ab0a-73ff-4ac1-b9e4-cdb312f71f13",
- "created_at": 1577836800,
- }
- ```
- </CodeGroup>
- </Col>
- </Row>
- ---
- <Heading
- url='/chat-messages/:task_id/stop'
- method='POST'
- title='Stop Generate'
- name='#stop-generatebacks'
- />
- <Row>
- <Col>
- Only supported in streaming mode.
- ### Path
- - `task_id` (string) Task ID, can be obtained from the streaming chunk return
- ### Request Body
- - `user` (string) Required
- User identifier, used to define the identity of the end-user, must be consistent with the user passed in the send message interface.
- ### Response
- - `result` (string) Always returns "success"
- </Col>
- <Col sticky>
- ### Request Example
- <CodeGroup title="Request" tag="POST" label="/chat-messages/:task_id/stop" targetCode={`curl -X POST '${props.appDetail.api_base_url}/chat-messages/:task_id/stop' \\\n-H 'Authorization: Bearer {api_key}' \\\n-H 'Content-Type: application/json' \\\n--data-raw '{"user": "abc-123"}'`}>
- ```bash {{ title: 'cURL' }}
- curl -X POST '${props.appDetail.api_base_url}/chat-messages/:task_id/stop' \
- -H 'Authorization: Bearer {api_key}' \
- -H 'Content-Type: application/json' \
- --data-raw '{
- "user": "abc-123"
- }'
- ```
- </CodeGroup>
- ### Response Example
- <CodeGroup title="Response">
- ```json {{ title: 'Response' }}
- {
- "result": "success"
- }
- ```
- </CodeGroup>
- </Col>
- </Row>
- ---
- <Heading
- url='/messages/:message_id/feedbacks'
- method='POST'
- title='Message Feedback'
- name='#feedbacks'
- />
- <Row>
- <Col>
- End-users can provide feedback messages, facilitating application developers to optimize expected outputs.
- ### Path
- <Properties>
- <Property name='message_id' type='string' key='message_id'>
- Message ID
- </Property>
- </Properties>
- ### Request Body
- <Properties>
- <Property name='rating' type='string' key='rating'>
- Upvote as `like`, downvote as `dislike`, revoke upvote as `null`
- </Property>
- <Property name='user' type='string' key='user'>
- User identifier, defined by the developer's rules, must be unique within the application.
- </Property>
- </Properties>
- ### Response
- - `result` (string) Always returns "success"
- </Col>
- <Col sticky>
- <CodeGroup title="Request" tag="POST" label="/messages/:message_id/feedbacks" targetCode={`curl -X POST '${props.appDetail.api_base_url}/messages/:message_id/feedbacks \\\n --header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json' \\\n--data-raw '{\n "rating": "like",\n "user": "abc-123"\n}'`}>
- ```bash {{ title: 'cURL' }}
- curl -X POST '${props.appDetail.api_base_url}/messages/:message_id/feedbacks' \
- --header 'Authorization: Bearer {api_key}' \
- --header 'Content-Type: application/json' \
- --data-raw '{
- "rating": "like",
- "user": "abc-123"
- }'
- ```
- </CodeGroup>
- <CodeGroup title="Response">
- ```json {{ title: 'Response' }}
- {
- "result": "success"
- }
- ```
- </CodeGroup>
- </Col>
- </Row>
- ---
- <Heading
- url='/messages/{message_id}/suggested'
- method='GET'
- title='Next Suggested Questions'
- name='#suggested'
- />
- <Row>
- <Col>
- Get next questions suggestions for the current message
- ### Path Params
- <Properties>
- <Property name='message_id' type='string' key='message_id'>
- Message ID
- </Property>
- </Properties>
- ### Query
- <Properties>
- <Property name='user' type='string' key='user'>
- User identifier, used to define the identity of the end-user for retrieval and statistics.
- Should be uniquely defined by the developer within the application.
- </Property>
- </Properties>
- </Col>
- <Col sticky>
- <CodeGroup title="Request" tag="GET" label="/messages/{message_id}/suggested" targetCode={`curl --location --request GET '${props.appDetail.api_base_url}/messages/{message_id}/suggested?user=abc-123& \\\n--header 'Authorization: Bearer ENTER-YOUR-SECRET-KEY' \\\n--header 'Content-Type: application/json'`}>
- ```bash {{ title: 'cURL' }}
- curl --location --request GET '${props.appDetail.api_base_url}/messages/{message_id}/suggested' \
- --header 'Authorization: Bearer ENTER-YOUR-SECRET-KEY' \
- --header 'Content-Type: application/json' \
- ```
- </CodeGroup>
- <CodeGroup title="Response">
- ```json {{ title: 'Response' }}
- {
- "result": "success",
- "data": [
- "a",
- "b",
- "c"
- ]
- }
- ```
- </CodeGroup>
- </Col>
- </Row>
- ---
- <Heading
- url='/messages'
- method='GET'
- title='Get Conversation History Messages'
- name='#messages'
- />
- <Row>
- <Col>
- Returns historical chat records in a scrolling load format, with the first page returning the latest `{limit}` messages, i.e., in reverse order.
- ### Query
- <Properties>
- <Property name='conversation_id' type='string' key='conversation_id'>
- Conversation ID
- </Property>
- <Property name='user' type='string' key='user'>
- User identifier, used to define the identity of the end-user for retrieval and statistics.
- Should be uniquely defined by the developer within the application.
- </Property>
- <Property name='first_id' type='string' key='first_id'>
- The ID of the first chat record on the current page, default is null.
- </Property>
- <Property name='limit' type='int' key='limit'>
- How many chat history messages to return in one request, default is 20.
- </Property>
- </Properties>
- ### Response
- - `data` (array[object]) Message list
- - `id` (string) Message ID
- - `conversation_id` (string) Conversation ID
- - `inputs` (object) User input parameters.
- - `query` (string) User input / question content.
- - `message_files` (array[object]) Message files
- - `id` (string) ID
- - `type` (string) File type, image for images
- - `url` (string) Preview image URL
- - `belongs_to` (string) belongs to,user or assistant
- - `agent_thoughts` (array[object]) Agent thought(Empty if it's a Basic Assistant)
- - `id` (string) Agent thought ID, every iteration has a unique agent thought ID
- - `message_id` (string) Unique message ID
- - `position` (int) Position of current agent thought, each message may have multiple thoughts in order.
- - `thought` (string) What LLM is thinking about
- - `observation` (string) Response from tool calls
- - `tool` (string) A list of tools represents which tools are called,split by ;
- - `tool_input` (string) Input of tools in JSON format. Like: `{"dalle3": {"prompt": "a cute cat"}}`.
- - `created_at` (int) Creation timestamp, e.g., 1705395332
- - `message_files` (array[string]) Refer to message_file event
- - `file_id` (string) File ID
- - `answer` (string) Response message content
- - `created_at` (timestamp) Creation timestamp, e.g., 1705395332
- - `feedback` (object) Feedback information
- - `rating` (string) Upvote as `like` / Downvote as `dislike`
- - `retriever_resources` (array[RetrieverResource]) Citation and Attribution List
- - `has_more` (bool) Whether there is a next page
- - `limit` (int) Number of returned items, if input exceeds system limit, returns system limit amount
- </Col>
- <Col sticky>
- <CodeGroup title="Request" tag="GET" label="/messages" targetCode={`curl -X GET '${props.appDetail.api_base_url}/messages?user=abc-123&conversation_id='\\\n --header 'Authorization: Bearer {api_key}'`}>
- ```bash {{ title: 'cURL' }}
- curl -X GET '${props.appDetail.api_base_url}/messages?user=abc-123&conversation_id='
- --header 'Authorization: Bearer {api_key}'
- ```
- </CodeGroup>
- ### Response Example (Basic Assistant)
- <CodeGroup title="Response">
- ```json {{ title: 'Response' }}
- {
- "limit": 20,
- "has_more": false,
- "data": [
- {
- "id": "a076a87f-31e5-48dc-b452-0061adbbc922",
- "conversation_id": "cd78daf6-f9e4-4463-9ff2-54257230a0ce",
- "inputs": {
- "name": "dify"
- },
- "query": "iphone 13 pro",
- "answer": "The iPhone 13 Pro, released on September 24, 2021, features a 6.1-inch display with a resolution of 1170 x 2532. It is equipped with a Hexa-core (2x3.23 GHz Avalanche + 4x1.82 GHz Blizzard) processor, 6 GB of RAM, and offers storage options of 128 GB, 256 GB, 512 GB, and 1 TB. The camera is 12 MP, the battery capacity is 3095 mAh, and it runs on iOS 15.",
- "message_files": [],
- "feedback": null,
- "retriever_resources": [
- {
- "position": 1,
- "dataset_id": "101b4c97-fc2e-463c-90b1-5261a4cdcafb",
- "dataset_name": "iPhone",
- "document_id": "8dd1ad74-0b5f-4175-b735-7d98bbbb4e00",
- "document_name": "iPhone List",
- "segment_id": "ed599c7f-2766-4294-9d1d-e5235a61270a",
- "score": 0.98457545,
- "content": "\"Model\",\"Release Date\",\"Display Size\",\"Resolution\",\"Processor\",\"RAM\",\"Storage\",\"Camera\",\"Battery\",\"Operating System\"\n\"iPhone 13 Pro Max\",\"September 24, 2021\",\"6.7 inch\",\"1284 x 2778\",\"Hexa-core (2x3.23 GHz Avalanche + 4x1.82 GHz Blizzard)\",\"6 GB\",\"128, 256, 512 GB, 1TB\",\"12 MP\",\"4352 mAh\",\"iOS 15\""
- }
- ],
- "agent_thoughts": [],
- "created_at": 1705569239,
- }
- ]
- }
- ```
- </CodeGroup>
- ### Response Example (Agent Assistant)
- <CodeGroup title="Response">
- ```json {{ title: 'Response' }}
- {
- "limit": 20,
- "has_more": false,
- "data": [
- {
- "id": "d35e006c-7c4d-458f-9142-be4930abdf94",
- "conversation_id": "957c068b-f258-4f89-ba10-6e8a0361c457",
- "inputs": {},
- "query": "draw a cat",
- "answer": "I have generated an image of a cat for you. Please check your messages to view the image.",
- "message_files": [
- {
- "id": "976990d2-5294-47e6-8f14-7356ba9d2d76",
- "type": "image",
- "url": "http://127.0.0.1:5001/files/tools/976990d2-5294-47e6-8f14-7356ba9d2d76.png?timestamp=1705988524&nonce=55df3f9f7311a9acd91bf074cd524092&sign=z43nMSO1L2HBvoqADLkRxr7Biz0fkjeDstnJiCK1zh8=",
- "belongs_to": "assistant"
- }
- ],
- "feedback": null,
- "retriever_resources": [],
- "created_at": 1705988187,
- "agent_thoughts": [
- {
- "id": "592c84cf-07ee-441c-9dcc-ffc66c033469",
- "chain_id": null,
- "message_id": "d35e006c-7c4d-458f-9142-be4930abdf94",
- "position": 1,
- "thought": "",
- "tool": "dalle2",
- "tool_input": "{\"dalle2\": {\"prompt\": \"cat\"}}",
- "created_at": 1705988186,
- "observation": "image has been created and sent to user already, you should tell user to check it now.",
- "message_files": [
- "976990d2-5294-47e6-8f14-7356ba9d2d76"
- ]
- },
- {
- "id": "73ead60d-2370-4780-b5ed-532d2762b0e5",
- "chain_id": null,
- "message_id": "d35e006c-7c4d-458f-9142-be4930abdf94",
- "position": 2,
- "thought": "I have generated an image of a cat for you. Please check your messages to view the image.",
- "tool": "",
- "tool_input": "",
- "created_at": 1705988199,
- "observation": "",
- "message_files": []
- }
- ]
- }
- ]
- }
- ```
- </CodeGroup>
- </Col>
- </Row>
- ---
- <Heading
- url='/conversations'
- method='GET'
- title='Get Conversations'
- name='#conversations'
- />
- <Row>
- <Col>
- Retrieve the conversation list for the current user, defaulting to the most recent 20 entries.
- ### Query
- <Properties>
- <Property name='user' type='string' key='user'>
- User identifier, used to define the identity of the end-user for retrieval and statistics.
- Should be uniquely defined by the developer within the application.
- </Property>
- <Property name='last_id' type='string' key='last_id'>
- (Optional) The ID of the last record on the current page, default is null.
- </Property>
- <Property name='limit' type='int' key='limit'>
- (Optional) How many records to return in one request, default is the most recent 20 entries. Maximum 100, minimum 1.
- </Property>
- <Property name='sort_by' type='string' key='sort_by'>
- (Optional) Sorting Field, Default: -updated_at (sorted in descending order by update time)
- - Available Values: created_at, -created_at, updated_at, -updated_at
- - The symbol before the field represents the order or reverse, "-" represents reverse order.
- </Property>
- </Properties>
- ### Response
- - `data` (array[object]) List of conversations
- - `id` (string) Conversation ID
- - `name` (string) Conversation name, by default, is a snippet of the first question asked by the user in the conversation.
- - `inputs` (object) User input parameters.
- - `status` (string) Conversation status
- - `introduction` (string) Introduction
- - `created_at` (timestamp) Creation timestamp, e.g., 1705395332
- - `updated_at` (timestamp) Update timestamp, e.g., 1705395332
- - `has_more` (bool)
- - `limit` (int) Number of entries returned, if input exceeds system limit, system limit number is returned
- </Col>
- <Col sticky>
- <CodeGroup title="Request" tag="GET" label="/conversations" targetCode={`curl -X GET '${props.appDetail.api_base_url}/conversations?user=abc-123&last_id=&limit=20'`}>
- ```bash {{ title: 'cURL' }}
- curl -X GET '${props.appDetail.api_base_url}/conversations?user=abc-123&last_id=&limit=20' \
- --header 'Authorization: Bearer {api_key}'
- ```
- </CodeGroup>
- <CodeGroup title="Response">
- ```json {{ title: 'Response' }}
- {
- "limit": 20,
- "has_more": false,
- "data": [
- {
- "id": "10799fb8-64f7-4296-bbf7-b42bfbe0ae54",
- "name": "New chat",
- "inputs": {
- "book": "book",
- "myName": "Lucy"
- },
- "status": "normal",
- "created_at": 1679667915,
- "updated_at": 1679667915
- },
- {
- "id": "hSIhXBhNe8X1d8Et"
- // ...
- }
- ]
- }
- ```
- </CodeGroup>
- </Col>
- </Row>
- ---
- <Heading
- url='/conversations/:conversation_id'
- method='DELETE'
- title='Delete Conversation'
- name='#delete'
- />
- <Row>
- <Col>
- Delete a conversation.
- ### Path
- - `conversation_id` (string) Conversation ID
- ### Request Body
- <Properties>
- <Property name='user' type='string' key='user'>
- The user identifier, defined by the developer, must ensure uniqueness within the application.
- </Property>
- </Properties>
- ### Response
- - `result` (string) Always returns "success"
- </Col>
- <Col sticky>
- <CodeGroup title="Request" tag="DELETE" label="/conversations/:conversation_id" targetCode={`curl -X DELETE '${props.appDetail.api_base_url}/conversations/:conversation_id' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json' \\\n--data-raw '{ \n "user": "abc-123"\n}'`}>
- ```bash {{ title: 'cURL' }}
- curl -X DELETE '${props.appDetail.api_base_url}/conversations/{conversation_id}' \
- --header 'Content-Type: application/json' \
- --header 'Accept: application/json' \
- --header 'Authorization: Bearer {api_key}' \
- --data '{
- "user": "abc-123"
- }'
- ```
- </CodeGroup>
- <CodeGroup title="Response">
- ```json {{ title: 'Response' }}
- {
- "result": "success"
- }
- ```
- </CodeGroup>
- </Col>
- </Row>
- ---
- <Heading
- url='/conversations/:conversation_id/name'
- method='POST'
- title='Conversation Rename'
- name='#rename'
- />
- <Row>
- <Col>
- ### Request Body
- Rename the session, the session name is used for display on clients that support multiple sessions.
- ### Path
- - `conversation_id` (string) Conversation ID
- <Properties>
- <Property name='name' type='string' key='name'>
- (Optional) The name of the conversation. This parameter can be omitted if `auto_generate` is set to `true`.
- </Property>
- <Property name='auto_generate' type='bool' key='auto_generate'>
- (Optional) Automatically generate the title, default is `false`
- </Property>
- <Property name='user' type='string' key='user'>
- The user identifier, defined by the developer, must ensure uniqueness within the application.
- </Property>
- </Properties>
- ### Response
- - `id` (string) Conversation ID
- - `name` (string) Conversation name
- - `inputs` (object) User input parameters
- - `status` (string) Conversation status
- - `introduction` (string) Introduction
- - `created_at` (timestamp) Creation timestamp, e.g., 1705395332
- - `updated_at` (timestamp) Update timestamp, e.g., 1705395332
- </Col>
- <Col sticky>
- <CodeGroup title="Request" tag="POST" label="/conversations/:conversation_id/name" targetCode={`curl -X POST '${props.appDetail.api_base_url}/conversations/:conversation_id/name' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json' \\\n--data-raw '{ \n "name": "", \n "auto_generate": true, \n "user": "abc-123"\n}'`}>
- ```bash {{ title: 'cURL' }}
- curl -X POST '${props.appDetail.api_base_url}/conversations/{conversation_id}/name' \
- --header 'Content-Type: application/json' \
- --header 'Authorization: Bearer {api_key}' \
- --data-raw '{
- "name": "",
- "auto_generate": true,
- "user": "abc-123"
- }'
- ```
- </CodeGroup>
- <CodeGroup title="Response">
- ```json {{ title: 'Response' }}
- {
- "id": "cd78daf6-f9e4-4463-9ff2-54257230a0ce",
- "name": "Chat vs AI",
- "inputs": {},
- "status": "normal",
- "introduction": "",
- "created_at": 1705569238,
- "updated_at": 1705569238
- }
- ```
- </CodeGroup>
- </Col>
- </Row>
- ---
- <Heading
- url='/audio-to-text'
- method='POST'
- title='Speech to Text'
- name='#audio'
- />
- <Row>
- <Col>
- This endpoint requires a multipart/form-data request.
- ### Request Body
- <Properties>
- <Property name='file' type='file' key='file'>
- Audio file.
- Supported formats: `['mp3', 'mp4', 'mpeg', 'mpga', 'm4a', 'wav', 'webm']`
- File size limit: 15MB
- </Property>
- <Property name='user' type='string' key='user'>
- User identifier, defined by the developer's rules, must be unique within the application.
- </Property>
- </Properties>
- ### Response
- - `text` (string) Output text
- </Col>
- <Col sticky>
- <CodeGroup title="Request" tag="POST" label="/audio-to-text" targetCode={`curl -X POST '${props.appDetail.api_base_url}/audio-to-text' \\\n--header 'Authorization: Bearer {api_key}' \\\n--form 'file=@localfile;type=audio/[mp3|mp4|mpeg|mpga|m4a|wav|webm]'`}>
- ```bash {{ title: 'cURL' }}
- curl -X POST '${props.appDetail.api_base_url}/conversations/name' \
- --header 'Authorization: Bearer {api_key}' \
- --form 'file=@localfile;type=audio/mp3'
- ```
- </CodeGroup>
- <CodeGroup title="Response">
- ```json {{ text: 'hello' }}
- {
- "text": ""
- }
- ```
- </CodeGroup>
- </Col>
- </Row>
- ---
- <Heading
- url='/text-to-audio'
- method='POST'
- title='Text to Audio'
- name='#audio'
- />
- <Row>
- <Col>
- Text to speech.
- ### Request Body
- <Properties>
- <Property name='message_id' type='str' key='text'>
- For text messages generated by Dify, simply pass the generated message-id directly. The backend will use the message-id to look up the corresponding content and synthesize the voice information directly. If both message_id and text are provided simultaneously, the message_id is given priority.
- </Property>
- <Property name='text' type='str' key='text'>
- Speech generated content。
- </Property>
- <Property name='user' type='string' key='user'>
- The user identifier, defined by the developer, must ensure uniqueness within the app.
- </Property>
- </Properties>
- </Col>
- <Col sticky>
- <CodeGroup title="Request" tag="POST" label="/text-to-audio" targetCode={`curl --location --request POST '${props.appDetail.api_base_url}/text-to-audio' \\\n--header 'Authorization: Bearer ENTER-YOUR-SECRET-KEY' \\\n--form 'text=Hello Dify;user=abc-123;message_id=5ad4cb98-f0c7-4085-b384-88c403be6290`}>
- ```bash {{ title: 'cURL' }}
- curl --location --request POST '${props.appDetail.api_base_url}/text-to-audio' \
- --header 'Authorization: Bearer ENTER-YOUR-SECRET-KEY' \
- --form 'file=Hello Dify;user=abc-123;message_id=5ad4cb98-f0c7-4085-b384-88c403be6290'
- ```
- </CodeGroup>
- <CodeGroup title="headers">
- ```json {{ title: 'headers' }}
- {
- "Content-Type": "audio/wav"
- }
- ```
- </CodeGroup>
- </Col>
- </Row>
- ---
- <Heading
- url='/info'
- method='GET'
- title='Get Application Basic Information'
- name='#info'
- />
- <Row>
- <Col>
- Used to get basic information about this application
- ### Query
- <Properties>
- <Property name='user' type='string' key='user'>
- User identifier, defined by the developer's rules, must be unique within the application.
- </Property>
- </Properties>
- ### Response
- - `name` (string) application name
- - `description` (string) application description
- - `tags` (array[string]) application tags
- </Col>
- <Col>
- <CodeGroup title="Request" tag="GET" label="/info" targetCode={`curl -X GET '${props.appDetail.api_base_url}/info?user=abc-123' \\\n-H 'Authorization: Bearer {api_key}'`}>
- ```bash {{ title: 'cURL' }}
- curl -X GET '${props.appDetail.api_base_url}/info?user=abc-123' \
- -H 'Authorization: Bearer {api_key}'
- ```
- </CodeGroup>
- <CodeGroup title="Response">
- ```json {{ title: 'Response' }}
- {
- "name": "My App",
- "description": "This is my app.",
- "tags": [
- "tag1",
- "tag2"
- ]
- }
- ```
- </CodeGroup>
- </Col>
- </Row>
- ---
- <Heading
- url='/parameters'
- method='GET'
- title='Get Application Parameters Information'
- name='#parameters'
- />
- <Row>
- <Col>
- Used at the start of entering the page to obtain information such as features, input parameter names, types, and default values.
- ### Query
- <Properties>
- <Property name='user' type='string' key='user'>
- User identifier, defined by the developer's rules, must be unique within the application.
- </Property>
- </Properties>
- ### Response
- - `opening_statement` (string) Opening statement
- - `suggested_questions` (array[string]) List of suggested questions for the opening
- - `suggested_questions_after_answer` (object) Suggest questions after enabling the answer.
- - `enabled` (bool) Whether it is enabled
- - `speech_to_text` (object) Speech to text
- - `enabled` (bool) Whether it is enabled
- - `retriever_resource` (object) Citation and Attribution
- - `enabled` (bool) Whether it is enabled
- - `annotation_reply` (object) Annotation reply
- - `enabled` (bool) Whether it is enabled
- - `user_input_form` (array[object]) User input form configuration
- - `text-input` (object) Text input control
- - `label` (string) Variable display label name
- - `variable` (string) Variable ID
- - `required` (bool) Whether it is required
- - `default` (string) Default value
- - `paragraph` (object) Paragraph text input control
- - `label` (string) Variable display label name
- - `variable` (string) Variable ID
- - `required` (bool) Whether it is required
- - `default` (string) Default value
- - `select` (object) Dropdown control
- - `label` (string) Variable display label name
- - `variable` (string) Variable ID
- - `required` (bool) Whether it is required
- - `default` (string) Default value
- - `options` (array[string]) Option values
- - `file_upload` (object) File upload configuration
- - `image` (object) Image settings
- Currently only supports image types: `png`, `jpg`, `jpeg`, `webp`, `gif`
- - `enabled` (bool) Whether it is enabled
- - `number_limits` (int) Image number limit, default is 3
- - `transfer_methods` (array[string]) List of transfer methods, remote_url, local_file, must choose one
- - `system_parameters` (object) System parameters
- - `file_size_limit` (int) Document upload size limit (MB)
- - `image_file_size_limit` (int) Image file upload size limit (MB)
- - `audio_file_size_limit` (int) Audio file upload size limit (MB)
- - `video_file_size_limit` (int) Video file upload size limit (MB)
- </Col>
- <Col sticky>
- <CodeGroup title="Request" tag="GET" label="/parameters" targetCode={` curl -X GET '${props.appDetail.api_base_url}/parameters?user=abc-123'`}>
- ```bash {{ title: 'cURL' }}
- curl -X GET '${props.appDetail.api_base_url}/parameters?user=abc-123' \
- --header 'Authorization: Bearer {api_key}'
- ```
- </CodeGroup>
- <CodeGroup title="Response">
- ```json {{ title: 'Response' }}
- {
- "opening_statement": "Hello!",
- "suggested_questions_after_answer": {
- "enabled": true
- },
- "speech_to_text": {
- "enabled": true
- },
- "retriever_resource": {
- "enabled": true
- },
- "annotation_reply": {
- "enabled": true
- },
- "user_input_form": [
- {
- "paragraph": {
- "label": "Query",
- "variable": "query",
- "required": true,
- "default": ""
- }
- }
- ],
- "file_upload": {
- "image": {
- "enabled": false,
- "number_limits": 3,
- "detail": "high",
- "transfer_methods": [
- "remote_url",
- "local_file"
- ]
- }
- },
- "system_parameters": {
- "file_size_limit": 15,
- "image_file_size_limit": 10,
- "audio_file_size_limit": 50,
- "video_file_size_limit": 100
- }
- }
- ```
- </CodeGroup>
- </Col>
- </Row>
- ---
- <Heading
- url='/meta'
- method='GET'
- title='Get Application Meta Information'
- name='#meta'
- />
- <Row>
- <Col>
- Used to get icons of tools in this application
- ### Query
- <Properties>
- <Property name='user' type='string' key='user'>
- User identifier, defined by the developer's rules, must be unique within the application.
- </Property>
- </Properties>
- ### Response
- - `tool_icons`(object[string]) tool icons
- - `tool_name` (string)
- - `icon` (object|string)
- - (object) icon object
- - `background` (string) background color in hex format
- - `content`(string) emoji
- - (string) url of icon
- </Col>
- <Col>
- <CodeGroup title="Request" tag="GET" label="/meta" targetCode={`curl -X GET '${props.appDetail.api_base_url}/meta?user=abc-123' \\\n-H 'Authorization: Bearer {api_key}'`}>
- ```bash {{ title: 'cURL' }}
- curl -X GET '${props.appDetail.api_base_url}/meta?user=abc-123' \
- -H 'Authorization: Bearer {api_key}'
- ```
- </CodeGroup>
- <CodeGroup title="Response">
- ```json {{ title: 'Response' }}
- {
- "tool_icons": {
- "dalle2": "https://cloud.dify.ai/console/api/workspaces/current/tool-provider/builtin/dalle/icon",
- "api_tool": {
- "background": "#252525",
- "content": "\ud83d\ude01"
- }
- }
- }
- ```
- </CodeGroup>
- </Col>
- </Row>
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