Technical
Deep technical guides on AI, vector search, RAG, embeddings, and building production-ready chatbot systems.
All Technical Articles
Advanced RAG Optimization: Chunking, Re-ranking & Hybrid Retrieval
Go beyond basic RAG with production-grade chunking strategies, cross-encoder re-ranking, query transformations, and hybrid retrieval pipelines --- with code examples and evaluation metrics.
Multi-Agent Orchestration for Customer Support: Architecture Guide
Learn how to design multi-agent systems for customer support where specialized agents handle billing, technical issues, shipping, and returns --- with a router orchestrating conversations.
RAG vs Fine-Tuning for AI Chatbots: How to Choose
Should you use Retrieval-Augmented Generation or fine-tune a model for your chatbot? We break down the pros, cons, and best use cases for each approach.
Preventing AI Hallucinations in Customer Support
AI chatbots can make up information, damaging customer trust. Learn the techniques we use to keep our AI grounded in facts and prevent hallucinations.
Vector Search: How AI Chatbots Find Answers
Vector search powers modern AI chatbots. Learn how it works, why it beats keyword search, and how chatbots understand what you mean.
Prompt Engineering for Customer Support Bots
The prompts you use determine your chatbot's personality, accuracy, and helpfulness. Learn the techniques that make AI support bots actually useful.
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