I was able to release the framework that I had developed to build my own agents as a python library. Also open sourced the code. Feels good.

I was working on building an app builder for the past few months. While I had issues with the app builder itself due to consistency, I felt it would be good to release the base framework that I had been working on for quite some time so that others can also try and build agents on top. To be honest, I had no intention of building one and I had spent weeks working on Autogen and Langchain. But they were too restrictive so I started with a simple wrapper on top of OpenAI and Claude python libraries and kept adding more layers to make it more user friendly.

Here's the link to the github repo. I am still working on it so feel free to try out and report issues.

What it can do is let you save chat histories in files or S3, cross breed chats between LLMs (Claude and OpenAI) and track your token usage.

[https://github.com/uditk2/multimodalagentframework](https://github.com/uditk2/multimodalagentframework)