easy_gpt_utils

Easy GPT Utils include 1. chat completion 2. embedding and 3. vector database and others to help create app based on GPT and vector search (vector database is not implemented yet)

gpt

gpt is a simple util to use OpenAI's chat modles such as gpt-3.5-terbo gpt-4 etc. It has functions:

1. calculate token of a string
2. split string by paragraph and sentences within maximum token limit
3. set model, temprature
4. set system prompt and post prompt
5. add context infomation to query
6. remember talking history(buggy, will exceed token limit)

embedding

embedding is a simple util to create embedding (1536 dimension victor) for strings and paragraphs, It has functions:

1. create embedding from string ,paragrahp and file
2. save embeddings to file

vector_database

support pinecorn as vector database now

latest version

V0.1.10

In summary, easy_gpt_utils is now on early stage and hope it could help to create more powerful AI Apps in the future