POST
/
api
/
dataset
/
batch_create_datasets
Batch Create Datasets
curl --request POST \
  --url https://api.trieve.ai/api/dataset/batch_create_datasets \
  --header 'Authorization: <api-key>' \
  --header 'Content-Type: application/json' \
  --header 'TR-Organization: <tr-organization>' \
  --data '{
  "datasets": [
    {
      "dataset_name": "<string>",
      "server_configuration": {
        "AIMON_RERANKER_TASK_DEFINITION": "Your task is to grade the relevance of context document(s) against the specified user query.",
        "BM25_AVG_LEN": 256,
        "BM25_B": 0.75,
        "BM25_ENABLED": true,
        "BM25_K": 0.75,
        "DISTANCE_METRIC": "cosine",
        "EMBEDDING_BASE_URL": "https://embedding.trieve.ai",
        "EMBEDDING_MODEL_NAME": "jina-base-en",
        "EMBEDDING_QUERY_PREFIX": "",
        "EMBEDDING_SIZE": 768,
        "FREQUENCY_PENALTY": 0,
        "FULLTEXT_ENABLED": true,
        "INDEXED_ONLY": false,
        "LLM_BASE_URL": "https://api.openai.com/v1",
        "LLM_DEFAULT_MODEL": "gpt-4o",
        "LOCKED": false,
        "MAX_LIMIT": 10000,
        "MESSAGE_TO_QUERY_PROMPT": "Write a 1-2 sentence semantic search query along the lines of a hypothetical response to: \n\n",
        "N_RETRIEVALS_TO_INCLUDE": 8,
        "PRESENCE_PENALTY": 0,
        "QDRANT_ONLY": false,
        "RAG_PROMPT": "Use the following retrieved documents to respond briefly and accurately:",
        "SEMANTIC_ENABLED": true,
        "STOP_TOKENS": [
          "\n\n",
          "\n"
        ],
        "SYSTEM_PROMPT": "You are a helpful assistant",
        "TEMPERATURE": 0.5,
        "USE_MESSAGE_TO_QUERY_PROMPT": false
      },
      "tracking_id": "<string>"
    }
  ],
  "upsert": true
}'
[
  {
    "created_at": "2021-01-01 00:00:00.000",
    "id": "e3e3e3e3-e3e3-e3e3-e3e3-e3e3e3e3e3e3",
    "name": "Trieve",
    "organization_id": "e3e3e3e3-e3e3-e3e3-e3e3-e3e3e3e3e3e3",
    "server_configuration": {
      "AIMON_RERANKER_TASK_DEFINITION": "Your task is to grade the relevance of context document(s) against the specified user query.",
      "BM25_AVG_LEN": 256,
      "BM25_B": 0.75,
      "BM25_ENABLED": true,
      "BM25_K": 0.75,
      "DISTANCE_METRIC": "cosine",
      "EMBEDDING_BASE_URL": "https://embedding.trieve.ai",
      "EMBEDDING_MODEL_NAME": "jina-base-en",
      "EMBEDDING_QUERY_PREFIX": "",
      "EMBEDDING_SIZE": 768,
      "FREQUENCY_PENALTY": 0,
      "FULLTEXT_ENABLED": true,
      "INDEXED_ONLY": false,
      "LLM_BASE_URL": "https://api.openai.com/v1",
      "LLM_DEFAULT_MODEL": "gpt-4o",
      "LOCKED": false,
      "MAX_LIMIT": 10000,
      "MESSAGE_TO_QUERY_PROMPT": "Write a 1-2 sentence semantic search query along the lines of a hypothetical response to: \n\n",
      "N_RETRIEVALS_TO_INCLUDE": 8,
      "PRESENCE_PENALTY": 0,
      "QDRANT_ONLY": false,
      "RAG_PROMPT": "Use the following retrieved documents to respond briefly and accurately:",
      "SEMANTIC_ENABLED": true,
      "STOP_TOKENS": [
        "\n\n",
        "\n"
      ],
      "SYSTEM_PROMPT": "You are a helpful assistant",
      "TEMPERATURE": 0.5,
      "USE_MESSAGE_TO_QUERY_PROMPT": false
    },
    "tracking_id": "foobar-dataset",
    "updated_at": "2021-01-01 00:00:00.000"
  }
]

Authorizations

​
Authorization
string
header
required

Headers

​
TR-Organization
string<uuid>
required

The organization id to use for the request

Body

application/json

JSON request payload to bulk create datasets

​
datasets
object[]
required

List of datasets to create

​
upsert
boolean | null

Upsert when a dataset with one of the specified tracking_ids already exists. By default this is false and specified datasets with a tracking_id that already exists in the org will not be ignored. If true, the existing dataset will be updated with the new dataset's details.

Response

Page of tags requested with all tags and the number of chunks in the dataset with that tag plus the total number of unique tags for the whole datset

Datasets

​
created_at
string<date-time>
required

Timestamp of the creation of the dataset

​
deleted
integer
required

Flag to indicate if the dataset has been deleted. Deletes are handled async after the flag is set so as to avoid expensive search index compaction.

​
id
string<uuid>
required

Unique identifier of the dataset, auto-generated uuid created by Trieve

​
name
string
required

Name of the dataset

​
organization_id
string<uuid>
required

Unique identifier of the organization that owns the dataset

​
server_configuration
any
required

Configuration of the dataset for RAG, embeddings, BM25, etc.

​
updated_at
string<date-time>
required

Timestamp of the last update of the dataset

​
tracking_id
string | null

Tracking ID of the dataset, can be any string, determined by the user. Tracking ID's are unique identifiers for datasets within an organization. They are designed to match the unique identifier of the dataset in the user's system.