A Simple Program for Q&A Over Document
A node.js implementation of a simple chat program using the tutorials on langchain.
This is a small CLI application I created to experiment with OpenAI and langchain. The use case is question and answer over documents.
Here is an illustrated conversation. In this demo, I used Google's Javascript Style Guide as the reference document. Google standarizes on the Closure compiler, but users are free to select their own testing framework. As you can see in the demo below, by choosing a low temperature, and using langchain to provide the prompt, the program can query ChatGPT to get the correct answer.
load
> Input the document:
guide.txt
Successfully loaded
answer
> Input the search query:
compiler
> What questions do you have?
What is the recommended compiler?
Thinking... (4 references)
The recommended compiler is Closure Compiler.
answer
> Input the search query:
compiler
> What questions do you have?
What does the compiler do?
Thinking... (4 references)
The Closure Compiler performs type checking and other checks, optimizations and other transformations
(such as ECMAScript 6 to ECMAScript 5 code lowering).
answer
> Input the search query:
testing
> What questions do you have?
What testing framework should I use?
Thinking... (4 references)
I don't know.
summary
Summarizing...
We discussed the Google JavaScript Style Guide. You asked about the recommended compiler,
what it does, and the testing framework to use. Here is a summary of my answer: The recommended
compiler is Closure Compiler and it performs type checking and other checks, optimizations
'and other transformations (such as ECMAScript 6 to ECMAScript 5 code lowering).
I don't know which testing framework to use.