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How to use Perplexity Pro to improve your writing and content creation

Using Perplexity Pro for copywriting and content creation

If you are searching for ways to improve your writing, copywriting or content creation, you will already know that finding the right tools to craft compelling copy is essential. Thanks to the explosion of artificial intelligence over the last 18 months there are now plenty of different AI models available to help you with copywriting. Perplexity Pro is perfect for this, offering a range of features that cater to the needs of writers looking to enhance their work. This AI-powered writing aid is designed to be user-friendly and accessible, even in places where other similar tools might struggle due to VPN restrictions.

What is Perplexity Pro?

Perplexity Pro is crafted to serve a wide range of users, from developers to researchers, by offering robust AI tools and models, extensive query capabilities, and enhanced support. Whether for complex data analysis, academic research, or software development, Perplexity Pro provides a comprehensive, flexible, and user-friendly platform for engaging with cutting-edge AI technologies.

One of the standout features of Perplexity Pro is its ability to be used globally without the need for a VPN. This is a significant advantage for users in various regions who may face access issues with other tools. Perplexity Pro includes a variety of models, such as gbd4, claw 2.1, and Gemini Pro, which are designed to assist with different types of writing tasks. Whether you’re working on a creative piece or a technical document, this tool has you covered.

Perplexity Pro simplifies the writing process by allowing users to manage resources effectively. You can attach images, text files, and PDFs directly to your projects, which helps keep your research organized and easily accessible. The tool also offers different focus modes to suit various writing scenarios, whether you’re conducting academic research, writing offline, or seeking inspiration from online platforms like YouTube and Reddit.

Using Perplexity Pro for copywriting and content creation

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Visuals play a crucial role in engaging readers, and Perplexity Pro’s image generation feature enables you to create a wide array of visuals to accompany your articles. By adding relevant and captivating imagery, you can enhance the reader’s experience and support your narrative through visual storytelling.

When it comes to managing complex writing projects, staying organized is vital. Perplexity Pro’s Collections feature assists in keeping discussions and tasks in order. Additionally, the AA profile function saves detailed content creation instructions, which helps maintain consistency and quality across different pieces of content.

Improve your writing using Perplexity

Accuracy and search engine optimization (SEO) are important for writers who want to ensure their content is reliable and discoverable. Perplexity Pro excels in providing trustworthy information and producing content that is both unique and optimized for search engines. This is especially useful for those looking to attract organic traffic and improve their search rankings.

Another appealing aspect of Perplexity Pro is its affordability. The tool offers a suite of advanced features without being cost-prohibitive, making it an attractive option for freelancers, small businesses, and anyone seeking to produce high-quality content without breaking the bank.

Features of Perplexity Pro

Perplexity Pro offers an extensive suite of features designed to enhance the capabilities of users engaging with artificial intelligence for various tasks, from simple queries to complex, research-intensive projects. Here’s a comprehensive overview of what Perplexity Pro entails:

Practically Unlimited Copilot:

  • Features: The Copilot function stands out for its ability to handle ambiguous queries efficiently by asking clarifying questions and delivering well-researched, accurate answers.
  • Usage Limit: Pro users can make over 300 Copilot queries daily, with a total limit up to 600 uses per day, providing substantial capacity for frequent users.

File and Image Attachments:

  • Capabilities: Users can upload multiple files, including PDFs, CSVs, and images. This is particularly useful for exploring file contents using advanced AI models like Claude 2.1 and GPT-4V.
  • Models Supported: The service supports a range of models for interpreting and analyzing attached files, making it versatile for different types of content.

Advanced AI Models:

  • Options Available: Subscribers can choose among OpenAI’s GPT-4, Anthropic’s Claude 2.1, or Perplexity’s Experimental 70b as their default model and have the flexibility to rewrite answers with a different model within a thread.
  • Model Characteristics: GPT-4 is known for its accuracy, Claude 2.1 for natural-sounding responses and file uploads, and Perplexity’s Experimental model for concise and accurate responses.

API Credit:

  • Benefits: Perplexity Pro membership includes $5 monthly credit for pplx-api, granting access to the latest LLMs without knowledge cutoffs and supporting a range of models for development and exploration at competitive prices.

Multi-Device Usage:

  • Flexibility: Perplexity Pro can be used simultaneously across multiple devices, linked via the user’s email, ensuring seamless access regardless of the device.

Pro Support:

  • Support Channels: Enhanced support includes direct communication via Discord, a special email for quicker responses, and an Intercom window for real-time assistance.
  • Response Time: Pro users receive faster support responses, typically between 8 to 12 hours.

Advanced Models Overview:

  • GPT-4: Known for its reasoning and language processing capabilities, it’s ideal for various professional and academic benchmarks.
  • Claude 2.1: Specializes in text processing with a focus on human alignment, suitable for academic queries and file analysis.
  • Experimental: Perplexity’s in-house model, optimized for conciseness and flexibility in responses.
  • Gemini Pro: A beta model from Google, effective for programming queries and general inquiries.

Model Usage Limits:

  • Advanced models, including GPT-4, Claude 2.1, and others, are subject to the same daily usage limits as Copilot, ensuring users have ample capacity for their needs.

Model Management:

  • Switching Models: Users can switch between models in their settings page, allowing for tailored responses based on the preferred AI capabilities.
  • Settings Sync: Preferences set on one device must be manually adjusted on others as settings do not automatically sync across devices.

Overall, Perplexity Pro is a versatile and powerful tool that meets the diverse needs of modern content creators. Its intuitive interface and robust capabilities make it a top choice among AI writing aids. Whether you’re focused on writing articles, generating images, or organizing research, Perplexity Pro is equipped to support your efforts in producing standout content.

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Perplexity vs Bard vs ChatGPT AI models compared

what sets Perplexity AI apart from Bard and ChatGPT

The digital landscape is constantly evolving, and in this dynamic environment, a new player is making waves. Perplexity AI is quickly becoming a formidable force, challenging the dominance of tech behemoths like Google and popular AI conversational platforms such as ChatGPT. This surge in popularity can be attributed to Perplexity AI’s innovative approach to improving how we search for information online, coupled with a strong commitment to delivering a satisfying user experience.

Notably, Perplexity AI has caught the attention of industry leaders, with significant investments from the likes of Jeff Bezos and Nvidia. This influx of support from tech luminaries is a testament to the platform’s potential to redefine our interaction with the internet. As the digital realm continues to attract advertising dollars, once the stronghold of print media, the publishing industry is being compelled to rethink its digital strategies.

What sets Perplexity AI apart are its specialized features that streamline the search process. The platform empowers users to target their inquiries to specific sources, such as Reddit threads or scholarly articles, ensuring that the information retrieved is both relevant and credible. This targeted approach eliminates the noise of unrelated search results, making the quest for information more efficient.

Perplexity vs Google vs ChatGPT

Perplexity AI’s interactive chatbot, known as the co-pilot feature, takes personalization a step further by providing real-time information from a variety of sources. This ensures that users have access to the latest data at their fingertips. The platform’s dedication to accuracy is evident in its strategy to not solely depend on its training data, which helps prevent the spread of inaccurate or misleading content, often referred to as “hallucinations.”

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For those engaged in research, Perplexity AI enhances the experience by allowing the attachment of files for in-depth analysis and offering a collection feature to organize and easily retrieve research materials. At the heart of Perplexity AI’s capabilities are advanced AI models, including GPT-3.5 and GPT-4, which enable the platform to handle complex queries with remarkable precision.

The impact of AI on how we browse the internet and consume content is profound. Leading this transformation is Perplexity AI, which provides free access to its core features, while offering more sophisticated options to pro members. This inclusive approach ensures that a wide range of users can benefit from the platform’s advanced capabilities.

Perplexity Copilot in action

Perplexity Copilot has been specifically designed to provide users with a sophisticated digital assistant, designed to provide in-depth answers to user queries beyond the capabilities of standard search engines. It leverages advanced AI models, including GPT-4 and Claude 2, setting it apart through its conversational approach to search.

Unlike traditional search engines that offer immediate, often superficial answers, Copilot engages users in a dialogue, refining its responses by asking follow-up questions to truly understand what the user seeks. This methodical approach ensures that the information provided is highly relevant and tailored to the user’s actual needs.

A key feature that distinguishes Perplexity Copilot is its ability to parse through and summarize information from a broad spectrum of sources, including academic papers, news articles, and forums. This not only saves users time by preventing them from having to sift through countless pages of potentially irrelevant information but also offers a comprehensive overview of the subject at hand. Copilot is designed to be user-friendly, initiating with a simple question from the user and progressively honing in on the precise information needed through interactive queries.

The service is structured to cater to various needs, from academic and professional research to staying updated with current news. For academic purposes, it can access specialized databases to provide students and researchers with pertinent sources and summaries, significantly aiding in literature reviews. Professionals, such as lawyers, marketers, and developers, can utilize Copilot to streamline their research, accessing critical data and analyses efficiently. Additionally, for those looking to stay informed about current events without being overwhelmed by the volume of news available, Copilot offers a curated daily briefing, presenting news from multiple perspectives for a balanced view.

Perplexity Copilot positions itself not just as a tool for quick searches but as a comprehensive research companion that emphasizes the importance of interaction and personalized information retrieval. Its subscription model allows for varying levels of access, accommodating both casual users with a free plan and heavy users who can benefit from more extensive search capabilities. Through its interactive and tailored approach, Copilot aims to enhance the quality and efficiency of online research and information gathering.

Quick Summary Overview

Please remember these are just general comparisons, individual experiences may vary. All three models are constantly evolving, so their capabilities may change over time. We suggest that you try out all three yourself or use each individually depending on our needs at the time.

Overall Focus:

  • Perplexity: Research & information access
  • Bard: Creativity & factual language understanding
  • ChatGPT: Engaging conversation & generating text formats

Strengths:

  • Perplexity:
    • Real-time data & reliable sources
    • Concise answers with linked sources
    • Excellent for research tasks
  • Bard:
    • Vast knowledge & informative answers
    • Strong creative capabilities (poems, code, scripts)
    • Factual language understanding
  • ChatGPT:
    • Engaging & human-like conversation
    • Diverse text format generation (emails, letters, etc.)
    • Free tier available

Weaknesses:

  • Perplexity:
    • Slower response times due to real-time learning
    • Limited creative capabilities
  • Bard:
    • Can be overly cautious in responses
    • Still under development
  • ChatGPT:
    • Prone to factual inaccuracies
    • Free tier has limited features

Pricing:

  • Perplexity: Freemium model with paid plans for advanced features
  • Bard: Currently closed beta, pricing not yet announced
  • ChatGPT: Freemium model with paid plans for advanced features and increased usage

Use Cases:

  • Perplexity: Academic research, data analysis, finding reliable information
  • Bard: Creative writing, generating different text formats, factual inquiries
  • ChatGPT: Casual conversation, brainstorming ideas, writing marketing copy

Choosing the Right Tool:

  • Consider your primary needs: research, creativity, or conversation.
  • Evaluate strengths and weaknesses of each tool.
  • Check pricing and available features

Perplexity AI is redefining the realm of search and information retrieval. Its user-centric design, commitment to accuracy, and innovative features are the driving forces behind its growing preference among users over traditional search engines and AI conversational platforms. As we continue to navigate the ever-changing digital world, Perplexity AI is poised to play a pivotal role in the future of online information discovery.

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How to use Perplexity AI answer engine – Beginners Guide

How to use Perplexity AI beginners guide

In today’s digital landscape, where time is of the essence, a new tool with investment from Amazon’s Jeff Bezos, NVIDIA and others is making waves by providing quick and precise answers to our questions in a more comprehensive way when compared to search engines such as Google. Perplexity AI stands out as a sophisticated  AI answer engine that cuts through the clutter of traditional search engines. Instead of presenting you with a list of links to sift through, it directly serves up the information you’re looking for, making your quest for knowledge smoother and more efficient.

Imagine typing a question into a search bar and getting an immediate, accurate answer complete with links to references where you can dig deeper into certain topics and see the credibility of the sources. That’s the promise of Perplexity AI, which uses the power of artificial intelligence to understand and respond to your queries. This technology is not only fast but also smart, giving you the answers you need without the hassle of clicking through multiple web pages. It’s a time-saver that allows you to concentrate on the important stuff.

Trust is key when it comes to information, and Perplexity AI doesn’t disappoint. Every answer it provides comes with source citations, so you can be sure the information is reliable. The engine draws from a diverse pool of reputable sources, giving you peace of mind about the credibility of the answers you receive. Perplexity’s Copilot feature provides a guided Al search experience, allowing you to explore topics in depth and learn new things.

Ease of use is another hallmark of Perplexity AI. The interface is clean and straightforward, making it accessible to users of all skill levels. Whether you’re a tech novice or a seasoned pro, you’ll find navigating the platform to be a breeze. The design is focused on providing a seamless search experience, free from frustration.

How to get the best results from Perplexity AI

“Perplexity is your AI-powered Swiss Army Knife for information discovery and curiosity. It’s not just about answering questions; it’s about empowering you to do more—whether you’re looking to summarize content, explore new topics, or even get a little creative.”

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When you compare Perplexity AI to traditional search engines, the difference in efficiency is clear. It’s optimized to grasp the context of your questions and deliver specific answers, minimizing the need for additional searches. This means you get what you need with just a few clicks, saving you time and effort.

AI answer engine

For those who need to dig deeper, Perplexity AI has advanced search options that are particularly useful for students and researchers. You can look up academic papers or ask follow-up questions, allowing for a more thorough exploration of your topic. This can greatly enhance your research process, providing a richer understanding of the subject matter.

The platform also includes interactive features that add another layer to your search experience. The co-pilot feature acts as a personal guide, offering tailored responses and helping you refine your searches. If you’re working on a complex project, the collections feature lets you group related questions and answers, making it easier to organize your findings.

Collaboration and knowledge sharing are essential in today’s interconnected world, and Perplexity AI supports this by allowing you to share your discoveries with others. Whether you’re working with colleagues or want to post your findings on social media, the platform makes it simple. There’s even a discovery section where you can find the latest news and content that aligns with your interests.

Accessibility is a priority for Perplexity AI, which is why it offers a free license with basic features. For those with more advanced search needs, there’s a Pro Plan that provides additional tools and functionalities to further enhance your information retrieval experience.

perplexity AI Pro plan

Perplexity AI is making a significant impact on how we search for information. It sets itself apart with its ability to deliver direct answers, backed by credible sources, all within a user-friendly interface. With options to suit various needs, interactive features for comprehensive research, and plans for every type of user, Perplexity AI is well-equipped to meet the demand for fast, accurate, and trustworthy information. Whether you’re a casual browser or a dedicated researcher, this tool is poised to streamline your search for knowledge. More information on getting started with the Perplexity AI answer engine jump over to the official website.

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NVIDIA and Jeff Bezos investing in Perplexity AI

NVIDIA and Jeff Bezos investing in Perplexity AI

In a bold move that’s catching the attention of the tech world, NVIDIA and Jeff Bezos have placed their bets on an AI startup named Perplexity. This company is shaking up the way we look for information on the internet. With a valuation now reaching $500 million, Perplexity has created a tool that can talk to users and give them straight answers, backed up by sources. This could be a big deal for how we use technology in our daily lives.

Perplexity AI was founded on the belief that searching for information should be a straightforward, efficient experience, free from the influence of advertising-driven models. We exist because there’s a clear demand for a platform that cuts through the noise of information overload, delivering precise, user-focused answers in an era where time is a premium.

The person at the center of Perplexity’s success is Aran Khanna, a co-founder with a history of working with big names like Google and OpenAI. The startup is growing fast, with more and more people using it, showing that people are really into this new way of finding information.

Perplexity is all about making things easier for the user, and you can see this in its partnership with the creators of the Rabbit R1 mobile device. This gadget is built to use Perplexity’s AI to give quick answers to questions just by talking to it. There’s no need to sign up for anything, and it keeps you in the know without any hassle.

Perplexity AI

Powered by the most powerful AI models like GPT-4 and Claude 2, Perplexity Copilot offers the ability to access powerful artificial intelligence and cutting-edge large language models. Unlike basic search engines that shoot back quick answers, Perplexity Copilot chats with you. It asks. It listens. It refines its search based on what you really want. The result? Spot-on answers, virtually every time.

People are really excited about the Rabbit R1. It’s already sold out of pre-orders, and everyone’s waiting for it to come out around Easter. Even big names in tech, like Microsoft’s CEO Satya Nadella, are saying that AI is going to change the way we interact with computers and the gadgets we use.

How Perplexity works

  • Start by asking a question you know will save you time and effort. That’s where Copilot shines.

  • Forget about diving into an endless list of links. Copilot does the legwork by grasping the essence of your question

  • To fine-tune your search, Copilot engages you with clarifying questions. This ensures you get what you’re actually after.

  • Once it gets what you’re asking, Copilot scours a vast array of sources to ensure relevance and quality.

  • What you get is a succinct answer. No fluff, all substance.

  • Want to know more? Every source is just a click or tap away for deeper exploration.

Applications

Academic research

Students and academics, meet your ultimate research assistant. Imagine you’re knee-deep in literature reviews. Don’t just settle for endless scrolling. Copilot not only digs through academic databases but also asks what specifically you’re looking for. The result? A tailored list of sources and even summarized papers. Say hello to more time and smarter research.

Professional research assistant

Be the unsung hero of your workplace. Lawyers, why drown in legal documents when Copilot can pinpoint case laws? Marketers, imagine having trend analyses summarized and served on a platter. Developers, think of debugging in minutes, not hours. Copilot delivers the data you need to make informed, impactful business decisions.

Daily briefings

News can be noisy. Copilot cuts through the clutter. Perplexity consolidates news from multiple angles, giving you a balanced view of current events. Stay informed, not overwhelmed.

The money that NVIDIA and Jeff Bezos have put into Perplexity shows that they believe AI is going to be a big part of our future, making it easier and more natural for us to get to the information we need. With the Rabbit R1, Perplexity isn’t just putting out a new piece of tech; they’re leading us into a new chapter of how we talk to our machines.

Other investors in Perplexity AI include : NEA, Elad Gil, Nat Friedman, Paul Buchheit, Yann LeCun, Databricks, Factorial Funds, Andrej Karpathy, Amjad Masad, Bob Muglia, Pieter Abbeel, Fraser Kelton, Kurt Keutzer, Soleio Cuervo, Andrew Krioukov, Abhay Parasnis, Max Kleiman-Weiner, Nal Kalchbrenner, Adrien Treuille, Clem Delangue, Zak Stone, Ashish Vaswani and David Ha.

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Rabbit R1 pocket AI assistant upgrade and Perplexity collaboration

Rabbit R1 upgrade and collaboration with Perplexity

The recently launched Rabbit R1, artificial intelligent (AI) pocket assistant which was launched earlier this year and has already sold a considerable amount of preorders. Has received an upgrade as well as a new collaboration with Perplexity AI a notable player in the AI market. This new upgrade to the Rabbit R1 isn’t just a step up in terms of technology; it also introduces a a closer integration with Perplexity’s AI system that’s bound to transform how you interact with your Rabbit R1 in a major way.

The much-anticipated sixth batch of the Rabbit R1 is set to hit the markets in the EU and UK come July 2024, with an attractive price point of $200. To learn more about the Rabbit R1 check out our previous article here. No subscription is required to use your Rabbit R1  AI helper and that is now available to preorder priced at $199.

Rabbit R1 AI pocket assistant

The Rabbit R1 measures just 78mm x 78mm x 13mm in size and is powered by a MediaTek MT6765 Octa-core (Helio P35) together with a 2.88 inch TFT touchscreen, 8MP, 3264 x 2448 camera, magnetometer, accelerometer, gyroscope, dual microphone array and GPS.

Upgrade and collaboration with Perplexity

As already explained one of the most exciting aspects of this upgrade is the Rabbit R1’s collaboration with Perplexity, an AI-driven search assistant designed to tailor search results to your individual preferences. When you purchase the Rabbit R1, you’ll also receive a complimentary one-year subscription to Perplexity Pro. This premium service, typically costing between $10 to $20 a month, is a significant value-add for new owners of the device.

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The tech industry is taking notice of the Rabbit R1’s potential, with leaders like Microsoft CEO Satya Nadella recognizing its capacity to shake up the market. Such endorsements from top figures in technology lend the device an added layer of credibility and confirm its status as an innovative contender.

At the heart of the Rabbit R1 is its proprietary technology, the Large Action Models (LAMs), which are integrated into its operating system, Rabbit OS. These models allow for direct interaction with the web, bypassing the need for additional APIs or software. The device’s focus on performance is evident, aiming to provide users with quick response times and minimal delays, ensuring a smooth and efficient experience.

Looking ahead, AI assistants are set to become an even more essential part of our digital lives, particularly with the growing trend of voice-based commands. The Rabbit R1 is leading the charge in this area, ready to make your interactions with technology more natural and intuitive.

Rabbit R1 pricing and availability

Pricing starts at $199. Taxes, shipping fees and duties for international orders are not included. Maximum 5 units per order. For pre-orders, we expect to begin shipping r1 1st batch orders to US/Canada addresses in March-April 2024, r1 2nd batch orders to US/Canada addresses in April-May 2024, r1 3rd batch orders to US/Canada addresses in May-June 2024, r1 4th, 5th and 6th batch orders to US/Canada addresses in June-July 2024. Shipping to non-US/Canada addresses for all batches is expected to begin later in 2024, but we do not have a more definite estimate at this time. Shipping estimates are subject to change based on our manufacturing capacity and component availability.

The Rabbit R1 is more than just another gadget; it’s a significant advancement in the realm of smart technology. With its strategic partnership, industry recognition, and cutting-edge features, the Rabbit R1 is on track to become an indispensable part of your digital experience. Keep an eye out for its upcoming release and get ready to experience smart device technology in a whole new way.

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Build your own AI assistant like Perplexity

Build your own AI assistant like Perplexity using LangGraph GPT-4 and Tavily

Imagine the power of having your own AI assistant, one that can swiftly find information and engage in conversation just like the sophisticated Perplexity. This is not a distant dream but a tangible project you can embark on today. With the right tools and guidance, you can create an assistant that not only understands and generates nuanced language but also searches with incredible accuracy. This article will guide you through the steps to build such an assistant, which we’ll call “Perplexity Light,” using cutting-edge technologies.

The secret behind the original Perplexity’s impressive capabilities lies in its interaction with advanced language models. To replicate this, you’ll be using the latest LangChain library and LangGraph. These tools simplify the complex process of building language agents by organizing them into graphs, making the execution of AI tasks more straightforward than traditional programming approaches.

At the heart of your AI assistant will be GPT-4, the latest language model from OpenAI. It’s celebrated for its deep understanding of language and its ability to generate responses that feel incredibly human. When you combine GPT-4 with the robust search functionalities of Tavily AI, your assistant will not only hold natural conversations but will also be able to retrieve information with exceptional accuracy.

Build your own AI assistant

In the tutorial below kindly created by AI Anytime explore how to utilize LangGraph, a library designed for building stateful, multi-actor applications. LangGraph, built on LangChain, to enable the coordination of multiple ‘actors’ and how this is particularly useful for adding cycles to your LLM applications, extending beyond the capabilities of a traditional DAG framework.

“LangGraph is a library for building stateful, multi-actor applications with LLMs, built on top of (and intended to be used with) LangChain. It extends the LangChain Expression Language with the ability to coordinate multiple chains (or actors) across multiple steps of computation in a cyclic manner. It is inspired by Pregel and Apache Beam. The current interface exposed is one inspired by NetworkX.”

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Your AI assistant will run on a Fast API microservice, which is perfect for handling the asynchronous nature of AI interactions. This framework is known for its speed and efficiency, making it an excellent choice for your project. If you’re thinking about adding a user interface, consider using Bootstrap for its responsive design capabilities and its wide range of components.

The journey to develop your AI assistant begins with Google Colab, a collaborative and user-friendly coding platform that operates in the cloud. Starting in this flexible environment, you’ll eventually transition to the more structured world of a Fast API application.

The core functionality of Perplexity Light is what makes it truly special. It will allow users to ask questions and receive AI-generated responses, mimicking a natural conversation. This feature is not just a technical marvel; it represents a step forward in making information access and management seamless for users.

Perplexity Light also opens doors for those looking to create minimum viable products (MVPs) or proofs of concept. With Tavily AI’s free tier for initial requests, you can start experimenting and refining your application without a significant financial investment, encouraging innovation in the realm of AI assistants.

Building an AI assistant akin to Perplexity means weaving together sophisticated technologies. By harnessing the capabilities of LangGraph, GPT-4, and Tavily AI within a Fast API framework, you’re not just crafting an application; you’re shaping the future of AI-powered search and interaction tools. This guide is your first step towards creating an assistant that not only performs tasks but also transforms the way we interact with technology. For more information on LangGraph jump over to the official documentation.

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Perplexity AI vs ShortForm book summarization compared

Perplexity AI vs ShortForm book summarization compared

If you’re interested in learning more about how good the AI summary algorithm is for Perplexity AI. You might be interested in a new video created by Andy Park which tests the summarization performance of Perplexity AI and compares it to ShortForm. A website that offers access to short form books for a monthly subscription starting from just over $16 a month. Can Perplexity AI provide a similar service summarizing your favorite books into more digestible cheat sheets?

Book summarization is a process that condenses the contents of a book into a shorter form, maintaining the key messages and themes. The primary benefit of book summarization is time-efficiency. In an age where information overload is a common challenge, summarization allows readers to consume and understand a book’s main ideas in a fraction of the time it would take to read the entire book. This is particularly beneficial for professionals and students who are constantly on the lookout for ways to optimize their time and learning processes. It’s also worth noting that the ShortForm website offers instant access to over 1000+ nonfiction books and all the hard work of summarising and checking has been done for you. Providing an invaluable service if you wish to read a large volume of books.

On the other hand, the question arises: does summarizing books affect the learning process or enhance it? The answer lies in the balance. Summarization can enhance learning by stripping away non-essential details, allowing readers to focus on the core ideas and themes. This can be particularly beneficial when dealing with complex subjects, where the key concepts can often be obscured by intricate details. Moreover, summaries can serve as effective revision tools, reinforcing knowledge and aiding in the recall of information.

Perplexity vs ShortForm

The quest for efficient knowledge acquisition has led to the development of various tools and platforms. Among them, book summarization platforms have gained significant attention. One such platform is ShortForm, a subscription-based service that provides concise versions of longer books. On the other hand, there’s the Perplexity AI, an algorithm known for its summarization capabilities. The core question we’re exploring today is: Can Perplexity AI provide a similar service to ShortForm, transforming your favourite books into more digestible cheat sheets?

Now, let’s delve into the comparison between Perplexity AI vs ShortForm. ShortForm, with its monthly subscription model, provides access to short versions of longer books. It’s a convenient tool for those seeking to gain the gist of a book without investing the time to read it in its entirety.

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Save time and effort

Perplexity AI is an algorithm designed for summarization and its potential lies in its ability to process and condense large amounts of text, potentially offering a similar service to ShortForm. However, the effectiveness of Perplexity AI in this role would depend on various factors, including the complexity of the text, the quality of the algorithm’s training data, and how well it can capture and convey the essence of a book.

However, it’s also important to note that summarization is not a replacement for comprehensive reading. Detailed reading allows for a deeper understanding and appreciation of the material, including subtleties and nuances that may be lost in a summary. Therefore, while summaries can be a powerful tool in the learning process, they should be used judiciously and complemented with detailed reading when necessary.

Both book summarization and platforms like ShortForm and Perplexity AI offer valuable tools for time-efficient learning. They serve as a testament to the potential of artificial intelligence in transforming how we consume and process information. However, it’s essential to remember that they should be used as part of a balanced learning approach, complementing, not replacing, comprehensive reading. As technology continues to evolve, it’s exciting to envision how these tools will further enhance our learning experiences in the future. For more information on Perplexity AI and its new pplx-api  jump over to the company’s official website.

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How Perplexity AI was built in just six months

How Perplexity AI was built

At the Ray Summit 2023, a gathering of software engineers, machine learning practitioners, data scientists, developers, MLOps professionals, and architects, Aravind Srinivas, the founder and CEO of Perplexity AI, shared the journey of building the first of its kind LLM-powered answer engine in just six months with less than $4 million. The summit, known for its focus on building and deploying large-scale applications, especially in AI and machine learning, provided the perfect platform for Srinivas to delve into the engineering challenges, resource constraints, and future opportunities of Perplexity AI.

Perplexity AI, a revolutionary research assistant, has carved a niche for itself by providing accurate and useful answers backed by facts and references. It has a conversational interface, contextual awareness, and personalization capabilities, making it a unique tool for online information search. The goal of Perplexity AI is to make the search experience feel like having a knowledgeable assistant who understands your interests and preferences and can explain things in a way that resonates with you.

How Perplexity AI was developed

The workflow of Perplexity AI allows users to ask questions in natural, everyday language, and the AI strives to understand the intent behind the query. It may engage in a back-and-forth conversation to clarify the user’s needs. The advanced answer engine processes the questions and tasks, taking into account the entire conversation history for context. It then uses predictive text capabilities to generate useful responses, choosing the best one from multiple sources, and summarizes the results in a concise way.

 Previous articles we have written that you might be interested in on the subject Perplexity AI:

Perplexity AI is not just a search engine that provides direct answers to user queries; it is much more than that. Initially, the company focused on text to SQL and enterprise search, with backing from prominent investors such as Elon Musk, Nat Friedman, and Jeff Dean. In November, it launched a web search for friends and Discord Bots, followed by the launch of Perplexity itself a week later.

Since then, the company has been relentlessly working on improving its search capabilities, including the ability to answer complex queries that traditional search engines like Google cannot. It has also launched a ‘research assistant’ feature that can answer questions based on uploaded files and documents. To enhance user experience, Perplexity has introduced ‘collections’, a feature that allows users to save and organize their searches.

In terms of technology, Perplexity has started serving its own models, including LLMs, and has launched a fine-tuned model that combines the speed of GPT-3.5 with the capabilities of GPT-4. It is also exploring the use of open-source models and has its own custom inference stack to improve search speed.

Earlier this month Perplexity announced pplx-api, designed to be one of the fastest ways to access Mistral 7B, Llama2 13B, Code Llama 34B, Llama2 70B, replit-code-v1.5-3b models. pplx-api makes it easy for developers to integrate cutting-edge open-source LLMs into their projects.

  • Ease of use: developers can use state-of-the-art open-source models off-the-shelf and get started within minutes with a familiar REST API.

  • Blazing fast inference: our thoughtfully designed inference system is efficient and achieves up to 2.9x lower latency than Replicate and 3.1x lower latency than Anyscale.

  • Battle tested infrastructure: pplx-api is proven to be reliable, serving production-level traffic in both its Perplexity answer engine and the Labs playground.

  • One-stop shop for open-source LLMs: the team at Perplexity says it is dedicated to adding new open-source models as they arrive. For example, the team added Llama and Mistral models within a few hours of launch without pre-release access.

Looking ahead, Perplexity’s future plans include further improvements to its search capabilities and the development of its own models to maintain control over pricing and customization. The journey of Perplexity AI, as shared by Aravind Srinivas at the Ray Summit 2023, is a testament to the power of in

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Perplexity Lab pplx-api API for open-source LLMs

Perplexity API for open-source LLMs

Perplexity Labs has recently introduced a new, fast, and efficient API for open-source Large Language Models (LLMs) known as pplx-api. This innovative tool is designed to provide quick access to various open-source LLMs, including Mistral 7B, Llama2 13B, Code Llama 34B, and Llama2 70B. The introduction of pplx-api marks a significant milestone in the field of AI, offering a one-stop-shop for open-source LLMs.

One of the key features of pplx-api is its ease of use for developers. The API is user-friendly, allowing developers to integrate these models into their projects with ease using a familiar REST API. This ease of use eliminates the need for deep knowledge of C++/CUDA or access to GPUs, making it accessible to a wider range of developers.

Perplexity Lab pplx-api

The pplx-api also boasts a fast inference system. The efficiency of the inference system is remarkable, offering up to 2.9x lower latency than Replicate and 3.1x lower latency than Anyscale. In tests, pplx-api achieved up to 2.03x faster overall latency compared to Text Generation Inference (TGI), and up to 2.62x faster initial response latency. The API is also capable of processing tokens up to 2x faster compared to TGI. This speed and efficiency make pplx-api a powerful tool for developers working with LLMs.

Benefits of the pplx-api

  • Ease of use: developers can use state-of-the-art open-source models off-the-shelf and get started within minutes with a familiar REST API.

  • Blazing fast inference:  thoughtfully designed inference system is efficient and achieves up to 2.9x lower latency than Replicate and 3.1x lower latency than Anyscale.

  • Battle tested infrastructure: pplx-api is proven to be reliable, serving production-level traffic in both Perplexity answer engine and  Labs playground.

  • One-stop shop for open-source LLMs: Perplexity Labs is dedicated to adding new open-source models as they arrive. For example, we added Llama and Mistral m

The infrastructure of pplx-api is reliable and battle-tested. It has been proven reliable in serving production-level traffic in both Perplexity’s answer engine and Labs playground. The infrastructure combines state-of-the-art software and hardware, including AWS p4d instances powered by NVIDIA A100 GPUs and NVIDIA’s TensorRT-LLM. This robust infrastructure makes pplx-api one of the fastest Llama and Mistral APIs commercially available.

API for open-source LLMs

The pplx-api is currently in public beta and is free for users with a Perplexity Pro subscription. This availability allows a wider range of users to test and provide feedback on the API, helping Perplexity Labs to continually improve and refine the tool. The API is also cost-efficient for LLM deployment and inference. It has already resulted in significant cost savings for Perplexity, reducing costs by approximately $0.62M/year for a single feature. This cost efficiency makes pplx-api a valuable tool for both casual and commercial use.

The team at Perplexity is committed to adding new open-source models as they become available, ensuring that pplx-api remains a comprehensive resource for open-source LLMs. The API is also used to power Perplexity Labs, a model playground serving various open-source models. The introduction of pplx-api by Perplexity Labs represents a significant advancement in the field of AI. Its ease of use, fast inference system, reliable infrastructure, and cost efficiency make it a powerful tool for developers working with open-source LLMs. As the API continues to evolve and improve, it is expected to become an even more valuable resource for the AI community.

In the near future, pplx-api will support:

  • Custom Perplexity LLMs and other open-source LLMs.

  • Custom Perplexity embeddings and open-source embeddings.

  • Dedicated API pricing structure with general access after public beta is phased out.

  • Perplexity RAG-LLM API with grounding for facts and citations.

How to access pplx-api

You can access the pplx-api REST API using HTTPS requests. Authenticating into pplx-api involves the following steps:

1. Generate an API key through the Perplexity Account Settings Page. The API key is a long-lived access token that can be used until it is manually refreshed or deleted.
2. Send the API key as a bearer token in the Authorization header with each pplx-api request.
3. It currently support Mistral 7B, Llama 13B, Code Llama 34B, Llama 70B, and the API is conveniently OpenAI client-compatible for easy integration with existing applications.

For more information, visit the official Perplexity Labs API documentation and Quickstart Guide.

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