Advanced Agentic AI: RAG 2.0, SLMs & Multi-Agent Systems

2 daysInstructor-led WorkshopSenior software engineers, AI architects

Program Overview

Explores the cutting edge of agentic AI systems. Participants deep-dive into next-generation RAG architectures, small language models, multi-agent frameworks, and the observability and evaluation practices required to operate AI agents in production.

Duration

2 days

Format

Instructor-led Workshop

Audience

Senior software engineers, AI architects

Curriculum

What You'll Learn

01RAG 2.0 Stack — Query routing, hybrid search, re-ranking, contextual compression, and multi-step retrieval pipelines

02Small Language Models (SLMs) — Model selection, on-device deployment, fine-tuning SLMs, and when to choose SLMs over large models

03Advanced Prompting Techniques — Chain-of-thought, tree-of-thought, self-consistency, meta-prompting, and structured output

04Multi-Agent Frameworks — Agent design patterns, orchestration, inter-agent communication, and task decomposition

05Agent Protocols — Function calling conventions, tool use specs, memory management, and agent-to-agent communication standards

06Observability for AI Agents — Trace visualization, cost tracking, latency monitoring, and agent fleet dashboards

07Evaluations (Evals) — Benchmark design, automated evaluation pipelines, regression testing, and quality metrics

08Architecture Patterns — Reference architectures for production agentic AI systems and scaling considerations

The bILTup Difference

This isn't off-the-shelf training

Built around your tech stack

Not a generic curriculum — we design every module around the languages, frameworks, and tools your team actually uses.

Labs modeled on your work environment

Hands-on exercises drawn from your real codebase, infrastructure, and business challenges — not contrived examples.

Delivered by domain practitioners

Your instructor is a working technologist with real-world experience in this exact domain — not a generalist reading slides.

Ready to build a custom version of this program?

Every program we deliver is fully tailored to your team, your stack, and your business goals.

Talk to Our Team

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