Apr 23, 2023
Task-driven Autonomous Agent Utilizing GPT-4, Pinecone, and LangChain for Diverse Applications
Posted by Kelvin Dafiaghor in categories: robotics/AI, security
NOTE: This article was written by GPT-4 based on the code base. For more info, read this.
Abstract:
In this research, we propose a novel task-driven autonomous agent that leverages OpenAI’s GPT-4 language model, Pinecone vector search, and the LangChain framework to perform a wide range of tasks across diverse domains. Our system is capable of completing tasks, generating new tasks based on completed results, and prioritizing tasks in real-time. We discuss potential future improvements, including the integration of a security/safety agent, expanding functionality, generating interim milestones, and incorporating real-time priority updates. The significance of this research lies in demonstrating the potential of AI-powered language models to autonomously perform tasks within various constraints and contexts.