Co-authored-by: luowei <glpat-EjySCyNjWiLqAED-YmwM>tags/0.3.26
| from flask_login import current_user | from flask_login import current_user | ||||
| from flask_restful import reqparse, marshal | from flask_restful import reqparse, marshal | ||||
| from werkzeug.exceptions import NotFound | from werkzeug.exceptions import NotFound | ||||
| from controllers.service_api import api | from controllers.service_api import api | ||||
| from controllers.service_api.app.error import ProviderNotInitializeError | from controllers.service_api.app.error import ProviderNotInitializeError | ||||
| from controllers.service_api.wraps import DatasetApiResource | from controllers.service_api.wraps import DatasetApiResource | ||||
| from core.model_providers.model_factory import ModelFactory | from core.model_providers.model_factory import ModelFactory | ||||
| from extensions.ext_database import db | from extensions.ext_database import db | ||||
| from fields.segment_fields import segment_fields | from fields.segment_fields import segment_fields | ||||
| from models.dataset import Dataset | |||||
| from services.dataset_service import DocumentService, SegmentService | |||||
| from models.dataset import Dataset, DocumentSegment | |||||
| from services.dataset_service import DatasetService, DocumentService, SegmentService | |||||
| class SegmentApi(DatasetApiResource): | class SegmentApi(DatasetApiResource): | ||||
| Dataset.tenant_id == tenant_id, | Dataset.tenant_id == tenant_id, | ||||
| Dataset.id == dataset_id | Dataset.id == dataset_id | ||||
| ).first() | ).first() | ||||
| if not dataset: | |||||
| raise NotFound('Dataset not found.') | |||||
| # check document | # check document | ||||
| document_id = str(document_id) | document_id = str(document_id) | ||||
| document = DocumentService.get_document(dataset.id, document_id) | document = DocumentService.get_document(dataset.id, document_id) | ||||
| 'doc_form': document.doc_form | 'doc_form': document.doc_form | ||||
| }, 200 | }, 200 | ||||
| def get(self, tenant_id, dataset_id, document_id): | |||||
| """Create single segment.""" | |||||
| # check dataset | |||||
| dataset_id = str(dataset_id) | |||||
| tenant_id = str(tenant_id) | |||||
| dataset = db.session.query(Dataset).filter( | |||||
| Dataset.tenant_id == tenant_id, | |||||
| Dataset.id == dataset_id | |||||
| ).first() | |||||
| if not dataset: | |||||
| raise NotFound('Dataset not found.') | |||||
| # check document | |||||
| document_id = str(document_id) | |||||
| document = DocumentService.get_document(dataset.id, document_id) | |||||
| if not document: | |||||
| raise NotFound('Document not found.') | |||||
| # check embedding model setting | |||||
| if dataset.indexing_technique == 'high_quality': | |||||
| try: | |||||
| ModelFactory.get_embedding_model( | |||||
| tenant_id=current_user.current_tenant_id, | |||||
| model_provider_name=dataset.embedding_model_provider, | |||||
| model_name=dataset.embedding_model | |||||
| ) | |||||
| except LLMBadRequestError: | |||||
| raise ProviderNotInitializeError( | |||||
| f"No Embedding Model available. Please configure a valid provider " | |||||
| f"in the Settings -> Model Provider.") | |||||
| except ProviderTokenNotInitError as ex: | |||||
| raise ProviderNotInitializeError(ex.description) | |||||
| parser = reqparse.RequestParser() | |||||
| parser.add_argument('status', type=str, | |||||
| action='append', default=[], location='args') | |||||
| parser.add_argument('keyword', type=str, default=None, location='args') | |||||
| args = parser.parse_args() | |||||
| status_list = args['status'] | |||||
| keyword = args['keyword'] | |||||
| query = DocumentSegment.query.filter( | |||||
| DocumentSegment.document_id == str(document_id), | |||||
| DocumentSegment.tenant_id == current_user.current_tenant_id | |||||
| ) | |||||
| if status_list: | |||||
| query = query.filter(DocumentSegment.status.in_(status_list)) | |||||
| if keyword: | |||||
| query = query.where(DocumentSegment.content.ilike(f'%{keyword}%')) | |||||
| total = query.count() | |||||
| segments = query.order_by(DocumentSegment.position).all() | |||||
| return { | |||||
| 'data': marshal(segments, segment_fields), | |||||
| 'doc_form': document.doc_form, | |||||
| 'total': total | |||||
| }, 200 | |||||
| class DatasetSegmentApi(DatasetApiResource): | |||||
| def delete(self, tenant_id, dataset_id, document_id, segment_id): | |||||
| # check dataset | |||||
| dataset_id = str(dataset_id) | |||||
| tenant_id = str(tenant_id) | |||||
| dataset = db.session.query(Dataset).filter( | |||||
| Dataset.tenant_id == tenant_id, | |||||
| Dataset.id == dataset_id | |||||
| ).first() | |||||
| if not dataset: | |||||
| raise NotFound('Dataset not found.') | |||||
| # check user's model setting | |||||
| DatasetService.check_dataset_model_setting(dataset) | |||||
| # check document | |||||
| document_id = str(document_id) | |||||
| document = DocumentService.get_document(dataset_id, document_id) | |||||
| if not document: | |||||
| raise NotFound('Document not found.') | |||||
| # check segment | |||||
| segment = DocumentSegment.query.filter( | |||||
| DocumentSegment.id == str(segment_id), | |||||
| DocumentSegment.tenant_id == current_user.current_tenant_id | |||||
| ).first() | |||||
| if not segment: | |||||
| raise NotFound('Segment not found.') | |||||
| SegmentService.delete_segment(segment, document, dataset) | |||||
| return {'result': 'success'}, 200 | |||||
| def post(self, tenant_id, dataset_id, document_id, segment_id): | |||||
| # check dataset | |||||
| dataset_id = str(dataset_id) | |||||
| tenant_id = str(tenant_id) | |||||
| dataset = db.session.query(Dataset).filter( | |||||
| Dataset.tenant_id == tenant_id, | |||||
| Dataset.id == dataset_id | |||||
| ).first() | |||||
| if not dataset: | |||||
| raise NotFound('Dataset not found.') | |||||
| # check user's model setting | |||||
| DatasetService.check_dataset_model_setting(dataset) | |||||
| # check document | |||||
| document_id = str(document_id) | |||||
| document = DocumentService.get_document(dataset_id, document_id) | |||||
| if not document: | |||||
| raise NotFound('Document not found.') | |||||
| if dataset.indexing_technique == 'high_quality': | |||||
| # check embedding model setting | |||||
| try: | |||||
| ModelFactory.get_embedding_model( | |||||
| tenant_id=current_user.current_tenant_id, | |||||
| model_provider_name=dataset.embedding_model_provider, | |||||
| model_name=dataset.embedding_model | |||||
| ) | |||||
| except LLMBadRequestError: | |||||
| raise ProviderNotInitializeError( | |||||
| f"No Embedding Model available. Please configure a valid provider " | |||||
| f"in the Settings -> Model Provider.") | |||||
| except ProviderTokenNotInitError as ex: | |||||
| raise ProviderNotInitializeError(ex.description) | |||||
| # check segment | |||||
| segment_id = str(segment_id) | |||||
| segment = DocumentSegment.query.filter( | |||||
| DocumentSegment.id == str(segment_id), | |||||
| DocumentSegment.tenant_id == current_user.current_tenant_id | |||||
| ).first() | |||||
| if not segment: | |||||
| raise NotFound('Segment not found.') | |||||
| # validate args | |||||
| parser = reqparse.RequestParser() | |||||
| parser.add_argument('segments', type=dict, required=False, nullable=True, location='json') | |||||
| args = parser.parse_args() | |||||
| SegmentService.segment_create_args_validate(args['segments'], document) | |||||
| segment = SegmentService.update_segment(args['segments'], segment, document, dataset) | |||||
| return { | |||||
| 'data': marshal(segment, segment_fields), | |||||
| 'doc_form': document.doc_form | |||||
| }, 200 | |||||
| api.add_resource(SegmentApi, '/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/segments') | api.add_resource(SegmentApi, '/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/segments') | ||||
| api.add_resource(DatasetSegmentApi, '/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/segments/<uuid:segment_id>') |
| segment.answer = args['answer'] | segment.answer = args['answer'] | ||||
| if args['keywords']: | if args['keywords']: | ||||
| segment.keywords = args['keywords'] | segment.keywords = args['keywords'] | ||||
| if args['enabled'] is not None: | |||||
| segment.enabled = args['enabled'] | |||||
| db.session.add(segment) | db.session.add(segment) | ||||
| db.session.commit() | db.session.commit() | ||||
| # update segment index task | # update segment index task |
| targetCode={`curl --location --request GET '${props.apiBaseUrl}/datasets?page=1&limit=20' \\\n--header 'Authorization: Bearer {api_key}'`} | targetCode={`curl --location --request GET '${props.apiBaseUrl}/datasets?page=1&limit=20' \\\n--header 'Authorization: Bearer {api_key}'`} | ||||
| > | > | ||||
| ```bash {{ title: 'cURL' }} | ```bash {{ title: 'cURL' }} | ||||
| curl --location --request GET 'https://api.dify.ai/v1/datasets?page=1&limit=20' \ | |||||
| curl --location --request GET '${props.apiBaseUrl}/datasets?page=1&limit=20' \ | |||||
| --header 'Authorization: Bearer {api_key}' | --header 'Authorization: Bearer {api_key}' | ||||
| ``` | ``` | ||||
| </CodeGroup> | </CodeGroup> | ||||
| - <code>rules</code> (object) Custom rules (in automatic mode, this field is empty) | - <code>rules</code> (object) Custom rules (in automatic mode, this field is empty) | ||||
| - <code>pre_processing_rules</code> (array[object]) Preprocessing rules | - <code>pre_processing_rules</code> (array[object]) Preprocessing rules | ||||
| - <code>id</code> (string) Unique identifier for the preprocessing rule | - <code>id</code> (string) Unique identifier for the preprocessing rule | ||||
| - enumerate | |||||
| - enumerate | |||||
| - <code>remove_extra_spaces</code> Replace consecutive spaces, newlines, tabs | - <code>remove_extra_spaces</code> Replace consecutive spaces, newlines, tabs | ||||
| - <code>remove_urls_emails</code> Delete URL, email address | - <code>remove_urls_emails</code> Delete URL, email address | ||||
| - <code>enabled</code> (bool) Whether to select this rule or not. If no document ID is passed in, it represents the default value. | - <code>enabled</code> (bool) Whether to select this rule or not. If no document ID is passed in, it represents the default value. | ||||
| </Properties> | </Properties> | ||||
| </Col> | </Col> | ||||
| <Col sticky> | <Col sticky> | ||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| label="/datasets/{dataset_id}/document/create_by_text" | label="/datasets/{dataset_id}/document/create_by_text" | ||||
| targetCode={`curl --location --request POST '${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"}}'`} | targetCode={`curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/create_by_text' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json' \\\n--data-raw '{"name": "text","text": "text","indexing_technique": "high_quality","process_rule": {"mode": "automatic"}}'`} | ||||
| > | > | ||||
| ```bash {{ title: 'cURL' }} | ```bash {{ title: 'cURL' }} | ||||
| curl --location --request POST 'https://api.dify.ai/v1/datasets/{dataset_id}/document/create_by_text' \ | |||||
| curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/create_by_text' \ | |||||
| --header 'Authorization: Bearer {api_key}' \ | --header 'Authorization: Bearer {api_key}' \ | ||||
| --header 'Content-Type: application/json' \ | --header 'Content-Type: application/json' \ | ||||
| --data-raw '{ | --data-raw '{ | ||||
| - <code>rules</code> (object) Custom rules (in automatic mode, this field is empty) | - <code>rules</code> (object) Custom rules (in automatic mode, this field is empty) | ||||
| - <code>pre_processing_rules</code> (array[object]) Preprocessing rules | - <code>pre_processing_rules</code> (array[object]) Preprocessing rules | ||||
| - <code>id</code> (string) Unique identifier for the preprocessing rule | - <code>id</code> (string) Unique identifier for the preprocessing rule | ||||
| - enumerate | |||||
| - enumerate | |||||
| - <code>remove_extra_spaces</code> Replace consecutive spaces, newlines, tabs | - <code>remove_extra_spaces</code> Replace consecutive spaces, newlines, tabs | ||||
| - <code>remove_urls_emails</code> Delete URL, email address | - <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>enabled</code> (bool) Whether to select this rule or not. If no document ID is passed in, it represents the default value. | ||||
| </Properties> | </Properties> | ||||
| </Col> | </Col> | ||||
| <Col sticky> | <Col sticky> | ||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| label="/datasets/{dataset_id}/document/create_by_file" | label="/datasets/{dataset_id}/document/create_by_file" | ||||
| targetCode={`curl --location POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/create_by_file' \\\n--header 'Authorization: Bearer {api_key}' \\\n--form 'data="{"name":"Dify","indexing_technique":"high_quality","process_rule":{"rules":{"pre_processing_rules":[{"id":"remove_extra_spaces","enabled":true},{"id":"remove_urls_emails","enabled":true}],"segmentation":{"separator":"###","max_tokens":500}},"mode":"custom"}}";type=text/plain' \\\n--form 'file=@"/path/to/file"'`} | targetCode={`curl --location POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/create_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' }} | ```bash {{ title: 'cURL' }} | ||||
| curl --location POST 'https://api.dify.ai/v1/datasets/{dataset_id}/document/create_by_file' \ | |||||
| curl --location POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/create_by_file' \ | |||||
| --header 'Authorization: Bearer {api_key}' \ | --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 '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"' | --form 'file=@"/path/to/file"' | ||||
| - <code>rules</code> (object) Custom rules (in automatic mode, this field is empty) | - <code>rules</code> (object) Custom rules (in automatic mode, this field is empty) | ||||
| - <code>pre_processing_rules</code> (array[object]) Preprocessing rules | - <code>pre_processing_rules</code> (array[object]) Preprocessing rules | ||||
| - <code>id</code> (string) Unique identifier for the preprocessing rule | - <code>id</code> (string) Unique identifier for the preprocessing rule | ||||
| - enumerate | |||||
| - enumerate | |||||
| - <code>remove_extra_spaces</code> Replace consecutive spaces, newlines, tabs | - <code>remove_extra_spaces</code> Replace consecutive spaces, newlines, tabs | ||||
| - <code>remove_urls_emails</code> Delete URL, email address | - <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>enabled</code> (bool) Whether to select this rule or not. If no document ID is passed in, it represents the default value. | ||||
| </Properties> | </Properties> | ||||
| </Col> | </Col> | ||||
| <Col sticky> | <Col sticky> | ||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| label="/datasets/{dataset_id}/documents/{document_id}/update_by_text" | label="/datasets/{dataset_id}/documents/{document_id}/update_by_text" | ||||
| 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"}'`} | targetCode={`curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/update_by_text' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json' \\\n--data-raw '{"name": "name","text": "text"}'`} | ||||
| > | > | ||||
| ```bash {{ title: 'cURL' }} | ```bash {{ title: 'cURL' }} | ||||
| curl --location --request POST 'https://api.dify.ai/v1/datasets/{dataset_id}/documents/{document_id}/update_by_text' \ | |||||
| curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/update_by_text' \ | |||||
| --header 'Authorization: Bearer {api_key}' \ | --header 'Authorization: Bearer {api_key}' \ | ||||
| --header 'Content-Type: application/json' \ | --header 'Content-Type: application/json' \ | ||||
| --data-raw '{ | --data-raw '{ | ||||
| - <code>rules</code> (object) Custom rules (in automatic mode, this field is empty) | - <code>rules</code> (object) Custom rules (in automatic mode, this field is empty) | ||||
| - <code>pre_processing_rules</code> (array[object]) Preprocessing rules | - <code>pre_processing_rules</code> (array[object]) Preprocessing rules | ||||
| - <code>id</code> (string) Unique identifier for the preprocessing rule | - <code>id</code> (string) Unique identifier for the preprocessing rule | ||||
| - enumerate | |||||
| - enumerate | |||||
| - <code>remove_extra_spaces</code> Replace consecutive spaces, newlines, tabs | - <code>remove_extra_spaces</code> Replace consecutive spaces, newlines, tabs | ||||
| - <code>remove_urls_emails</code> Delete URL, email address | - <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>enabled</code> (bool) Whether to select this rule or not. If no document ID is passed in, it represents the default value. | ||||
| </Properties> | </Properties> | ||||
| </Col> | </Col> | ||||
| <Col sticky> | <Col sticky> | ||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| label="/datasets/{dataset_id}/documents/{document_id}/update_by_file" | label="/datasets/{dataset_id}/documents/{document_id}/update_by_file" | ||||
| targetCode={`curl --location POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/{document_id}/create_by_file' \\\n--header 'Authorization: Bearer {api_key}' \\\n--form 'data="{"name":"Dify","indexing_technique":"high_quality","process_rule":{"rules":{"pre_processing_rules":[{"id":"remove_extra_spaces","enabled":true},{"id":"remove_urls_emails","enabled":true}],"segmentation":{"separator":"###","max_tokens":500}},"mode":"custom"}}";type=text/plain' \\\n--form 'file=@"/path/to/file"'`} | targetCode={`curl --location POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/{document_id}/create_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' }} | ```bash {{ title: 'cURL' }} | ||||
| curl --location POST 'https://api.dify.ai/v1/datasets/{dataset_id}/document/{document_id}/create_by_file' \ | |||||
| curl --location POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/{document_id}/create_by_file' \ | |||||
| --header 'Authorization: Bearer {api_key}' \ | --header 'Authorization: Bearer {api_key}' \ | ||||
| --form 'data="{\"name\":\"Dify\",\"indexing_technique\":\"high_quality\",\"process_rule\":{\"rules\":{\"pre_processing_rules\":[{\"id\":\"remove_extra_spaces\",\"enabled\":true},{\"id\":\"remove_urls_emails\",\"enabled\":true}],\"segmentation\":{\"separator\":\"###\",\"max_tokens\":500}},\"mode\":\"custom\"}}";type=text/plain' \ | --form 'data="{\"name\":\"Dify\",\"indexing_technique\":\"high_quality\",\"process_rule\":{\"rules\":{\"pre_processing_rules\":[{\"id\":\"remove_extra_spaces\",\"enabled\":true},{\"id\":\"remove_urls_emails\",\"enabled\":true}],\"segmentation\":{\"separator\":\"###\",\"max_tokens\":500}},\"mode\":\"custom\"}}";type=text/plain' \ | ||||
| --form 'file=@"/path/to/file"' | --form 'file=@"/path/to/file"' | ||||
| </Properties> | </Properties> | ||||
| </Col> | </Col> | ||||
| <Col sticky> | <Col sticky> | ||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="GET" | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="GET" | |||||
| label="/datasets/{dataset_id}/batch/{batch}/indexing-status" | label="/datasets/{dataset_id}/batch/{batch}/indexing-status" | ||||
| targetCode={`curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{batch}/indexing-status' \\\n--header 'Authorization: Bearer {api_key}'`} | targetCode={`curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{batch}/indexing-status' \\\n--header 'Authorization: Bearer {api_key}'`} | ||||
| > | > | ||||
| ```bash {{ title: 'cURL' }} | ```bash {{ title: 'cURL' }} | ||||
| curl --location --request GET 'https://api.dify.ai/v1/datasets/{dataset_id}/documents/{batch}/indexing-status' \ | |||||
| curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{batch}/indexing-status' \ | |||||
| --header 'Authorization: Bearer {api_key}' \ | --header 'Authorization: Bearer {api_key}' \ | ||||
| ``` | ``` | ||||
| </CodeGroup> | </CodeGroup> | ||||
| { | { | ||||
| "data":[{ | "data":[{ | ||||
| "id": "", | "id": "", | ||||
| "indexing_status": "indexing", | |||||
| "indexing_status": "indexing", | |||||
| "processing_started_at": 1681623462.0, | "processing_started_at": 1681623462.0, | ||||
| "parsing_completed_at": 1681623462.0, | "parsing_completed_at": 1681623462.0, | ||||
| "cleaning_completed_at": 1681623462.0, | "cleaning_completed_at": 1681623462.0, | ||||
| </Properties> | </Properties> | ||||
| </Col> | </Col> | ||||
| <Col sticky> | <Col sticky> | ||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="DELETE" | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="DELETE" | |||||
| label="/datasets/{dataset_id}/documents/{document_id}" | label="/datasets/{dataset_id}/documents/{document_id}" | ||||
| targetCode={`curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}' \\\n--header 'Authorization: Bearer {api_key}'`} | targetCode={`curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}' \\\n--header 'Authorization: Bearer {api_key}'`} | ||||
| > | > | ||||
| ```bash {{ title: 'cURL' }} | ```bash {{ title: 'cURL' }} | ||||
| curl --location --request DELETE 'https://api.dify.ai/v1/datasets/{dataset_id}/documents/{document_id}' \ | |||||
| curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}' \ | |||||
| --header 'Authorization: Bearer {api_key}' \ | --header 'Authorization: Bearer {api_key}' \ | ||||
| ``` | ``` | ||||
| </CodeGroup> | </CodeGroup> | ||||
| </Properties> | </Properties> | ||||
| </Col> | </Col> | ||||
| <Col sticky> | <Col sticky> | ||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="GET" | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="GET" | |||||
| label="/datasets/{dataset_id}/documents" | label="/datasets/{dataset_id}/documents" | ||||
| targetCode={`curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents' \\\n--header 'Authorization: Bearer {api_key}'`} | targetCode={`curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents' \\\n--header 'Authorization: Bearer {api_key}'`} | ||||
| > | > | ||||
| ```bash {{ title: 'cURL' }} | ```bash {{ title: 'cURL' }} | ||||
| curl --location --request GET 'https://api.dify.ai/v1/datasets/{dataset_id}/documents' \ | |||||
| curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents' \ | |||||
| --header 'Authorization: Bearer {api_key}' \ | --header 'Authorization: Bearer {api_key}' \ | ||||
| ``` | ``` | ||||
| </CodeGroup> | </CodeGroup> | ||||
| </Properties> | </Properties> | ||||
| </Col> | </Col> | ||||
| <Col sticky> | <Col sticky> | ||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| label="/datasets/{dataset_id}/documents/{document_id}/segments" | label="/datasets/{dataset_id}/documents/{document_id}/segments" | ||||
| targetCode={`curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json' \\\n--data-raw '{"segments": [{"content": "1","answer": "1","keywords": ["a"]}]}'`} | targetCode={`curl --location --request POST '${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' }} | ```bash {{ title: 'cURL' }} | ||||
| curl --location --request POST 'https://api.dify.ai/v1/datasets/{dataset_id}/documents/{document_id}/segments' \ | |||||
| curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments' \ | |||||
| --header 'Authorization: Bearer {api_key}' \ | --header 'Authorization: Bearer {api_key}' \ | ||||
| --header 'Content-Type: application/json' \ | --header 'Content-Type: application/json' \ | ||||
| --data-raw '{ | --data-raw '{ | ||||
| --- | --- | ||||
| <Heading | |||||
| url='/datasets/{dataset_id}/documents/{document_id}/segments' | |||||
| method='GET' | |||||
| title='get documents segments' | |||||
| name='#get_segment' | |||||
| /> | |||||
| <Row> | |||||
| <Col> | |||||
| ### Path | |||||
| <Properties> | |||||
| <Property name='dataset_id' type='string' key='dataset_id'> | |||||
| Dataset ID | |||||
| </Property> | |||||
| <Property name='document_id' type='string' key='document_id'> | |||||
| Document ID | |||||
| </Property> | |||||
| </Properties> | |||||
| ### Query | |||||
| <Properties> | |||||
| <Property name='keyword' type='string' key='keyword'> | |||||
| keyword,choosable | |||||
| </Property> | |||||
| <Property name='status' type='string' key='status'> | |||||
| Search status,completed | |||||
| </Property> | |||||
| </Properties> | |||||
| </Col> | |||||
| <Col sticky> | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="GET" | |||||
| label="/datasets/{dataset_id}/documents/{document_id}/segments" | |||||
| targetCode={`curl --location --request GET '${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 '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments' \ | |||||
| --header 'Authorization: Bearer {api_key}' \ | |||||
| --header 'Content-Type: application/json' | |||||
| ``` | |||||
| </CodeGroup> | |||||
| <CodeGroup title="Response"> | |||||
| ```json {{ title: 'Response' }} | |||||
| { | |||||
| "data": [{ | |||||
| "id": "", | |||||
| "position": 1, | |||||
| "document_id": "", | |||||
| "content": "1", | |||||
| "answer": "1", | |||||
| "word_count": 25, | |||||
| "tokens": 0, | |||||
| "keywords": [ | |||||
| "a" | |||||
| ], | |||||
| "index_node_id": "", | |||||
| "index_node_hash": "", | |||||
| "hit_count": 0, | |||||
| "enabled": true, | |||||
| "disabled_at": null, | |||||
| "disabled_by": null, | |||||
| "status": "completed", | |||||
| "created_by": "", | |||||
| "created_at": 1695312007, | |||||
| "indexing_at": 1695312007, | |||||
| "completed_at": 1695312007, | |||||
| "error": null, | |||||
| "stopped_at": null | |||||
| }], | |||||
| "doc_form": "text_model" | |||||
| } | |||||
| ``` | |||||
| </CodeGroup> | |||||
| </Col> | |||||
| </Row> | |||||
| --- | |||||
| <Heading | |||||
| url='/datasets/{dataset_id}/segments/{segment_id}' | |||||
| method='DELETE' | |||||
| title='delete document segment' | |||||
| name='#delete_segment' | |||||
| /> | |||||
| <Row> | |||||
| <Col> | |||||
| ### Path | |||||
| <Properties> | |||||
| <Property name='dataset_id' type='string' key='dataset_id'> | |||||
| Dataset ID | |||||
| </Property> | |||||
| <Property name='segment_id' type='string' key='segment_id'> | |||||
| Document Segment ID | |||||
| </Property> | |||||
| </Properties> | |||||
| </Col> | |||||
| <Col sticky> | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="DELETE" | |||||
| label="/datasets/{dataset_id}/segments/{segment_id}" | |||||
| targetCode={`curl --location --request DELETE '${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 '${props.apiBaseUrl}/datasets/{dataset_id}/segments/{segment_id}' \ | |||||
| --header 'Authorization: Bearer {api_key}' \ | |||||
| --header 'Content-Type: application/json' | |||||
| ``` | |||||
| </CodeGroup> | |||||
| <CodeGroup title="Response"> | |||||
| ```json {{ title: 'Response' }} | |||||
| { | |||||
| "result": "success" | |||||
| } | |||||
| ``` | |||||
| </CodeGroup> | |||||
| </Col> | |||||
| </Row> | |||||
| --- | |||||
| <Heading | |||||
| url='/datasets/{dataset_id}/segments/{segment_id}' | |||||
| method='POST' | |||||
| title='update document segment' | |||||
| name='#update_segment' | |||||
| /> | |||||
| <Row> | |||||
| <Col> | |||||
| ### POST | |||||
| <Properties> | |||||
| <Property name='dataset_id' type='string' key='dataset_id'> | |||||
| Dataset ID | |||||
| </Property> | |||||
| <Property name='segment_id' type='string' key='segment_id'> | |||||
| Document Segment ID | |||||
| </Property> | |||||
| </Properties> | |||||
| ### Request Body | |||||
| <Properties> | |||||
| <Property name='segments' type='object list' key='segments'> | |||||
| - <code>content</code> (text) text content/question content,required | |||||
| - <code>answer</code> (text) Answer content, not required, passed if the data set is in qa mode | |||||
| - <code>keywords</code> (list) keyword, not required | |||||
| - <code>enabled</code> (bool) false/true, not required | |||||
| </Property> | |||||
| </Properties> | |||||
| </Col> | |||||
| <Col sticky> | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| label="/datasets/{dataset_id}/segments/{segment_id}" | |||||
| targetCode={`curl --location --request POST '${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 '{\"segments\": {\"content\": \"1\",\"answer\": \"1\", \"keywords\": [\"a\"], \"enabled\": false}}'`} | |||||
| > | |||||
| ```bash {{ title: 'cURL' }} | |||||
| curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}' \ | |||||
| --header 'Content-Type: application/json' \ | |||||
| --data-raw '{ | |||||
| "segments": { | |||||
| "content": "1", | |||||
| "answer": "1", | |||||
| "keywords": ["a"], | |||||
| "enabled": false | |||||
| } | |||||
| }' | |||||
| ``` | |||||
| </CodeGroup> | |||||
| <CodeGroup title="Response"> | |||||
| ```json {{ title: 'Response' }} | |||||
| { | |||||
| "data": [{ | |||||
| "id": "", | |||||
| "position": 1, | |||||
| "document_id": "", | |||||
| "content": "1", | |||||
| "answer": "1", | |||||
| "word_count": 25, | |||||
| "tokens": 0, | |||||
| "keywords": [ | |||||
| "a" | |||||
| ], | |||||
| "index_node_id": "", | |||||
| "index_node_hash": "", | |||||
| "hit_count": 0, | |||||
| "enabled": true, | |||||
| "disabled_at": null, | |||||
| "disabled_by": null, | |||||
| "status": "completed", | |||||
| "created_by": "", | |||||
| "created_at": 1695312007, | |||||
| "indexing_at": 1695312007, | |||||
| "completed_at": 1695312007, | |||||
| "error": null, | |||||
| "stopped_at": null | |||||
| }], | |||||
| "doc_form": "text_model" | |||||
| } | |||||
| ``` | |||||
| </CodeGroup> | |||||
| </Col> | |||||
| </Row> | |||||
| --- | |||||
| <Row> | <Row> | ||||
| <Col> | <Col> | ||||
| ### Error message | ### Error message |
| targetCode={`curl --location --request POST '${props.apiBaseUrl}/datasets' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json' \\\n--data-raw '{"name": "name"}'`} | targetCode={`curl --location --request POST '${props.apiBaseUrl}/datasets' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json' \\\n--data-raw '{"name": "name"}'`} | ||||
| > | > | ||||
| ```bash {{ title: 'cURL' }} | ```bash {{ title: 'cURL' }} | ||||
| curl --location --request POST 'https://api.dify.ai/v1/datasets' \ | |||||
| curl --location --request POST '${props.apiBaseUrl}/datasets' \ | |||||
| --header 'Authorization: Bearer {api_key}' \ | --header 'Authorization: Bearer {api_key}' \ | ||||
| --header 'Content-Type: application/json' \ | --header 'Content-Type: application/json' \ | ||||
| --data-raw '{ | --data-raw '{ | ||||
| </Properties> | </Properties> | ||||
| </Col> | </Col> | ||||
| <Col sticky> | <Col sticky> | ||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| label="/datasets" | label="/datasets" | ||||
| targetCode={`curl --location --request GET '${props.apiBaseUrl}/datasets?page=1&limit=20' \\\n--header 'Authorization: Bearer {api_key}'`} | targetCode={`curl --location --request GET '${props.apiBaseUrl}/datasets?page=1&limit=20' \\\n--header 'Authorization: Bearer {api_key}'`} | ||||
| > | > | ||||
| ```bash {{ title: 'cURL' }} | ```bash {{ title: 'cURL' }} | ||||
| curl --location --request GET 'https://api.dify.ai/v1/datasets?page=1&limit=20' \ | |||||
| curl --location --request GET '${props.apiBaseUrl}/datasets?page=1&limit=20' \ | |||||
| --header 'Authorization: Bearer {api_key}' | --header 'Authorization: Bearer {api_key}' | ||||
| ``` | ``` | ||||
| </CodeGroup> | </CodeGroup> | ||||
| - <code>rules</code> (object) 自定义规则(自动模式下,该字段为空) | - <code>rules</code> (object) 自定义规则(自动模式下,该字段为空) | ||||
| - <code>pre_processing_rules</code> (array[object]) 预处理规则 | - <code>pre_processing_rules</code> (array[object]) 预处理规则 | ||||
| - <code>id</code> (string) 预处理规则的唯一标识符 | - <code>id</code> (string) 预处理规则的唯一标识符 | ||||
| - 枚举: | |||||
| - 枚举: | |||||
| - <code>remove_extra_spaces</code> 替换连续空格、换行符、制表符 | - <code>remove_extra_spaces</code> 替换连续空格、换行符、制表符 | ||||
| - <code>remove_urls_emails</code> 删除 URL、电子邮件地址 | - <code>remove_urls_emails</code> 删除 URL、电子邮件地址 | ||||
| - <code>enabled</code> (bool) 是否选中该规则,不传入文档 ID 时代表默认值 | - <code>enabled</code> (bool) 是否选中该规则,不传入文档 ID 时代表默认值 | ||||
| </Properties> | </Properties> | ||||
| </Col> | </Col> | ||||
| <Col sticky> | <Col sticky> | ||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| label="/datasets/{dataset_id}/document/create_by_text" | label="/datasets/{dataset_id}/document/create_by_text" | ||||
| targetCode={`curl --location --request POST '${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"}}'`} | targetCode={`curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/create_by_text' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json' \\\n--data-raw '{"name": "text","text": "text","indexing_technique": "high_quality","process_rule": {"mode": "automatic"}}'`} | ||||
| > | > | ||||
| ```bash {{ title: 'cURL' }} | ```bash {{ title: 'cURL' }} | ||||
| curl --location --request POST 'https://api.dify.ai/v1/datasets/{dataset_id}/document/create_by_text' \ | |||||
| curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/create_by_text' \ | |||||
| --header 'Authorization: Bearer {api_key}' \ | --header 'Authorization: Bearer {api_key}' \ | ||||
| --header 'Content-Type: application/json' \ | --header 'Content-Type: application/json' \ | ||||
| --data-raw '{ | --data-raw '{ | ||||
| - <code>rules</code> (object) 自定义规则(自动模式下,该字段为空) | - <code>rules</code> (object) 自定义规则(自动模式下,该字段为空) | ||||
| - <code>pre_processing_rules</code> (array[object]) 预处理规则 | - <code>pre_processing_rules</code> (array[object]) 预处理规则 | ||||
| - <code>id</code> (string) 预处理规则的唯一标识符 | - <code>id</code> (string) 预处理规则的唯一标识符 | ||||
| - 枚举: | |||||
| - 枚举: | |||||
| - <code>remove_extra_spaces</code> 替换连续空格、换行符、制表符 | - <code>remove_extra_spaces</code> 替换连续空格、换行符、制表符 | ||||
| - <code>remove_urls_emails</code> 删除 URL、电子邮件地址 | - <code>remove_urls_emails</code> 删除 URL、电子邮件地址 | ||||
| - <code>enabled</code> (bool) 是否选中该规则,不传入文档 ID 时代表默认值 | - <code>enabled</code> (bool) 是否选中该规则,不传入文档 ID 时代表默认值 | ||||
| </Properties> | </Properties> | ||||
| </Col> | </Col> | ||||
| <Col sticky> | <Col sticky> | ||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| label="/datasets/{dataset_id}/document/create_by_file" | label="/datasets/{dataset_id}/document/create_by_file" | ||||
| targetCode={`curl --location POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/create_by_file' \\\n--header 'Authorization: Bearer {api_key}' \\\n--form 'data="{"name":"Dify","indexing_technique":"high_quality","process_rule":{"rules":{"pre_processing_rules":[{"id":"remove_extra_spaces","enabled":true},{"id":"remove_urls_emails","enabled":true}],"segmentation":{"separator":"###","max_tokens":500}},"mode":"custom"}}";type=text/plain' \\\n--form 'file=@"/path/to/file"'`} | targetCode={`curl --location POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/create_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' }} | ```bash {{ title: 'cURL' }} | ||||
| curl --location POST 'https://api.dify.ai/v1/datasets/{dataset_id}/document/create_by_file' \ | |||||
| curl --location POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/create_by_file' \ | |||||
| --header 'Authorization: Bearer {api_key}' \ | --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 '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"' | --form 'file=@"/path/to/file"' | ||||
| - <code>rules</code> (object) 自定义规则(自动模式下,该字段为空) | - <code>rules</code> (object) 自定义规则(自动模式下,该字段为空) | ||||
| - <code>pre_processing_rules</code> (array[object]) 预处理规则 | - <code>pre_processing_rules</code> (array[object]) 预处理规则 | ||||
| - <code>id</code> (string) 预处理规则的唯一标识符 | - <code>id</code> (string) 预处理规则的唯一标识符 | ||||
| - 枚举: | |||||
| - 枚举: | |||||
| - <code>remove_extra_spaces</code> 替换连续空格、换行符、制表符 | - <code>remove_extra_spaces</code> 替换连续空格、换行符、制表符 | ||||
| - <code>remove_urls_emails</code> 删除 URL、电子邮件地址 | - <code>remove_urls_emails</code> 删除 URL、电子邮件地址 | ||||
| - <code>enabled</code> (bool) 是否选中该规则,不传入文档 ID 时代表默认值 | - <code>enabled</code> (bool) 是否选中该规则,不传入文档 ID 时代表默认值 | ||||
| </Properties> | </Properties> | ||||
| </Col> | </Col> | ||||
| <Col sticky> | <Col sticky> | ||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| label="/datasets/{dataset_id}/documents/{document_id}/update_by_text" | label="/datasets/{dataset_id}/documents/{document_id}/update_by_text" | ||||
| 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"}'`} | targetCode={`curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/update_by_text' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json' \\\n--data-raw '{"name": "name","text": "text"}'`} | ||||
| > | > | ||||
| ```bash {{ title: 'cURL' }} | ```bash {{ title: 'cURL' }} | ||||
| curl --location --request POST 'https://api.dify.ai/v1/datasets/{dataset_id}/documents/{document_id}/update_by_text' \ | |||||
| curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/update_by_text' \ | |||||
| --header 'Authorization: Bearer {api_key}' \ | --header 'Authorization: Bearer {api_key}' \ | ||||
| --header 'Content-Type: application/json' \ | --header 'Content-Type: application/json' \ | ||||
| --data-raw '{ | --data-raw '{ | ||||
| - <code>rules</code> (object) 自定义规则(自动模式下,该字段为空) | - <code>rules</code> (object) 自定义规则(自动模式下,该字段为空) | ||||
| - <code>pre_processing_rules</code> (array[object]) 预处理规则 | - <code>pre_processing_rules</code> (array[object]) 预处理规则 | ||||
| - <code>id</code> (string) 预处理规则的唯一标识符 | - <code>id</code> (string) 预处理规则的唯一标识符 | ||||
| - 枚举: | |||||
| - 枚举: | |||||
| - <code>remove_extra_spaces</code> 替换连续空格、换行符、制表符 | - <code>remove_extra_spaces</code> 替换连续空格、换行符、制表符 | ||||
| - <code>remove_urls_emails</code> 删除 URL、电子邮件地址 | - <code>remove_urls_emails</code> 删除 URL、电子邮件地址 | ||||
| - <code>enabled</code> (bool) 是否选中该规则,不传入文档 ID 时代表默认值 | - <code>enabled</code> (bool) 是否选中该规则,不传入文档 ID 时代表默认值 | ||||
| </Properties> | </Properties> | ||||
| </Col> | </Col> | ||||
| <Col sticky> | <Col sticky> | ||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| label="/datasets/{dataset_id}/documents/{document_id}/update_by_file" | label="/datasets/{dataset_id}/documents/{document_id}/update_by_file" | ||||
| targetCode={`curl --location POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/{document_id}/create_by_file' \\\n--header 'Authorization: Bearer {api_key}' \\\n--form 'data="{"name":"Dify","indexing_technique":"high_quality","process_rule":{"rules":{"pre_processing_rules":[{"id":"remove_extra_spaces","enabled":true},{"id":"remove_urls_emails","enabled":true}],"segmentation":{"separator":"###","max_tokens":500}},"mode":"custom"}}";type=text/plain' \\\n--form 'file=@"/path/to/file"'`} | targetCode={`curl --location POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/{document_id}/create_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' }} | ```bash {{ title: 'cURL' }} | ||||
| curl --location POST 'https://api.dify.ai/v1/datasets/{dataset_id}/document/{document_id}/create_by_file' \ | |||||
| curl --location POST '${props.apiBaseUrl}/datasets/{dataset_id}/document/{document_id}/create_by_file' \ | |||||
| --header 'Authorization: Bearer {api_key}' \ | --header 'Authorization: Bearer {api_key}' \ | ||||
| --form 'data="{\"name\":\"Dify\",\"indexing_technique\":\"high_quality\",\"process_rule\":{\"rules\":{\"pre_processing_rules\":[{\"id\":\"remove_extra_spaces\",\"enabled\":true},{\"id\":\"remove_urls_emails\",\"enabled\":true}],\"segmentation\":{\"separator\":\"###\",\"max_tokens\":500}},\"mode\":\"custom\"}}";type=text/plain' \ | --form 'data="{\"name\":\"Dify\",\"indexing_technique\":\"high_quality\",\"process_rule\":{\"rules\":{\"pre_processing_rules\":[{\"id\":\"remove_extra_spaces\",\"enabled\":true},{\"id\":\"remove_urls_emails\",\"enabled\":true}],\"segmentation\":{\"separator\":\"###\",\"max_tokens\":500}},\"mode\":\"custom\"}}";type=text/plain' \ | ||||
| --form 'file=@"/path/to/file"' | --form 'file=@"/path/to/file"' | ||||
| </Properties> | </Properties> | ||||
| </Col> | </Col> | ||||
| <Col sticky> | <Col sticky> | ||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="GET" | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="GET" | |||||
| label="/datasets/{dataset_id}/batch/{batch}/indexing-status" | label="/datasets/{dataset_id}/batch/{batch}/indexing-status" | ||||
| targetCode={`curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{batch}/indexing-status' \\\n--header 'Authorization: Bearer {api_key}'`} | targetCode={`curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{batch}/indexing-status' \\\n--header 'Authorization: Bearer {api_key}'`} | ||||
| > | > | ||||
| ```bash {{ title: 'cURL' }} | ```bash {{ title: 'cURL' }} | ||||
| curl --location --request GET 'https://api.dify.ai/v1/datasets/{dataset_id}/documents/{batch}/indexing-status' \ | |||||
| curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{batch}/indexing-status' \ | |||||
| --header 'Authorization: Bearer {api_key}' \ | --header 'Authorization: Bearer {api_key}' \ | ||||
| ``` | ``` | ||||
| </CodeGroup> | </CodeGroup> | ||||
| { | { | ||||
| "data":[{ | "data":[{ | ||||
| "id": "", | "id": "", | ||||
| "indexing_status": "indexing", | |||||
| "indexing_status": "indexing", | |||||
| "processing_started_at": 1681623462.0, | "processing_started_at": 1681623462.0, | ||||
| "parsing_completed_at": 1681623462.0, | "parsing_completed_at": 1681623462.0, | ||||
| "cleaning_completed_at": 1681623462.0, | "cleaning_completed_at": 1681623462.0, | ||||
| </Properties> | </Properties> | ||||
| </Col> | </Col> | ||||
| <Col sticky> | <Col sticky> | ||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="DELETE" | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="DELETE" | |||||
| label="/datasets/{dataset_id}/documents/{document_id}" | label="/datasets/{dataset_id}/documents/{document_id}" | ||||
| targetCode={`curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}' \\\n--header 'Authorization: Bearer {api_key}'`} | targetCode={`curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}' \\\n--header 'Authorization: Bearer {api_key}'`} | ||||
| > | > | ||||
| ```bash {{ title: 'cURL' }} | ```bash {{ title: 'cURL' }} | ||||
| curl --location --request DELETE 'https://api.dify.ai/v1/datasets/{dataset_id}/documents/{document_id}' \ | |||||
| curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}' \ | |||||
| --header 'Authorization: Bearer {api_key}' \ | --header 'Authorization: Bearer {api_key}' \ | ||||
| ``` | ``` | ||||
| </CodeGroup> | </CodeGroup> | ||||
| </Properties> | </Properties> | ||||
| </Col> | </Col> | ||||
| <Col sticky> | <Col sticky> | ||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="GET" | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="GET" | |||||
| label="/datasets/{dataset_id}/documents" | label="/datasets/{dataset_id}/documents" | ||||
| targetCode={`curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents' \\\n--header 'Authorization: Bearer {api_key}'`} | targetCode={`curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents' \\\n--header 'Authorization: Bearer {api_key}'`} | ||||
| > | > | ||||
| ```bash {{ title: 'cURL' }} | ```bash {{ title: 'cURL' }} | ||||
| curl --location --request GET 'https://api.dify.ai/v1/datasets/{dataset_id}/documents' \ | |||||
| curl --location --request GET '${props.apiBaseUrl}/datasets/{dataset_id}/documents' \ | |||||
| --header 'Authorization: Bearer {api_key}' \ | --header 'Authorization: Bearer {api_key}' \ | ||||
| ``` | ``` | ||||
| </CodeGroup> | </CodeGroup> | ||||
| </Properties> | </Properties> | ||||
| </Col> | </Col> | ||||
| <Col sticky> | <Col sticky> | ||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| label="/datasets/{dataset_id}/documents/{document_id}/segments" | label="/datasets/{dataset_id}/documents/{document_id}/segments" | ||||
| targetCode={`curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json' \\\n--data-raw '{"segments": [{"content": "1","answer": "1","keywords": ["a"]}]}'`} | targetCode={`curl --location --request POST '${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' }} | ```bash {{ title: 'cURL' }} | ||||
| curl --location --request POST 'https://api.dify.ai/v1/datasets/{dataset_id}/documents/{document_id}/segments' \ | |||||
| curl --location --request POST '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments' \ | |||||
| --header 'Authorization: Bearer {api_key}' \ | --header 'Authorization: Bearer {api_key}' \ | ||||
| --header 'Content-Type: application/json' \ | --header 'Content-Type: application/json' \ | ||||
| --data-raw '{ | --data-raw '{ | ||||
| --- | --- | ||||
| <Heading | |||||
| url='/datasets/{dataset_id}/documents/{document_id}/segments' | |||||
| method='GET' | |||||
| title='查询文档分段' | |||||
| name='#get_segment' | |||||
| /> | |||||
| <Row> | |||||
| <Col> | |||||
| ### Path | |||||
| <Properties> | |||||
| <Property name='dataset_id' type='string' key='dataset_id'> | |||||
| 数据集 ID | |||||
| </Property> | |||||
| <Property name='document_id' type='string' key='document_id'> | |||||
| 文档 ID | |||||
| </Property> | |||||
| </Properties> | |||||
| ### Query | |||||
| <Properties> | |||||
| <Property name='keyword' type='string' key='keyword'> | |||||
| 搜索关键词,可选 | |||||
| </Property> | |||||
| <Property name='status' type='string' key='status'> | |||||
| 搜索状态,completed | |||||
| </Property> | |||||
| </Properties> | |||||
| </Col> | |||||
| <Col sticky> | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="GET" | |||||
| label="/datasets/{dataset_id}/documents/{document_id}/segments" | |||||
| targetCode={`curl --location --request GET '${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 '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments' \ | |||||
| --header 'Authorization: Bearer {api_key}' \ | |||||
| --header 'Content-Type: application/json' | |||||
| ``` | |||||
| </CodeGroup> | |||||
| <CodeGroup title="Response"> | |||||
| ```json {{ title: 'Response' }} | |||||
| { | |||||
| "data": [{ | |||||
| "id": "", | |||||
| "position": 1, | |||||
| "document_id": "", | |||||
| "content": "1", | |||||
| "answer": "1", | |||||
| "word_count": 25, | |||||
| "tokens": 0, | |||||
| "keywords": [ | |||||
| "a" | |||||
| ], | |||||
| "index_node_id": "", | |||||
| "index_node_hash": "", | |||||
| "hit_count": 0, | |||||
| "enabled": true, | |||||
| "disabled_at": null, | |||||
| "disabled_by": null, | |||||
| "status": "completed", | |||||
| "created_by": "", | |||||
| "created_at": 1695312007, | |||||
| "indexing_at": 1695312007, | |||||
| "completed_at": 1695312007, | |||||
| "error": null, | |||||
| "stopped_at": null | |||||
| }], | |||||
| "doc_form": "text_model" | |||||
| } | |||||
| ``` | |||||
| </CodeGroup> | |||||
| </Col> | |||||
| </Row> | |||||
| --- | |||||
| <Heading | |||||
| url='/datasets/{dataset_id}/segments/{segment_id}' | |||||
| method='DELETE' | |||||
| title='删除文档分段' | |||||
| name='#delete_segment' | |||||
| /> | |||||
| <Row> | |||||
| <Col> | |||||
| ### Path | |||||
| <Properties> | |||||
| <Property name='dataset_id' type='string' key='dataset_id'> | |||||
| 数据集 ID | |||||
| </Property> | |||||
| <Property name='segment_id' type='string' key='segment_id'> | |||||
| 文档分段ID | |||||
| </Property> | |||||
| </Properties> | |||||
| </Col> | |||||
| <Col sticky> | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="DELETE" | |||||
| label="/datasets/{dataset_id}/segments/{segment_id}" | |||||
| targetCode={`curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}' \\\n--header 'Authorization: Bearer {api_key}' \\\n--header 'Content-Type: application/json'`} | |||||
| > | |||||
| ```bash {{ title: 'cURL' }} | |||||
| curl --location --request DELETE '${props.apiBaseUrl}/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}' \ | |||||
| --header 'Authorization: Bearer {api_key}' \ | |||||
| --header 'Content-Type: application/json' | |||||
| ``` | |||||
| </CodeGroup> | |||||
| <CodeGroup title="Response"> | |||||
| ```json {{ title: 'Response' }} | |||||
| { | |||||
| "result": "success" | |||||
| } | |||||
| ``` | |||||
| </CodeGroup> | |||||
| </Col> | |||||
| </Row> | |||||
| --- | |||||
| <Heading | |||||
| url='/datasets/{dataset_id}/segments/{segment_id}' | |||||
| method='POST' | |||||
| title='更新文档分段' | |||||
| name='#update_segment' | |||||
| /> | |||||
| <Row> | |||||
| <Col> | |||||
| ### POST | |||||
| <Properties> | |||||
| <Property name='dataset_id' type='string' key='dataset_id'> | |||||
| 数据集 ID | |||||
| </Property> | |||||
| <Property name='segment_id' type='string' key='segment_id'> | |||||
| 文档分段ID | |||||
| </Property> | |||||
| </Properties> | |||||
| ### Request Body | |||||
| <Properties> | |||||
| <Property name='segments' type='object list' key='segments'> | |||||
| - <code>content</code> (text) 文本内容/问题内容,必填 | |||||
| - <code>answer</code> (text) 答案内容,非必填,如果数据集的模式为qa模式则传值 | |||||
| - <code>keywords</code> (list) 关键字,非必填 | |||||
| - <code>enabled</code> (bool) false/true,非必填 | |||||
| </Property> | |||||
| </Properties> | |||||
| </Col> | |||||
| <Col sticky> | |||||
| <CodeGroup | |||||
| title="Request" | |||||
| tag="POST" | |||||
| label="/datasets/{dataset_id}/segments/{segment_id}" | |||||
| targetCode={`curl --location --request POST '${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 '{\"segments\": {\"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 'Authorization: Bearer {api_key}' \ | |||||
| --header 'Content-Type: application/json' \ | |||||
| --data-raw '{ | |||||
| "segments": { | |||||
| "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> | |||||
| --- | |||||
| <Row> | <Row> | ||||
| <Col> | <Col> | ||||
| ### 错误信息 | ### 错误信息 |