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Advanced AIRAG & AgentsCeloris Designs

Personalized AI Experiences with RAG & Agents

Build AI that knows your users, remembers their history, and anticipates their needs.

Escape the generic chatbot trap. This course teaches you how to build AI systems that provide truly 'magical' experiences by deeply understanding user context, maintaining long-term memory, and adapting dynamically to individual vibes and needs.

Personalized AI Experiences

Escape the Generic

Most AI wrappers perform exactly the same for every user. Learn how to create sticky products that feel "magical" because they truly know the user. Personalization directly correlates to lower churn and higher user satisfaction.

What You Will Master

Design sophisticated user profiles for explicit and implicit traits.
Implement user-centric RAG with metadata filtering and re-ranking.
Build robust memory systems using sliding windows and vector-based archival.
Develop agents that plan and act based on user habits and constraints.
Master tone and style transfer for dynamic output adaptation.
Implement feedback loops for continuous AI improvement.
Architect privacy-first systems with PII management and 'Right to be Forgotten'.
Mitigate bias and prevent AI-driven echo chambers.
Integrate LangGraph for stateful, multi-actor applications.
Use Graph RAG (Neo4j) to map complex user-entity relationships.

Curriculum Syllabus

Hands-On Capstone Project

Project: "The Concierge"

Build a Personal Travel & Lifestyle Assistant that demonstrates onboarding, stateful memory across sessions, user-weighted RAG, and multi-agent tool usage in a variety of communication tones.

The Concierge

Build a Personal Travel & Lifestyle Assistant that remembers preferences and suggests tailored itineraries.

LangGraph + Pinecone + Zep

Dynamic Style Mirror

An AI agent that automatically adapts its communication style and format to match the user's vibe.

Claude 3.5 + Prompt Engineering

Safe Memory System

A memory architecture that automatically scrubs PII and supports 'Right to be Forgotten' requests.

SQL + Anonymization APIs

Frequently Asked Questions

₹19999
Self-Paced Mastery
AI Personalization Certificate
6 Deep-Dive Modules
LangGraph Mastery
Lifetime Community Access
Presented by

Celoris Designs

Celoris Designs

Pioneers in Agentic Personalization

Bridging the gap between generic AI and truly personalized user experiences. We focus on building systems that feel human-like and contextually aware.

4.95(850+)
6-Week Self-Paced

Target Profile

  • Proficiency in Python
  • Familiarity with LLM APIs (OpenAI/Anthropic)
  • Basic understanding of vector databases (Pinecone, Weaviate, etc.)
  • Desire to build next-generation personalized AI products
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