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.
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