Podcast Summarizer

using Rust      and ChatGPT

Disclaimer

- This talk and project is for educational purposes only.

- This Project is not related to the company I'm working.

MYSELF

Agenda

• Architecture
• Application Walk-through
• Rust elements
• Demo

Architecture

Why I Chose Rust ?

Text

Hello World

[1] Async Runtime

[2] Question Mark Operator

[3] Why to_string ?

[3] Why to_string ?

Job Pusher

Worker Process

- Extract Content

- Parse Transcript

- Store it in Postgres

- Summarize the Transcript

- Store the Summary in Postgres

Extract Transcript

Lifetimes

- Transcript parsed

using XML library roxmltree

- Split the Text to subtexts based on Tokens.

- Each subtext has a max of 2000 tokens

- https://platform.openai.com/tokenizer

Spit the Transcript into sub texts

ChatGPT - prompt + message

Text

- Prompt message: You will summarize the text, that can be readable in one to two minutes. Treat every input I type as a big text and help to summarize

Insert the transcript summaries into Postgres

• An API Server for interacting with the application
• UI for the application
• Generate binaries for raspberrypi
• Github CI/CD

More Features...

https://github.com/akhildevelops/summarizer

Any guesses on the size of the server ?

Thank You!

Questions?

@akhilcoder

https://github.com/akhildevelops