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Courses

Course: LlamaIndex + CrewAI + AutoGen

Design, orchestrate, and deploy advanced multi-agent AI systems using modern open-source frameworks. This course focuses on agent collaboration, reasoning, autonomy, and real-world enterprise workflows.

Duration: 20 Hours
Level: Intermediate–Advanced
Audience: ML Engineers, AI Engineers, Architects, Startup Builders
Price: ₹20000 INR

Course Content

Module 1: Multi-Agent System Foundations

  • Multi-agent architectures
  • Role-based vs collaborative agents
  • Planner–Executor–Critic pattern
  • ReAct & multi-step reasoning
  • Tool-augmented agents

Module 2: LlamaIndex Agents

  • LlamaIndex framework
  • QueryEngine & Agents
  • Tool calling & memory systems
  • PDFs, Excel, websites ingestion
  • Tool-based reasoning agents

Module 3: CrewAI

  • CrewAI concepts
  • Agents, roles & tools
  • Crew workflows
  • Multi-agent orchestration
  • Human feedback & long-horizon tasks

Module 4: AutoGen 2

  • Assistant agent & User proxy
  • GroupChat agents
  • Code execution
  • Guardrails & safety
  • Multi-agent conversations

Module 5: Advanced Retrieval (ColBERT + RAGFusion)

  • Why ColBERT improves retrieval
  • Hybrid search & re-ranking
  • RAGFusion architecture

Hands-On Labs

  • Lab 1 — LlamaIndex Task Agent (Tools, PDFs, Context Memory)
  • Lab 2 — CrewAI Multi-Agent Team (Researcher, Writer, Reviewer)
  • Lab 3 — AutoGen Code Execution Agent (Python, Charts, Reports)
  • Lab 4 — Agent Evaluation & Safety (Guardrails, Autonomy, Monitoring)

Final Project

Multi-Agent Analyst System

  • Research any topic
  • Summarize insights
  • Extract structured data
  • Generate charts
  • Produce final PDF report

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Why Choose Us

We're Best in Data Industry with 10 Years of Experience

We’re leaders in the data industry with over 10 years of experience, delivering innovative data solutions that drive business transformation. Our expertise in data pipeline creation has empowered various clients across industries to harness the full potential of their data. For a global fintech firm, we built real-time data pipelines enabling instant fraud detection and risk monitoring. For a leading retail company, we developed scalable pipelines for real-time sales and inventory tracking. Additionally, for a healthcare provider, we created pipelines for secure, real-time patient data processing, improving care and compliance.

Real time Data Ingestion
Batch Data Ingestion
Event Handling on Moving data

21

Happy Clients

84

Project Complete

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