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January 23, 2025

Sonar by Perplexity

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Sonar is an AI answer engine API developed by Perplexity. It provides real-time, web-wide research and Q&A capabilities. Built for complexity, it supports advanced queries and follow-ups.

Ideal for multi-step tasks requiring deep understanding and context retention, it furnishes in-depth answers with multiple citations. This tool uses robust models and features a larger context window for higher efficiency.

Sonar prioritizes data privacy with no LLM training on customer data and offers self-serve API access for immediate usage.Sonar comes in two distinct versions to cater to different needs.

Sonar Pro is designed for advanced information retrieval from multiple web searches and provides optimal firepower for top-tier processing. On the other hand, the lightweight version of Sonar delivers straightforward answers with citations, balancing speed and cost effectively.

It uses lightweight models and is backed by real-time web search for accuracy of information.Sonar stands out by surpassing industry benchmarks with its high-quality answers.

It's been used in sectors such as go-to-market teams for target company research, delivering results not readily available from other structured data sources, thereby saving researcher's time and increasing productivity.

It also finds application in the medical field, providing physicians with up-to-the-minute, cited clinical answers to improve patient care.

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January 22, 2025

Initial release of Sonar by Perplexity.

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Pros and Cons

Pros

Real-time web-wide research

Advanced queries and follow-ups support

Designed for multi-step tasks

Offers in-depth answers

Provides multiple citations

Features a larger context window

Prioritizes data privacy

No LLM training on customer data

Self-serve API access

Two distinct versions (Pro and Light)

Outperforms industry benchmarks

Utilized in diverse industries

Delivers non-readily available data

Saves research time

Improves productivity

Real-time web search backed answers

Balance of speed and cost

Provides accurate clinical answers

Easy API integration

Affordable competitive pricing

Adaptable to scale

24x7 productivity enhancement

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Cons

Two distinct versions complicates usage

Larger context window complexities

Requires deep understanding for multi-step tasks

May be expensive for top-tier processing

Balancing speed and cost can differ

No LLM training on customer data

Self-serve API might require technical expertise

Efficiency reliant on robust models

Potential difficulty scaling pricing for Pro version

Flat pricing for Sonar might not be cost-effective

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Q&A

What is Sonar by Perplexity?

Sonar by Perplexity is an advanced AI answer engine API. It provides real-time, web-wide research and Q&A capabilities, equipped to handle complex queries and multi-step tasks. There are two versions available, Sonar Pro and a lightweight version. The Pro version is designed for complex information retrieval tasks, featuring robust models and larger context windows for enhanced efficiency. The lightweight version of Sonar provides direct answers with citations, with a focus on speed and cost-effectiveness.

How does Sonar by Perplexity work?

Sonar operates by leveraging artificial intelligence and real-time web search technology to traverse and analyze vast quantities of data on the internet. It understands user queries, conducts extensive research, and retrieves the most pertinent and accurate information in response. It supports advanced, multi-step queries and retains context, enabling it to handle complex tasks and deliver deep, comprehensive answers that include multiple citations.

What is the purpose of the self-serve API feature in Sonar?

The self-serve API enables users to immediately access and leverage Sonar's abilities. It allows developers to integrate Sonar's features into their systems or applications with minimal hassle, facilitating real-time, web-wide search and Q&A capabilities for their end-users.

How does Sonar ensure data privacy?

Sonar ensures data privacy by not performing Latent Language Model (LLM) training on customer data. This means that customer data is not used for model training or improvement, mitigating potential privacy intrusions.

What is the difference between the Pro and Light versions of Sonar?

Sonar Pro and Light are different versions designed to meet various user needs. Sonar Pro uses robust models, supports advanced information retrieval from multiple web search sources, and offers in-depth answers, ideal for top-tier processing tasks. On the other hand, the Light version uses lightweight models, delivers straightforward answers with citations, and is designed to balance speed and cost effectively.

What makes Sonar's answers high-quality?

Sonar's answers are high-quality because they are data-driven, comprehensive, and furnished with multiple citations. These answers are the results of extensive real-time, web-wide research, which allows the tool to surpass industry benchmarks.

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How can Sonar be used in market research?

Sonar can be instrumental in market research by assisting go-to-market teams in researching target companies. It can retrieve information that isn't readily available from other structured data sources, saving significant research time and facilitating effective strategic planning.

Does Sonar have a role in the medical field?

Yes, Sonar has a role in the medical field. It supports physicians by providing highly updated, cited clinical answers for improved patient care.

What industries can benefit from using Sonar?

Various industries can benefit from Sonar. From assisting go-to-market teams with target company research to healthcare providers seeking latest clinical answers, Sonar is a versatile tool that can deliver high-quality information across diverse fields.

Does Sonar use real-time web searches for information accuracy?

Yes, Sonar uses real-time web searches to ensure the accuracy of the information it retrieves. This ensures that the responses generated by Sonar are based on the most current and relevant information available on the web.

What does it mean when Sonar supports advanced queries?

Supporting advanced queries means Sonar can understand and respond to complex search queries. These could include multi-step tasks or queries that require a deep understanding and are not straightforward or simple keyword searches.

Why does Sonar prioritize context retention?

By prioritizing context retention, Sonar understands the overall meaning and intent of an input, beyond standalone phrases or sentences. This allows for better comprehension of complex or multi-step queries, leading to more accurate and contextually relevant responses.

How does Sonar manage multi-step tasks and complex queries?

Sonar is built to handle complex queries and multi-step tasks using AI. It uses advanced algorithms and leverages a larger context window to remember and refer back to earlier parts of a conversation or query, ensuring continuity and coherence in responses.

What does 'higher efficiency' mean in the context of Sonar's larger context window feature?

'Higher efficiency' in the context of Sonar's larger context window indicates that the model can handle and recall more information from a query or conversation. This leads to better comprehension, improved context retention, and hence a more accurate and comprehensive response.

What are the potential applications of Sonar's information retrieval capabilities?

Sonar's information retrieval capabilities have diverse applications. These can range from conducting extensive market research, providing in-depth answers to complex queries, sourcing clinical answers in healthcare or even handling customer support queries in a customer-service scenario.

Can Sonar be used to increase productivity in research tasks?

Yes, Sonar can significantly increase productivity in research tasks. By automating the process of information retrieval and processing complex queries in real-time, Sonar can help researchers save significant time, allowing them to focus on more strategic aspects of their work.

What type of models does Sonar use?

Sonar uses robust models for the Pro version while the Light version uses lightweight models. The Pro version is equipped to handle complex information retrieval tasks, while the Light version aims to balance speed and cost for more straightforward queries.

How does Sonar balance speed and costs in the lightweight version?

In the lightweight version, Sonar uses lightweight models and is designed for speed and cost-effectiveness. By offering straightforward answers backed by real-time web search, Sonar ensures quick responses, minimizing resource usage and hence ensuring a balance between performance and cost.

How has Sonar been used in practical go-to-market scenarios?

Sonar has proven its effectiveness in go-to-market scenarios by helping teams execute account research on their target companies. It has been able to find information that isn't readily available from other structured data sources, leading to a reported 20% increase in throughput.

How does Sonar compare to other AI answer engines in terms of affordability and performance?

Sonar outperforms leading search engines and Latent Language Models (LLMs) in terms of affordability and performance. Its grounding request pricing beats the competition, and its answer quality is recognized as surpassing industry benchmarks established by SimpleQA benchmark findings.

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