NLP Services

The OpenAI API is used to generate descriptions from the information retrieved from Pretalx.

Attributes added to the session records:

Record	Description
sm_teaser_text	A short engaging text with about 50 tokens
sm_short_text	A short description with about 100 tokens
sm_long_text	A short description with about300 tokens

Setup

Add your API key for Open AI to config_local.yaml.

openai:
  api_key: "your-api-key..."

The API key can be found in your OpenAI account

Prompts

Prompts can be adjusted in the config. Add custom prompts to config_local.yaml.

prompts:
  teaser: >
    You are an expert editor and your task is to write one short teaser sentence to encourage people to watch
    the video based on the title and text.  The teaser should be a short sentence that is catchy and engaging.
    Use a professional tone. Start with 'Watch'.
  # note there is a placeholder to instruct about the desired the length: {max_tokens}
  description: >
    You are an expert editor and your task is to create a continuous text with about {max_tokens} tokens.
    The text describes the talk and should be concise and informative please. Mention the speaker names,
    jobs and companies. Never use the verb 'delve'. Make sure only to mention jobs and companies
    if they are mentioned in the text. 

Alternatives

Other LLMs can be used via monkey patching teaser_text and sized_text in the nlpserice module.