gpt-cotts
Table of Contents
Current Project!
gpt-cotts
[Updated on: 8/01/2024]
gpt-cotts is my personal wrapper for the latest OpenAI model (currently running on gpt-4). All NLP tasks are being handled by FastAPI. The frontend is a NextJS / ReactJS app.
The project is currently being run on a AWS EC2 instance, although this may be changed due to costs lol. I currently have a system which allows for querying over your notes with vanilla RAG.
Next steps:
- Authentication (pm me on Twitter for access once this is set up)
- Improved RAG techniques, such as sentence window retrieval / auto merging retrieval. Possibly llamaindex??
- RAG eval techniques - shown to me initially and at some point to the user.
- DB for notes as currently it's just directly stored in Markdown.
Check out the current version here. Please bear in mind the website will probably be switched off 8pm - 6am UK time, if you want it on during those times, let me know we can sort something out.
Key Technologies
- python
- FastAPI
- reactjs