Mentioned by Keith himself:
A summary of my views distilled from 500 hours of interviews, podcasts and posts.

https://twitter.com/rabois/status/1675608856120926208


Lessons from Keith Rabois

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Search this OpenIndex collection programmatically by using our APIs.

Create a conversational or autonomous agent. The agent can access collections of documents and websites, search and other tools.

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This chatbot will answer all your questions about Acme's HR policy

Positive values penalize new tokens based on their existing frequency in the text so far, decreasing the model's likelihood to repeat the same line verbatim.

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The penalty used to modify the next token probabilities based on whether the same token has already been generated in the current sequence. This encourages diversity in the generated text.

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Temperature controls the randomness of the generated text. Lower temperature results in less random completions. As the temperature approaches zero, the model will become deterministic and repetitive. Higher temperature results in more random completions.

An alternative to sampling with temperature, called nucleus sampling, where the model considers the results of the tokens with top_p probability mass. So 0.1 means only the tokens comprising the top 10% probability mass are considered.

OpenIndex will calculate and store embeddings, or vectors of numbers representing your documents. This allows you to interact with those documents through an OpenIndex agent or by using OpenIndex as a ChatGPT plugin.

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Build a conversational or autonomous agent accessing documents, search and other tools.

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Prompt to help write an engineering job description

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Agents are the conversational interfaces to your documents and websites.

OpenIndex will calculate and store embeddings, or vectors of numbers representing your documents, to allow for semantic search.

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Upload your own documents and data to have ChatGPT reason and answer questions about them. Use references and sources for maximum accuracy.

Add your GitHub repos and Notion pages to your company's knowledge base to get personalized and relevant answers from your AI agents.

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Acme Inc is a leading provider of AI agents and chat bots. Our value proposition is ...

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Use AI to write a complete business plan for your next big idea.

Describe your business idea in few sentences.

AI Business Plan Generator

Use AI to write the best cover letter and get your next job interview.

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Cover Letter Generator

Extract a table of structured information from a text document

Doc2Table

Analyze text answers, survey responses, customer feedback, etc and identify key topics and themes.

Enter answers, surveys responses, customer feedback, etc, one per line

Doc2Topics

Use AI to expand a topic into a table of content of sections and subsections and finally into text.

AI Article Generator

Use AI to write the best Instagram bio and get more followers.

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AI Instagram Bio Generator

Use AI to write the best job description and get interest from candidates.

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Job Description Generator

Use AI to write the best LinkedIn post and get more engagement.

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AI LinkedIn Post Generator

Use AI to write a professional resignation letter and leave your job on good terms.

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Resignation Letter Generator

Add some spice to your writing, edit your text in different styles and make it more interesting and effective.

Spice It Up

Use AI to get a quick summary of your documents, PDFs or websites.

Summarize

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Lessons from Keith Rabois

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