The authentication and invocation methods for the Knowledge Base API are consistent with the Application Service API. However, a single Knowledge Base API token generated has the authority to operate on all visible knowledge bases under the same account. Please pay attention to data security.
Advantages of Utilizing Knowledge Base API
Leveraging the API for knowledge base maintenance significantly enhances data processing efficiency. It enables seamless data synchronization via command-line interfaces, facilitating automated operations instead of manipulating the user interface.
Key advantages include:
Automated Synchronization: Enables seamless integration between data systems and the Dify knowledge base, fostering efficient workflow construction.
Comprehensive Management: Offers functionalities such as knowledge base listing, document enumeration, and detailed querying, facilitating the development of custom data management interfaces.
Flexible Content Ingestion: Accommodates both plain text and file upload methodologies, supporting batch operations for addition and modification of content chunks.
Enhanced Productivity: Minimizes manual data handling requirements, thereby optimizing the overall user experience on the Dify platform.
How to Use
Navigate to the knowledge base page, and you can switch to the API ACCESS page from the left navigation. On this page, you can view the dataset API documentation provided by Dify and manage the credentials for accessing the dataset API in API Keys .
API Requesting Examples
Create a document from text
This api is based on an existing Knowledge and creates a new document through text based on this Knowledge.
Request example:
Copy curl --location --request POST 'https: //api.dify.ai/v1/datasets/{dataset_id}/document/create_by_text' \
--header 'Authorization: Bearer {api_key}' \
--header 'Content-Type: application/json' \
--data-raw '{ "name" : "text" , "text" : "text" , "indexing_technique" : "high_quality" , "process_rule" : { "mode" : "automatic" }}' Response example:
Copy {
"document" : {
"id" : "" ,
"position" : 1 ,
"data_source_type" : "upload_file" ,
"data_source_info" : {
"upload_file_id" : ""
} ,
"dataset_process_rule_id" : "" ,
"name" : "text.txt" ,
"created_from" : "api" ,
"created_by" : "" ,
"created_at" : 1695690280 ,
"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" : ""
} Create a Document from Text
This API is based on an existing knowledge and creates a new document through text based on this knowledge.
Copy curl --location --request POST 'https://api.dify.ai/v1/datasets/{dataset_id}/document/create-by-text' \
--header 'Authorization: Bearer {api_key}' \
--header 'Content-Type: application/json' \
--data-raw '{"name": "text","text": "text","indexing_technique": "high_quality","process_rule": {"mode": "automatic"}}'
Copy {
"document" : {
"id" : "" ,
"position" : 1,
"data_source_type" : "upload_file" ,
"data_source_info" : {
"upload_file_id" : ""
},
"dataset_process_rule_id" : "" ,
"name" : "text.txt" ,
"created_from" : "api" ,
"created_by" : "" ,
"created_at" : 1695690280,
"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" : ""
} Create documents from a file
This api is based on an existing Knowledge and creates a new document through a file based on this Knowledge.
Request example:
Copy curl --location --request POST 'https: //api.dify.ai/v1/datasets/{dataset_id}/document/create_by_file' \
--header 'Authorization: Bearer {api_key}' \
--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' \
--form 'file=@ "/path/to/file" ' Response example:
Copy {
"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" : ""
}
Create an empty Knowledge base
Only used to create an empty knowledge base.
Request example:
Copy curl --location --request POST 'https://api.dify.ai/v1/datasets' \
--header 'Authorization: Bearer {api_key}' \
--header 'Content-Type: application/json' \
--data-raw '{"name": "name", "permission": "only_me"}' Response example:
Copy {
"id" : "" ,
"name" : "name" ,
"description" : null ,
"provider" : "vendor" ,
"permission" : "only_me" ,
"data_source_type" : null ,
"indexing_technique" : null ,
"app_count" : 0 ,
"document_count" : 0 ,
"word_count" : 0 ,
"created_by" : "" ,
"created_at" : 1695636173 ,
"updated_by" : "" ,
"updated_at" : 1695636173 ,
"embedding_model" : null ,
"embedding_model_provider" : null ,
"embedding_available" : null
} Get a knowledge base list
Request example:
Copy curl --location --request GET 'https://api.dify.ai/v1/datasets?page=1&limit=20' \
--header 'Authorization: Bearer {api_key}' Response example:
Copy {
"data" : [
{
"id" : "" ,
"name" : "name" ,
"description" : "desc" ,
"permission" : "only_me" ,
"data_source_type" : "upload_file" ,
"indexing_technique" : "" ,
"app_count" : 2 ,
"document_count" : 10 ,
"word_count" : 1200 ,
"created_by" : "" ,
"created_at" : "" ,
"updated_by" : "" ,
"updated_at" : ""
} ,
...
] ,
"has_more" : true ,
"limit" : 20 ,
"total" : 50 ,
"page" : 1
} Delete a knowledge base
Request example:
Copy curl --location --request DELETE 'https: //api.dify.ai/v1/datasets/{dataset_id}' \
--header 'Authorization: Bearer {api_key}' Response example:
Update document via text
This api is based on an existing Knowledge and updates the document through text based on this Knowledge
Request example:
Copy curl --location --request POST 'https://api.dify.ai/v1/datasets/{dataset_id}/documents/{document_id}/update_by_text' \
--header 'Authorization: Bearer {api_key}' \
--header 'Content-Type: application/json' \
--data-raw '{"name": "name","text": "text"}' Response example:
Copy {
"document" : {
"id" : "" ,
"position" : 1 ,
"data_source_type" : "upload_file" ,
"data_source_info" : {
"upload_file_id" : ""
} ,
"dataset_process_rule_id" : "" ,
"name" : "name.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" : ""
} Update a document with a file
This api is based on an existing Knowledge, and updates documents through files based on this Knowledge.
Request example:
Copy curl --location --request POST 'https://api.dify.ai/v1/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"' Response example:
Copy {
"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"
} Get document embedding status (progress)
Request example:
Copy curl --location --request GET 'https://api.dify.ai/v1/datasets/{dataset_id}/documents/{batch}/indexing-status' \
--header 'Authorization: Bearer {api_key}' Response example:
Copy {
"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
}]
} Delete a document
Request example:
Copy curl --location --request DELETE 'https://api.dify.ai/v1/datasets/{dataset_id}/documents/{document_id}' \
--header 'Authorization: Bearer {api_key}' Response example:
Copy {
"result" : "success"
} Get the document list of a knowledge base
Request example:
Copy curl --location --request GET 'https://api.dify.ai/v1/datasets/{dataset_id}/documents' \
--header 'Authorization: Bearer {api_key}' Response example:
Copy {
"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
} Add chunks to a document
Request example:
Copy curl --location --request POST 'https://api.dify.ai/v1/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"]}]}' Response example:
Copy {
"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"
}
Get chunks from a document
Request example:
Copy curl --location --request GET 'https://api.dify.ai/v1/datasets/{dataset_id}/documents/{document_id}/segments' \
--header 'Authorization: Bearer {api_key}' \
--header 'Content-Type: application/json' Response example:
Copy {
"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"
} Delete a chunk in a document
Request example:
Copy curl --location --request DELETE 'https://api.dify.ai/v1/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}' \
--header 'Authorization: Bearer {api_key}' \
--header 'Content-Type: application/json' Response example:
Copy {
"result" : "success"
} Update a chunk in a document
Request example:
Copy curl --location --request POST 'https://api.dify.ai/v1/datasets/{dataset_id}/documents/{document_id}/segments/{segment_id}' \
--header 'Authorization: Bearer {api_key}' \
--header 'Content-Type: application/json' \
--data-raw '{"segment": {"content": "1","answer": "1", "keywords": ["a"], "enabled": false}}' Response example:
Copy {
"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"
} Retrieve Chunks from a Knowledge Base
Request example:
Copy curl --location --request GET 'https://api.dify.ai/v1/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": 1,
"score_threshold_enabled": false,
"score_threshold": null
}
}' Response example:
Copy {
"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
}
]
} Error message
Response example:
Copy {
"code" : "no_file_uploaded" ,
"message" : "Please upload your file." ,
"status" : 400
}
