llm search api

  • Web Search API for RAG Pipelines: LangChain Guide

    Web Search API for RAG Pipelines: LangChain Guide

    TL;DR: A web search API for RAG pipelines closes the freshness gap that static vector stores cannot solve on their own. Teams pairing LangChain with a dedicated web search API for RAG pipelines like SERPHouse cut stale answer rates significantly because retrieval stops depending on last month’s embeddings and starts pulling live evidence on demand.…

  • AI-Native Search APIs: Tavily vs Exa vs Firecrawl vs SERPHouse

    AI-Native Search APIs: Tavily vs Exa vs Firecrawl vs SERPHouse

    TL;DR: The term search API now covers four different retrieval models, not one product category. Tavily, Exa, Firecrawl, and SERPHouse solve different jobs, and the right AI-native search APIs depend entirely on your workload. search API for AI agents used to mean one thing. In 2026, it covers four different retrieval models built for four…