Building multi-agent automation workflows using lyzr-automata ( talk )
Shreyas Kapale (~shreyas80) |
Description:
Lyzr Automata is a multi-agent automation/ orchestration framework designed to keep things simple, with a focus on workflow efficiency and effectiveness. It enables the creation of multiple agents that are coupled with specific tasks. The agents and tasks can run independently and complete the provided instructions, thus entering a stable state.The agentic system is a hot topic currently, and given the non-deterministic nature of LLM systems, along with the need for simple building blocks to construct workflows, there has arisen a need for an orchestration system and a directed flow automation framework. This proposal aims to discuss a newly released Python package named lyzr-automata, which facilitates the easy creation of multi-agent automation workflows.
https://github.com/LyzrCore/lyzr-automata
Please Note : We can do either talk / webinar
- Explaining fundamental concepts of Automata framework ( 5 mins )
- Creating models
- Agents with memory
- Tasks
- Tools
- Workflows
- Simple example of building a Linkedin post automation workflow using Automata. ( 5 mins ) - https://colab.research.google.com/drive/1na7qePmNE7v7hSFlrx06_QCuTabpmFEi#scrollTo=nGHF5tPMBEmA
- Demoing a project built on Automata called Jason ( A email based sales agent which can auto reply and try selling products/services to prospects) ( 5 mins )
- explaining about the next steps of automata and how its going to evolve as a framework ( 5 mins )
Prerequisites:
- Has used ChatGPT before
- Basics of Python
Video URL:
https://tella.video/shreyass-video-4wo5
Content URLs:
- https://github.com/LyzrCore/lyzr-automata
- https://tella.video/shreyass-video-4wo5
- https://docs.google.com/presentation/d/11hBhdKQs3jXGWlYh-iCbHtZrTxU2v1u2IYPxrWjbu4c/edit#slide=id.g2c740ede057_0_10
- https://colab.research.google.com/drive/1na7qePmNE7v7hSFlrx06_QCuTabpmFEi#scrollTo=nGHF5tPMBEmA
Speaker Info:
- Shreyas Kapale, Member of Technical Staff @ Lyzr.ai | Speaker PyCon 21, PyFlames 21 more about me - shreyaskapale.com/about.html
Speaker Links:
- PyFLAMES 2021- lightning talk on converting normal routers into
cloud routers
- PyCON INDIA 2021 - Talk on distributed computing using dask - https://www.youtube.com/watch?v=IC97e9ESrQ4