Conversional

conversional

ChatGPT has taken over Twitter and pretty much the whole internet, thanks to its power and the meme potential it provides. We all know how being able to generate memes is the best way to conquer the internet, and so it worked. Since you’ve seen numerous examples, you might already know that ChatGPT is an , that you can chat with. It is also called a chatbot, meaning you can interact with it conversationally, imitatting a one-on-one human discussion. AI recently released to the public by OpenAI What you might not know is what it is and how it works... Watch the video to learn more! References ►Try it: ►OpenAI's blog post: ►What is GPT-3: ►What is Reinforcement Learning: ►Join our Discord community: ►Twitter: ►Support me on Patreon: https://chat.openai.com/ https://openai.com/blog/chatgpt/ https://youtu.be/gDDnTZchKec https://youtu.be/C5_NfQy_kZU https://www.louisbouchard.ai/learn-ai-together/ https://twitter.com/Whats_AI https://www.patreon.com/whatsai Video Transcript 0:00 you've seen it everywhere Chad GPT has 0:02 taken on Twitter and pretty much the 0:04 whole internet thanks to its power and 0:06 the meme potential it provides we all 0:08 know being able to generate memes is the 0:11 best way to conquer the internet and so 0:13 it worked since you've seen numerous 0:14 examples you might already know that 0:16 chatgpt is an AI recently released to 0:19 the public by openai allowing you to 0:21 chat with it it's also called a chatbot 0:24 meaning you can interact with it 0:25 conversionally imitating a one-on-one 0:28 human discussion what you might not know 0:30 is what it is and how it works 0:32 chadjupiti is a model based on 0:35 reinforcement learning and the GPT 0:37 series of models from openai I will 0:39 refer you to a video about reinforcement 0:41 learning we recently published with my 0:43 friend Elias to learn more about the 0:46 subfield of AI but quickly reinforcement 0:48 learning is a way to train algorithms by 0:51 trial and error aiming for rewards just 0:54 like humans would do by learning with 0:56 positive feedback more specifically chat 0:58 GPT was built following three steps the 1:02 first was to take an already powerful 1:04 model and fine tune it with supervised 1:06 learning what does this mean it means 1:08 that they took a model specifically its 1:11 GPT 3.5 and improved and up-to-date 1:14 version of gpd3 which they trained once 1:17 more on conversation examples 1:19 specifically instead of being trained on 1:21 pretty much their whole internet as gpt3 1:24 was this means they are trying to narrow 1:26 its potentials strictly to conversations 1:28 making it theoretically better at 1:31 conversing compared to gpt3 since a 1:34 specialist is almost always better than 1:36 a generalist at a specific task if you 1:38 are still not familiar with the GPT 1:40 series of models I would suggest 1:42 watching the short introduction video I 1:44 made covering gpt3 when it came out the 1:47 second step is to add our reinforcement 1:49 learning magic which will allow the 1:51 model to practice and get better as you 1:53 know practice makes perfect more 1:55 precisely in this step we will use the 1:57 model to chat with humans directly have 2:00 it provide multiple possible answers and 2:03 ask the human to rate the answers from 2:05 best to worst this data will then be 2:07 used to train another model called our 2:10 reward model learning to replicate our 2:12 human annotators this leads to our last 2:15 step where our new reward model will 2:18 give feedback to the chat GPT model's 2:20 answers as a reward function to help it 2:22 converge toward the best answers over 2:24 time this final step is to further train 2:27 our algorithm after the initial fine 2:30 tuning step we explained this is why it 2:32 is companies like open AI that release 2:34 those kinds of amazingly powerful models 2:37 it will be unfeasible for universities 2:39 or individuals as it requires way too 2:42 much Computing and time for training 2:44 still what they achieve is quite 2:46 remarkable and I believe they are worth 2:48 doing and worth sharing to Advent 2:50 science and voila after coupling the 2:54 already powerful and most recent GPT 2:56 based language model fine-tuning it to 2:59 conversations and finally using 3:01 reinforcement learning to make it 3:03 practice its conversation skills you 3:05 obtain chat GPD as you have seen before 3:07 the model is quite promising but also 3:10 sometimes a very dumb and doesn't seem 3:12 to have any logic whatsoever it is still 3:15 just an algorithm and far from being 3:17 either intelligent or conscious though 3:20 it will depend on how we Define both it 3:22 definitely has its limitations 3:24 nonetheless the outputs it gives are 3:27 often surprisingly interesting and 3:29 pertinent chatgpt is definitely a step 3:31 forward in conversational Ai and quite 3:34 promising especially working on the 3:36 prompt engineering side of the model to 3:38 leverage its true potential and limit 3:41 failure cases I hope you've enjoyed this 3:43 video and I'd love to see your 3:45 experiments please tag me on Twitter at 3:47 what's AI if you share them or join our 3:50 Discord Community where we created a 3:52 channel specifically for it I will see 3:54 you next week with another amazing AI 3:57 research 4:00 foreign 4:04 [Music]

ChatGPT Explained in 5 Minutes

ChatGPT explicado en 5 minutos

ChatGPT expliqué en 5 minutes

ChatGPT 5 मिनट में समझाया गया

ChatGPT を 5 分で説明

ChatGPT explicado em 5 minutos

ChatGPT được giải thích trong 5 phút

5 分钟解释 ChatGPT

How to Accurately Measure Binomial Proportions for Reliable Conversion Metrics

Ramp Network has announced the integration of Mexico's SPEI payment system into its platform, enabling instant cryptocurrency-to-peso conversions for Mexican users. The London-based fintech company's move expands its services in Latin America's growing cryptocurrency market. SPEI (Sistema de Pagos Electrónicos Interbancarios), Mexico's interbank electronic payment system, processes an average of 80.9 million payments monthly. The integration allows users to convert cryptocurrencies to Mexican pesos and receive funds in their local bank accounts within 30 seconds. The development comes as Mexico establishes itself as a significant player in the global cryptocurrency landscape, ranking 16th in Chainalysis' crypto adoption index. Current data shows that 14% of Mexicans own cryptocurrency, while 40% of Mexican companies are exploring blockchain technology integration. The service features a flat 2.9% fee structure, which Ramp Network notes is lower than traditional MXN card fees. The system operates 24/7, including holidays, providing continuous access to crypto-to-peso conversions. Users need only provide their bank's CLABE number (Mexico's equivalent to IBAN), full name, and tax ID for their initial transaction. "We're incredibly proud to enhance our support for Mexican users with the integration of SPEI," said Szymon Sypniewicz, CEO of Ramp Network. "Now, people in Mexico can convert their crypto into fiat in seconds, with lower fees and reduced friction." SPEI's recent growth underscores the timing of this integration. The system set a record in March 2023 with 279.3 million transactions, averaging 6,257 payments per minute, and projects to double its transaction volume by 2027. The integration follows Ramp Network's earlier expansion into Brazil with PIX integration. The company plans to add SPEI support for purchasing cryptocurrencies in the coming weeks, further expanding its services in the region. This development adds to Ramp Network's existing support for over 35 local currencies globally, including the euro, US dollar, and British pound. The service aims to bridge traditional banking with digital assets in Mexico, where cryptocurrency adoption continues to grow, positioning the country as an emerging hub for financial technology innovation in Latin America. Don’t forget to like and share the story! Vested Interest Disclosure: This author is an independent contributor publishing via our business blogging program. HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYOR Ramp Network has announced the integration of Mexico's SPEI payment system into its platform, enabling instant cryptocurrency-to-peso conversions for Mexican users. The London-based fintech company's move expands its services in Latin America's growing cryptocurrency market. SPEI (Sistema de Pagos Electrónicos Interbancarios), Mexico's interbank electronic payment system, processes an average of 80.9 million payments monthly. The integration allows users to convert cryptocurrencies to Mexican pesos and receive funds in their local bank accounts within 30 seconds. The development comes as Mexico establishes itself as a significant player in the global cryptocurrency landscape, ranking 16th in Chainalysis' crypto adoption index. Current data shows that 14% of Mexicans own cryptocurrency, while 40% of Mexican companies are exploring blockchain technology integration. The service features a flat 2.9% fee structure, which Ramp Network notes is lower than traditional MXN card fees. The system operates 24/7, including holidays, providing continuous access to crypto-to-peso conversions. Users need only provide their bank's CLABE number (Mexico's equivalent to IBAN), full name, and tax ID for their initial transaction. "We're incredibly proud to enhance our support for Mexican users with the integration of SPEI," said Szymon Sypniewicz, CEO of Ramp Network. "Now, people in Mexico can convert their crypto into fiat in seconds, with lower fees and reduced friction." SPEI's recent growth underscores the timing of this integration. The system set a record in March 2023 with 279.3 million transactions, averaging 6,257 payments per minute, and projects to double its transaction volume by 2027. The integration follows Ramp Network's earlier expansion into Brazil with PIX integration. The company plans to add SPEI support for purchasing cryptocurrencies in the coming weeks, further expanding its services in the region. This development adds to Ramp Network's existing support for over 35 local currencies globally, including the euro, US dollar, and British pound. The service aims to bridge traditional banking with digital assets in Mexico, where cryptocurrency adoption continues to grow, positioning the country as an emerging hub for financial technology innovation in Latin America. Don’t forget to like and share the story! Vested Interest Disclosure: This author is an independent contributor publishing via our business blogging program. HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYOR Vested Interest Disclosure: This author is an independent contributor publishing via our business blogging program . HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYOR Vested Interest Disclosure: business blogging program business blogging program

Ramp Network Integrates Mexico's SPEI for Real-Time Crypto Conversions

Ramp Network integrerer Mexicos SPEI til realtidskryptokonverteringer

Ramp Network integra el SPEI de México para conversiones de criptomonedas en tiempo real

Ramp Network-ek Mexikoko SPEI integratzen du denbora errealeko kripto-bihurketetarako

Ramp Network がメキシコの SPEI を統合し、リアルタイムの暗号変換を実現

Ramp Network აერთიანებს მექსიკის SPEI-ს რეალურ დროში კრიპტო კონვერტაციისთვის

Réseau ya Ramp Esangisaka SPEI ya Mexique mpo na ba Conversions ya Crypto na tango ya solo

Ramp Network integreert Mexicaanse SPEI voor realtime cryptoconversies

Ramp Llika Méxicopa SPEI kaqninta Chiqa pacha Cripto Tikraykunapaq Huñun

ራምፕ ኔትወርክ ንናይ ሜክሲኮ SPEI ንሓቀኛ ግዜ ክሪፕቶ ምቕያር የወሃህድ

Pinagsasama ng Ramp Network ang SPEI ng Mexico para sa Mga Real-Time na Crypto Conversion

Ramp Network, Gerçek Zamanlı Kripto Dönüşümleri için Meksika'nın SPEI'sini Entegre Ediyor

I-Ramp Network Ihlanganisa I-SPEI yase-Mexico Yokuguqulwa Kwe-Crypto Yesikhathi Sangempela

How Build Your Own AI Confessional: How to Add a Voice to the LLM

কীভাবে আপনার নিজের এআই স্বীকারোক্তিমূলক তৈরি করুন: কীভাবে এলএলএম-এ একটি ভয়েস যুক্ত করবেন

So bauen Sie Ihren eigenen KI-Beichtstuhl: So fügen Sie dem LLM eine Stimme hinzu

Cómo construir su propio confesionario de IA: cómo agregar una voz al LLM

Comment créer votre propre confessionnal d'IA : comment ajouter une voix au LLM

अपना खुद का AI कन्फेशनल कैसे बनाएं: LLM में आवाज़ कैसे जोड़ें

独自の AI を構築する方法 告白: LLM に声を加える方法

자신만의 AI 고백을 구축하는 방법: LLM에 음성을 추가하는 방법

Como construir seu próprio confessionário de IA: como adicionar uma voz ao LLM

Как создать свою собственную исповедь искусственного интеллекта: как добавить голос к LLM

Kendi Yapay Zeka İtirafınızı Nasıl Oluşturabilirsiniz: Yüksek Lisans'a Ses Nasıl Eklenir?

Cách xây dựng chuyên gia AI của riêng bạn: Cách thêm tiếng nói vào LLM

如何构建自己的 AI 忏悔室：如何为法学硕士 (LLM) 添加声音

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AI Dropshipping Product Page Generator: Using Advanced AI to Achieve Insane Conversions

Authors:
(1) Nicholas Farn, Microsoft Corporation {Microsoft Corporation {nifarn@microsoft.com};
(2) Richard Shin, Microsoft Corporation {eush@microsoft.com}. Table of Links Abstract and Intro Dataset Design Evaluation Methodology Experiments and Analysis Related Work Conclusion, Reproducibility, and References A. Complete list of tools B. Scenario Prompt C. Unrealistic Queries D. Nuances comparing prior work A COMPLETE LIST OF TOOLS We include the complete list of plugins and tools used in ToolTalk, and their corresponding descriptions. AccountTools This API contains tools for account management. • ChangePassword Changes the password of an account. • DeleteAccount Deletes a user’s account, requires user to be logged in. • GetAccountInformation Retrieves account information of logged in user. • LogoutUser Logs user out. • QueryUser Finds users given a username or email. • RegisterUser Register a new user. • ResetPassword Resets the password of a user using a verification code. • SendVerificationCode Initiates a password reset for a user by sending a verification code to a backup email. • UpdateAccountInformation Updates account information of a user. • UserLogin Logs in a user. Alarm This API contains tools for managing alarms. • AddAlarm Sets an alarm for a specific time. • DeleteAlarm Removes an alarm given an alarm id. • FindAlarms Finds alarms a user has set. Calendar This API lets a users manage events in their calendar. • CreateEvent Adds events to a user’s calendar. • DeleteEvent Deletes events from a user’s calendar. • ModifyEvent Allows modification of an existing event. • QueryCalendar Queries for events that occur in a time range. Email This API lets a user search and send emails. • SearchInbox Searches for emails matching filters returning 5 most recent results. • SendEmail Sends an email on behalf of a given user. Message This API lets a user search and send messages. • SearchMessages Searches messages matching filters returning 5 most recent results. • SendMessage Sends a message to another user. Reminder A suite of APIs for managing reminders for a TODO list. • AddReminder Add a reminder with an optional due date. • CompleteReminder Complete a reminder. • DeleteReminder Delete a reminder. • GetReminders Get a list of reminders. Weather Get weather information of a location. • CurrentWeather Get the current weather of a location. • ForecastWeather Get the 3-day weather forecast of a location. • HistoricWeather Get historic weather information of a location by month. B SCENARIO PROMPT Task You will be provided with a list of APIs. These APIs will have a description and a list of parameters and return types for each tool. Your task involves creating 3 varied, complex, and detailed user scenarios that require at least 5 API calls to complete involving at least 3 different APIs. One of these APIs will be explicitly provided and the other two will be chosen by you. For instance, given the APIs: SearchHotels, BookHotel, CancelBooking, GetNFLNews. Given that GetNFLNews is explicitly provided, your scenario should articulate something akin to: "The user wants to see if the Broncos won their last game (GetNFLNews). They then want to see if that qualifies them for the playoffs and who they will be playing against (GetNFLNews). The Broncos did make it into the playoffs, so the user wants watch the game in person. They want to look for hotels where the playoffs are occurring (GetNBANews + SearchHotels). After looking at the options, the user chooses to book a 3-day stay at the cheapest 4-star option (BookHotel)." This scenario exemplifies a scenario using 5 API calls. The scenario is complex, detailed, and concise as desired. The scenario also includes two APIs used in tandem, the required API, GetNBANews to search for the playoffs location and SearchHotels to find hotels based on the returned location. Usage of multiple APIs in tandem is highly desirable and will receive a higher score. Ideally each scenario should contain one or more instances of multiple APIs being used in tandem. Note that this scenario does not use all the APIs given and re-uses the " GetNBANews" API. Re-using APIs is allowed, but each scenario should involve at least 3 different APIs. Note that API usage is also included in the scenario, but exact parameters are not necessary. You must use a different combination of APIs for each scenario. All APIs must be used in at least one scenario. You can only use the APIs provided in the APIs section. Note that API calls are not explicitly mentioned and their uses are included in parentheses. This behaviour should be mimicked in your response. Deliver your response in this format: ‘‘‘ Scenario 1: <Scenario1>
Scenario 2: <Scenario2>
Scenario 3: <Scenario3> ‘‘‘ APIs ‘‘‘ {{API_DOCS}} ‘‘‘ Response Required API: {{REQUIRED_API}} Scenarios with >=5 API calls: ‘‘‘ - Scenario 1: C UNREALISTIC QUERIES Below are some examples of unrealistic queries gathered from various sources. These queries are useful for generating potentially complex tool interactions or unusual combinations of tools. However, as a consequence, they are unrealistic for various reasons such as forcing the usage of disparate APIs in situations a human is unlikely to ask for, explicitly asking for API endpoints which end users are unlikely to know of, or generally being unnaturally long and explicit. • “I’m working on a logistics project for my company and need to check the health of the SQUAKE API. Can you verify the API health by calling the ‘Checkhealth’ API endpoint? Additionally, I would like to retrieve the list of projects using the ‘Projects’ API endpoint.” (Qin et al., 2023b) • “How many singers have the average number of albums of singers in Beijing? Gives the square root of this number.” (Ruan et al., 2023) • “I am looking for x-large, red color women faux fur lined winter warm jacket coat, and price lower than 70.00 dollars.” Yao et al. (2022a) • “Can you retrieve the contact details of the ‘Gondrand’ customs agency in New Caledonia? I’m particularly interested in their postal code, email, name, and phone number. Also, please provide a list of all available transitaires. Begin!!!” Qin et al. (2023b) D NUANCES COMPARING PRIOR WORK Nuances comparing prior work from Table 5. ReAct and ART evaluate on hard QA tasks, but these tasks traditionally do not require the usage of tools to complete. We also note API-Bank fits all criteria. However, its level 1-2 examples are automated but simple. In comparison, its level 3 examples are complex but require manual evaluation. ToolBench’s tasks require hard to use tool, but have shallow solution paths. Their more complex environments have deeper solution paths, but re-use the existing datasets of WebShop (Yao et al., 2022a) and TableTop (Liang et al., 2023). This paper is available on arxiv under CC 4.0 license. Authors: (1) Nicholas Farn, Microsoft Corporation {Microsoft Corporation {nifarn@microsoft.com}; (2) Richard Shin, Microsoft Corporation {eush@microsoft.com}. Authors: Authors: (1) Nicholas Farn, Microsoft Corporation {Microsoft Corporation {nifarn@microsoft.com}; (2) Richard Shin, Microsoft Corporation {eush@microsoft.com}. Table of Links Abstract and Intro Abstract and Intro Dataset Design Dataset Design Evaluation Methodology Evaluation Methodology Experiments and Analysis Experiments and Analysis Related Work Related Work Conclusion, Reproducibility, and References Conclusion, Reproducibility, and References A. Complete list of tools A. Complete list of tools B. Scenario Prompt B. Scenario Prompt C. Unrealistic Queries C. Unrealistic Queries D. Nuances comparing prior work D. Nuances comparing prior work A COMPLETE LIST OF TOOLS We include the complete list of plugins and tools used in ToolTalk, and their corresponding descriptions. AccountTools This API contains tools for account management. AccountTools • ChangePassword Changes the password of an account. ChangePassword • DeleteAccount Deletes a user’s account, requires user to be logged in. DeleteAccount • GetAccountInformation Retrieves account information of logged in user. GetAccountInformation • LogoutUser Logs user out. LogoutUser • QueryUser Finds users given a username or email. QueryUser • RegisterUser Register a new user. • ResetPassword Resets the password of a user using a verification code. ResetPassword • SendVerificationCode Initiates a password reset for a user by sending a verification code to a backup email. SendVerificationCode • UpdateAccountInformation Updates account information of a user. UpdateAccountInformation • UserLogin Logs in a user. UserLogin Alarm This API contains tools for managing alarms. Alarm • AddAlarm Sets an alarm for a specific time. AddAlarm • DeleteAlarm Removes an alarm given an alarm id. DeleteAlarm • FindAlarms Finds alarms a user has set. FindAlarms Calendar This API lets a users manage events in their calendar. Calendar • CreateEvent Adds events to a user’s calendar. CreateEvent • DeleteEvent Deletes events from a user’s calendar. DeleteEvent • ModifyEvent Allows modification of an existing event. ModifyEvent • QueryCalendar Queries for events that occur in a time range. QueryCalendar Email This API lets a user search and send emails. Email • SearchInbox Searches for emails matching filters returning 5 most recent results. SearchInbox • SendEmail Sends an email on behalf of a given user. SendEmail Message This API lets a user search and send messages. Message • SearchMessages Searches messages matching filters returning 5 most recent results. SearchMessages • SendMessage Sends a message to another user. SendMessage Reminder A suite of APIs for managing reminders for a TODO list. Reminder • AddReminder Add a reminder with an optional due date. • CompleteReminder Complete a reminder. • DeleteReminder Delete a reminder. • GetReminders Get a list of reminders. AddReminder Weather Get weather information of a location. Weather • CurrentWeather Get the current weather of a location. CurrentWeather • ForecastWeather Get the 3-day weather forecast of a location. ForecastWeather • HistoricWeather Get historic weather information of a location by month. HistoricWeather B SCENARIO PROMPT Task You will be provided with a list of APIs. These APIs will have a description and a list of parameters and return types for each tool. Your task involves creating 3 varied, complex, and detailed user scenarios that require at least 5 API calls to complete involving at least 3 different APIs. One of these APIs will be explicitly provided and the other two will be chosen by you. For instance, given the APIs: SearchHotels, BookHotel, CancelBooking, GetNFLNews. Given that GetNFLNews is explicitly provided, your scenario should articulate something akin to: "The user wants to see if the Broncos won their last game (GetNFLNews). They then want to see if that qualifies them for the playoffs and who they will be playing against (GetNFLNews). The Broncos did make it into the playoffs, so the user wants watch the game in person. They want to look for hotels where the playoffs are occurring (GetNBANews + SearchHotels). After looking at the options, the user chooses to book a 3-day stay at the cheapest 4-star option (BookHotel)." This scenario exemplifies a scenario using 5 API calls. The scenario is complex, detailed, and concise as desired. The scenario also includes two APIs used in tandem, the required API, GetNBANews to search for the playoffs location and SearchHotels to find hotels based on the returned location. Usage of multiple APIs in tandem is highly desirable and will receive a higher score. Ideally each scenario should contain one or more instances of multiple APIs being used in tandem. Note that this scenario does not use all the APIs given and re-uses the " GetNBANews" API. Re-using APIs is allowed, but each scenario should involve at least 3 different APIs. Note that API usage is also included in the scenario, but exact parameters are not necessary. You must use a different combination of APIs for each scenario. All APIs must be used in at least one scenario. You can only use the APIs provided in the APIs section. Note that API calls are not explicitly mentioned and their uses are included in parentheses. This behaviour should be mimicked in your response. Deliver your response in this format: ‘‘‘ Scenario 1: <Scenario1> Scenario 2: <Scenario2> Scenario 3: <Scenario3> ‘‘‘ Scenario 1: <Scenario1> Scenario 2: <Scenario2> Scenario 3: <Scenario3> ‘‘‘ APIs ‘‘‘ {{API_DOCS}} ‘‘‘ Response Required API: {{REQUIRED_API}} Scenarios with >=5 API calls: ‘‘‘ - Scenario 1: C UNREALISTIC QUERIES Below are some examples of unrealistic queries gathered from various sources. These queries are useful for generating potentially complex tool interactions or unusual combinations of tools. However, as a consequence, they are unrealistic for various reasons such as forcing the usage of disparate APIs in situations a human is unlikely to ask for, explicitly asking for API endpoints which end users are unlikely to know of, or generally being unnaturally long and explicit. • “I’m working on a logistics project for my company and need to check the health of the SQUAKE API. Can you verify the API health by calling the ‘Checkhealth’ API endpoint? Additionally, I would like to retrieve the list of projects using the ‘Projects’ API endpoint.” (Qin et al., 2023b) • “How many singers have the average number of albums of singers in Beijing? Gives the square root of this number.” (Ruan et al., 2023) • “I am looking for x-large, red color women faux fur lined winter warm jacket coat, and price lower than 70.00 dollars.” Yao et al. (2022a) • “Can you retrieve the contact details of the ‘Gondrand’ customs agency in New Caledonia? I’m particularly interested in their postal code, email, name, and phone number. Also, please provide a list of all available transitaires. Begin!!!” Qin et al. (2023b) D NUANCES COMPARING PRIOR WORK Nuances comparing prior work from Table 5. ReAct and ART evaluate on hard QA tasks, but these tasks traditionally do not require the usage of tools to complete. We also note API-Bank fits all criteria. However, its level 1-2 examples are automated but simple. In comparison, its level 3 examples are complex but require manual evaluation. ToolBench’s tasks require hard to use tool, but have shallow solution paths. Their more complex environments have deeper solution paths, but re-use the existing datasets of WebShop (Yao et al., 2022a) and TableTop (Liang et al., 2023). This paper is available on arxiv under CC 4.0 license. This paper is available on arxiv under CC 4.0 license. available on arxiv

Advancing Conversational AI with Complex Tool Orchestration

ToolTalk: Benchmarking Tool-Augmented LLMs in Conversational AI

Identifying Axion Conversion in Compact Star Magnetospheres With Radio-Wave Polarization Signatures

PNG (Portable Network Graphics) is a raster image file format most often used to create logos, icons, charts, and detailed graphics in web design. Its notable features include: Efficient compression of simple colors, resulting in high-quality static images; Support for over 200 degrees of transparency for images that can be layered over various background colors and other graphics; Easy viewing due to its open format, accessible across various browsers and apps without licensing constraints. While PDF files boast numerous advantages, you may need to use a free PDF-to-PNG converter or perform other manipulations with the files to get your work done more effectively. Unfortunately, some users might not be fully aware of these opportunities, and we aim to broaden their knowledge with three creative uses of free PDF to PNG tools. Extract Images From PDFs Easily With a PDF to PNG Converter Of course, you can find all kinds of images on web platforms offering both paid and free options, not to mention that you can use your own photo libraries or draw something in specialized software for digital artists. However, a simple PDF to PNG converter can give you a faster, cheaper, and sometimes even the only possible way to get the images you need. Say, you have a PDF report full of useful stats and facts packed into visually stunning charts, tables, and infographics that would fit into your project exactly to a tee. You can go to an infographic design website and try to recreate the data visualization or opt for a free online tool that can extract images. In the latter case, you just need to upload a PDF, let the app process the file, and wait a few seconds for the engine to efficiently separate the useful elements and deliver a folder with all the images extracted from the PDF. Surely, you should choose a tool that can save PDF as PNG to get the format required for future use. You will be able to edit the visuals and insert them into your projects in mere minutes instead of spending much more time creating images from scratch or searching for them on the web. Maintain Visual Identity Across Multiple Projects Effortlessly Did you know you can derive various assets from PDF files? This includes logos, fonts, sub-graphics, and other design elements used in a brand’s visual representation. Whether you are an employee designing your profile on LinkedIn or an influencer promoting a brand through your social media pages, it makes sense to incorporate corporate identity elements into your project. In the best-case scenario, you should be provided with all the required assets and, moreover, have them in a form that is easy to use in a digital space. If this is not the case, you can cut corners by extracting everything you need from a brand style guide available in a PDF version or any other PDF file containing the company’s visual identity elements. You just need to connect to a free tool designed to extract different PDF components and convert PDF to PNG to get a full set of graphics for use in your project. Then, you will be able to create multiple types of branded content to insert it into: websites, for example, landing pages, product pages, clients’ testimonials, case studies, and so on; emails, including headers, footers, or branded email signatures; social media platforms, namely, posts, profiles, banners, stickers, comments, and more. Convert PDF to PNG to Showcase Your Work Online Sometimes, one of the main assets you have under your belt is a PDF file itself. Whether you are a designer with a stunning portfolio of creative works or a marketer who crafts visually appealing and meaningful presentations, you are sure to benefit from showcasing your projects to a broader circle of potential clients and employers. Obviously, you can publish your PDF as is on your website, social media, or specialized online platforms designed for professionals, but we all know that multipage PDFs can often be too slow to download and aren’t ideal for viewing. Also, it’s not easy to embed a PDF into a website, and it cannot be layered on top of other graphics since the format doesn’t support transparent backgrounds. But if you choose to convert PDF to PNG free of charge using online tools, you will get high-quality image files that can be incorporated into web pages and digital graphics with no sweat. You can edit the files in any photo editing software, upload them to collage-making platforms, mix and match them to construct a video presentation, or just fit them into an email intended for a prospective client. Bottom Line We have cited just a handful of examples illustrating how a feature-rich PDF-to-PNG converter can make your life easier and even help you unleash your creativity. You just need to explore the pros and cons of different file formats to understand where to use them to the best advantage clearly. With a free online conversion tool, switching between the formats is smooth sailing, providing many ways to utilize your digital assets to the fullest. PNG (Portable Network Graphics) is a raster image file format most often used to create logos, icons, charts, and detailed graphics in web design. Its notable features include: PNG Efficient compression of simple colors, resulting in high-quality static images; Efficient compression of simple colors, resulting in high-quality static images; Support for over 200 degrees of transparency for images that can be layered over various background colors and other graphics; Support for over 200 degrees of transparency for images that can be layered over various background colors and other graphics; Easy viewing due to its open format, accessible across various browsers and apps without licensing constraints. Easy viewing due to its open format, accessible across various browsers and apps without licensing constraints. While PDF files boast numerous advantages, you may need to use a free PDF-to-PNG converter or perform other manipulations with the files to get your work done more effectively. Unfortunately, some users might not be fully aware of these opportunities, and we aim to broaden their knowledge with three creative uses of free PDF to PNG tools. free PDF-to-PNG converter free PDF-to-PNG converter Extract Images From PDFs Easily With a PDF to PNG Converter Extract Images From PDFs Easily With a PDF to PNG Converter Of course, you can find all kinds of images on web platforms offering both paid and free options, not to mention that you can use your own photo libraries or draw something in specialized software for digital artists. However, a simple PDF to PNG converter can give you a faster, cheaper, and sometimes even the only possible way to get the images you need. Say, you have a PDF report full of useful stats and facts packed into visually stunning charts, tables, and infographics that would fit into your project exactly to a tee. You can go to an infographic design website and try to recreate the data visualization or opt for a free online tool that can extract images. In the latter case, you just need to upload a PDF, let the app process the file, and wait a few seconds for the engine to efficiently separate the useful elements and deliver a folder with all the images extracted from the PDF. Surely, you should choose a tool that can save PDF as PNG to get the format required for future use. You will be able to edit the visuals and insert them into your projects in mere minutes instead of spending much more time creating images from scratch or searching for them on the web. Maintain Visual Identity Across Multiple Projects Effortlessly Maintain Visual Identity Across Multiple Projects Effortlessly Did you know you can derive various assets from PDF files ? This includes logos, fonts, sub-graphics, and other design elements used in a brand’s visual representation. Whether you are an employee designing your profile on LinkedIn or an influencer promoting a brand through your social media pages, it makes sense to incorporate corporate identity elements into your project. PDF files In the best-case scenario, you should be provided with all the required assets and, moreover, have them in a form that is easy to use in a digital space. If this is not the case, you can cut corners by extracting everything you need from a brand style guide available in a PDF version or any other PDF file containing the company’s visual identity elements. You just need to connect to a free tool designed to extract different PDF components and convert PDF to PNG to get a full set of graphics for use in your project. Then, you will be able to create multiple types of branded content to insert it into: websites, for example, landing pages, product pages, clients’ testimonials, case studies, and so on; websites, for example, landing pages, product pages, clients’ testimonials, case studies, and so on; emails, including headers, footers, or branded email signatures; emails, including headers, footers, or branded email signatures; social media platforms, namely, posts, profiles, banners, stickers, comments, and more. social media platforms, namely, posts, profiles, banners, stickers, comments, and more. Convert PDF to PNG to Showcase Your Work Online Convert PDF to PNG to Showcase Your Work Online Sometimes, one of the main assets you have under your belt is a PDF file itself. Whether you are a designer with a stunning portfolio of creative works or a marketer who crafts visually appealing and meaningful presentations, you are sure to benefit from showcasing your projects to a broader circle of potential clients and employers. Obviously, you can publish your PDF as is on your website, social media, or specialized online platforms designed for professionals, but we all know that multipage PDFs can often be too slow to download and aren’t ideal for viewing. Also, it’s not easy to embed a PDF into a website, and it cannot be layered on top of other graphics since the format doesn’t support transparent backgrounds. But if you choose to convert PDF to PNG free of charge using online tools, you will get high-quality image files that can be incorporated into web pages and digital graphics with no sweat. You can edit the files in any photo editing software, upload them to collage-making platforms, mix and match them to construct a video presentation, or just fit them into an email intended for a prospective client. Bottom Line Bottom Line We have cited just a handful of examples illustrating how a feature-rich PDF-to-PNG converter can make your life easier and even help you unleash your creativity. You just need to explore the pros and cons of different file formats to understand where to use them to the best advantage clearly. With a free online conversion tool, switching between the formats is smooth sailing, providing many ways to utilize your digital assets to the fullest.

Beyond Basic Conversion: Creative Uses of Free PDF to PNG Tools

In the initial stages of community building, community managers invest significant time, effort, and resources in expanding channels to attract more users. However, even with sufficient traffic from these channels, the community may not become more active, and the number of users actively using the product within the community may not increase. This situation is akin to using a bamboo basket to fetch water: while the faucet may be turned on high, most of the water is still lost due to the basket's large gaps. To address this issue, community managers need to focus on reducing these gaps to retain as much water (i.e., users) as possible. Before seeking solutions, it's crucial to understand the root cause of the problem. Why are community users difficult to convert? The member count on platforms like Discord and Telegram is increasing daily, yet the number of users actively using the product remains unchanged. There's a disconnect between SNS and Web3 addresses. Most community member accounts are not linked to Web3 addresses, making it difficult for community managers to match active accounts within the community with active addresses on the blockchain. Community managers invest time, energy, and resources primarily in SNS activities such as increasing community size, daily activity, and accumulating chat records. However, the growth of active Web3 addresses, which are crucial for product usage, doesn't receive adequate attention or resources. Furthermore, there's a lack of long-term incentive mechanisms. Community management is a long-term endeavor, requiring a shift from focusing solely on community expansion to nurturing quality members who actively contribute value. Limited team resources and budgets result in most community activities being time-sensitive, posing challenges to converting community members into product users. Additionally, the lack of systemization and low automation levels exacerbate the issue. Many Web3 teams are still in their startup phase, facing resource and manpower constraints. Community management heavily relies on manual efforts, leaving little room to focus on converting community members into product users. How can these challenges be overcome? Perhaps we can find answers by looking at the market. Market Choice: Built-in Community & Long-term Incentives Built-in community Users are active in communities using their SNS accounts, while they engage with the ecosystem using Web3 addresses. Currently, most communities are centered around platforms like Discord and Telegram. Users join these communities using their Discord or Telegram accounts and then navigate to the official website through community links. However, they can't immediately experience the product; they still need to link their Web3 wallet address. Every additional step increases the likelihood of user dropout. Why not consolidate customer acquisition and retention efforts onto a single page? Some major projects have recognized this issue and chosen to build a built-in community on their official website. For instance, Arbitrum has a dedicated "Community" section on their website, allowing users to directly experience the product upon entering the community. In the operation of such built-in communities, community managers can directly engage with members using their Web3 addresses rather than SNS accounts. They can optimize the community interface and streamline processes to improve conversion rates. Building a built-in community on the official website requires a significant allocation of team resources, involving page design, development, and considerations about what tasks to include in the community to convert users into product users. For most Web3 teams, especially those in the early stages of startup, it's challenging to dedicate such extensive resources and time solely to community building. Teams need to balance various aspects of their operations and may not prioritize allocating such resources and time to community development. So, can community managers leverage external help to overcome the current challenges in community building? Are there mature solutions available in the market to assist project managers in quickly establishing a built-in community? Yes, several products have emerged in the market to address this need, and TaskOn is one of the platforms offering comprehensive functionality: Multiple task templates help project managers quickly establish the entire process from new users joining the community to experiencing the product. Custom Domain Management allows community managers to directly customize the domain of their community, seamlessly embedding the community within the official website, creating a community that is truly integrated with the project. Long-term Incentives: TGE + Points To further encourage community members to use the product, long-term incentives are essential. For projects that have not yet issued tokens, Token Generation Events (TGE) are a common approach. TGEs use the anticipation of airdrops to shape the community atmosphere, influence user behavior, and stimulate product usage. While TGE can prolong the community's patience with the project, there is also a risk of user dropout during the wait for the airdrop, which could occur at an unknown time. How can we reduce the dropout rate during this waiting period? Introducing a points-based rewards system could be a solution. By utilizing a points mechanism to establish a comprehensive user ranking system, rewarding every valid action, community users can receive timely feedback. Simultaneously, community managers can monitor the community's points holdings in real-time, aiding decision-making. Blast, for example, adopts a TGE + Points approach: Staking assets and inviting others can earn points, and the number of points held by an account is linked to the future airdrop value. There's even a dedicated leaderboard page to stimulate community members' enthusiasm. Coincidentally, Bitget recently employed a points strategy during the issuance of BWB tokens. Unlike Blast, however, they didn't opt to create a dedicated points page on their official website. Instead, they chose to transplant the project's points system to a third-party community solution platform. By leveraging the platform's native community management features, they were able to seamlessly integrate TGE + points, quickly and efficiently. For projects that have already issued tokens, implementing a points system can complement the project's design of a dual-token model. The dual-token model consists of equity tokens and utility tokens, with the already issued token serving as the equity token and the points acting as the utility token. Equity tokens relate to holder benefits, while points can be linked to community engagement and loyalty. By defining clear rules for points distribution and implementing an exchange mechanism to bridge points with utility tokens, loyal community participants can be incentivized, thereby injecting new vitality into the community and ecosystem. Maximizing Efficiency: Harnessing Tools for Success In a bull market, user attention is a scarce resource. Failing to retain users and encourage them to use the product immediately after joining the community results in extremely low conversion rates, making it less effective to spend more money on user acquisition. Focusing community operations on users' Web3 addresses rather than SNS accounts is essential for fundamentally improving community user conversion rates. Team resources and community managers' time and energy are limited. Utilizing tools can better assist teams in moving forward on the right path. In the initial stages of community building, community managers invest significant time, effort, and resources in expanding channels to attract more users. However, even with sufficient traffic from these channels, the community may not become more active, and the number of users actively using the product within the community may not increase. However, even with sufficient traffic from these channels, the community may not become more active, and the number of users actively using the product within the community may not increase. This situation is akin to using a bamboo basket to fetch water: while the faucet may be turned on high, most of the water is still lost due to the basket's large gaps. To address this issue, community managers need to focus on reducing these gaps to retain as much water (i.e., users) as possible. Before seeking solutions, it's crucial to understand the root cause of the problem. Why are community users difficult to convert? Why are community users difficult to convert? The member count on platforms like Discord and Telegram is increasing daily, yet the number of users actively using the product remains unchanged. There's a disconnect between SNS and Web3 addresses. Most community member accounts are not linked to Web3 addresses, making it difficult for community managers to match active accounts within the community with active addresses on the blockchain. There's a disconnect between SNS and Web3 addresses. Community managers invest time, energy, and resources primarily in SNS activities such as increasing community size, daily activity, and accumulating chat records. However, the growth of active Web3 addresses, which are crucial for product usage, doesn't receive adequate attention or resources. Furthermore, there's a lack of long-term incentive mechanisms . Community management is a long-term endeavor, requiring a shift from focusing solely on community expansion to nurturing quality members who actively contribute value. Limited team resources and budgets result in most community activities being time-sensitive, posing challenges to converting community members into product users. lack of long-term incentive mechanisms Additionally, the lack of systemization and low automation levels exacerbate the issue . Many Web3 teams are still in their startup phase, facing resource and manpower constraints. Community management heavily relies on manual efforts, leaving little room to focus on converting community members into product users. lack of systemization and low automation levels exacerbate the issue How can these challenges be overcome? Perhaps we can find answers by looking at the market. How can these challenges be overcome? Market Choice: Built-in Community & Long-term Incentives Built-in community Users are active in communities using their SNS accounts, while they engage with the ecosystem using Web3 addresses. Currently, most communities are centered around platforms like Discord and Telegram. Users join these communities using their Discord or Telegram accounts and then navigate to the official website through community links. However, they can't immediately experience the product; they still need to link their Web3 wallet address. Every additional step increases the likelihood of user dropout. Why not consolidate customer acquisition and retention efforts onto a single page? Every additional step increases the likelihood of user dropout. Why not consolidate customer acquisition and retention efforts onto a single page? Some major projects have recognized this issue and chosen to build a built-in community on their official website. For instance, Arbitrum has a dedicated "Community" section on their website, allowing users to directly experience the product upon entering the community. In the operation of such built-in communities, community managers can directly engage with members using their Web3 addresses rather than SNS accounts. They can optimize the community interface and streamline processes to improve conversion rates. Building a built-in community on the official website requires a significant allocation of team resources, involving page design, development, and considerations about what tasks to include in the community to convert users into product users. For most Web3 teams, especially those in the early stages of startup, it's challenging to dedicate such extensive resources and time solely to community building. Teams need to balance various aspects of their operations and may not prioritize allocating such resources and time to community development. So, can community managers leverage external help to overcome the current challenges in community building? Are there mature solutions available in the market to assist project managers in quickly establishing a built-in community? Are there mature solutions available in the market to assist project managers in quickly establishing a built-in community? Yes, several products have emerged in the market to address this need, and TaskOn is one of the platforms offering comprehensive functionality: TaskOn Multiple task templates help project managers quickly establish the entire process from new users joining the community to experiencing the product. Custom Domain Management allows community managers to directly customize the domain of their community, seamlessly embedding the community within the official website, creating a community that is truly integrated with the project. Long-term Incentives: TGE + Points To further encourage community members to use the product, long-term incentives are essential. For projects that have not yet issued tokens , Token Generation Events (TGE) are a common approach. TGEs use the anticipation of airdrops to shape the community atmosphere, influence user behavior, and stimulate product usage. While TGE can prolong the community's patience with the project, there is also a risk of user dropout during the wait for the airdrop, which could occur at an unknown time. How can we reduce the dropout rate during this waiting period? For projects that have not yet issued tokens Introducing a points-based rewards system could be a solution. By utilizing a points mechanism to establish a comprehensive user ranking system, rewarding every valid action, community users can receive timely feedback. Simultaneously, community managers can monitor the community's points holdings in real-time, aiding decision-making. Blast, for example, adopts a TGE + Points approach: Staking assets and inviting others can earn points, and the number of points held by an account is linked to the future airdrop value. There's even a dedicated leaderboard page to stimulate community members' enthusiasm. TGE + Points Coincidentally, Bitget recently employed a points strategy during the issuance of BWB tokens. Unlike Blast, however, they didn't opt to create a dedicated points page on their official website. Instead, they chose to transplant the project's points system to a third-party community solution platform. By leveraging the platform's native community management features, they were able to seamlessly integrate TGE + points, quickly and efficiently. For projects that have already issued tokens, implementing a points system can complement the project's design of a dual-token model . The dual-token model consists of equity tokens and utility tokens, with the already issued token serving as the equity token and the points acting as the utility token. Equity tokens relate to holder benefits, while points can be linked to community engagement and loyalty. By defining clear rules for points distribution and implementing an exchange mechanism to bridge points with utility tokens, loyal community participants can be incentivized, thereby injecting new vitality into the community and ecosystem. dual-token model Maximizing Efficiency: Harnessing Tools for Success In a bull market, user attention is a scarce resource. Failing to retain users and encourage them to use the product immediately after joining the community results in extremely low conversion rates, making it less effective to spend more money on user acquisition. Focusing community operations on users' Web3 addresses rather than SNS accounts is essential for fundamentally improving community user conversion rates. Team resources and community managers' time and energy are limited. Utilizing tools can better assist teams in moving forward on the right path. Utilizing tools can better assist teams in moving forward on the right path.

Guide to Web3 Community Management: How to Boost Community Conversion Rates

Stories, News & Mentions about CONVERSIONAL

Conversional’s Stories on HackerNoon