HTTP API Reference

Create dataset

POST /api/v1/dataset

Creates a dataset.

Request

Method: POST
URL: http://{address}/api/v1/dataset
Headers:
- content-Type: application/json
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’
Body:
- "id": string
- "name": string
- "avatar": string
- "tenant_id": string
- "description": string
- "language": string
- "embedding_model": string
- "permission": string
- "document_count": integer
- "chunk_count": integer
- "parse_method": string
- "parser_config": Dataset.ParserConfig

Request example

# "id": id must not be provided.
# "name": name is required and can't be duplicated.
# "tenant_id": tenant_id must not be provided.
# "embedding_model": embedding_model must not be provided.
# "navie" means general.
curl --request POST \
  --url http://{address}/api/v1/dataset \
  --header 'Content-Type: application/json' \
  --header 'Authorization: Bearer {YOUR_ACCESS_TOKEN}' \
  --data '{
  "name": "test",
  "chunk_count": 0,
  "document_count": 0,
  "parse_method": "naive"
}'

Request parameters

"id": (Body parameter)
The ID of the created dataset used to uniquely identify different datasets.
- If creating a dataset, id must not be provided.
"name": (Body parameter)
The name of the dataset, which must adhere to the following requirements:
- Required when creating a dataset and must be unique.
- If updating a dataset, name must still be unique.
"avatar": (Body parameter)
Base64 encoding of the avatar.
"tenant_id": (Body parameter)
The ID of the tenant associated with the dataset, used to link it with specific users.
- If creating a dataset, tenant_id must not be provided.
- If updating a dataset, tenant_id cannot be changed.
"description": (Body parameter)
The description of the dataset.
"language": (Body parameter)
The language setting for the dataset.
"embedding_model": (Body parameter)
Embedding model used in the dataset to generate vector embeddings.
- If creating a dataset, embedding_model must not be provided.
- If updating a dataset, embedding_model cannot be changed.
"permission": (Body parameter)
Specifies who can manipulate the dataset.
"document_count": (Body parameter)
Document count of the dataset.
- If updating a dataset, document_count cannot be changed.
"chunk_count": (Body parameter)
Chunk count of the dataset.
- If updating a dataset, chunk_count cannot be changed.
"parse_method": (Body parameter)
Parsing method of the dataset.
- If updating parse_method, chunk_count must be greater than 0.
"parser_config": (Body parameter)
The configuration settings for the dataset parser.

Response

The successful response includes a JSON object like the following:

{
    "code": 0,
    "data": {
        "avatar": null,
        "chunk_count": 0,
        "create_date": "Thu, 10 Oct 2024 05:57:37 GMT",
        "create_time": 1728539857641,
        "created_by": "69736c5e723611efb51b0242ac120007",
        "description": null,
        "document_count": 0,
        "embedding_model": "BAAI/bge-large-zh-v1.5",
        "id": "8d73076886cc11ef8c270242ac120006",
        "language": "English",
        "name": "test_1",
        "parse_method": "naive",
        "parser_config": {
            "pages": [
                [
                    1,
                    1000000
                ]
            ]
        },
        "permission": "me",
        "similarity_threshold": 0.2,
        "status": "1",
        "tenant_id": "69736c5e723611efb51b0242ac120007",
        "token_num": 0,
        "update_date": "Thu, 10 Oct 2024 05:57:37 GMT",
        "update_time": 1728539857641,
        "vector_similarity_weight": 0.3
    }
}

"error_code": integer
0: The operation succeeds.

The error response includes a JSON object like the following:

{
    "code": 102,
    "message": "Duplicated knowledgebase name in creating dataset."
}

Delete dataset

DELETE /api/v1/dataset

Deletes datasets by ids or names.

Request

Method: DELETE
URL: http://{address}/api/v1/dataset
Headers:
- content-Type: application/json
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’
- Body:
- "names": List[string]
- "ids": List[string]

Request example

# Either id or name must be provided, but not both.
curl --request DELETE \
  --url http://{address}/api/v1/dataset \
  --header 'Content-Type: application/json' \
  --header 'Authorization: Bearer {YOUR_ACCESS_TOKEN}' \
  --data '{
  "names": ["test_1", "test_2"]
  }'

Request parameters

"names": (Body parameter) Dataset names to delete.
"ids": (Body parameter) Dataset IDs to delete.

"names" and "ids" are exclusive.

Response

The successful response includes a JSON object like the following:

{
    "code": 0 
}

"error_code": integer
0: The operation succeeds.

The error response includes a JSON object like the following:

{
    "code": 102,
    "message": "You don't own the dataset."
}

Update dataset

PUT /api/v1/dataset/{dataset_id}

Updates a dataset by its id.

Request

Method: PUT
URL: http://{address}/api/v1/dataset/{dataset_id}
Headers:
- content-Type: application/json
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’
- Body: (Refer to the “Create Dataset” for the complete structure of the request body.)

Request example

# "id":  id is required.
# "name": If you update name, it can't be duplicated.
# "tenant_id": If you update tenant_id, it can't be changed
# "embedding_model": If you update embedding_model, it can't be changed.
# "chunk_count": If you update chunk_count, it can't be changed.
# "document_count": If you update document_count, it can't be changed.
# "parse_method": If you update parse_method, chunk_count must be 0. 
# "navie" means general.
curl --request PUT \
  --url http://{address}/api/v1/dataset/{dataset_id} \
  --header 'Content-Type: application/json' \
  --header 'Authorization: Bearer {YOUR_ACCESS_TOKEN}' \
  --data '{
  "name": "test",
  "tenant_id": "4fb0cd625f9311efba4a0242ac120006",
  "embedding_model": "BAAI/bge-zh-v1.5",
  "chunk_count": 0,
  "document_count": 0,
  "parse_method": "navie"
}'

Request parameters

(Refer to the “Create Dataset” for the complete structure of the request parameters.)

Response

The successful response includes a JSON object like the following:

{
    "code": 0 
}

"error_code": integer
0: The operation succeeds.

The error response includes a JSON object like the following:

{
    "code": 102,
    "message": "Can't change tenant_id."
}

List datasets

GET /api/v1/dataset?page={page}&page_size={page_size}&orderby={orderby}&desc={desc}&name={dataset_name}&id={dataset_id}

List all datasets

Request

Method: GET
URL: http://{address}/api/v1/dataset?page={page}&page_size={page_size}&orderby={orderby}&desc={desc}&name={dataset_name}&id={dataset_id}
Headers:
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’

Request example

# If no page parameter is passed, the default is 1
# If no page_size parameter is passed, the default is 1024
# If no order_by parameter is passed, the default is "create_time"
# If no desc parameter is passed, the default is True
curl --request GET \
  --url http://{address}/api/v1/dataset?page={page}&page_size={page_size}&orderby={orderby}&desc={desc}&name={dataset_name}&id={dataset_id} \
  --header 'Authorization: Bearer {YOUR_ACCESS_TOKEN}'

Request parameters

path: (Path parameter) The current page number to retrieve from the paginated data. This parameter determines which set of records will be fetched.
path_size: (Path parameter) The number of records to retrieve per page. This controls how many records will be included in each page.
orderby: (Path parameter) The field by which the records should be sorted. This specifies the attribute or column used to order the results.
desc: (Path parameter) A boolean flag indicating whether the sorting should be in descending order.
name: (Path parameter) Dataset name
- "id": (Path parameter)
The ID of the dataset to be retrieved.
"name": (Path parameter)
The name of the dataset to be retrieved.

Response

The successful response includes a JSON object like the following:

{
    "code": 0,
    "data": [
        {
            "avatar": "",
            "chunk_count": 59,
            "create_date": "Sat, 14 Sep 2024 01:12:37 GMT",
            "create_time": 1726276357324,
            "created_by": "69736c5e723611efb51b0242ac120007",
            "description": null,
            "document_count": 1,
            "embedding_model": "BAAI/bge-large-zh-v1.5",
            "id": "6e211ee0723611efa10a0242ac120007",
            "language": "English",
            "name": "mysql",
            "parse_method": "knowledge_graph",
            "parser_config": {
                "chunk_token_num": 8192,
                "delimiter": "\\n!?;。；！？",
                "entity_types": [
                    "organization",
                    "person",
                    "location",
                    "event",
                    "time"
                ]
            },
            "permission": "me",
            "similarity_threshold": 0.2,
            "status": "1",
            "tenant_id": "69736c5e723611efb51b0242ac120007",
            "token_num": 12744,
            "update_date": "Thu, 10 Oct 2024 04:07:23 GMT",
            "update_time": 1728533243536,
            "vector_similarity_weight": 0.3
        }
    ]
}

The error response includes a JSON object like the following:

{
    "code": 102,
    "message": "The dataset doesn't exist"
}

Upload files to a dataset

POST /api/v1/dataset/{dataset_id}/document

Uploads files to a dataset.

Request

Method: POST
URL: /api/v1/dataset/{dataset_id}/document
Headers:
- ‘Content-Type: multipart/form-data’
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’
Form:
- ‘file=@{FILE_PATH}’

Request example

curl --request POST \
     --url http://{address}/api/v1/dataset/{dataset_id}/document \
     --header 'Content-Type: multipart/form-data' \
     --header 'Authorization: Bearer {YOUR_ACCESS_TOKEN}' \
     --form 'file=@test.txt'

Request parameters

"dataset_id": (Path parameter) The dataset id
"file": (Body parameter)
The file to upload

Response

The successful response includes a JSON object like the following:

{
    "code": 0 
}

"error_code": integer
0: The operation succeeds.

The error response includes a JSON object like the following:

{
    "code": 3016,
    "message": "Can't connect database"
}

Download a file from a dataset

GET /api/v1/dataset/{dataset_id}/document/{document_id}

Downloads files from a dataset.

Request

Method: GET
URL: /api/v1/dataset/{dataset_id}/document/{document_id}
Headers:
- content-Type: application/json
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’
Output:
- ’{FILE_NAME}’
  
  Request example

curl --request GET \
     --url http://{address}/api/v1/dataset/{dataset_id}/document/{documents_id} \
     --header 'Content-Type: application/json' \
     --header 'Authorization: Bearer {YOUR_ACCESS_TOKEN}'
     --output '{FILE_NAME}'

Request parameters

"dataset_id": (PATH parameter) The dataset id
"documents_id": (PATH parameter)
The document id of the file.

Response

The successful response includes a JSON object like the following:

{
    "code": 0 
}

"error_code": integer
0: The operation succeeds.

The error response includes a JSON object like the following:

{
    "code": 3016,
    "message": "Can't connect database"
}

List files of a dataset

GET /api/v1/dataset/{dataset_id}/info?keywords={keyword}&page={page}&page_size={limit}&orderby={orderby}&desc={desc}&name={name}

List files to a dataset.

Request

Method: GET
URL: /api/v1/dataset/{dataset_id}/info?keywords={keyword}&page={page}&page_size={limit}&orderby={orderby}&desc={desc}&name={name
Headers:
- content-Type: application/json
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’

Request example

curl --request GET \
     --url http://{address}/api/v1/dataset/{dataset_id}/info?keywords=rag&page=0&page_size=10&orderby=create_time&desc=yes \
     --header 'Content-Type: application/json' \
     --header 'Authorization: Bearer {YOUR_ACCESS_TOKEN}'

Request parameters

"dataset_id": (PATH parameter) The dataset id
keywords: (Filter parameter) The keywords matches the search key workds;
page: (Filter parameter) The current page number to retrieve from the paginated data. This parameter determines which set of records will be fetched.
page_size: (Filter parameter) The number of records to retrieve per page. This controls how many records will be included in each page.
orderby: (Filter parameter) The field by which the records should be sorted. This specifies the attribute or column used to order the results.
desc: (Filter parameter) A boolean flag indicating whether the sorting should be in descending order.
name: (Filter parameter) File name.

Response

The successful response includes a JSON object like the following:

{
    "code": 0,
    "data": {
        "docs": [
            {
                "chunk_count": 0,
                "create_date": "Wed, 18 Sep 2024 08:20:49 GMT",
                "create_time": 1726647649379,
                "created_by": "134408906b6811efbcd20242ac120005",
                "id": "e970a94a759611efae5b0242ac120004",
                "knowledgebase_id": "e95f574e759611efbc850242ac120004",
                "location": "Test Document222.txt",
                "name": "Test Document222.txt",
                "parser_config": {
                    "chunk_token_count": 128,
                    "delimiter": "\n!?。；！？",
                    "layout_recognize": true,
                    "task_page_size": 12
                },
                "parser_method": "naive",
                "process_begin_at": null,
                "process_duation": 0.0,
                "progress": 0.0,
                "progress_msg": "",
                "run": "0",
                "size": 46,
                "source_type": "local",
                "status": "1",
                "thumbnail": null,
                "token_count": 0,
                "type": "doc",
                "update_date": "Wed, 18 Sep 2024 08:20:49 GMT",
                "update_time": 1726647649379
            },
            {
                "chunk_count": 0,
                "create_date": "Wed, 18 Sep 2024 08:20:49 GMT",
                "create_time": 1726647649340,
                "created_by": "134408906b6811efbcd20242ac120005",
                "id": "e96aad9c759611ef9ab60242ac120004",
                "knowledgebase_id": "e95f574e759611efbc850242ac120004",
                "location": "Test Document111.txt",
                "name": "Test Document111.txt",
                "parser_config": {
                    "chunk_token_count": 128,
                    "delimiter": "\n!?。；！？",
                    "layout_recognize": true,
                    "task_page_size": 12
                },
                "parser_method": "naive",
                "process_begin_at": null,
                "process_duation": 0.0,
                "progress": 0.0,
                "progress_msg": "",
                "run": "0",
                "size": 46,
                "source_type": "local",
                "status": "1",
                "thumbnail": null,
                "token_count": 0,
                "type": "doc",
                "update_date": "Wed, 18 Sep 2024 08:20:49 GMT",
                "update_time": 1726647649340
            }
        ],
        "total": 2
    },
}

"error_code": integer
0: The operation succeeds.

The error response includes a JSON object like the following:

{
    "code": 3016,
    "message": "Can't connect database"
}

Update a file information in dataset

PUT /api/v1/dataset/{dataset_id}/info/{document_id}

Update a file in a dataset

Request

Method: PUT
URL: /api/v1/dataset/{dataset_id}/document
Headers:
- content-Type: application/json
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’

Request example

curl --request PUT \
     --url http://{address}/api/v1/dataset/{dataset_id}/info/{document_id} \
     --header 'Content-Type: application/json' \
     --header 'Authorization: Bearer {YOUR_ACCESS_TOKEN}'
     --raw '{
         "document_id": "f6b170ac758811efa0660242ac120004", 
         "document_name": "manual.txt", 
         "thumbnail": null, 
         "knowledgebase_id": "779333c0758611ef910f0242ac120004", 
         "parser_method": "manual", 
         "parser_config": {"chunk_token_count": 128, "delimiter": "\n!?。；！？", "layout_recognize": true, "task_page_size": 12}, 
         "source_type": "local", "type": "doc", 
         "created_by": "134408906b6811efbcd20242ac120005", 
         "size": 0, "token_count": 0, "chunk_count": 0, 
         "progress": 0.0, 
         "progress_msg": "", 
         "process_begin_at": null, 
         "process_duration": 0.0
     }'

Request parameters

"document_id": (Body parameter)
"document_name": (Body parameter)

Response

The successful response includes a JSON object like the following:

{
    "code": 0
}

The error response includes a JSON object like the following:

{
    "code": 3016,
    "message": "Can't connect database"
}

Parse files in dataset

POST /api/v1/dataset/{dataset_id}/chunk

Parse files into chunks in a dataset

Request

Method: POST
URL: /api/v1/dataset/{dataset_id}/chunk
Headers:
- content-Type: application/json
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’

Request example

curl --request POST \
     --url http://{address}/api/v1/dataset/{dataset_id}/chunk \
     --header 'Content-Type: application/json' \
     --header 'Authorization: Bearer {YOUR_ACCESS_TOKEN}'
     --raw '{
         "documents": ["f6b170ac758811efa0660242ac120004", "97ad64b6759811ef9fc30242ac120004"]
     }'

Request parameters

"dataset_id": (Path parameter)
"documents": (Body parameter)
- Documents to parse

Response

The successful response includes a JSON object like the following:

{
    "code": 0
}

The error response includes a JSON object like the following:

{
    "code": 3016,
    "message": "Can't connect database"
}

Stop file parsing

DELETE /api/v1/dataset/{dataset_id}/chunk

Stop file parsing

Request

Method: POST
URL: /api/v1/dataset/{dataset_id}/chunk
Headers:
- content-Type: application/json
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’

Request example

curl --request DELETE \
     --url http://{address}/api/v1/dataset/{dataset_id}/chunk \
     --header 'Content-Type: application/json' \
     --header 'Authorization: Bearer {YOUR_ACCESS_TOKEN}'
     --raw '{
         "documents": ["f6b170ac758811efa0660242ac120004", "97ad64b6759811ef9fc30242ac120004"]
     }'

Request parameters

"dataset_id": (Path parameter)
"documents": (Body parameter)
- Documents to stop parsing

Response

The successful response includes a JSON object like the following:

{
    "code": 0
}

The error response includes a JSON object like the following:

{
    "code": 3016,
    "message": "Can't connect database"
}

Get document chunk list

GET /api/v1/dataset/{dataset_id}/document/{document_id}/chunk

Get document chunk list

Request

Method: GET
URL: /api/v1/dataset/{dataset_id}/document/{document_id}/chunk
Headers:
- content-Type: application/json
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’

Request example

curl --request GET \
     --url http://{address}/api/v1/dataset/{dataset_id}/document/{document_id}/chunk \
     --header 'Content-Type: application/json' \
     --header 'Authorization: Bearer {YOUR_ACCESS_TOKEN}'

Request parameters

"dataset_id": (Path parameter)
"document_id": (Path parameter)

Response

The successful response includes a JSON object like the following:

{
    "code": 0
    "data": {
        "chunks": [
            {
                "available_int": 1,
                "content": "<em>advantag</em>of ragflow increas accuraci and relev:by incorpor retriev inform , ragflow can gener respons that are more accur",
                "document_keyword": "ragflow_test.txt",
                "document_id": "77df9ef4759a11ef8bdd0242ac120004",
                "id": "4ab8c77cfac1a829c8d5ed022a0808c0",
                "image_id": "",
                "important_keywords": [],
                "positions": [
                    ""
                ]
            }
        ],
        "doc": {
            "chunk_count": 5,
            "create_date": "Wed, 18 Sep 2024 08:46:16 GMT",
            "create_time": 1726649176833,
            "created_by": "134408906b6811efbcd20242ac120005",
            "id": "77df9ef4759a11ef8bdd0242ac120004",
            "knowledgebase_id": "77d9d24e759a11ef880c0242ac120004",
            "location": "ragflow_test.txt",
            "name": "ragflow_test.txt",
            "parser_config": {
                "chunk_token_count": 128,
                "delimiter": "\n!?。；！？",
                "layout_recognize": true,
                "task_page_size": 12
            },
            "parser_method": "naive",
            "process_begin_at": "Wed, 18 Sep 2024 08:46:16 GMT",
            "process_duation": 7.3213,
            "progress": 1.0,
            "progress_msg": "\nTask has been received.\nStart to parse.\nFinish parsing.\nFinished slicing files(5). Start to embedding the content.\nFinished embedding(6.16)! Start to build index!\nDone!",
            "run": "3",
            "size": 4209,
            "source_type": "local",
            "status": "1",
            "thumbnail": null,
            "token_count": 746,
            "type": "doc",
            "update_date": "Wed, 18 Sep 2024 08:46:23 GMT",
            "update_time": 1726649183321
        },
        "total": 1
    },
}

The error response includes a JSON object like the following:

{
    "code": 3016,
    "message": "Can't connect database"
}

Delete document chunks

DELETE /api/v1/dataset/{dataset_id}/document/{document_id}/chunk

Delete document chunks

Request

Method: DELETE
URL: /api/v1/dataset/{dataset_id}/document/{document_id}/chunk
Headers:
- content-Type: application/json
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’

Request example

curl --request DELETE \
     --url http://{address}/api/v1/dataset/{dataset_id}/document/{document_id}/chunk \
     --header 'Content-Type: application/json' \
     --header 'Authorization: Bearer {YOUR_ACCESS_TOKEN}'
     --raw '{
         "chunks": ["f6b170ac758811efa0660242ac120004", "97ad64b6759811ef9fc30242ac120004"]
     }'

Update document chunk

PUT /api/v1/dataset/{dataset_id}/document/{document_id}/chunk

Update document chunk

Request

Method: PUT
URL: /api/v1/dataset/{dataset_id}/document/{document_id}/chunk
Headers:
- content-Type: application/json
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’

Request example

curl --request PUT \
     --url http://{address}/api/v1/dataset/{dataset_id}/document/{document_id}/chunk \
     --header 'Content-Type: application/json' \
     --header 'Authorization: Bearer {YOUR_ACCESS_TOKEN}'
     --raw '{
        "chunk_id": "d87fb0b7212c15c18d0831677552d7de",  
        "knowledgebase_id": null,  
        "name": "",  
        "content": "ragflow123",  
        "important_keywords": [],   
        "document_id": "e6bbba92759511efaa900242ac120004",  
        "status": "1" 
     }'

Insert document chunks

POST /api/v1/dataset/{dataset_id}/document/{document_id}/chunk

Insert document chunks

Request

Method: POST
URL: /api/v1/dataset/{dataset_id}/document/{document_id}/chunk
Headers:
- content-Type: application/json
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’

Request example

curl --request POST \
     --url http://{address}/api/v1/dataset/{dataset_id}/document/{document_id}/chunk \
     --header 'Content-Type: application/json' \
     --header 'Authorization: Bearer {YOUR_ACCESS_TOKEN}'
     --raw '{
         "document_id": "97ad64b6759811ef9fc30242ac120004",
         "content": ["ragflow content", "ragflow content"]
     }'

Dataset retrieval test

GET /api/v1/dataset/{dataset_id}/retrieval

Retrieval test of a dataset

Request

Method: GET
URL: /api/v1/dataset/{dataset_id}/retrieval
Headers:
- content-Type: application/json
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’

Request example

curl --request GET \
     --url http://{address}/api/v1/dataset/{dataset_id}/retrieval \
     --header 'Content-Type: application/json' \
     --header 'Authorization: Bearer {YOUR_ACCESS_TOKEN}'
     --raw '{
         "query_text": "This is a cat."
     }'

Create chat

POST /api/v1/chat

Create a chat

Request

Method: POST
URL: /api/v1/chat
Headers:
- content-Type: application/json
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’

Request example

curl --request POST \
     --url http://{address}/api/v1/chat \
     --header 'Content-Type: application/json' \
     --header 'Authorization: Bearer {YOUR_ACCESS_TOKEN}'
     --data-binary '{
     "avatar": "path",
     "create_date": "Wed, 04 Sep 2024 10:08:01 GMT",
     "create_time": 1725444481128,
     "description": "A helpful Assistant",
     "do_refer": "",
     "knowledgebases": [
       {
         "avatar": null,
         "chunk_count": 0,
         "description": null,
         "document_count": 0,
         "embedding_model": "",
         "id": "d6d0e8e868cd11ef92250242ac120006",
         "language": "English",
         "name": "Test_assistant",
         "parse_method": "naive",
         "parser_config": {
           "pages": [
             [
               1,
               1000000
             ]
           ]
         },
         "permission": "me",
         "tenant_id": "4fb0cd625f9311efba4a0242ac120006"
       }
     ],
     "language": "English",
     "llm": {
       "frequency_penalty": 0.7,
       "max_tokens": 512,
       "model_name": "deepseek-chat",
       "presence_penalty": 0.4,
       "temperature": 0.1,
       "top_p": 0.3
     },
     "name": "Miss R",
     "prompt": {
       "empty_response": "Sorry! Can't find the context!",
       "keywords_similarity_weight": 0.7,
       "opener": "Hi! I am your assistant, what can I do for you?",
       "prompt": "You are an intelligent assistant. Please summarize the content of the knowledge base to answer the question. Please list the data in the knowledge base and answer in detail. When all knowledge base content is irrelevant to the question, your answer must include the sentence 'The answer you are looking for is not found in the knowledge base!' Answers need to consider chat history.\nHere is the knowledge base:\n{knowledge}\nThe above is the knowledge base.",
       "rerank_model": "",
       "show_quote": true,
       "similarity_threshold": 0.2,
       "top_n": 8,
       "variables": [
         {
           "key": "knowledge",
           "optional": true
         }
       ]
     },
     "prompt_type": "simple",
     "status": "1",
     "top_k": 1024,
     "update_date": "Wed, 04 Sep 2024 10:08:01 GMT",
     "update_time": 1725444481128
}'

Update chat

PUT /api/v1/chat

Update a chat

Request

Method: PUT
URL: /api/v1/chat
Headers:
- content-Type: application/json
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’

Request example

curl --request PUT \ --url http://{address}/api/v1/chat \ --header ‘Content-Type: application/json’ \ --header ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’ \ --data-binary ‘{

"id":"554e96746aaa11efb06b0242ac120005",
"name":"Test"

}’

Delete chat

DELETE /api/v1/chat/{chat_id}

Delete a chat

Request

Method: PUT
URL: /api/v1/chat/{chat_id}
Headers:
- content-Type: application/json
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’

Request example

curl --request PUT \ --url http://{address}/api/v1/chat/554e96746aaa11efb06b0242ac120005 \ --header ‘Content-Type: application/json’ \ --header ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’ }’

List chat

GET /api/v1/chat

List all chat assistants

Request

Method: GET
URL: /api/v1/chat
Headers:
- content-Type: application/json
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’

Request example

curl --request GET \ --url http://{address}/api/v1/chat \ --header ‘Content-Type: application/json’ \ --header ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’

Create a chat session

POST /api/v1/chat/{chat_id}/session

Create a chat session

Request

Method: POST
URL: /api/v1/chat/{chat_id}/session
Headers:
- content-Type: application/json
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’

Request example

curl --request POST \ --url http://{address}/api/v1/chat/{chat_id}/session \ --header ‘Content-Type: application/json’ \ --header ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’ \ --data-binary ‘{

"name": "new session"

}’

List the sessions of a chat

GET /api/v1/chat/{chat_id}/session

List all the session of a chat

Request

Method: GET
URL: /api/v1/chat/{chat_id}/session
Headers:
- content-Type: application/json
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’

Request example

curl --request GET \ --url http://{address}/api/v1/chat/554e96746aaa11efb06b0242ac120005/session \ --header ‘Content-Type: application/json’ \ --header ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’

Delete a chat session

DELETE /api/v1/chat/{chat_id}/session/{session_id}

Delete a chat session

Request

Method: DELETE
URL: /api/v1/chat/{chat_id}/session/{session_id}
Headers:
- content-Type: application/json
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’

Request example

curl --request DELETE \ --url http://{address}/api/v1/chat/554e96746aaa11efb06b0242ac120005/session/791aed9670ea11efbb7e0242ac120007 \ --header ‘Content-Type: application/json’ \ --header ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’

Update a chat session

PUT /api/v1/chat/{chat_id}/session/{session_id}

Update a chat session

Request

Method: PUT
URL: /api/v1/chat/{chat_id}/session/{session_id}
Headers:
- content-Type: application/json
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’

Request example

curl --request PUT \ --url http://{address}/api/v1/chat/554e96746aaa11efb06b0242ac120005/session/791aed9670ea11efbb7e0242ac120007 \ --header ‘Content-Type: application/json’ \ --header ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’ --data-binary ‘{

"name": "Updated session"

}’

Chat with a chat session

POST /api/v1/chat/{chat_id}/session/{session_id}/completion

Chat with a chat session

Request

Method: POST
URL: /api/v1/chat/{chat_id}/session/{session_id}/completion
Headers:
- content-Type: application/json
- ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’

Request example

curl --request POST \ --url http://{address}/api/v1/chat/554e96746aaa11efb06b0242ac120005/session/791aed9670ea11efbb7e0242ac120007/completion \ --header ‘Content-Type: application/json’ \ --header ‘Authorization: Bearer {YOUR_ACCESS_TOKEN}’ --data-binary ‘{

"question":  "Hello!",
"stream": true,

}’

http_api.md 32KB Ruw Blame Geschiedenis

HTTP API Reference

Create dataset

Request

Request example

Request parameters

Response

Delete dataset

Request

Request example

Request parameters

Response

Update dataset

Request

Request example

Request parameters

Response

List datasets

Request

Request example

Request parameters

Response

Upload files to a dataset

Request

Request example

Request parameters

Response

Download a file from a dataset

Request

Request example

Request parameters

Response

List files of a dataset

Request

Request example

Request parameters

Response

Update a file information in dataset

Request

Request example

Request parameters

Response

Parse files in dataset

Request

Request example

Request parameters

Response

Stop file parsing

Request

Request example

Request parameters

Response

Get document chunk list

Request

Request example

Request parameters

Response

Delete document chunks

Request

Request example

Update document chunk

Request

Request example

Insert document chunks

Request

Request example

Dataset retrieval test

Request

Request example

Create chat

Request

Request example

Update chat

Request

Request example

Delete chat

Request

Request example

List chat

Request

http_api.md 32KB

Ruw Blame Geschiedenis