- 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
https://github.com/techleadhd/chatgpt-retrieval
Simple script to use ChatGPT on your own files.
Here's the YouTube Video.
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/.
- 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
- 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
- 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!