Eden AI

Eden AI Entity Sentiment API

The Entity Sentiment API from Eden AI — 1 operation(s) for entity sentiment.

GitHub OpenAPI

Operations 1

POST /text/entity_sentiment/ Entity Sentiment #

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-entity-sentiment-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-entity-sentiment-api-openapi.yml Raw ↑ 
openapi: 3.2.0
info:
  title: Text Features Entity Sentiment API
  version: '2.0'
  description: Your project description
servers:
- url: https://api.edenai.run/v2
tags:
- name: Entity Sentiment
paths:
  /text/entity_sentiment/:
    post:
      operationId: text_entity_sentiment_create
      description: 'Available Providers


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

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

        |**amazon**|-|`boto3 1.26.8`|1.0 (per 1000000 char)|300 char

        |**google**|**gemini-2.0-flash**|`v1`|4e-07 (per 1 token)|1 token

        |**google**|**gemini-2.0-flash-lite**|`v1`|3e-07 (per 1 token)|1 token

        |**google**|**gemini-2.5-pro-preview-03-25**|`v1`|1e-05 (per 1 token)|1 token

        |**google**|**gemini-1.5-flash**|`v1`|3e-07 (per 1 token)|1 token

        |**google**|**gemini-1.5-flash-latest**|`v1`|3e-07 (per 1 token)|1 token

        |**google**|**gemini-1.5-pro**|`v1`|1.05e-05 (per 1 token)|1 token

        |**google**|**gemini-1.5-pro-latest**|`v1`|1.05e-06 (per 1 token)|1 token

        |**google**|**gemini-live-2.5-flash-preview-native-audio-09-2025**|`v1`|2e-06 (per 1 token)|1 token

        |**google**|**gemini-1.5-flash-001**|`v1`|3e-07 (per 1 token)|1 token

        |**google**|**gemini-1.5-flash-002**|`v1`|3e-07 (per 1 token)|1 token

        |**google**|**gemini-1.5-flash-8b**|`v1`|0.0 (per 1 token)|1 token

        |**google**|**gemini-1.5-flash-8b-exp-0827**|`v1`|0.0 (per 1 token)|1 token

        |**google**|**gemini-1.5-flash-8b-exp-0924**|`v1`|0.0 (per 1 token)|1 token

        |**google**|**gemini-1.5-flash-exp-0827**|`v1`|0.0 (per 1 token)|1 token

        |**google**|**gemini-1.5-pro-001**|`v1`|1.05e-05 (per 1 token)|1 token

        |**google**|**gemini-1.5-pro-002**|`v1`|1.05e-05 (per 1 token)|1 token

        |**google**|**gemini-1.5-pro-exp-0801**|`v1`|1.05e-05 (per 1 token)|1 token

        |**google**|**gemini-1.5-pro-exp-0827**|`v1`|0.0 (per 1 token)|1 token

        |**google**|**gemini-2.0-flash-001**|`v1`|4e-07 (per 1 token)|1 token

        |**google**|**gemini-2.0-flash-exp**|`v1`|0.0 (per 1 token)|1 token

        |**google**|**gemini-2.0-flash-lite-preview-02-05**|`v1`|3e-07 (per 1 token)|1 token

        |**google**|**gemini-2.0-flash-live-001**|`v1`|1.5e-06 (per 1 token)|1 token

        |**google**|**gemini-2.0-flash-preview-image-generation**|`v1`|4e-07 (per 1 token)|1 token

        |**google**|**gemini-2.0-flash-thinking-exp**|`v1`|0.0 (per 1 token)|1 token

        |**google**|**gemini-2.0-flash-thinking-exp-01-21**|`v1`|0.0 (per 1 token)|1 token

        |**google**|**gemini-2.0-pro-exp-02-05**|`v1`|0.0 (per 1 token)|1 token

        |**google**|**gemini-2.5-flash**|`v1`|2.5e-06 (per 1 token)|1 token

        |**google**|**gemini-2.5-flash-lite**|`v1`|4e-07 (per 1 token)|1 token

        |**google**|**gemini-2.5-flash-lite-preview-09-2025**|`v1`|4e-07 (per 1 token)|1 token

        |**google**|**gemini-2.5-flash-preview-09-2025**|`v1`|2.5e-06 (per 1 token)|1 token

        |**google**|**gemini-flash-latest**|`v1`|2.5e-06 (per 1 token)|1 token

        |**google**|**gemini-flash-lite-latest**|`v1`|4e-07 (per 1 token)|1 token

        |**google**|**gemini-2.5-flash-lite-preview-06-17**|`v1`|4e-07 (per 1 token)|1 token

        |**google**|**gemini-2.5-flash-preview-04-17**|`v1`|6e-07 (per 1 token)|1 token

        |**google**|**gemini-2.5-flash-preview-05-20**|`v1`|2.5e-06 (per 1 token)|1 token

        |**google**|**gemini-2.5-flash-preview-tts**|`v1`|6e-07 (per 1 token)|1 token

        |**google**|**gemini-2.5-pro**|`v1`|1e-05 (per 1 token)|1 token

        |**google**|**gemini-2.5-computer-use-preview-10-2025**|`v1`|1e-05 (per 1 token)|1 token

        |**google**|**gemini-3-pro-preview**|`v1`|1.2e-05 (per 1 token)|1 token

        |**google**|**gemini-3-flash-preview**|`v1`|3e-06 (per 1 token)|1 token

        |**google**|**gemini-2.5-pro-exp-03-25**|`v1`|0.0 (per 1 token)|1 token

        |**google**|**gemini-2.5-pro-preview-05-06**|`v1`|1e-05 (per 1 token)|1 token

        |**google**|**gemini-2.5-pro-preview-06-05**|`v1`|1e-05 (per 1 token)|1 token

        |**google**|**gemini-2.5-pro-preview-tts**|`v1`|1e-05 (per 1 token)|1 token

        |**google**|**gemini-exp-1114**|`v1`|0.0 (per 1 token)|1 token

        |**google**|**gemini-exp-1206**|`v1`|0.0 (per 1 token)|1 token

        |**google**|**gemini-gemma-2-27b-it**|`v1`|1.05e-06 (per 1 token)|1 token

        |**google**|**gemini-gemma-2-9b-it**|`v1`|1.05e-06 (per 1 token)|1 token

        |**google**|**gemini-pro**|`v1`|1.05e-06 (per 1 token)|1 token

        |**google**|**gemini-pro-vision**|`v1`|1.05e-06 (per 1 token)|1 token

        |**google**|**gemma-3-27b-it**|`v1`|0.0 (per 1 token)|1…'
      summary: Entity Sentiment
      tags:
      - Entity Sentiment
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/textentity_sentimentEntitySentimentRequest'
            examples:
              RequestExample:
                value:
                  providers: amazon,google
                  language: en
                  text: Overall I am satisfied with my experience at Amazon, but two areas of major improvement needed. First is the product reviews and pricing. There are thousands of positive reviews for so many items, and it's clear that the reviews are bogus or not really associated with that product. There needs to be a way to only view products sold by Amazon directly, because many market sellers way overprice items that can be purchased cheaper elsewhere (like Walmart, Target, etc). The second issue is they make it too difficult to get help when there's an issue with an order.
                summary: Request Example
        required: true
      security:
      - FeatureApiAuth: []
      responses:
        '200':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/textentity_sentimentResponseModel'
              examples:
                ResponseExample:
                  value:
                    amazon:
                      items:
                      - type: PERSON
                        text: He
                        sentiment: Neutral
                        begin_offset: 223
                        end_offset: 225
                      - type: PERSON
                        text: Barack Hussein Obama
                        sentiment: Neutral
                        begin_offset: 0
                        end_offset: 20
                      - type: OTHER
                        text: president
                        sentiment: Neutral
                        begin_offset: 191
                        end_offset: 200
                      - type: PERSON
                        text: Obama
                        sentiment: Neutral
                        begin_offset: 154
                        end_offset: 159
                      - type: PERSON
                        text: politician
                        sentiment: Neutral
                        begin_offset: 36
                        end_offset: 46
                      - type: PERSON
                        text: 44th
                        sentiment: Neutral
                        begin_offset: 65
                        end_offset: 69
                      - type: OTHER
                        text: president
                        sentiment: Neutral
                        begin_offset: 70
                        end_offset: 79
                      - type: ORGANIZATION
                        text: U.S.
                        sentiment: Neutral
                        begin_offset: 249
                        end_offset: 253
                      - type: ORGANIZATION
                        text: United States
                        sentiment: Neutral
                        begin_offset: 87
                        end_offset: 100
                      - type: ORGANIZATION
                        text: United States
                        sentiment: Neutral
                        begin_offset: 208
                        end_offset: 221
                      cost: 0.0
                    google:
                      items:
                      - type: PERSON
                        text: Barack Hussein Obama
                        sentiment: Neutral
                        begin_offset: null
                        end_offset: null
                      - type: PERSON
                        text: politician
                        sentiment: Neutral
                        begin_offset: 36
                        end_offset: 46
                      - type: PERSON
                        text: Obama
                        sentiment: Neutral
                        begin_offset: 154
                        end_offset: 159
                      - type: PERSON
                        text: member
                        sentiment: Neutral
                        begin_offset: 122
                        end_offset: 128
                      - type: PERSON
                        text: president
                        sentiment: Neutral
                        begin_offset: 191
                        end_offset: 200
                      - type: LOCATION
                        text: American
                        sentiment: Neutral
                        begin_offset: 27
                        end_offset: 35
                      - type: LOCATION
                        text: United States
                        sentiment: Neutral
                        begin_offset: 87
                        end_offset: 100
                      - type: LOCATION
                        text: United States
                        sentiment: Neutral
                        begin_offset: 208
                        end_offset: 221
                      - type: LOCATION
                        text: U.S.
                        sentiment: Neutral
                        begin_offset: 249
                        end_offset: 253
                      - type: PERSON
                        text: president
                        sentiment: Neutral
                        begin_offset: 70
                        end_offset: 79
                      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:
    BadRequest:
      type: object
      properties:
        error:
          $ref: '#/components/schemas/NestedBadRequest'
      required:
      - error
    textentity_sentimentEntitySentimentDataClass:
      properties:
        items:
          items:
            $ref: '#/components/schemas/Entity'
          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:
      - items
      - status
      title: textentity_sentimentEntitySentimentDataClass
      type: object
    NotFoundResponse:
      type: object
      properties:
        details:
          type: string
          default: Not Found
    textentity_sentimentEntitySentimentRequest:
      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
    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
    EntitySentimentEnum:
      enum:
      - Positive
      - Negative
      - Neutral
      - Mixed
      type: string
    Entity:
      properties:
        type:
          description: Recognized Entity type
          title: Type
          type: string
        text:
          description: Text corresponding to the entity
          title: Text
          type: string
        sentiment:
          allOf:
          - $ref: '#/components/schemas/EntitySentimentEnum'
          title: Sentiment
        begin_offset:
          default: null
          title: Begin Offset
          type: integer
        end_offset:
          default: null
          title: End Offset
          type: integer
      required:
      - type
      - text
      - sentiment
      title: Entity
      type: object
    StatusEnum:
      enum:
      - sucess
      - fail
      type: string
    NestedError:
      type: object
      properties:
        type:
          type: string
        message:
          type: string
      required:
      - message
      - type
    NestedBadRequest:
      type: object
      properties:
        type:
          type: string
        message:
          $ref: '#/components/schemas/FieldError'
      required:
      - message
      - type
    textentity_sentimentResponseModel:
      properties:
        google:
          $ref: '#/components/schemas/textentity_sentimentEntitySentimentDataClass'
          default: null
        amazon:
          $ref: '#/components/schemas/textentity_sentimentEntitySentimentDataClass'
          default: null
      title: textentity_sentimentResponseModel
      type: object
  securitySchemes:
    FeatureApiAuth:
      type: http
      scheme: bearer
      bearerFormat: JWT