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import { CodeGroup } from '@/app/components/develop/code.tsx' |
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import { Row, Col, Properties, Property, Heading, SubProperty, Paragraph } from '@/app/components/develop/md.tsx' |
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# Knowledge API |
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<div> |
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### Authentication |
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Service API of Dify authenticates using an `API-Key`. |
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It is suggested that developers store the `API-Key` in the backend instead of sharing or storing it in the client side to avoid the leakage of the `API-Key`, which may lead to property loss. |
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All API requests should include your `API-Key` in the **`Authorization`** HTTP Header, as shown below: |
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<CodeGroup title="Code"> |
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```javascript |
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Authorization: Bearer {API_KEY} |
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``` |
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</CodeGroup> |
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</div> |
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<hr className='ml-0 mr-0' /> |
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<Heading |
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url='/datasets/{dataset_id}/document/create-by-text' |
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method='POST' |
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title='Create a Document from Text' |
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name='#create-by-text' |
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/> |
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<Row> |
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<Col> |
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This API is based on an existing knowledge and creates a new document through text based on this knowledge. |
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### Params |
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<Properties> |
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<Property name='dataset_id' type='string' key='dataset_id'> |
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Knowledge ID |
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</Property> |
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</Properties> |
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### Request Body |
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<Properties> |
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<Property name='name' type='string' key='name'> |
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Document name |
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</Property> |
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<Property name='text' type='string' key='text'> |
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Document content |
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</Property> |
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<Property name='indexing_technique' type='string' key='indexing_technique'> |
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Index mode |
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- <code>high_quality</code> High quality: embedding using embedding model, built as vector database index |
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- <code>economy</code> Economy: Build using inverted index of keyword table index |
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</Property> |
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<Property name='process_rule' type='object' key='process_rule'> |
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Processing rules |
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- <code>mode</code> (string) Cleaning, segmentation mode, automatic / custom |
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- <code>rules</code> (object) Custom rules (in automatic mode, this field is empty) |
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- <code>pre_processing_rules</code> (array[object]) Preprocessing rules |
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- <code>id</code> (string) Unique identifier for the preprocessing rule |
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- enumerate |
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- <code>remove_extra_spaces</code> Replace consecutive spaces, newlines, tabs |
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- <code>remove_urls_emails</code> Delete URL, email address |
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- <code>enabled</code> (bool) Whether to select this rule or not. If no document ID is passed in, it represents the default value. |
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- <code>segmentation</code> (object) Segmentation rules |
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- <code>separator</code> Custom segment identifier, currently only allows one delimiter to be set. Default is \n |
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- <code>max_tokens</code> Maximum length (token) defaults to 1000 |
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</Property> |
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</Properties> |
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</Col> |
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<Col sticky> |
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<CodeGroup |
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title="Request" |
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tag="POST" |
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label="/datasets/{dataset_id}/document/create-by-text" |
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targetCode={`curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/create-by-text' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json' \\\n--data-raw '{"name": "text","text": "text","indexing_technique": "high_quality","process_rule": {"mode": "automatic"}}'`} |
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> |
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```bash {{ title: 'cURL' }} |
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curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/create-by-text' \ |
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--header 'Authorization: Bearer {api_key}' \ |
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--header 'Content-Type: application/json' \ |
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--data-raw '{ |
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"name": "text", |
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"text": "text", |
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"indexing_technique": "high_quality", |
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"process_rule": { |
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"mode": "automatic" |
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} |
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}' |
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``` |
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</CodeGroup> |
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<CodeGroup title="Response"> |
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```json {{ title: 'Response' }} |
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{ |
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"document": { |
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"id": "", |
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"position": 1, |
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"data_source_type": "upload_file", |
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"data_source_info": { |
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"upload_file_id": "" |
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}, |
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"dataset_process_rule_id": "", |
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"name": "text.txt", |
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"created_from": "api", |
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"created_by": "", |
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"created_at": 1695690280, |
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"tokens": 0, |
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"indexing_status": "waiting", |
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"error": null, |
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"enabled": true, |
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"disabled_at": null, |
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"disabled_by": null, |
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"archived": false, |
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"display_status": "queuing", |
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"word_count": 0, |
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"hit_count": 0, |
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"doc_form": "text_model" |
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}, |
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"batch": "" |
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} |
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``` |
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</CodeGroup> |
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</Col> |
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</Row> |
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<hr className='ml-0 mr-0' /> |
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<Heading |
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url='/datasets/{dataset_id}/document/create-by-file' |
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method='POST' |
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title='Create a Document from a File' |
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name='#create-by-file' |
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/> |
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<Row> |
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<Col> |
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This API is based on an existing knowledge and creates a new document through a file based on this knowledge. |
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### Params |
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<Properties> |
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<Property name='dataset_id' type='string' key='dataset_id'> |
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Knowledge ID |
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</Property> |
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</Properties> |
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### Request Body |
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<Properties> |
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<Property name='data' type='multipart/form-data json string' key='data'> |
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- <code>original_document_id</code> Source document ID (optional) |
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- Used to re-upload the document or modify the document cleaning and segmentation configuration. The missing information is copied from the source document |
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- The source document cannot be an archived document |
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- When original_document_id is passed in, the update operation is performed on behalf of the document. process_rule is a fillable item. If not filled in, the segmentation method of the source document will be used by default |
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- When original_document_id is not passed in, the new operation is performed on behalf of the document, and process_rule is required |
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- <code>indexing_technique</code> Index mode |
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- <code>high_quality</code> High quality: embedding using embedding model, built as vector database index |
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- <code>economy</code> Economy: Build using inverted index of keyword table index |
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- <code>process_rule</code> Processing rules |
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- <code>mode</code> (string) Cleaning, segmentation mode, automatic / custom |
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- <code>rules</code> (object) Custom rules (in automatic mode, this field is empty) |
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- <code>pre_processing_rules</code> (array[object]) Preprocessing rules |
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- <code>id</code> (string) Unique identifier for the preprocessing rule |
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- enumerate |
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- <code>remove_extra_spaces</code> Replace consecutive spaces, newlines, tabs |
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- <code>remove_urls_emails</code> Delete URL, email address |
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- <code>enabled</code> (bool) Whether to select this rule or not. If no document ID is passed in, it represents the default value. |
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- <code>segmentation</code> (object) Segmentation rules |
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- <code>separator</code> Custom segment identifier, currently only allows one delimiter to be set. Default is \n |
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- <code>max_tokens</code> Maximum length (token) defaults to 1000 |
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</Property> |
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<Property name='file' type='multipart/form-data' key='file'> |
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Files that need to be uploaded. |
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</Property> |
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</Properties> |
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</Col> |
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<Col sticky> |
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<CodeGroup |
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title="Request" |
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tag="POST" |
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label="/datasets/{dataset_id}/document/create-by-file" |
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targetCode={`curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/create-by-file' \\\n--header 'Authorization: Bearer {api_key}' \\\n--form 'data="{"indexing_technique":"high_quality","process_rule":{"rules":{"pre_processing_rules":[{"id":"remove_extra_spaces","enabled":true},{"id":"remove_urls_emails","enabled":true}],"segmentation":{"separator":"###","max_tokens":500}},"mode":"custom"}}";type=text/plain' \\\n--form 'file=@"/path/to/file"'`} |
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> |
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```bash {{ title: 'cURL' }} |
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curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/create-by-file' \ |
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--header 'Authorization: Bearer {api_key}' \ |
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--form 'data="{\"name\":\"Dify\",\"indexing_technique\":\"high_quality\",\"process_rule\":{\"rules\":{\"pre_processing_rules\":[{\"id\":\"remove_extra_spaces\",\"enabled\":true},{\"id\":\"remove_urls_emails\",\"enabled\":true}],\"segmentation\":{\"separator\":\"###\",\"max_tokens\":500}},\"mode\":\"custom\"}}";type=text/plain' \ |
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--form 'file=@"/path/to/file"' |
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``` |
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</CodeGroup> |
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<CodeGroup title="Response"> |
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```json {{ title: 'Response' }} |
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{ |
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"document": { |
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"id": "", |
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"position": 1, |
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"data_source_type": "upload_file", |
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"data_source_info": { |
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"upload_file_id": "" |
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}, |
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"dataset_process_rule_id": "", |
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"name": "Dify.txt", |
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"created_from": "api", |
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"created_by": "", |
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"created_at": 1695308667, |
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"tokens": 0, |
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"indexing_status": "waiting", |
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"error": null, |
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"enabled": true, |
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"disabled_at": null, |
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"disabled_by": null, |
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"archived": false, |
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"display_status": "queuing", |
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"word_count": 0, |
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"hit_count": 0, |
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"doc_form": "text_model" |
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}, |
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"batch": "" |
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} |
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``` |
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</CodeGroup> |
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</Col> |
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</Row> |
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<hr className='ml-0 mr-0' /> |
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<Heading |
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url='/datasets' |
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method='POST' |
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title='Create an Empty Knowledge Base' |
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name='#create_empty_dataset' |
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/> |
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<Row> |
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<Col> |
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### Request Body |
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<Properties> |
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<Property name='name' type='string' key='name'> |
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Knowledge name |
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</Property> |
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<Property name='description' type='string' key='description'> |
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Knowledge description (optional) |
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</Property> |
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<Property name='indexing_technique' type='string' key='indexing_technique'> |
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Index technique (optional) |
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- <code>high_quality</code> High quality |
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- <code>economy</code> Economy |
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</Property> |
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<Property name='permission' type='string' key='permission'> |
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Permission |
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- <code>only_me</code> Only me |
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- <code>all_team_members</code> All team members |
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- <code>partial_members</code> Partial members |
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</Property> |
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<Property name='provider' type='string' key='provider'> |
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Provider (optional, default: vendor) |
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- <code>vendor</code> Vendor |
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- <code>external</code> External knowledge |
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</Property> |
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<Property name='external_knowledge_api_id' type='str' key='external_knowledge_api_id'> |
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External knowledge API ID (optional) |
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</Property> |
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<Property name='external_knowledge_id' type='str' key='external_knowledge_id'> |
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External knowledge ID (optional) |
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</Property> |
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</Properties> |
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</Col> |
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<Col sticky> |
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<CodeGroup |
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title="Request" |
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tag="POST" |
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label="/datasets" |
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targetCode={`curl --location --request POST '${props.apiBaseUrl}/datasets' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json' \\\n--data-raw '{"name": "name", "permission": "only_me"}'`} |
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> |
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```bash {{ title: 'cURL' }} |
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curl --location --request POST '${apiBaseUrl}/v1/datasets' \ |
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--header 'Authorization: Bearer {api_key}' \ |
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--header 'Content-Type: application/json' \ |
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--data-raw '{ |
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"name": "name", |
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"permission": "only_me" |
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}' |
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``` |
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</CodeGroup> |
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<CodeGroup title="Response"> |
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```json {{ title: 'Response' }} |
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{ |
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"id": "", |
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"name": "name", |
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"description": null, |
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"provider": "vendor", |
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"permission": "only_me", |
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"data_source_type": null, |
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"indexing_technique": null, |
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"app_count": 0, |
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"document_count": 0, |
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"word_count": 0, |
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"created_by": "", |
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"created_at": 1695636173, |
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"updated_by": "", |
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"updated_at": 1695636173, |
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"embedding_model": null, |
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"embedding_model_provider": null, |
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"embedding_available": null |
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} |
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``` |
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</CodeGroup> |
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</Col> |
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</Row> |
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<hr className='ml-0 mr-0' /> |
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<Heading |
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url='/datasets' |
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method='GET' |
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title='Get Knowledge Base List' |
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name='#dataset_list' |
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/> |
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<Row> |
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<Col> |
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### Query |
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<Properties> |
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<Property name='page' type='string' key='page'> |
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Page number |
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</Property> |
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<Property name='limit' type='string' key='limit'> |
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Number of items returned, default 20, range 1-100 |
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</Property> |
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</Properties> |
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</Col> |
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<Col sticky> |
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<CodeGroup |
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title="Request" |
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tag="POST" |
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label="/datasets" |
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targetCode={`curl --location --request GET '${props.apiBaseUrl}/datasets?page=1&limit=20' \\\n--header 'Authorization: Bearer {api_key}'`} |
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> |
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```bash {{ title: 'cURL' }} |
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curl --location --request GET '${props.apiBaseUrl}/datasets?page=1&limit=20' \ |
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--header 'Authorization: Bearer {api_key}' |
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``` |
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</CodeGroup> |
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<CodeGroup title="Response"> |
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```json {{ title: 'Response' }} |
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{ |
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"data": [ |
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{ |
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"id": "", |
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"name": "name", |
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"description": "desc", |
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"permission": "only_me", |
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"data_source_type": "upload_file", |
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"indexing_technique": "", |
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"app_count": 2, |
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"document_count": 10, |
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"word_count": 1200, |
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"created_by": "", |
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"created_at": "", |
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"updated_by": "", |
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"updated_at": "" |
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}, |
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... |
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], |
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"has_more": true, |
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"limit": 20, |
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"total": 50, |
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"page": 1 |
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} |
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``` |
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</CodeGroup> |
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</Col> |
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</Row> |
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<hr className='ml-0 mr-0' /> |
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<Heading |
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url='/datasets/{dataset_id}' |
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method='DELETE' |
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title='Delete a Knowledge Base' |
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name='#delete_dataset' |
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/> |
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<Row> |
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<Col> |
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### Params |
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<Properties> |
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<Property name='dataset_id' type='string' key='dataset_id'> |
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Knowledge ID |
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</Property> |
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</Properties> |
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</Col> |
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<Col sticky> |
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<CodeGroup |
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title="Request" |
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tag="DELETE" |
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label="/datasets/{dataset_id}" |
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targetCode={`curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}' \\\n--header 'Authorization: Bearer {api_key}'`} |
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> |
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```bash {{ title: 'cURL' }} |
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curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}' \ |
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--header 'Authorization: Bearer {api_key}' |
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``` |
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</CodeGroup> |
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<CodeGroup title="Response"> |
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```text {{ title: 'Response' }} |
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204 No Content |
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``` |
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</CodeGroup> |
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</Col> |
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</Row> |
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<hr className='ml-0 mr-0' /> |
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<Heading |
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url='/datasets/{dataset_id}/documents/{document_id}/update-by-text' |
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method='POST' |
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title='Update a Document with Text' |
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name='#update-by-text' |
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/> |
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<Row> |
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<Col> |
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This API is based on an existing knowledge and updates the document through text based on this knowledge. |
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### Params |
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<Properties> |
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<Property name='dataset_id' type='string' key='dataset_id'> |
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Knowledge ID |
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</Property> |
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<Property name='document_id' type='string' key='document_id'> |
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Document ID |
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</Property> |
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</Properties> |
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### Request Body |
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<Properties> |
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<Property name='name' type='string' key='name'> |
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Document name (optional) |
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</Property> |
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<Property name='text' type='string' key='text'> |
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Document content (optional) |
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</Property> |
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<Property name='process_rule' type='object' key='process_rule'> |
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Processing rules |
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- <code>mode</code> (string) Cleaning, segmentation mode, automatic / custom |
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- <code>rules</code> (object) Custom rules (in automatic mode, this field is empty) |
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- <code>pre_processing_rules</code> (array[object]) Preprocessing rules |
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- <code>id</code> (string) Unique identifier for the preprocessing rule |
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- enumerate |
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- <code>remove_extra_spaces</code> Replace consecutive spaces, newlines, tabs |
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- <code>remove_urls_emails</code> Delete URL, email address |
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- <code>enabled</code> (bool) Whether to select this rule or not. If no document ID is passed in, it represents the default value. |
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- <code>segmentation</code> (object) Segmentation rules |
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- <code>separator</code> Custom segment identifier, currently only allows one delimiter to be set. Default is \n |
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- <code>max_tokens</code> Maximum length (token) defaults to 1000 |
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</Property> |
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</Properties> |
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</Col> |
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<Col sticky> |
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<CodeGroup |
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title="Request" |
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tag="POST" |
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label="/datasets/{dataset_id}/documents/{document_id}/update-by-text" |
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targetCode={`curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/update-by-text' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json' \\\n--data-raw '{"name": "name","text": "text"}'`} |
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> |
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```bash {{ title: 'cURL' }} |
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curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/update-by-text' \ |
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--header 'Authorization: Bearer {api_key}' \ |
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--header 'Content-Type: application/json' \ |
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--data-raw '{ |
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"name": "name", |
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"text": "text" |
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}' |
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``` |
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</CodeGroup> |
|
<CodeGroup title="Response"> |
|
```json {{ title: 'Response' }} |
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{ |
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"document": { |
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"id": "", |
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"position": 1, |
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"data_source_type": "upload_file", |
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"data_source_info": { |
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"upload_file_id": "" |
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}, |
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"dataset_process_rule_id": "", |
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"name": "name.txt", |
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"created_from": "api", |
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"created_by": "", |
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"created_at": 1695308667, |
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"tokens": 0, |
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"indexing_status": "waiting", |
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"error": null, |
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"enabled": true, |
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"disabled_at": null, |
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"disabled_by": null, |
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"archived": false, |
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"display_status": "queuing", |
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"word_count": 0, |
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"hit_count": 0, |
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"doc_form": "text_model" |
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}, |
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"batch": "" |
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} |
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``` |
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</CodeGroup> |
|
</Col> |
|
</Row> |
|
|
|
<hr className='ml-0 mr-0' /> |
|
|
|
<Heading |
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url='/datasets/{dataset_id}/documents/{document_id}/update-by-file' |
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method='POST' |
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title='Update a Document with a File' |
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name='#update-by-file' |
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/> |
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<Row> |
|
<Col> |
|
This API is based on an existing knowledge, and updates documents through files based on this knowledge |
|
|
|
### Params |
|
<Properties> |
|
<Property name='dataset_id' type='string' key='dataset_id'> |
|
Knowledge ID |
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</Property> |
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<Property name='document_id' type='string' key='document_id'> |
|
Document ID |
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</Property> |
|
</Properties> |
|
|
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### Request Body |
|
<Properties> |
|
<Property name='name' type='string' key='name'> |
|
Document name (optional) |
|
</Property> |
|
<Property name='file' type='multipart/form-data' key='file'> |
|
Files to be uploaded |
|
</Property> |
|
<Property name='process_rule' type='object' key='process_rule'> |
|
Processing rules |
|
- <code>mode</code> (string) Cleaning, segmentation mode, automatic / custom |
|
- <code>rules</code> (object) Custom rules (in automatic mode, this field is empty) |
|
- <code>pre_processing_rules</code> (array[object]) Preprocessing rules |
|
- <code>id</code> (string) Unique identifier for the preprocessing rule |
|
- enumerate |
|
- <code>remove_extra_spaces</code> Replace consecutive spaces, newlines, tabs |
|
- <code>remove_urls_emails</code> Delete URL, email address |
|
- <code>enabled</code> (bool) Whether to select this rule or not. If no document ID is passed in, it represents the default value. |
|
- <code>segmentation</code> (object) Segmentation rules |
|
- <code>separator</code> Custom segment identifier, currently only allows one delimiter to be set. Default is \n |
|
- <code>max_tokens</code> Maximum length (token) defaults to 1000 |
|
</Property> |
|
</Properties> |
|
</Col> |
|
<Col sticky> |
|
<CodeGroup |
|
title="Request" |
|
tag="POST" |
|
label="/datasets/{dataset_id}/documents/{document_id}/update-by-file" |
|
targetCode={`curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/update-by-file' \\\n--header 'Authorization: Bearer {api_key}' \\\n--form 'data="{"name":"Dify","indexing_technique":"high_quality","process_rule":{"rules":{"pre_processing_rules":[{"id":"remove_extra_spaces","enabled":true},{"id":"remove_urls_emails","enabled":true}],"segmentation":{"separator":"###","max_tokens":500}},"mode":"custom"}}";type=text/plain' \\\n--form 'file=@"/path/to/file"'`} |
|
> |
|
```bash {{ title: 'cURL' }} |
|
curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/update-by-file' \ |
|
--header 'Authorization: Bearer {api_key}' \ |
|
--form 'data="{\"name\":\"Dify\",\"indexing_technique\":\"high_quality\",\"process_rule\":{\"rules\":{\"pre_processing_rules\":[{\"id\":\"remove_extra_spaces\",\"enabled\":true},{\"id\":\"remove_urls_emails\",\"enabled\":true}],\"segmentation\":{\"separator\":\"###\",\"max_tokens\":500}},\"mode\":\"custom\"}}";type=text/plain' \ |
|
--form 'file=@"/path/to/file"' |
|
``` |
|
</CodeGroup> |
|
<CodeGroup title="Response"> |
|
```json {{ title: 'Response' }} |
|
{ |
|
"document": { |
|
"id": "", |
|
"position": 1, |
|
"data_source_type": "upload_file", |
|
"data_source_info": { |
|
"upload_file_id": "" |
|
}, |
|
"dataset_process_rule_id": "", |
|
"name": "Dify.txt", |
|
"created_from": "api", |
|
"created_by": "", |
|
"created_at": 1695308667, |
|
"tokens": 0, |
|
"indexing_status": "waiting", |
|
"error": null, |
|
"enabled": true, |
|
"disabled_at": null, |
|
"disabled_by": null, |
|
"archived": false, |
|
"display_status": "queuing", |
|
"word_count": 0, |
|
"hit_count": 0, |
|
"doc_form": "text_model" |
|
}, |
|
"batch": "20230921150427533684" |
|
} |
|
``` |
|
</CodeGroup> |
|
</Col> |
|
</Row> |
|
|
|
<hr className='ml-0 mr-0' /> |
|
|
|
<Heading |
|
url='/datasets/{dataset_id}/documents/{batch}/indexing-status' |
|
method='GET' |
|
title='Get Document Embedding Status (Progress)' |
|
name='#indexing_status' |
|
/> |
|
<Row> |
|
<Col> |
|
### Params |
|
<Properties> |
|
<Property name='dataset_id' type='string' key='dataset_id'> |
|
Knowledge ID |
|
</Property> |
|
<Property name='batch' type='string' key='batch'> |
|
Batch number of uploaded documents |
|
</Property> |
|
</Properties> |
|
</Col> |
|
<Col sticky> |
|
<CodeGroup |
|
title="Request" |
|
tag="GET" |
|
label="/datasets/{dataset_id}/documents/{batch}/indexing-status" |
|
targetCode={`curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{batch}/indexing-status' \\\n--header 'Authorization: Bearer {api_key}'`} |
|
> |
|
```bash {{ title: 'cURL' }} |
|
curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{batch}/indexing-status' \ |
|
--header 'Authorization: Bearer {api_key}' \ |
|
``` |
|
</CodeGroup> |
|
<CodeGroup title="Response"> |
|
```json {{ title: 'Response' }} |
|
{ |
|
"data":[{ |
|
"id": "", |
|
"indexing_status": "indexing", |
|
"processing_started_at": 1681623462.0, |
|
"parsing_completed_at": 1681623462.0, |
|
"cleaning_completed_at": 1681623462.0, |
|
"splitting_completed_at": 1681623462.0, |
|
"completed_at": null, |
|
"paused_at": null, |
|
"error": null, |
|
"stopped_at": null, |
|
"completed_segments": 24, |
|
"total_segments": 100 |
|
}] |
|
} |
|
``` |
|
</CodeGroup> |
|
</Col> |
|
</Row> |
|
|
|
<hr className='ml-0 mr-0' /> |
|
|
|
<Heading |
|
url='/datasets/{dataset_id}/documents/{document_id}' |
|
method='DELETE' |
|
title='Delete a Document' |
|
name='#delete_document' |
|
/> |
|
<Row> |
|
<Col> |
|
### Params |
|
<Properties> |
|
<Property name='dataset_id' type='string' key='dataset_id'> |
|
Knowledge ID |
|
</Property> |
|
<Property name='document_id' type='string' key='document_id'> |
|
Document ID |
|
</Property> |
|
</Properties> |
|
</Col> |
|
<Col sticky> |
|
<CodeGroup |
|
title="Request" |
|
tag="DELETE" |
|
label="/datasets/{dataset_id}/documents/{document_id}" |
|
targetCode={`curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}' \\\n--header 'Authorization: Bearer {api_key}'`} |
|
> |
|
```bash {{ title: 'cURL' }} |
|
curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}' \ |
|
--header 'Authorization: Bearer {api_key}' \ |
|
``` |
|
</CodeGroup> |
|
<CodeGroup title="Response"> |
|
```json {{ title: 'Response' }} |
|
{ |
|
"result": "success" |
|
} |
|
``` |
|
</CodeGroup> |
|
</Col> |
|
</Row> |
|
|
|
<hr className='ml-0 mr-0' /> |
|
|
|
<Heading |
|
url='/datasets/{dataset_id}/documents' |
|
method='GET' |
|
title='Get the Document List of a Knowledge Base' |
|
name='#dataset_document_list' |
|
/> |
|
<Row> |
|
<Col> |
|
### Params |
|
<Properties> |
|
<Property name='dataset_id' type='string' key='dataset_id'> |
|
Knowledge ID |
|
</Property> |
|
</Properties> |
|
|
|
### Query |
|
<Properties> |
|
<Property name='keyword' type='string' key='keyword'> |
|
Search keywords, currently only search document names (optional) |
|
</Property> |
|
<Property name='page' type='string' key='page'> |
|
Page number (optional) |
|
</Property> |
|
<Property name='limit' type='string' key='limit'> |
|
Number of items returned, default 20, range 1-100 (optional) |
|
</Property> |
|
</Properties> |
|
</Col> |
|
<Col sticky> |
|
<CodeGroup |
|
title="Request" |
|
tag="GET" |
|
label="/datasets/{dataset_id}/documents" |
|
targetCode={`curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents' \\\n--header 'Authorization: Bearer {api_key}'`} |
|
> |
|
```bash {{ title: 'cURL' }} |
|
curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents' \ |
|
--header 'Authorization: Bearer {api_key}' \ |
|
``` |
|
</CodeGroup> |
|
<CodeGroup title="Response"> |
|
```json {{ title: 'Response' }} |
|
{ |
|
"data": [ |
|
{ |
|
"id": "", |
|
"position": 1, |
|
"data_source_type": "file_upload", |
|
"data_source_info": null, |
|
"dataset_process_rule_id": null, |
|
"name": "dify", |
|
"created_from": "", |
|
"created_by": "", |
|
"created_at": 1681623639, |
|
"tokens": 0, |
|
"indexing_status": "waiting", |
|
"error": null, |
|
"enabled": true, |
|
"disabled_at": null, |
|
"disabled_by": null, |
|
"archived": false |
|
}, |
|
], |
|
"has_more": false, |
|
"limit": 20, |
|
"total": 9, |
|
"page": 1 |
|
} |
|
``` |
|
</CodeGroup> |
|
</Col> |
|
</Row> |
|
|
|
<hr className='ml-0 mr-0' /> |
|
|
|
<Heading |
|
url='/datasets/{dataset_id}/documents/{document_id}/segments' |
|
method='POST' |
|
title='Add Chunks to a Document' |
|
name='#create_new_segment' |
|
/> |
|
<Row> |
|
<Col> |
|
### Params |
|
<Properties> |
|
<Property name='dataset_id' type='string' key='dataset_id'> |
|
Knowledge ID |
|
</Property> |
|
<Property name='document_id' type='string' key='document_id'> |
|
Document ID |
|
</Property> |
|
</Properties> |
|
|
|
### Request Body |
|
<Properties> |
|
<Property name='segments' type='object list' key='segments'> |
|
- <code>content</code> (text) Text content / question content, required |
|
- <code>answer</code> (text) Answer content, if the mode of the knowledge is Q&A mode, pass the value (optional) |
|
- <code>keywords</code> (list) Keywords (optional) |
|
</Property> |
|
</Properties> |
|
</Col> |
|
<Col sticky> |
|
<CodeGroup |
|
title="Request" |
|
tag="POST" |
|
label="/datasets/{dataset_id}/documents/{document_id}/segments" |
|
targetCode={`curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json' \\\n--data-raw '{"segments": [{"content": "1","answer": "1","keywords": ["a"]}]}'`} |
|
> |
|
```bash {{ title: 'cURL' }} |
|
curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments' \ |
|
--header 'Authorization: Bearer {api_key}' \ |
|
--header 'Content-Type: application/json' \ |
|
--data-raw '{ |
|
"segments": [ |
|
{ |
|
"content": "1", |
|
"answer": "1", |
|
"keywords": ["a"] |
|
} |
|
] |
|
}' |
|
``` |
|
</CodeGroup> |
|
<CodeGroup title="Response"> |
|
```json {{ title: 'Response' }} |
|
{ |
|
"data": [{ |
|
"id": "", |
|
"position": 1, |
|
"document_id": "", |
|
"content": "1", |
|
"answer": "1", |
|
"word_count": 25, |
|
"tokens": 0, |
|
"keywords": [ |
|
"a" |
|
], |
|
"index_node_id": "", |
|
"index_node_hash": "", |
|
"hit_count": 0, |
|
"enabled": true, |
|
"disabled_at": null, |
|
"disabled_by": null, |
|
"status": "completed", |
|
"created_by": "", |
|
"created_at": 1695312007, |
|
"indexing_at": 1695312007, |
|
"completed_at": 1695312007, |
|
"error": null, |
|
"stopped_at": null |
|
}], |
|
"doc_form": "text_model" |
|
} |
|
``` |
|
</CodeGroup> |
|
</Col> |
|
</Row> |
|
|
|
<hr className='ml-0 mr-0' /> |
|
|
|
<Heading |
|
url='/datasets/{dataset_id}/documents/{document_id}/segments' |
|
method='GET' |
|
title='Get Chunks from a Document' |
|
name='#get_segment' |
|
/> |
|
<Row> |
|
<Col> |
|
### Path |
|
<Properties> |
|
<Property name='dataset_id' type='string' key='dataset_id'> |
|
Knowledge ID |
|
</Property> |
|
<Property name='document_id' type='string' key='document_id'> |
|
Document ID |
|
</Property> |
|
</Properties> |
|
|
|
### Query |
|
<Properties> |
|
<Property name='keyword' type='string' key='keyword'> |
|
Keyword (optional) |
|
</Property> |
|
<Property name='status' type='string' key='status'> |
|
Search status, completed |
|
</Property> |
|
</Properties> |
|
</Col> |
|
<Col sticky> |
|
<CodeGroup |
|
title="Request" |
|
tag="GET" |
|
label="/datasets/{dataset_id}/documents/{document_id}/segments" |
|
targetCode={`curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json'`} |
|
> |
|
```bash {{ title: 'cURL' }} |
|
curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments' \ |
|
--header 'Authorization: Bearer {api_key}' \ |
|
--header 'Content-Type: application/json' |
|
``` |
|
</CodeGroup> |
|
<CodeGroup title="Response"> |
|
```json {{ title: 'Response' }} |
|
{ |
|
"data": [{ |
|
"id": "", |
|
"position": 1, |
|
"document_id": "", |
|
"content": "1", |
|
"answer": "1", |
|
"word_count": 25, |
|
"tokens": 0, |
|
"keywords": [ |
|
"a" |
|
], |
|
"index_node_id": "", |
|
"index_node_hash": "", |
|
"hit_count": 0, |
|
"enabled": true, |
|
"disabled_at": null, |
|
"disabled_by": null, |
|
"status": "completed", |
|
"created_by": "", |
|
"created_at": 1695312007, |
|
"indexing_at": 1695312007, |
|
"completed_at": 1695312007, |
|
"error": null, |
|
"stopped_at": null |
|
}], |
|
"doc_form": "text_model" |
|
} |
|
``` |
|
</CodeGroup> |
|
</Col> |
|
</Row> |
|
|
|
<hr className='ml-0 mr-0' /> |
|
|
|
<Heading |
|
url='/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}' |
|
method='DELETE' |
|
title='Delete a Chunk in a Document' |
|
name='#delete_segment' |
|
/> |
|
<Row> |
|
<Col> |
|
### Path |
|
<Properties> |
|
<Property name='dataset_id' type='string' key='dataset_id'> |
|
Knowledge ID |
|
</Property> |
|
<Property name='document_id' type='string' key='document_id'> |
|
Document ID |
|
</Property> |
|
<Property name='segment_id' type='string' key='segment_id'> |
|
Document Segment ID |
|
</Property> |
|
</Properties> |
|
</Col> |
|
<Col sticky> |
|
<CodeGroup |
|
title="Request" |
|
tag="DELETE" |
|
label="/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}" |
|
targetCode={`curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/segments/{segment_id}' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json'`} |
|
> |
|
```bash {{ title: 'cURL' }} |
|
curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/segments/{segment_id}' \ |
|
--header 'Authorization: Bearer {api_key}' \ |
|
--header 'Content-Type: application/json' |
|
``` |
|
</CodeGroup> |
|
<CodeGroup title="Response"> |
|
```json {{ title: 'Response' }} |
|
{ |
|
"result": "success" |
|
} |
|
``` |
|
</CodeGroup> |
|
</Col> |
|
</Row> |
|
|
|
<hr className='ml-0 mr-0' /> |
|
|
|
<Heading |
|
url='/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}' |
|
method='POST' |
|
title='Update a Chunk in a Document ' |
|
name='#update_segment' |
|
/> |
|
<Row> |
|
<Col> |
|
### POST |
|
<Properties> |
|
<Property name='dataset_id' type='string' key='dataset_id'> |
|
Knowledge ID |
|
</Property> |
|
<Property name='document_id' type='string' key='document_id'> |
|
Document ID |
|
</Property> |
|
<Property name='segment_id' type='string' key='segment_id'> |
|
Document Segment ID |
|
</Property> |
|
</Properties> |
|
|
|
### Request Body |
|
<Properties> |
|
<Property name='segment' type='object' key='segment'> |
|
- <code>content</code> (text) Text content / question content, required |
|
- <code>answer</code> (text) Answer content, passed if the knowledge is in Q&A mode (optional) |
|
- <code>keywords</code> (list) Keyword (optional) |
|
- <code>enabled</code> (bool) False / true (optional) |
|
</Property> |
|
</Properties> |
|
</Col> |
|
<Col sticky> |
|
<CodeGroup |
|
title="Request" |
|
tag="POST" |
|
label="/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}" |
|
targetCode={`curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json'\\\n--data-raw '{\"segment\": {\"content\": \"1\",\"answer\": \"1\", \"keywords\": [\"a\"], \"enabled\": false}}'`} |
|
> |
|
```bash {{ title: 'cURL' }} |
|
curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}' \ |
|
--header 'Content-Type: application/json' \ |
|
--data-raw '{ |
|
"segment": { |
|
"content": "1", |
|
"answer": "1", |
|
"keywords": ["a"], |
|
"enabled": false |
|
} |
|
}' |
|
``` |
|
</CodeGroup> |
|
<CodeGroup title="Response"> |
|
```json {{ title: 'Response' }} |
|
{ |
|
"data": [{ |
|
"id": "", |
|
"position": 1, |
|
"document_id": "", |
|
"content": "1", |
|
"answer": "1", |
|
"word_count": 25, |
|
"tokens": 0, |
|
"keywords": [ |
|
"a" |
|
], |
|
"index_node_id": "", |
|
"index_node_hash": "", |
|
"hit_count": 0, |
|
"enabled": true, |
|
"disabled_at": null, |
|
"disabled_by": null, |
|
"status": "completed", |
|
"created_by": "", |
|
"created_at": 1695312007, |
|
"indexing_at": 1695312007, |
|
"completed_at": 1695312007, |
|
"error": null, |
|
"stopped_at": null |
|
}], |
|
"doc_form": "text_model" |
|
} |
|
``` |
|
</CodeGroup> |
|
</Col> |
|
</Row> |
|
|
|
<hr className='ml-0 mr-0' /> |
|
|
|
<Heading |
|
url='/datasets/{dataset_id}/retrieve' |
|
method='POST' |
|
title='Retrieve Chunks from a Knowledge Base' |
|
name='#dataset_retrieval' |
|
/> |
|
<Row> |
|
<Col> |
|
### Path |
|
<Properties> |
|
<Property name='dataset_id' type='string' key='dataset_id'> |
|
Knowledge ID |
|
</Property> |
|
</Properties> |
|
|
|
### Request Body |
|
<Properties> |
|
<Property name='query' type='string' key='query'> |
|
Query keyword |
|
</Property> |
|
<Property name='retrieval_model' type='object' key='retrieval_model'> |
|
Retrieval model (optional, if not filled, it will be recalled according to the default method) |
|
- <code>search_method</code> (text) Search method: One of the following four keywords is required |
|
- <code>keyword_search</code> Keyword search |
|
- <code>semantic_search</code> Semantic search |
|
- <code>full_text_search</code> Full-text search |
|
- <code>hybrid_search</code> Hybrid search |
|
- <code>reranking_enable</code> (bool) Whether to enable reranking, required if the search mode is semantic_search or hybrid_search (optional) |
|
- <code>reranking_mode</code> (object) Rerank model configuration, required if reranking is enabled |
|
- <code>reranking_provider_name</code> (string) Rerank model provider |
|
- <code>reranking_model_name</code> (string) Rerank model name |
|
- <code>weights</code> (double) Semantic search weight setting in hybrid search mode |
|
- <code>top_k</code> (integer) Number of results to return (optional) |
|
- <code>score_threshold_enabled</code> (bool) Whether to enable score threshold |
|
- <code>score_threshold</code> (double) Score threshold |
|
</Property> |
|
<Property name='external_retrieval_model' type='object' key='external_retrieval_model'> |
|
Unused field |
|
</Property> |
|
</Properties> |
|
</Col> |
|
<Col sticky> |
|
<CodeGroup |
|
title="Request" |
|
tag="POST" |
|
label="/datasets/{dataset_id}/retrieve" |
|
targetCode={`curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/retrieve' \\\n--header 'Authorization: Bearer {api_key}'\\\n--header 'Content-Type: application/json'\\\n--data-raw '{ |
|
"query": "test", |
|
"retrieval_model": { |
|
"search_method": "keyword_search", |
|
"reranking_enable": false, |
|
"reranking_mode": null, |
|
"reranking_model": { |
|
"reranking_provider_name": "", |
|
"reranking_model_name": "" |
|
}, |
|
"weights": null, |
|
"top_k": 1, |
|
"score_threshold_enabled": false, |
|
"score_threshold": null |
|
} |
|
}'`} |
|
> |
|
```bash {{ title: 'cURL' }} |
|
curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/retrieve' \ |
|
--header 'Authorization: Bearer {api_key}' \ |
|
--header 'Content-Type: application/json' \ |
|
--data-raw '{ |
|
"query": "test", |
|
"retrieval_model": { |
|
"search_method": "keyword_search", |
|
"reranking_enable": false, |
|
"reranking_mode": null, |
|
"reranking_model": { |
|
"reranking_provider_name": "", |
|
"reranking_model_name": "" |
|
}, |
|
"weights": null, |
|
"top_k": 2, |
|
"score_threshold_enabled": false, |
|
"score_threshold": null |
|
} |
|
}' |
|
``` |
|
</CodeGroup> |
|
<CodeGroup title="Response"> |
|
```json {{ title: 'Response' }} |
|
{ |
|
"query": { |
|
"content": "test" |
|
}, |
|
"records": [ |
|
{ |
|
"segment": { |
|
"id": "7fa6f24f-8679-48b3-bc9d-bdf28d73f218", |
|
"position": 1, |
|
"document_id": "a8c6c36f-9f5d-4d7a-8472-f5d7b75d71d2", |
|
"content": "Operation guide", |
|
"answer": null, |
|
"word_count": 847, |
|
"tokens": 280, |
|
"keywords": [ |
|
"install", |
|
"java", |
|
"base", |
|
"scripts", |
|
"jdk", |
|
"manual", |
|
"internal", |
|
"opens", |
|
"add", |
|
"vmoptions" |
|
], |
|
"index_node_id": "39dd8443-d960-45a8-bb46-7275ad7fbc8e", |
|
"index_node_hash": "0189157697b3c6a418ccf8264a09699f25858975578f3467c76d6bfc94df1d73", |
|
"hit_count": 0, |
|
"enabled": true, |
|
"disabled_at": null, |
|
"disabled_by": null, |
|
"status": "completed", |
|
"created_by": "dbcb1ab5-90c8-41a7-8b78-73b235eb6f6f", |
|
"created_at": 1728734540, |
|
"indexing_at": 1728734552, |
|
"completed_at": 1728734584, |
|
"error": null, |
|
"stopped_at": null, |
|
"document": { |
|
"id": "a8c6c36f-9f5d-4d7a-8472-f5d7b75d71d2", |
|
"data_source_type": "upload_file", |
|
"name": "readme.txt", |
|
"doc_type": null |
|
} |
|
}, |
|
"score": 3.730463140527718e-05, |
|
"tsne_position": null |
|
} |
|
] |
|
} |
|
``` |
|
</CodeGroup> |
|
</Col> |
|
</Row> |
|
|
|
<hr className='ml-0 mr-0' /> |
|
|
|
<Row> |
|
<Col> |
|
### Error message |
|
<Properties> |
|
<Property name='code' type='string' key='code'> |
|
Error code |
|
</Property> |
|
</Properties> |
|
<Properties> |
|
<Property name='status' type='number' key='status'> |
|
Error status |
|
</Property> |
|
</Properties> |
|
<Properties> |
|
<Property name='message' type='string' key='message'> |
|
Error message |
|
</Property> |
|
</Properties> |
|
</Col> |
|
<Col> |
|
<CodeGroup title="Example"> |
|
```json {{ title: 'Response' }} |
|
{ |
|
"code": "no_file_uploaded", |
|
"message": "Please upload your file.", |
|
"status": 400 |
|
} |
|
``` |
|
</CodeGroup> |
|
</Col> |
|
</Row> |
|
<table className="max-w-auto border-collapse border border-slate-400" style={{ maxWidth: 'none', width: 'auto' }}> |
|
<thead style={{ background: '#f9fafc' }}> |
|
<tr> |
|
<th className="p-2 border border-slate-300">code</th> |
|
<th className="p-2 border border-slate-300">status</th> |
|
<th className="p-2 border border-slate-300">message</th> |
|
</tr> |
|
</thead> |
|
<tbody> |
|
<tr> |
|
<td className="p-2 border border-slate-300">no_file_uploaded</td> |
|
<td className="p-2 border border-slate-300">400</td> |
|
<td className="p-2 border border-slate-300">Please upload your file.</td> |
|
</tr> |
|
<tr> |
|
<td className="p-2 border border-slate-300">too_many_files</td> |
|
<td className="p-2 border border-slate-300">400</td> |
|
<td className="p-2 border border-slate-300">Only one file is allowed.</td> |
|
</tr> |
|
<tr> |
|
<td className="p-2 border border-slate-300">file_too_large</td> |
|
<td className="p-2 border border-slate-300">413</td> |
|
<td className="p-2 border border-slate-300">File size exceeded.</td> |
|
</tr> |
|
<tr> |
|
<td className="p-2 border border-slate-300">unsupported_file_type</td> |
|
<td className="p-2 border border-slate-300">415</td> |
|
<td className="p-2 border border-slate-300">File type not allowed.</td> |
|
</tr> |
|
<tr> |
|
<td className="p-2 border border-slate-300">high_quality_dataset_only</td> |
|
<td className="p-2 border border-slate-300">400</td> |
|
<td className="p-2 border border-slate-300">Current operation only supports 'high-quality' datasets.</td> |
|
</tr> |
|
<tr> |
|
<td className="p-2 border border-slate-300">dataset_not_initialized</td> |
|
<td className="p-2 border border-slate-300">400</td> |
|
<td className="p-2 border border-slate-300">The dataset is still being initialized or indexing. Please wait a moment.</td> |
|
</tr> |
|
<tr> |
|
<td className="p-2 border border-slate-300">archived_document_immutable</td> |
|
<td className="p-2 border border-slate-300">403</td> |
|
<td className="p-2 border border-slate-300">The archived document is not editable.</td> |
|
</tr> |
|
<tr> |
|
<td className="p-2 border border-slate-300">dataset_name_duplicate</td> |
|
<td className="p-2 border border-slate-300">409</td> |
|
<td className="p-2 border border-slate-300">The dataset name already exists. Please modify your dataset name.</td> |
|
</tr> |
|
<tr> |
|
<td className="p-2 border border-slate-300">invalid_action</td> |
|
<td className="p-2 border border-slate-300">400</td> |
|
<td className="p-2 border border-slate-300">Invalid action.</td> |
|
</tr> |
|
<tr> |
|
<td className="p-2 border border-slate-300">document_already_finished</td> |
|
<td className="p-2 border border-slate-300">400</td> |
|
<td className="p-2 border border-slate-300">The document has been processed. Please refresh the page or go to the document details.</td> |
|
</tr> |
|
<tr> |
|
<td className="p-2 border border-slate-300">document_indexing</td> |
|
<td className="p-2 border border-slate-300">400</td> |
|
<td className="p-2 border border-slate-300">The document is being processed and cannot be edited.</td> |
|
</tr> |
|
<tr> |
|
<td className="p-2 border border-slate-300">invalid_metadata</td> |
|
<td className="p-2 border border-slate-300">400</td> |
|
<td className="p-2 border border-slate-300">The metadata content is incorrect. Please check and verify.</td> |
|
</tr> |
|
</tbody> |
|
</table> |
|
<div className="pb-4" /> |
|
|