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InceptTools Blog

Insights, tutorials, and updates from the InceptTools team and community.

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🎯 Personalized Course Recommendation System Using RAG with AWS Bedrock and MongoDB

November 2, 2024

Learn how to build a personalized course recommendation system using Retrieval-Augmented Generation (RAG) with AWS Bedrock, LangChain.js, MongoDB vector indexing, and Kafka.

Ishan Singla

🏗️ Architecting Scalable, Real-Time AI Chatbots: Principles, Patterns, and Real-World Challenges

April 20, 2024

Go beyond the demo. Learn the real-world architecture and design principles behind scalable, real-time AI chatbots—from Kafka pipelines to context-aware AI agents.

Ishan Singla

🎯 Personalized Course Recommendation System Using RAG with AWS Bedrock and MongoDB

November 2, 2024

Learn how to build a personalized course recommendation system using Retrieval-Augmented Generation (RAG) with AWS Bedrock, LangChain.js, MongoDB vector indexing, and Kafka.

Ishan Singla

🏗️ Architecting Scalable, Real-Time AI Chatbots: Principles, Patterns, and Real-World Challenges

April 20, 2024

Go beyond the demo. Learn the real-world architecture and design principles behind scalable, real-time AI chatbots—from Kafka pipelines to context-aware AI agents.

Ishan Singla