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Search & retrieval
Exa
Semantic search engine that finds relevant content (not just keywords) for AI agents.
Overview
Exa uses neural search to find websites and documents that are semantically similar to a query, rather than matching keywords. It is specifically optimized for LLM agents, returning high-quality, ranked results that reduce hallucination in RAG pipelines.
Best for
- Semantic RAG retrieval
- Finding specific types of documents (e.g., PDFs, GitHub repos)
Trade-offs
vs Brave Search
Brave for broad keyword/broad intent; Exa for precise semantic intent and niche content
What XeroHack pre-wires
When you pick Exa in the interview, the engine emits these files into your scaffold:
- Exa Search
- Exa Find Similar
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