Live demos hosted on AWS have been disabled to scale down EC2 instance to cut down cloud costs. Please refer to demo videos found in each blog instead.

Demo​

This blog is built on top of

Real Time Evaluation​

• Math Agent not adhering to Math Topic: (topic_adherence=0)
  • Query on Taylor Swift is not Math related
• Math Agent adhering to Math Topic on 2nd Human Query: (topic_adherence=0.5)
  • Query what is 1+1 is Math related

Demo​

Check out the following interactive dashboards, Grafana and Langfuse, before I dive into the blog!

Username and password:

• demo@demo.com
• D3m@123456

Grafana​

Demo​

Check out the demo before I dive into the blog!

Introduction​

In this blog, I explore how a complex problem with moving parts can be solved, by having it broken down into smaller problems to be solved—automatically.

Demo​

Check out the demo before I dive into the blog!

Introduction​

In this blog, I explore how automation simplifies problem-solving by testing AI’s ability to break tasks into subproblems. This use case worked with a single agent, but more complex problems require multi-agent orchestration—covered in the next blog.

Demo​

Feel free to check out the demo here before I dive into the blog!

Introduction​

It has been a while since I last shared my thoughts on designing and building an Agentic RAG system in my previous Medium Blog. In this post, I aim to first discuss the inspiration behind building the system and then delve into the challenges I encountered, along with potential future hurdles.