This is an example toy local application that implements basic RAG queries for documents, based on OpenAI ChatGPT API and embedding-based Vector Search.
Currently under construction. Please stay tuned!
The project is setup by poetry. Use poetry to install the project:
poetry install
poetry shell
Add OPENAI_API_KEY to .env file:
OPENAI_API_KEY=sk-xxxx
After the above setup, run the ragtoy cli entry. For example, to add a new document:
ragtoy document add <path to doc>To chat with all the documents:
# start interactive chat loop
% ragtoy chat
question > What year was Alan Turing born?
Alan Turing was born on June 23, 1912.
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Sources:
Node ID: 31b33cbf-2a48-4b2b-8f44-1f239dc22e45
Text: 6 Google LaMDA chatbot 7 Conferences 7.1 Turing Colloquium 7.2
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