Parallel LLM Calls from Scratch — Tutorial For Dummies (Using PocketFlow!)
Ever felt like your program was stuck waiting... and waiting... for one API call to finish before starting the next? Especially with Large Language Models (LLMs), making multiple requests one by one can feel like watching paint dry. This guide breaks down how to drastically speed things up using parallel processing with the PocketFlow Parallel Batch Example! Turbocharge Your LLM Tasks: From Serial Slowness to Parallel Power! Imagine you need an LLM to translate something into eight languages. The usual way? Ask for Chinese. Wait.

Ever felt like your program was stuck waiting... and waiting... for one API call to finish before starting the next? Especially with Large Language Models (LLMs), making multiple requests one by one can feel like watching paint dry. This guide breaks down how to drastically speed things up using parallel processing with the PocketFlow Parallel Batch Example!
Turbocharge Your LLM Tasks: From Serial Slowness to Parallel Power!
Imagine you need an LLM to translate something into eight languages. The usual way?
- Ask for Chinese. Wait.