NeuralAudience

Description

This plugin is designed to analyze the comments from a given YouTube video and generate a persona based on the content of those comments. It uses a combination of Google Cloud Translation API, TextBlob sentiment analysis, and OpenAI's GPT-3 API to achieve this.

When the user submits a YouTube URL, the plugin extracts the video ID, retrieves the video comments, translates non-English comments, and analyzes their sentiment. It then combines the translated comments into a single string, truncating it if necessary. The comments are used as input to the GPT-3 API, which generates a persona based on the content and sentiment of the comments.

The generated persona includes information on the general tone of the comments, key demographics of the commenters, their goals and interests, their ratings on the Big Five personality traits (openness, conscientiousness, extraversion, agreeableness, and neuroticism), their main pain points, their intent, and their overall sentiment on a scale from 0 to 10.

Details

Added7 months ago

Votes0

Total Installations0

Categorymarketing

CompanyGetInference

CountryUnited Kingdom

https://stingray-app-9pild.ondigitalocean.app/.well-known/ai-plugin.json

{
    "schema_version": "v1",
    "name_for_model": "yt_persona_generator",
    "name_for_human": "YouTube Persona Generator",
    "description_for_model": "A plugin to generate personas based on YouTube video comments.",
    "description_for_human": "A plugin to generate personas based on YouTube video comments.",
    "auth": {
        "type": "user_http",
        "authorization_type": "bearer"
    },
    "api": {
        "type": "openapi",
        "url": "https://stingray-app-9pild.ondigitalocean.app/openapi.yaml",
        "has_user_authentication": false
    },
    "logo_url": "https://stingray-app-9pild.ondigitalocean.app/.well-known/logo.png",
    "contact_email": "getinference@gmail.com",
    "legal_info_url": "https://stingray-app-9pild.ondigitalocean.app/legal-info"
}

https://stingray-app-9pild.ondigitalocean.app/openapi.yaml

openapi: 3.0.2
info:
  title: YouTube Persona Generator
  description: A plugin that allows the user to generate personas from YouTube video comments using ChatGPT. The user can either access the application directly or via API endpoints.
  version: 'v1'
servers:
  - url: https://stingray-app-9pild.ondigitalocean.app/
paths:
  /api/video_comments:
    post:
      operationId: getVideoComments
      summary: Get the video comments
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/getVideoCommentsRequest'
      responses:
        "200":
          description: OK
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/getVideoCommentsResponse'
  /api/generate_persona:
    post:
      operationId: generatePersona
      summary: Generate the persona based on the comments
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/generatePersonaRequest'
      responses:
        "200":
          description: OK
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/generatePersonaResponse'
  /api/process_chat_message:
    post:
      operationId: processChatMessage
      summary: Process the chat message and extract YouTube URL
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/processChatMessageRequest'
      responses:
        "200":
          description: OK
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/processChatMessageResponse'
components:
  schemas:
    getVideoCommentsRequest:
      type: object
      required:
      - video_id
      properties:
        video_id:
          type: string
          description: The video ID of the YouTube video.
    getVideoCommentsResponse:
      type: object
      properties:
        comments:
          type: array
          items:
            type: string
          description: The list of video comments.
    generatePersonaRequest:
      type: object
      required:
      - comments
      properties:
        comments:
          type: array
          items:
            type: string
          description: The list of comments to generate the persona from.
    generatePersonaResponse:
      type: object
      properties:
        persona:
          type: string
          description: The generated persona based on the input comments.
    processChatMessageRequest:
      type: object
      required:
      - message
      properties:
        message:
          type: string
          description: The chat message containing the YouTube URL.
    processChatMessageResponse:
      type: object
      properties:
        comments:
          type: array
          items:
            type: string
          description: The list of video comments.

NeuralAudience

Description

Details

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