jonopyth

an ongoing and growing gathering of python stuff (mostly for wrestling with those enigmatic LLMs!)

components

• evalrouting_code_generator.py
  • make the LLM write code snippets for you
  • makes use of evaluative routing (iterative improvement)
• orchestrated_trip.py
  • travel itinerary maker
  • makes use of LLM orchestration (splits big task into subtasks)
• output_json.py
  • prompt response as a JSON object
  • makes use of response_format
• prompt_chaining_summarizer.py
  • LLM response summarizer (get output in 1 sentence and 3 bullet points!)
  • makes use of prompt chaining

setup

git clone https://github.com/joncoded/jonopyth.git

api key

you will require a free Groq API key

(Groq is not to be confused with xAI's Grok)

using the API key on Terminal (Mac/Linux)

% export GROQ_API_KEY=your_api_key

using the API key on Command Prompt (Windows)

C:\> set GROQ_API_KEY=your_api_key

demo

after cloning the repo onto your local machine, run this command

on Terminal (Mac/Linux):

% python3 anypyfile.py

on Command Prompt (Windows):

C:\> python anypyfile.py

note: everything is text-based (no website or local web app yet!)