Brainstorming MultiAgent Workflows

Data Science Dojo · Intermediate ·🤖 AI Agents & Automation ·1y ago
In this video, we explore how multi-agent workflows can improve decision-making and task automation. Using a real-world healthcare example, we break down how different AI agents collaborate to provide seamless assistance to a cancer patient. 🔹 What are Multi-Agent Workflows? Multi-agent systems use multiple AI-powered agents, each with specialized knowledge and responsibilities, to handle different tasks. 💡 Example: AI-Assisted Healthcare Imagine a cancer patient needing medical support: ✅ Medical Records Agent – Stores and retrieves patient history ✅ Nutritionist Agent – Provides dietary advice based on medical history ✅ Palliative Care Agent – Offers guidance for managing symptoms and well-being ✅ Supervisor Agent – Routes patient queries to the right specialist 🔍 How It Works: 1️⃣ The Supervisor Agent analyzes the patient’s question. 2️⃣ It directs the query to the most relevant agent (e.g., medical history, nutrition, or palliative care). 3️⃣ The response is consolidated, ensuring the patient receives accurate and personalized advice. 💻 Hands-On Implementation We also dive into building a multi-agent system using tools like LangGraph, LangChain, and Pandas, setting up agent nodes, defining states, and creating an efficient supervisor routing system. 📌 Checkout our events page and stay tuned for insightful events coming your way!: https://datasciencedojo.com/events/ 🔗 Subscribe to keep up to date with our community series now! #AI #MultiAgentSystems #MachineLearning #AIWorkflows #Automation #LangChain #AIApplications
Watch on YouTube ↗ (saves to browser)
Sign in to unlock AI tutor explanation · ⚡30

Playlist

Uploads from Data Science Dojo · Data Science Dojo · 0 of 60

← Previous Next →
1 Feature Engineering and Predictive Modeling | Data Analytics with R and Azure ML | Community Webinar
Feature Engineering and Predictive Modeling | Data Analytics with R and Azure ML | Community Webinar
Data Science Dojo
2 Data Exploration and Visualization | Beginning Azure ML | Part 3
Data Exploration and Visualization | Beginning Azure ML | Part 3
Data Science Dojo
3 Reading External Data Sources | Beginning Azure ML | Part 2
Reading External Data Sources | Beginning Azure ML | Part 2
Data Science Dojo
4 Importing Data, Accessing, & Creating a New Experiment | Beginning Azure ML | Part 1
Importing Data, Accessing, & Creating a New Experiment | Beginning Azure ML | Part 1
Data Science Dojo
5 Casting Columns & Renaming Columns | Beginning Azure ML | Part 4
Casting Columns & Renaming Columns | Beginning Azure ML | Part 4
Data Science Dojo
6 Scrub Missing Values & Project Columns | Beginning Azure ML | Part 5
Scrub Missing Values & Project Columns | Beginning Azure ML | Part 5
Data Science Dojo
7 Feature Engineering & R Script | Beginning Azure ML | Part 6
Feature Engineering & R Script | Beginning Azure ML | Part 6
Data Science Dojo
8 Building Your First Model | Beginning Azure ML |  Part 7
Building Your First Model | Beginning Azure ML | Part 7
Data Science Dojo
9 Run and Fine-Tune Multiple Models | Beginning Azure ML | Part 8
Run and Fine-Tune Multiple Models | Beginning Azure ML | Part 8
Data Science Dojo
10 Deploying Your First Predictive Model As a Web Service | Beginning Azure ML | Part 9
Deploying Your First Predictive Model As a Web Service | Beginning Azure ML | Part 9
Data Science Dojo
11 Using R API to Obtain Predictions From Your Web Service Beginning Azure ML | Part 10
Using R API to Obtain Predictions From Your Web Service Beginning Azure ML | Part 10
Data Science Dojo
12 Using Python API to Obtain Predictions From Your Web Service | Beginning Azure ML | Part 11
Using Python API to Obtain Predictions From Your Web Service | Beginning Azure ML | Part 11
Data Science Dojo
13 Twitter Sentiment Analysis | Natural Language Processing | Community Webinar
Twitter Sentiment Analysis | Natural Language Processing | Community Webinar
Data Science Dojo
14 Listening to the Melody of the Universe (LIGO Gravitational Waves Presentation) | Community Webinar
Listening to the Melody of the Universe (LIGO Gravitational Waves Presentation) | Community Webinar
Data Science Dojo
15 David Wechsler on the Impact of Data Science Bootcamp
David Wechsler on the Impact of Data Science Bootcamp
Data Science Dojo
16 Andrew Choi on the Impact of Data Science Bootcamp
Andrew Choi on the Impact of Data Science Bootcamp
Data Science Dojo
17 Microsoft's Software Engineer Shares Her Experience with Data Science Bootcamp
Microsoft's Software Engineer Shares Her Experience with Data Science Bootcamp
Data Science Dojo
18 Michael DAndrea on the Impact of Data Science Bootcamp
Michael DAndrea on the Impact of Data Science Bootcamp
Data Science Dojo
19 Data Driven Decision-Making with Data Science Bootcamp: Artem Kopelev's Revelation
Data Driven Decision-Making with Data Science Bootcamp: Artem Kopelev's Revelation
Data Science Dojo
20 Learn the Fundamentals of Data Science: Srinivas Rao's Experience with Data Science Bootcamp
Learn the Fundamentals of Data Science: Srinivas Rao's Experience with Data Science Bootcamp
Data Science Dojo
21 Re-Learning Data Science with Data Science Bootcamp: Analyst's Revelation
Re-Learning Data Science with Data Science Bootcamp: Analyst's Revelation
Data Science Dojo
22 Scale R to Big Data with Hadoop & Spark | Community Webinar
Scale R to Big Data with Hadoop & Spark | Community Webinar
Data Science Dojo
23 Enhancing Skills with Data Science Bootcamp: Sharon Lane-Getaz's Revelation
Enhancing Skills with Data Science Bootcamp: Sharon Lane-Getaz's Revelation
Data Science Dojo
24 Ryan DeMartino on the Impact of Data Science Bootcamp
Ryan DeMartino on the Impact of Data Science Bootcamp
Data Science Dojo
25 Software Engineer at Microsoft Reveals About His Experience with Data Science Bootcamp
Software Engineer at Microsoft Reveals About His Experience with Data Science Bootcamp
Data Science Dojo
26 Wade Wimer on the Impact of Data Science Bootcamp
Wade Wimer on the Impact of Data Science Bootcamp
Data Science Dojo
27 Analyzing Data with Data Science Bootcamp: Hannah Richta's Revelation
Analyzing Data with Data Science Bootcamp: Hannah Richta's Revelation
Data Science Dojo
28 Applying Data Science Skills to The Current Role with Bootcamp: Marcos Lacayo's Revelation
Applying Data Science Skills to The Current Role with Bootcamp: Marcos Lacayo's Revelation
Data Science Dojo
29 Lance Milner on the Impact of Data Science Bootcamp
Lance Milner on the Impact of Data Science Bootcamp
Data Science Dojo
30 Deloitte's Data Scientist Revelation: Learning Predictive Analytics with Data Science Bootcamp
Deloitte's Data Scientist Revelation: Learning Predictive Analytics with Data Science Bootcamp
Data Science Dojo
31 Rajesh Patil's Experience at Data Science Bootcamp As an Enterprise Architect
Rajesh Patil's Experience at Data Science Bootcamp As an Enterprise Architect
Data Science Dojo
32 Michael Atlin on the Impact of Data Science Bootcamp
Michael Atlin on the Impact of Data Science Bootcamp
Data Science Dojo
33 Amina Tariq's In-Person Experience at Data Science Bootcamp
Amina Tariq's In-Person Experience at Data Science Bootcamp
Data Science Dojo
34 Ceo's Revelation about Data Science Bootcamp
Ceo's Revelation about Data Science Bootcamp
Data Science Dojo
35 Stephen Miller Describes His Experience at Data Science Dojo's Bootcamp
Stephen Miller Describes His Experience at Data Science Dojo's Bootcamp
Data Science Dojo
36 Kevin Hillaker on the Impact of Data Science Bootcamp
Kevin Hillaker on the Impact of Data Science Bootcamp
Data Science Dojo
37 Marko Topalovic's Experience with Data Science Bootcamp
Marko Topalovic's Experience with Data Science Bootcamp
Data Science Dojo
38 Text Analytics With Python, Cognitive Services & PowerBI | Data Analytics | Community Webinar
Text Analytics With Python, Cognitive Services & PowerBI | Data Analytics | Community Webinar
Data Science Dojo
39 Unisys Manager's Revelation: Visualizing Real Time Data with Data Science Bootcamp
Unisys Manager's Revelation: Visualizing Real Time Data with Data Science Bootcamp
Data Science Dojo
40 Learn Data Mining with Data Science Bootcamp: Ryan LaBrie's Revelation
Learn Data Mining with Data Science Bootcamp: Ryan LaBrie's Revelation
Data Science Dojo
41 Vang Xiong on the Impact of Data Science Bootcamp
Vang Xiong on the Impact of Data Science Bootcamp
Data Science Dojo
42 Data Scientist's Experience at Our Data Science Bootcamp
Data Scientist's Experience at Our Data Science Bootcamp
Data Science Dojo
43 Alejandro Wolf Yadlin on the Impact of Data Science Bootcamp
Alejandro Wolf Yadlin on the Impact of Data Science Bootcamp
Data Science Dojo
44 Introduction To Titanic Kaggle Competition | Part 1
Introduction To Titanic Kaggle Competition | Part 1
Data Science Dojo
45 Learning How to Code in R with Data Science Bootcamp: Priscilla Mannuel's Revelation
Learning How to Code in R with Data Science Bootcamp: Priscilla Mannuel's Revelation
Data Science Dojo
46 Andrew Berman On Why Data Science Bootcamp Is Better Fit for Him
Andrew Berman On Why Data Science Bootcamp Is Better Fit for Him
Data Science Dojo
47 How To Do Titanic Kaggle Competition in R | Part 3.1
How To Do Titanic Kaggle Competition in R | Part 3.1
Data Science Dojo
48 How to do the Titanic Kaggle competition in R | Part 3.1
How to do the Titanic Kaggle competition in R | Part 3.1
Data Science Dojo
49 Delve Deeper into Data Science with Data Science Bootcamp
Delve Deeper into Data Science with Data Science Bootcamp
Data Science Dojo
50 Bank of America Data Scientist Reveals His Experience of Data Science Bootcamp
Bank of America Data Scientist Reveals His Experience of Data Science Bootcamp
Data Science Dojo
51 Shaena Montanari on the Impact of Data Science Bootcamp
Shaena Montanari on the Impact of Data Science Bootcamp
Data Science Dojo
52 Types of Sampling | Introduction to Data Mining | Part 12
Types of Sampling | Introduction to Data Mining | Part 12
Data Science Dojo
53 Sampling for Data Selection | Introduction to Data Mining | Part 11
Sampling for Data Selection | Introduction to Data Mining | Part 11
Data Science Dojo
54 Data Aggregation | Introduction to Data Mining | Part 10
Data Aggregation | Introduction to Data Mining | Part 10
Data Science Dojo
55 Data Cleaning | Introduction to Data Mining | Part 9
Data Cleaning | Introduction to Data Mining | Part 9
Data Science Dojo
56 Missing & Duplicated Data | Introduction to Data Mining | Part 8
Missing & Duplicated Data | Introduction to Data Mining | Part 8
Data Science Dojo
57 Data Noise | Introduction to Data Mining | Part 7
Data Noise | Introduction to Data Mining | Part 7
Data Science Dojo
58 Graph and Ordered Data | Introduction to Data Mining | Part 5
Graph and Ordered Data | Introduction to Data Mining | Part 5
Data Science Dojo
59 Document Data & Transaction Data | Introduction to Data Mining | Part 4
Document Data & Transaction Data | Introduction to Data Mining | Part 4
Data Science Dojo
60 Data Quality | Introduction to Data Mining | Part 6
Data Quality | Introduction to Data Mining | Part 6
Data Science Dojo

Related AI Lessons

Google I/O 2026 live blog: Updates on Android, Gemini AI, XR, and more we expect
Get the latest updates from Google I/O 2026 on Android, Gemini AI, XR, and more
ZDNet
Looking for a Founding Engineer / Technical Partner (AI Agent + Fintech Rails)
Learn how to join a startup as a founding engineer and technical partner, focusing on AI agents and fintech with Rails, and understand the key responsibilities and requirements for the role
Dev.to AI
Do Androids Dream of Your Electric Life?
Explore the intersection of AI, robotics, and human life, including AI memory, sleeping machines, and ownership of dreams
Dev.to AI
How to tell whether an AI capability pack can actually help you ship
Learn to evaluate AI capability packs beyond just prompts and understand their true value in helping AI agents work with evidence and report failures.
Dev.to AI
Up next
OpenClaw 5.18 Update Just Dropped...
Julian Goldie SEO
Watch →