web-grounded-rag

AI & Machine Learning

Signed by SkilVault

Builds retrieval-augmented generation pipelines and web-research agents on the Exa search API across LangChain retrievers and tools, LlamaIndex readers and query engines, Vercel AI SDK tools for Next.js, hand-written OpenAI and Anthropic tool-calling loops, CrewAI and Google ADK agents, Claude MCP registration, and the OpenAI-compatible Exa chat endpoint. Use when the user wants answers grounded in live web retrieval with cited source URLs, or asks to wire Exa into one of those frameworks. Not for local-file RAG, vector-store administration, non-Exa search providers, or prompt work with no retrieval step.

Version: v1.0.0
Size: 16 KB
Updated: 2026-10-10

$ skilvault read --manual web-grounded-rag

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