ChatGPT with Retrival

• Generated a fake student's information
• Using ChatGPT, Langchain and Chroma vector DB
• Ask some questions about the data
• check out the files in the data/ directory
• installation instructions below

Original Repo

https://github.com/techleadhd/chatgpt-retrieval

Simple script to use ChatGPT on your own files.

Here's the YouTube Video.

Installation

Install Langchain and other required packages.

$ virtualenv venv
$ source venv/bin/activate
$ pip install -r requirements.txt

Modify constants.py.default to use your own OpenAI API key, and rename it to constants.py.

Place your own data into data/.

Example Questions to ask

Personal information questions

• tell me everything you know about john
• what is john's favorite food?
• How old was john on Jan 1, 2023?
  • (this works better?) today is sept 28, 2023, how old is john today? think it through take it step by step
• If today is Sept 10, 2023, and john ate his favorite food once a week since he was 10 years old, how much of it would he have eaten?
  • should be 404 weeks, 1 day

Psych-Ed Assessment questions

• who performed his psych ed assessment
• what did the doctor recommend?
• what was the doctor's diagnosis in the psych-ed assessment?
  • it seems to struggle with this
• was john diagnosed with autism?
  • no it was adhd

IEP questions

• Who were the teachers that wrote the 2020, 2021 and 2022 individual education plans?
• Who was his teacher in 2021 individual education plan?
• Who was his teacher in 2020 individual education plan?

Notes: the test code seems to do pretty badly on the IEP questions. Maybe a result of the IEP docs not being loaded into the context?

Definitely lots of room for improvement, but good enough for an evening hack!