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AtlasRepo

I found a completely free web search for AI agents

说明与用途

SIMURG 为 AI 代理提供免费网络搜索层,使其在回答前进行事实核查,将幻觉率降至 1‑5%。

问题

AI agents often hallucinate facts, such as describing non‑existent treaties, because they lack reliable real‑time verification.

结果

Integrating SIMURG’s free web search reduced hallucinations in internal factual prompts from high rates to 1‑5%, enabling agents to verify claims before responding.

工作流

  • 1. Install SIMURG: pip install simurg
  • 2. Run a query: python3 -m simurg.websearch "when was the Y2K bug" --json
  • 3. In code, call websearch.ground("Y2K bug")
  • 4. Inspect check["verdict"] – if "attested", feed check["evidence"] into the model’s context; if "thin", treat with caution; if "no_record", abstain from answering.

证据

In our internal checks on factual prompts, hallucinations dropped to the 1-5% range.

来源

  • 记录日期: 2026-09-08T01:07:53.864Z