Eden AI

Eden AI Keyword Extraction API

The Keyword Extraction API from Eden AI — 1 operation(s) for keyword extraction.

GitHub OpenAPI

Operations 1

POST /text/keyword_extraction/ Keyword Extraction #

Documentation

📖
APIReference
https://www.edenai.co/docs/api-reference/chat/chat-completions
📖
Authentication
https://raw.githubusercontent.com/api-evangelist/eden-ai/refs/heads/main/authentication/eden-ai-authentication.yml

Specifications

⚙
OpenAPI
https://raw.githubusercontent.com/api-evangelist/eden-ai/refs/heads/main/openapi/eden-ai-keyword-extraction-api-openapi.yml

Other Resources

🔗
DataModel
https://raw.githubusercontent.com/api-evangelist/eden-ai/refs/heads/main/data-model/eden-ai-data-model.yml
🔗
ToolCrosswalk
https://raw.githubusercontent.com/api-evangelist/eden-ai/refs/heads/main/mcp/eden-ai-tool-crosswalk.yml
🔗
FinOps
https://raw.githubusercontent.com/api-evangelist/eden-ai/refs/heads/main/finops/eden-ai-finops.yml
🔗
OAuthScopes
https://raw.githubusercontent.com/api-evangelist/eden-ai/refs/heads/main/scopes/eden-ai-scopes.yml

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OpenAPI Specification

eden-ai-keyword-extraction-api-openapi.yml Raw ↑ 
openapi: 3.2.0
info:
  title: Text Features Keyword Extraction API
  version: '2.0'
  description: Your project description
servers:
- url: https://api.edenai.run/v2
tags:
- name: Keyword Extraction
paths:
  /text/keyword_extraction/:
    post:
      operationId: text_keyword_extraction_create
      description: 'Available Providers


        |Provider|Model|Version|Price|Billing unit|

        |----|----|-------|-----|------------|

        |**amazon**|-|`boto3 (v1.15.18)`|1.0 (per 1000000 char)|300 char

        |**microsoft**|-|`v3.1`|1.0 (per 1000000 char)|1000 char

        |**openai**|-|`v3.0.0`|20.0 (per 1000000 token)|1 token

        |**openai**|**gpt-4**|`v3.0.0`|6e-05 (per 1 token)|1 token

        |**openai**|**gpt-4o**|`v3.0.0`|1e-05 (per 1 token)|1 token

        |**openai**|**gpt-4o-mini**|`v3.0.0`|6e-07 (per 1 token)|1 token

        |**openai**|**gpt-4-turbo**|`v3.0.0`|3e-05 (per 1 token)|1 token

        |**openai**|**gpt-3.5-turbo**|`v3.0.0`|1.5e-06 (per 1 token)|1 token

        |**openai**|**chatgpt-4o-latest**|`v3.0.0`|1.5e-05 (per 1 token)|1 token

        |**openai**|**gpt-3.5-turbo-0125**|`v3.0.0`|1.5e-06 (per 1 token)|1 token

        |**openai**|**gpt-3.5-turbo-0301**|`v3.0.0`|2e-06 (per 1 token)|1 token

        |**openai**|**gpt-3.5-turbo-0613**|`v3.0.0`|2e-06 (per 1 token)|1 token

        |**openai**|**gpt-3.5-turbo-1106**|`v3.0.0`|2e-06 (per 1 token)|1 token

        |**openai**|**gpt-3.5-turbo-16k**|`v3.0.0`|4e-06 (per 1 token)|1 token

        |**openai**|**gpt-3.5-turbo-16k-0613**|`v3.0.0`|4e-06 (per 1 token)|1 token

        |**openai**|**gpt-4-0125-preview**|`v3.0.0`|3e-05 (per 1 token)|1 token

        |**openai**|**gpt-4-0314**|`v3.0.0`|6e-05 (per 1 token)|1 token

        |**openai**|**gpt-4-0613**|`v3.0.0`|6e-05 (per 1 token)|1 token

        |**openai**|**gpt-4-1106-preview**|`v3.0.0`|3e-05 (per 1 token)|1 token

        |**openai**|**gpt-4-1106-vision-preview**|`v3.0.0`|3e-05 (per 1 token)|1 token

        |**openai**|**gpt-4-32k**|`v3.0.0`|0.00012 (per 1 token)|1 token

        |**openai**|**gpt-4-32k-0314**|`v3.0.0`|0.00012 (per 1 token)|1 token

        |**openai**|**gpt-4-32k-0613**|`v3.0.0`|0.00012 (per 1 token)|1 token

        |**openai**|**gpt-4-turbo-2024-04-09**|`v3.0.0`|3e-05 (per 1 token)|1 token

        |**openai**|**gpt-4-turbo-preview**|`v3.0.0`|3e-05 (per 1 token)|1 token

        |**openai**|**gpt-4-vision-preview**|`v3.0.0`|3e-05 (per 1 token)|1 token

        |**openai**|**gpt-4.1**|`v3.0.0`|8e-06 (per 1 token)|1 token

        |**openai**|**gpt-4.1-2025-04-14**|`v3.0.0`|8e-06 (per 1 token)|1 token

        |**openai**|**gpt-4.1-mini**|`v3.0.0`|1.6e-06 (per 1 token)|1 token

        |**openai**|**gpt-4.1-mini-2025-04-14**|`v3.0.0`|1.6e-06 (per 1 token)|1 token

        |**openai**|**gpt-4.1-nano**|`v3.0.0`|4e-07 (per 1 token)|1 token

        |**openai**|**gpt-4.1-nano-2025-04-14**|`v3.0.0`|4e-07 (per 1 token)|1 token

        |**openai**|**gpt-4.5-preview**|`v3.0.0`|0.00015 (per 1 token)|1 token

        |**openai**|**gpt-4.5-preview-2025-02-27**|`v3.0.0`|0.00015 (per 1 token)|1 token

        |**openai**|**gpt-4o-2024-05-13**|`v3.0.0`|1.5e-05 (per 1 token)|1 token

        |**openai**|**gpt-4o-2024-08-06**|`v3.0.0`|1e-05 (per 1 token)|1 token

        |**openai**|**gpt-4o-2024-11-20**|`v3.0.0`|1e-05 (per 1 token)|1 token

        |**openai**|**gpt-4o-audio-preview**|`v3.0.0`|1e-05 (per 1 token)|1 token

        |**openai**|**gpt-4o-audio-preview-2024-10-01**|`v3.0.0`|1e-05 (per 1 token)|1 token

        |**openai**|**gpt-4o-audio-preview-2024-12-17**|`v3.0.0`|1e-05 (per 1 token)|1 token

        |**openai**|**gpt-4o-audio-preview-2025-06-03**|`v3.0.0`|1e-05 (per 1 token)|1 token

        |**openai**|**gpt-4o-mini-2024-07-18**|`v3.0.0`|6e-07 (per 1 token)|1 token

        |**openai**|**gpt-4o-mini-audio-preview**|`v3.0.0`|6e-07 (per 1 token)|1 token

        |**openai**|**gpt-4o-mini-audio-preview-2024-12-17**|`v3.0.0`|6e-07 (per 1 token)|1 token

        |**openai**|**gpt-4o-mini-realtime-preview**|`v3.0.0`|2.4e-06 (per 1 token)|1 token

        |**openai**|**gpt-4o-mini-realtime-preview-2024-12-17**|`v3.0.0`|2.4e-06 (per 1 token)|1 token

        |**openai**|**gpt-4o-mini-search-preview**|`v3.0.0`|6e-07 (per 1 token)|1 token

        |**openai**|**gpt-4o-mini-search-preview-2025-03-11**|`v3.0.0`|6e-07 (per 1 token)|1 token

        |**openai**|**gpt-4o-realtime-preview**|`v3.0.0`|2e-05 (per 1 token)|1 token

        |**openai**|**gpt-4o-realtime-preview-2024-10-01**|`v3.0.0`|2e-05 (per 1 token)|1 token

        |**openai**|**gpt-4o-realtime-preview-2024-12-17**|`v3.0.0`|2e-05 (per 1 token)|1 token

        |**openai**|**gpt-4o-realtime-preview-2025-06-03**|`v3.0.0`|2e-05 (per 1 token)|1 token

        |**openai**|**gpt-4o-search-preview**|`v3.0.0`|1e-05…'
      summary: Keyword Extraction
      tags:
      - Keyword Extraction
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/texttopic_extractiontextanonymizationtextmoderationtextnamed_entity_recognitiontextkeyword_extractiontextsyntax_analysistextsentiment_analysisTextAnalysisRequest'
            examples:
              RequestExample:
                value:
                  providers: amazon,xai,openai,microsoft,tenstorrent
                  language: en
                  text: Barack Hussein Obama is an American politician who served as the 44th president of the United States from 2009 to 2017. A member of the Democratic Party, Obama was the first African-American president of the United States. He previously served as a U.S. senator from Illinois from 2005 to 2008 and as an Illinois state senator from 1997 to 2004.
                summary: Request Example
        required: true
      security:
      - FeatureApiAuth: []
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/textkeyword_extractionResponseModel'
              examples:
                ResponseExample:
                  value:
                    amazon:
                      items:
                      - keyword: Barack Hussein Obama
                        importance: 1.0
                      - keyword: an American politician
                        importance: 1.0
                      - keyword: the 44th president
                        importance: 1.0
                      - keyword: the United States
                        importance: 1.0
                      - keyword: 2009 to 2017
                        importance: 1.0
                      - keyword: A member
                        importance: 1.0
                      - keyword: the Democratic Party
                        importance: 1.0
                      - keyword: Obama
                        importance: 0.97
                      - keyword: the first African-American president
                        importance: 1.0
                      - keyword: the United States
                        importance: 1.0
                      cost: 0.0
                    xai:
                      items:
                      - keyword: Barack Hussein Obama
                        importance: 0.9
                      - keyword: American politician
                        importance: 0.8
                      - keyword: 44th president
                        importance: 0.7
                      - keyword: United States
                        importance: 0.8
                      - keyword: Democratic Party
                        importance: 0.6
                      - keyword: African-American president
                        importance: 0.9
                      - keyword: U.S. senator
                        importance: 0.7
                      - keyword: Illinois state senator
                        importance: 0.6
                      cost: 0.0
                    openai:
                      items:
                      - keyword: Barack Hussein Obama
                        importance: 1.0
                      - keyword: an American politician
                        importance: 1.0
                      - keyword: the 44th president
                        importance: 1.0
                      - keyword: the United States
                        importance: 1.0
                      - keyword: 2009 to 2017
                        importance: 1.0
                      - keyword: the Democratic Party
                        importance: 1.0
                      - keyword: the first African-American president
                        importance: 1.0
                      - keyword: a U.S. senator
                        importance: 1.0
                      - keyword: Illinois
                        importance: 1.0
                      - keyword: 2005 to 2008
                        importance: 1.0
                      usage:
                        completion_tokens: 348
                        prompt_tokens: 646
                        total_tokens: 994
                        completion_tokens_details:
                          accepted_prediction_tokens: 0
                          audio_tokens: 0
                          reasoning_tokens: 0
                          rejected_prediction_tokens: 0
                        prompt_tokens_details:
                          audio_tokens: 0
                          cached_tokens: 0
                      cost: 0.0
                    microsoft:
                      items:
                      - keyword: U.S. senator
                        importance: null
                      - keyword: first African-American president
                        importance: null
                      - keyword: Barack Hussein Obama
                        importance: null
                      - keyword: Illinois state senator
                        importance: null
                      - keyword: 44th president
                        importance: null
                      - keyword: American politician
                        importance: null
                      - keyword: United States
                        importance: null
                      - keyword: Democratic Party
                        importance: null
                      - keyword: member
                        importance: null
                      cost: 0.0
                    tenstorrent:
                      items:
                      - keyword: barack hussein obama
                        importance: 1.0
                      - keyword: democratic party
                        importance: 0.98
                      - keyword: u. s. senator
                        importance: 0.98
                      - keyword: illinois state
                        importance: 0.96
                      - keyword: president of the united states
                        importance: 0.91
                      - keyword: african - american president
                        importance: 0.86
                      cost: 0.0
                  summary: Response Example
          description: ''
        '400':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/BadRequest'
          description: ''
        '500':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
          description: ''
        '403':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Error'
          description: ''
        '404':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/NotFoundResponse'
          description: ''
components:
  schemas:
    textkeyword_extractionKeywordExtractionDataClass:
      properties:
        items:
          items:
            $ref: '#/components/schemas/InfosKeywordExtractionDataClass'
          title: Items
          type: array
        original_response:
          default: null
          description: original response sent by the provider, hidden by default, show it by passing the `show_original_response` field to `true` in your request
          title: Original Response
        status:
          allOf:
          - $ref: '#/components/schemas/StatusEnum'
          title: Status
      required:
      - status
      title: textkeyword_extractionKeywordExtractionDataClass
      type: object
    BadRequest:
      type: object
      properties:
        error:
          $ref: '#/components/schemas/NestedBadRequest'
      required:
      - error
    textkeyword_extractionResponseModel:
      properties:
        xai:
          $ref: '#/components/schemas/textkeyword_extractionKeywordExtractionDataClass'
          default: null
        openai:
          $ref: '#/components/schemas/textkeyword_extractionKeywordExtractionDataClass'
          default: null
        oneai:
          $ref: '#/components/schemas/textkeyword_extractionKeywordExtractionDataClass'
          default: null
        microsoft:
          $ref: '#/components/schemas/textkeyword_extractionKeywordExtractionDataClass'
          default: null
        amazon:
          $ref: '#/components/schemas/textkeyword_extractionKeywordExtractionDataClass'
          default: null
        emvista:
          $ref: '#/components/schemas/textkeyword_extractionKeywordExtractionDataClass'
          default: null
        tenstorrent:
          $ref: '#/components/schemas/textkeyword_extractionKeywordExtractionDataClass'
          default: null
        corticalio:
          $ref: '#/components/schemas/textkeyword_extractionKeywordExtractionDataClass'
          default: null
      title: textkeyword_extractionResponseModel
      type: object
    NotFoundResponse:
      type: object
      properties:
        details:
          type: string
          default: Not Found
    FieldError:
      type: object
      properties:
        <parameter_name>:
          type: array
          items:
            type: string
      required:
      - <parameter_name>
    Error:
      type: object
      properties:
        error:
          $ref: '#/components/schemas/NestedError'
      required:
      - error
    InfosKeywordExtractionDataClass:
      properties:
        keyword:
          title: Keyword
          type: string
        importance:
          title: Importance
          type: integer
      required:
      - keyword
      - importance
      title: InfosKeywordExtractionDataClass
      type: object
    StatusEnum:
      enum:
      - sucess
      - fail
      type: string
    NestedBadRequest:
      type: object
      properties:
        type:
          type: string
        message:
          $ref: '#/components/schemas/FieldError'
      required:
      - message
      - type
    NestedError:
      type: object
      properties:
        type:
          type: string
        message:
          type: string
      required:
      - message
      - type
    ? texttopic_extractiontextanonymizationtextmoderationtextnamed_entity_recognitiontextkeyword_extractiontextsyntax_analysistextsentiment_analysisTextAnalysisRequest
    : type: object
      properties:
        settings:
          type: string
          default: {}
          description: "A dictionnary or a json object to specify specific models to use for some providers. <br>                     It can be in the following format: {\"google\" : \"google_model\", \"ibm\": \"ibm_model\"...}.\n                     "
        providers:
          type: array
          items:
            type: string
            minLength: 1
          description: 'It can be one (ex: **''amazon''** or **''google''**) or multiple provider(s) (ex: **''amazon,microsoft,google''**)             that the data will be redirected to in order to get the processed results.<br>             Providers can also be invoked with specific models (ex: providers: **''amazon/model1, amazon/model2, google/model3''**)'
        fallback_providers:
          type: array
          items:
            type: string
          default: []
          description: "Providers in this list will be used as fallback if the call to provider in `providers` parameter fails.\n    To use this feature, you must input **only one** provider in the `providers` parameter. but you can put up to 5 fallbacks.\n\nThey will be tried in the same order they are input, and it will stop to the first provider who doesn't fail.\n\n\n*Doesn't work with async subfeatures.*\n    "
          maxItems: 5
        response_as_dict:
          type: boolean
          default: true
          description: "Optional : When set to **true** (default), the response is an object of responses with providers names as keys : <br> \n                  ``` {\"google\" : { \"status\": \"success\", ... }, } ``` <br>\n                When set to **false** the response structure is a list of response objects : <br> \n                   ``` [{\"status\": \"success\", \"provider\": \"google\" ... }, ] ```. <br>\n                  "
        attributes_as_list:
          type: boolean
          default: false
          description: "Optional : When set to **false** (default) the structure of the extracted items is list of objects having different attributes : <br>\n     ```{'items': [{\"attribute_1\": \"x1\",\"attribute_2\": \"y2\"}, ... ]}``` <br>\n     When it is set to **true**, the response contains an object with each attribute as a list : <br>\n     ```{ \"attribute_1\": [\"x1\",\"x2\", ...], \"attribute_2\": [y1, y2, ...]}``` "
        show_base_64:
          type: boolean
          default: true
        show_original_response:
          type: boolean
          default: false
          description: "Optional : Shows the original response of the provider.<br>\n        When set to **true**, a new attribute *original_response* will appear in the response object."
        text:
          type: string
          minLength: 1
          description: Text to analyze
        language:
          type:
          - string
          - 'null'
          description: 'Language code for the language the input text is written in (eg: en, fr).'
      required:
      - providers
      - text
  securitySchemes:
    FeatureApiAuth:
      type: http
      scheme: bearer
      bearerFormat: JWT