Analyse the Workato Job Log with MemGPT and AutoGen

Ferry Djaja
8 min readDec 11, 2023

In this tutorial I would like to go through my use case to get the Workato recipe job log real-time and instruct the agent to conduct the analysis and subsequently generate a chart based on the obtained data. For this use case, I will be using MemGPT with AutoGen.

Memory-GPT (MemGPT)

MemGPT enables LLMs to manage their own memory and overcome limited context windows. Large Language Models (LLMs) face a limitation in terms of their context window, which restricts their effectiveness in extended…