workflows

A Developer’s Guide to Constructing Scalable AI: Workflows vs Agents

I had just began experimenting with CrewAI and LangGraph, and it felt like I’d unlocked an entire latest dimension of constructing. Suddenly, I didn’t just have tools and pipelines — I had . I...

Combating Clinician Burnout with AI: A 2025 Vision for Smarter Healthcare Workflows

The healthcare landscape as we knew it, like several other industries, has been fundamentally transformed by artificial intelligence over the past couple of years. While many debate the advantages and disadvantages of this variation...

Plotly’s AI Tools Are Redefining Data Science Workflows 

Is there anything more frustrating than constructing a robust data model but then struggling to show it right into a tool stakeholders can use to realize their desired consequence? Data Science has never been...

Automate Supply Chain Analytics Workflows with AI Agents using n8n

Why construct things the hard way when you may design them the smart way? As a Supply Chain Data Scientist, I’ve explored various frameworks like LangChain and LangGraph to construct AI agents using Python. The illustration...

Microsoft AutoGen: Multi-Agent AI Workflows with Advanced Automation

Microsoft Research introduced AutoGen in September 2023 as an open-source Python framework for constructing AI agents able to complex, multi-agent collaboration. AutoGen has already gained traction amongst researchers, developers, and organizations, with over 290...

Optimizing Company Workflows with AI Agents: Myth or Reality?

A ProblemAs more large firms put money into AI agents, viewing them as the longer term of operational efficiency, a growing wave of skepticism is emerging. While there’s excitement concerning the potential of those...

Constructing an Interactive UI for Llamaindex Workflows

When starting the workflow from the terminal, it is easy to see which step it's executing and the logging we put in those steps.When sending a "request_user_input" event to the user, we only need...

A Powerful Feature for Boosting Python Code Efficiency and Streamlining Complex Workflows

All it is advisable to learn about Python loopsPython’s ability to handle repetitive tasks, automate processes, and implement complex algorithms through its powerful loops, is kind of notable. To assist Python enthusiasts fully understand...

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