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The problem

LLMs hallucinate when asked about recent releases, post-cutoff benchmarks, or primary academic sources. Connecting separate SERP, scholar, and extraction vendors requires multiple API keys and billing accounts.

Prompt

APIs and Models used

  • Data APIs: Web Search (/apis/v1/search/web), Scholar Search (/apis/v1/scholar/search), Perplexity Sonar (/apis/v1/perplexity/sonar)
  • Reasoning Model: deepseek/deepseek-r1 via https://api.xroute.ai/v1/chat/completions

Guardrails

  • Quote all search calls via batch_quote before execution.
  • Reject unverified single-source claims when primary documentation is available.