reducing_hallucinations_ai_agents

Reducing Hallucinations from AI Agents using Long-Term Memory

Introduction to Critique-Based Contexting with OpenAI, LangChain, and LanceDB

AI agents can help simplify and automate tedious workflows. By going through this fitness trainer agent example, we'll introduce how you can reduce hallucinations from AI agents by using critique-based contexting.

Colab walkthrough -

Setup

Set environment variables for SerpApi and OpenAI API

export OPENAI_API_KEY=...
export SERPAPI_API_KEY=...

Python

Run the script

python main.py --query "university student, loves running"

default query = university student, loves running

Argument	Default Value	Description
query	"university student ..."	query to search
llm	gpt-3.5-turbo-0613	OpenAI LLM to use
embeddings	text-embedding-ada-002	OpenAI embeddings model to use

Javascript

Run the script

node index.js