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Client for GroundX APIs

Project description

Visit EyeLevel's GroundX APIs

EyeLevel's GroundX APIs

RAG Made Simple, Secure and Hallucination Free

PyPI README.md More Info

Table of Contents

Requirements

Python >=3.7

Installation

pip install groundx-python-sdk==1.3.29

Getting Started

from pprint import pprint
from groundx import Groundx, ApiException

groundx = Groundx(
    api_key="YOUR_API_KEY",
)

try:
    # create
    create_response = groundx.buckets.create(
        name="your_bucket_name",
    )
    pprint(create_response.body)
    pprint(create_response.body["bucket"])
    pprint(create_response.headers)
    pprint(create_response.status)
    pprint(create_response.round_trip_time)
except ApiException as e:
    print("Exception when calling BucketsApi.create: %s\n" % e)
    pprint(e.body)
    pprint(e.headers)
    pprint(e.status)
    pprint(e.reason)
    pprint(e.round_trip_time)

Async

async support is available by prepending a to any method.

import asyncio
from pprint import pprint
from groundx import Groundx, ApiException

groundx = Groundx(
    api_key="YOUR_API_KEY",
)


async def main():
    try:
        # create
        create_response = await groundx.buckets.acreate(
            name="your_bucket_name",
        )
        pprint(create_response.body)
        pprint(create_response.body["bucket"])
        pprint(create_response.headers)
        pprint(create_response.status)
        pprint(create_response.round_trip_time)
    except ApiException as e:
        print("Exception when calling BucketsApi.create: %s\n" % e)
        pprint(e.body)
        pprint(e.headers)
        pprint(e.status)
        pprint(e.reason)
        pprint(e.round_trip_time)


asyncio.run(main())

Reference

groundx.buckets.create

Create a new bucket.

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

create_response = groundx.buckets.create(
    name="your_bucket_name",
)

โš™๏ธ Parameters

name: str

โš™๏ธ Request Body

BucketCreateRequest

๐Ÿ”„ Return

BucketResponse

๐ŸŒ Endpoint

/v1/bucket post

๐Ÿ”™ Back to Table of Contents


groundx.buckets.delete

Delete a bucket.

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

delete_response = groundx.buckets.delete(
    bucket_id=1,
)

โš™๏ธ Parameters

bucket_id: int

The bucketId of the bucket being deleted.

๐Ÿ”„ Return

MessageResponse

๐ŸŒ Endpoint

/v1/bucket/{bucketId} delete

๐Ÿ”™ Back to Table of Contents


groundx.buckets.get

Look up a specific bucket by its bucketId.

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

get_response = groundx.buckets.get(
    bucket_id=1,
)

โš™๏ธ Parameters

bucket_id: int

The bucketId of the bucket to look up.

๐Ÿ”„ Return

BucketResponse

๐ŸŒ Endpoint

/v1/bucket/{bucketId} get

๐Ÿ”™ Back to Table of Contents


groundx.buckets.list

List all buckets within your GroundX account

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

list_response = groundx.buckets.list(
    n=1,
    next_token="string_example",
)

โš™๏ธ Parameters

n: int

The maximum number of returned buckets. Accepts 1-100 with a default of 20.

next_token: str

A token for pagination. If the number of buckets for a given query is larger than n, the response will include a "nextToken" value. That token can be included in this field to retrieve the next batch of n buckets.

๐Ÿ”„ Return

BucketListResponse

๐ŸŒ Endpoint

/v1/bucket get

๐Ÿ”™ Back to Table of Contents


groundx.buckets.update

Rename a bucket.

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

update_response = groundx.buckets.update(
    new_name="your_bucket_name",
    bucket_id=1,
)

โš™๏ธ Parameters

new_name: str

The new name of the bucket being renamed.

bucket_id: int

The bucketId of the bucket being updated.

โš™๏ธ Request Body

BucketUpdateRequest

๐Ÿ”„ Return

BucketUpdateResponse

๐ŸŒ Endpoint

/v1/bucket/{bucketId} put

๐Ÿ”™ Back to Table of Contents


groundx.customer.get

Get the account information associated with the API key.

๐Ÿ› ๏ธ Usage

get_response = groundx.customer.get()

๐Ÿ”„ Return

CustomerResponse

๐ŸŒ Endpoint

/v1/customer get

๐Ÿ”™ Back to Table of Contents


groundx.documents.crawl_website

Upload the content of a publicly accessible website for ingestion into a GroundX bucket. This is done by following links within a specified URL, recursively, up to a specified depth or number of pages.

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

crawl_website_response = groundx.documents.crawl_website(
    websites=[
        {
            "bucket_id": 123,
            "cap": 100,
            "depth": 3,
            "source_url": "https://my.website.com",
        }
    ],
)

โš™๏ธ Parameters

websites: WebsiteCrawlRequestWebsites

โš™๏ธ Request Body

WebsiteCrawlRequest

๐Ÿ”„ Return

IngestResponse

๐ŸŒ Endpoint

/v1/ingest/documents/website post

๐Ÿ”™ Back to Table of Contents


groundx.documents.delete

Delete multiple documents hosted on GroundX

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

delete_response = groundx.documents.delete(
    document_ids=["documentIds_example"],
)

โš™๏ธ Parameters

document_ids: List[str]

A list of documentIds which correspond to documents ingested by GroundX

๐Ÿ”„ Return

IngestResponse

๐ŸŒ Endpoint

/v1/ingest/documents delete

๐Ÿ”™ Back to Table of Contents


groundx.documents.delete1

Delete a single document hosted on GroundX

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

delete1_response = groundx.documents.delete1(
    document_id="documentId_example",
)

โš™๏ธ Parameters

document_id: str

A documentId which correspond to a document ingested by GroundX

๐Ÿ”„ Return

IngestResponse

๐ŸŒ Endpoint

/v1/ingest/document/{documentId} delete

๐Ÿ”™ Back to Table of Contents


groundx.documents.get

Look up an existing document by documentId.

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

get_response = groundx.documents.get(
    document_id="documentId_example",
)

โš™๏ธ Parameters

document_id: str

The documentId of the document for which GroundX information will be provided.

๐Ÿ”„ Return

DocumentResponse

๐ŸŒ Endpoint

/v1/ingest/document/{documentId} get

๐Ÿ”™ Back to Table of Contents


groundx.documents.get_processing_status_by_id

Get the current status of an ingest, initiated with documents.ingest_remote, documents.ingest_local, or documents.crawl_website, by specifying the processId (the processId is included in the response of the documents.ingest functions).

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

get_processing_status_by_id_response = groundx.documents.get_processing_status_by_id(
    process_id="processId_example",
)

โš™๏ธ Parameters

process_id: str

the processId for the ingest process being checked

๐Ÿ”„ Return

ProcessStatusResponse

๐ŸŒ Endpoint

/v1/ingest/{processId} get

๐Ÿ”™ Back to Table of Contents


groundx.documents.ingest_local

Upload documents hosted on a local file system for ingestion into a GroundX bucket.

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

ingest_local_response = groundx.documents.ingest_local(
    body=[
        {
            "blob": open("/path/to/file", "rb"),
            "metadata": {
                "bucket_id": 1234,
                "file_name": "my_file.txt",
                "file_type": "txt",
            },
        }
    ],
)

โš™๏ธ Request Body

DocumentLocalIngestRequest

๐Ÿ”„ Return

IngestResponse

๐ŸŒ Endpoint

/v1/ingest/documents/local post

๐Ÿ”™ Back to Table of Contents


groundx.documents.ingest_remote

Ingest documents hosted on public URLs to a GroundX bucket.

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

ingest_remote_response = groundx.documents.ingest_remote(
    documents=[
        {
            "bucket_id": 1234,
            "file_name": "my_file.txt",
            "file_type": "txt",
            "source_url": "https://my.source.url.com/file.txt",
        }
    ],
)

โš™๏ธ Parameters

documents: DocumentRemoteIngestRequestDocuments

โš™๏ธ Request Body

DocumentRemoteIngestRequest

๐Ÿ”„ Return

IngestResponse

๐ŸŒ Endpoint

/v1/ingest/documents/remote post

๐Ÿ”™ Back to Table of Contents


groundx.documents.list

lookup all documents across all resources which are currently on GroundX

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

list_response = groundx.documents.list(
    n=1,
    filter="string_example",
    sort="name",
    sort_order="asc",
    status="queued",
    next_token="string_example",
)

โš™๏ธ Parameters

n: int

The maximum number of returned documents. Accepts 1-100 with a default of 20.

filter: str

Only documents with names that contain the filter string will be returned in the results.

sort: Sort

The document attribute that will be used to sort the results.

sort_order: SortOrder

The order in which to sort the results. A value for sort must also be set.

status: ProcessingStatus

A status filter on the get documents query. If this value is set, then only documents with this status will be returned in the results.

next_token: str

A token for pagination. If the number of documents for a given query is larger than n, the response will include a "nextToken" value. That token can be included in this field to retrieve the next batch of n documents.

๐Ÿ”„ Return

DocumentListResponse

๐ŸŒ Endpoint

/v1/ingest/documents get

๐Ÿ”™ Back to Table of Contents


groundx.documents.lookup

lookup the document(s) associated with a processId, bucketId, groupId, or projectId.

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

lookup_response = groundx.documents.lookup(
    id=1,
    n=1,
    filter="string_example",
    sort="name",
    sort_order="asc",
    status="queued",
    next_token="string_example",
)

โš™๏ธ Parameters

id: int

a processId, bucketId, groupId, or projectId

n: int

The maximum number of returned documents. Accepts 1-100 with a default of 20.

filter: str

Only documents with names that contain the filter string will be returned in the results.

sort: Sort

The document attribute that will be used to sort the results.

sort_order: SortOrder

The order in which to sort the results. A value for sort must also be set.

status: ProcessingStatus

A status filter on the get documents query. If this value is set, then only documents with this status will be returned in the results.

next_token: str

A token for pagination. If the number of documents for a given query is larger than n, the response will include a "nextToken" value. That token can be included in this field to retrieve the next batch of n documents.

๐Ÿ”„ Return

DocumentLookupResponse

๐ŸŒ Endpoint

/v1/ingest/documents/{id} get

๐Ÿ”™ Back to Table of Contents


groundx.groups.add_bucket

Add an existing bucket to an existing group. Buckets and groups can be associated many to many.

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

add_bucket_response = groundx.groups.add_bucket(
    group_id=1,
    bucket_id=1,
)

โš™๏ธ Parameters

group_id: int

The groupId of the group which the bucket will be added to.

bucket_id: int

The bucketId of the bucket being added to the group.

๐Ÿ”„ Return

MessageResponse

๐ŸŒ Endpoint

/v1/group/{groupId}/bucket/{bucketId} post

๐Ÿ”™ Back to Table of Contents


groundx.groups.create

create a new group, a group being a collection of buckets which can be searched.

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

create_response = groundx.groups.create(
    name="your_group_name",
    bucket_name="your_new_bucket_name",
)

โš™๏ธ Parameters

name: str

The name of the group being created.

bucket_name: str

Specify bucketName to automatically create a bucket, by the name specified, and add it to the created group.

โš™๏ธ Request Body

GroupCreateRequest

๐Ÿ”„ Return

GroupResponse

๐ŸŒ Endpoint

/v1/group post

๐Ÿ”™ Back to Table of Contents


groundx.groups.delete

Delete a group.

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

delete_response = groundx.groups.delete(
    group_id=1,
)

โš™๏ธ Parameters

group_id: int

The groupId of the group to be deleted.

๐Ÿ”„ Return

MessageResponse

๐ŸŒ Endpoint

/v1/group/{groupId} delete

๐Ÿ”™ Back to Table of Contents


groundx.groups.get

look up a specific group by its groupId.

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

get_response = groundx.groups.get(
    group_id=1,
)

โš™๏ธ Parameters

group_id: int

The groupId of the group to look up.

๐Ÿ”„ Return

GroupResponse

๐ŸŒ Endpoint

/v1/group/{groupId} get

๐Ÿ”™ Back to Table of Contents


groundx.groups.list

list all groups within your GroundX account.

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

list_response = groundx.groups.list(
    n=1,
    next_token="string_example",
)

โš™๏ธ Parameters

n: int

The maximum number of returned groups. Accepts 1-100 with a default of 20.

next_token: str

A token for pagination. If the number of groups for a given query is larger than n, the response will include a "nextToken" value. That token can be included in this field to retrieve the next batch of n groups.

๐Ÿ”„ Return

GroupListResponse

๐ŸŒ Endpoint

/v1/group get

๐Ÿ”™ Back to Table of Contents


groundx.groups.remove_bucket

remove a bucket from a group. Buckets and groups can be associated many to many, this removes one bucket to group association without disturbing others.

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

remove_bucket_response = groundx.groups.remove_bucket(
    group_id=1,
    bucket_id=1,
)

โš™๏ธ Parameters

group_id: int

The groupId of the group which the bucket will be removed from.

bucket_id: int

The bucketId of the bucket which will be removed from the group.

๐Ÿ”„ Return

MessageResponse

๐ŸŒ Endpoint

/v1/group/{groupId}/bucket/{bucketId} delete

๐Ÿ”™ Back to Table of Contents


groundx.groups.update

Rename a group

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

update_response = groundx.groups.update(
    new_name="your_group_name",
    group_id=1,
)

โš™๏ธ Parameters

new_name: str

The new name of the group being renamed.

group_id: int

The groupId of the group to update.

โš™๏ธ Request Body

GroupUpdateRequest

๐Ÿ”„ Return

GroupResponse

๐ŸŒ Endpoint

/v1/group/{groupId} put

๐Ÿ”™ Back to Table of Contents


groundx.health.get

Look up the current health status of a specific service. Statuses update every 5 minutes.

๐Ÿ› ๏ธ Usage

get_response = groundx.health.get(
    service="search",
)

โš™๏ธ Parameters

service: str

The name of the service to look up.

๐Ÿ”„ Return

HealthResponse

๐ŸŒ Endpoint

/v1/health/{service} get

๐Ÿ”™ Back to Table of Contents


groundx.health.list

List the current health status of all services. Statuses update every 5 minutes.

๐Ÿ› ๏ธ Usage

list_response = groundx.health.list()

๐Ÿ”„ Return

HealthResponse

๐ŸŒ Endpoint

/v1/health get

๐Ÿ”™ Back to Table of Contents


groundx.search.content

Search documents on GroundX for the most relevant information to a given query.

The result of this query is typically used in one of two ways; result['search']['text'] can be used to provide context to a language model, facilitating RAG, or result['search']['results'] can be used to observe chunks of text which are relevant to the query, facilitating citation.

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

content_response = groundx.search.content(
    query="my search query",
    id=None,
    relevance=10,
    n=20,
    next_token="eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9",
    verbosity=0,
)

โš™๏ธ Parameters

query: str

The search query to be used to find relevant documentation.

id: Union[int, str]

The bucketId, groupId, projectId, or documentId to be searched. The document or documents within the specified container will be compared to the query, and relevant information will be extracted.

relevance: Union[int, float]

The minimum search relevance score required to include the result. By default, this is 10.0.

n: int

The maximum number of returned search results. Accepts 1-100 with a default of 20.

next_token: str

A token for pagination. If the number of search results for a given query is larger than n, the response will include a "nextToken" value. That token can be included in this field to retrieve the next batch of n search results.

verbosity: int

The amount of data returned with each search result. 0 == no search results, only the recommended context. 1 == search results but no searchData. 2 == search results and searchData.

โš™๏ธ Request Body

SearchRequest

๐Ÿ”„ Return

SearchResponse

๐ŸŒ Endpoint

/v1/search/{id} post

๐Ÿ”™ Back to Table of Contents


groundx.search.documents

Search documents on GroundX for the most relevant information to a given query by documentId(s).

The result of this query is typically used in one of two ways; result['search']['text'] can be used to provide context to a language model, facilitating RAG, or result['search']['results'] can be used to observe chunks of text which are relevant to the query, facilitating citation.

Interact with the "Request Body" below to explore the arguments of this function. Enter your GroundX API key to send a request directly from this web page. Select your language of choice to structure a code snippet based on your specified arguments.

๐Ÿ› ๏ธ Usage

documents_response = groundx.search.documents(
    query="my search query",
    document_ids=["docUUID1", "docUUID2"],
    relevance=10,
    n=20,
    next_token="eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9",
    verbosity=0,
)

โš™๏ธ Parameters

query: str

The search query to be used to find relevant documentation.

document_ids: SearchDocumentsRequestDocumentIds
relevance: Union[int, float]

The minimum search relevance score required to include the result. By default, this is 10.0.

n: int

The maximum number of returned search results. Accepts 1-100 with a default of 20.

next_token: str

A token for pagination. If the number of search results for a given query is larger than n, the response will include a "nextToken" value. That token can be included in this field to retrieve the next batch of n search results.

verbosity: int

The amount of data returned with each search result. 0 == no search results, only the recommended context. 1 == search results but no searchData. 2 == search results and searchData.

โš™๏ธ Request Body

SearchDocumentsRequest

๐Ÿ”„ Return

SearchResponse

๐ŸŒ Endpoint

/v1/search/documents post

๐Ÿ”™ Back to Table of Contents


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