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Building LLM-Agnostic RAG: Switch Between OpenAI, Anthropic, and Gemini Freely
architectureMar 20, 2026

Building LLM-Agnostic RAG: Switch Between OpenAI, Anthropic, and Gemini Freely

Avoid LLM vendor lock-in in your RAG pipeline. Design your knowledge extraction and search layer to work with any LLM provider — and switch without rewriting.

Read →· 8 min read
Web RAG Pipeline: Architecture Guide for Live Web Retrieval in 2026
architectureMar 20, 2026

Web RAG Pipeline: Architecture Guide for Live Web Retrieval in 2026

Complete architecture guide for building a web RAG pipeline. Learn when to use live web retrieval vs static vector databases, with code in Python and TypeScript.

Read →· 14 min read
Web RAG vs Vector RAG: Choosing the Right Retrieval Pattern for Your Agent
architectureMar 20, 2026

Web RAG vs Vector RAG: Choosing the Right Retrieval Pattern for Your Agent

Static vector databases versus live web retrieval — when to use each, and how to build a hybrid pipeline with LangChain and KnowledgeSDK as the web fallback layer.

Read →· 15 min read