Perplexity adds web grounding to its Decisions API through Fast Search
Overview
Perplexity says its Decisions API can now search the web before answering when a request sets "mode": "web_grounding".
Fast Search runs one query per question, and the pplx-decider-v1.2 model answers from current web results. Perplexity reports that this mode scores 86% on 100 public PWS-Decisions questions, up from 51% without it, with median latency of 370 ms and p95 of 685 ms.
Perplexity lists the cost as $0.001 per search and $0.02 per 1M tokens. A URL can be passed as the state to ask about a specific page. Its developer post suggests uses such as fact-checking a list of claims, checking whether a pinned package has a newer stable release, and flagging accounts with a new CEO, an acquisition, or layoffs.
A later post from Perplexity CEO Aravind Srinivas says the company is integrating Fast Search into the Decisions API so batch-mode decisions can draw on web facts, with the same $0.001 per request search price.
Written by AI from the articles below · updated Nov 4, 4:35 PM ET
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Developments
5 developments
- Nov 4, 4:31 PM ET · 1 articlePerplexity adds web grounding to its Decisions APIAravind Srinivas: Perplexity integrates Fast Search into its Decisions API for web-grounded answers
- Nov 4, 4:02 PM ET · 1 articlePerplexity describes uses for web groundingPerplexity Developers: Perplexity describes uses for web grounding in fact-checking and monitoring
- Nov 4, 4:02 PM ET · 1 articlePerplexity explains how to use Fast Search for web-grounded answersPerplexity Developers: Perplexity explains using Fast Search to ground answers in web pages
- Nov 4, 4:02 PM ET · 1 articlePerplexity reports web-grounded pplx-decider-v1.2 benchmark resultsPerplexity Developers: Perplexity's pplx-decider-v1.2 scores 86% on PWS-Decisions with web grounding
- Nov 4, 4:02 PM ET · 1 articlePerplexity adds web search to the Decisions APIPerplexity Developers: Perplexity adds web grounding to its Decisions API
Article timeline
The articles in this story. Times are ET.
Aravind Srinivas@AravSrinivasOfficialPerplexity integrates Fast Search into its Decisions API for web-grounded answersAIPerplexity says it is integrating Fast Search into its Decisions API so batch-mode decisions can draw on web facts. Search costs $0.001 per request, and the Decisions API costs $0.02 per 1M input tokens.

Perplexity Developers@perplexitydevsOfficialPerplexity describes uses for web grounding in fact-checking and monitoringAIPerplexity says web grounding can fact-check a list of claims, check whether a pinned package has a newer stable release, and flag accounts with a new CEO, an acquisition, or layoffs. The post links to a web-grounded cookbook with further guidance.
Perplexity Developers@perplexitydevsOfficialPerplexity explains using Fast Search to ground answers in web pagesAIPerplexity says that when Fast Search is enabled, its results join the state as evidence before the decision model answers. Passing a URL as the state lets users ask about a specific page. Requests cost $0.001 per search and $0.02 per 1M tokens.

Perplexity Developers@perplexitydevsOfficialPerplexity's pplx-decider-v1.2 scores 86% on PWS-Decisions with web groundingAIPerplexity says pplx-decider-v1.2 with web grounding scores 86% on 100 public PWS-Decisions questions, up from 51% without it. The reported median latency was 370 ms, with p95 at 685 ms.

Perplexity Developers@perplexitydevsOfficialPerplexity adds web grounding to its Decisions APIAIPerplexity says the Decisions API can now search the web before answering, using "mode": "web_grounding". With this mode, Fast Search runs one query per question, so the pplx-decider-v1.2 model answers from current web information rather than only its training data and the state provided.

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