Script extract data web pages jobs

...Key Requirements: - Extract data from PDF files: The freelancer should have experience in data extraction from PDFs. The goal is to extract content like questions, answers, and any other relevant details. This extractor should be able to be used for different exam boards - Organize data by year, subject, and difficulty level: The extracted data should be categorized based on these parameters. This is crucial for our business as it will help us create a user-friendly interface for our educational platform. - Be able to build an extractor that can be run in a google collab notebook, using whatever packages required, even if large language models are needed. Ideal Skills: - Proficiency in Python - Familiarity with Large Language models for data...

We are a dev team and seeking a highly experienced individual dev with in-depth proficiency in Laravel, Vue, and Flutter. Your responsibility will comprise the rebranding and extending of existing Codecanyon scripts. - **Script Rebranding**: I need a meticulous freelancer able to successfully rebrand scripts to brands of clients. - **Extending Scripts**: Your tasks also include extending Codecanyon scripts by adding extra functionalities, ensuring consistent, flawless operation , implementing APIs and adding the functionalities in the existing flutter app, testing, fixing any bugs to ensure smooth operations of the system. Pay : 1. INR1200/day or fixed amount as decided by our project managers, for 8 hours of work on anydesk/github for adding functions 2. INR 2000/project for ...

I'...successful freelancer must be capable of performing high-quality data scrapings, potentially for lead generation, market research, or data analysis. As a dedicated data professional, you should have a strong background in web scraping, data extraction, and data analysis. Please be sure to include in your application: - Your previous experience and samples of past work - A detailed project proposal outlining your approach. Your proficiency in using software and tools for data scraping, knowledge of data protection laws, and understanding of various databases will make you a top contender for this project. Time management skills and meticulous attention to detail are also crucial. The goal is to efficiently and accurately ...

...to create a custom indicator using Pine Script v5 for the TradingView platform. The goal is to develop an indicator based on 3 existing indicators and predefined rules. The source code of all 3 indicators will be provided to the right candidate. The custom indicator should generate trade signals for alerts. Should be able to use this strategy in the Chart, where it should display buy, sell and exit signals. This project requires expertise in Pine Script v5 and a deep understanding of technical analysis principles. Expected Deliverables; 1. Convert 3 indicators into a strategy.(Source code will be provided) 2. Alert Creation. 3. Buy/Sell signal, trailing SL & trailing TP integration with alert function. 4. Session End/Start as per the script. 5. Code...

I'm looking for a designer who can craft a modern, minimalistic logo for my IT support business. This unique logo should include a symbol referring to technology such as a computer/laptop symbol, circuits, or a cloud. Requirements: - Use of cool tones, specifically blues and grays, to communicate our corporate image. - A minimal, sleek sans-serif, serif or script typeface. The choice is yours as I don't have any specific preferences. - The design should be innovative, portraying my business as a cutting-edge, modern IT support firm. - I would like the logo to be an symbol next to the company name Ideal skills: - Creative graphic design - Knowledge in modern logo trends - Familiarity with tech - Attention to details Please include samples of your previous work, espec...

I'm looking for an expert to assist with an important aspect of my Autocad project - calculating the material needed for ducts from drawing to excel sheet. Your main task will be to extract the dimensions and quantify each type of duct in the drawing. Key Responsibilities: - Extracting precise information from Autocad drawings - Accurately entering data in Excel for duct types and dimensions Skills and Experience: - Proficiency in Autocad and Excel - Strong understanding and experience in drafting and design - Excellent attention to detail - Experience with duct design or HVAC systems would be advantageous. Please note, material types are not specified for the ducts. This project primarily focuses on quantity and dimensions.

...complex script that combines SMC schools, ICT schools, and commercial use elements into a single Tradingview indicator. Here are more details on what I'm looking for: - The script should include various elements from SMC and ICT schools, as well as classic trading methodologies for commercial use. - The primary feature of the script will be the creation of a custom indicator on Tradingview. - This indicator should accurately reflect the principles and strategies taught in SMC and ICT schools, while also incorporating classic trading approaches. Ideal skills for this project: - Proficiency in Tradingview script development - Understanding of SMC and ICT trading methodologies - Knowledge of classic trading indicators and strategies - Ability to create...

...containing form data that I need converted into both HTML and PDF. The PDF version should be static, without interactive elements. - The conversion process can be done manually, using HTML and PDF editors, or automatically, for which you can suggest a suitable script or tool. You're also welcome to combine both methods if you believe it would be more efficient. - The HTML output should be easy to read and navigate. The PDF should retain this readability in a static format, making it suitable for printing and viewing but without interactive features. - You will have creative control over how to best represent the JSON form in these two formats. The end goal is to make the content accessible and user-friendly. I'm looking for a professional with prior experien...

I'm seeking a proficient individual to help with a data entry project. I have about 40 URLs, from which I need to extract the product names, prices, and descriptions. The goal is to collate this information in a pre-defined Excel template. Key Aspects: - Extract product names, prices and descriptions from 40 URLs. - Populate an Excel file with the gathered data.

I'm seeking a skilled professional to help me with a research project. The specific deliverable is to find and provide 1,000 email addresses from Apollo. Key Requirements...professional to help me with a research project. The specific deliverable is to find and provide 1,000 email addresses from Apollo. Key Requirements: - Industry: The contacts should pertain to the industry I'll list for you. - Freshness: Email addresses need to be less than 3 months old. Ideal Skills: - Strong research skills: the ability to efficiently navigate through Apollo's platform to extract relevant email addresses. - Attention to detail: ensuring that the email addresses are recent and accurate. - Good understanding of various industries: to assist in collecting contacts aligned wit...

...multi-level marketing (MLM) databases, as well as knowledge of Dolibarr ERP. We need someone who can understand the complex terms associated with MLM compensation plans and create effective SQL queries to extract the necessary data, as well as integrate with Dolibarr ERP systems. Responsibilities: Develop advanced SQL queries to extract data from MLM databases. Understand and apply concepts of MLM compensation plans. Collaborate closely with the team to understand project requirements and goals. Integrate SQL solutions with Dolibarr ERP systems. Optimize query performance and ensure data integrity. Requirements: Demonstrable experience in SQL and PHP. Deep knowledge of relational databases and experience in query optimization. Previous experience wo...

We are seeking a talented Graphic Designer to create a unique and eye-catching logo for our bookstore business. The logo will be used for various purposes, including signage in our store, website, social media profiles, and on merchandise such as t-shirts and tote bags. We want a design that captures the essence of our bookstore and appeals to book lovers of all ages. The ideal candidate will have a strong portfolio showcasing their logo design skills and a keen eye for typography, color theory, and visual storytelling. Responsibilities: - Collaborate with our team to understand our brand identity and design preferences - Conceptualize, sketch, and create multiple logo options for consideration - Fine-tune selected designs based on feedback and iterate until final approval...

In this project, I'm needing assistance to extract text data from printed documents and entering it into Google Sheets. This task involves meticulous attention to detail to ensure the accuracy of the data entered. The project requires a freelancer with strong data entry skills and the following qualifications: - Proficient in Google Sheets and Microsoft Excel - Excellent typing speed - Previous experience with data extraction - Ability to work with printed documents - Good at data categorization and organization - Proven track record of accuracy - Strong attention to detail If you have these skills, please bid for this project. Thanks in advance for your time and effort.

...Python script with a HTML front end to allow a user to upload a CSV list of “prompts” and have each one sent as a request to the OpenAI API. There will be multiple prompts on each row. The script will need to move through each column, retrieve the output from OpenAI API, before moving onto the next row. The script should insert the result/text output from each column/prompt/request into a prompt output column of the CSV, then over onto the next row & then automatically download the updated CSV file for the user. Technical Requirements - Server Type: Ubuntu 22.04 - Script Type: Python - Front End Type: HTML - Front End Functionality: - Input API Key into a text field - Upload CSV File - CSV file template will be provided - View Script...

...to create a custom indicator using Pine Script v5 for the TradingView platform. The goal is to develop an indicator based on 3 existing indicators and predefined rules. The source code of all 3 indicators will be provided to the right candidate. The custom indicator should generate trade signals for alerts. Should be able to use this strategy in the Chart, where it should display buy, sell and exit signals. This project requires expertise in Pine Script v5 and a deep understanding of technical analysis principles. My requirement will be as below; 1. Convert 3 indicators into a strategy.(Source code will be provided) 2. Alert Creation. 3. Buy/Sell signal, Trailing SL/Trailing TP integration with alert function. 4. Session End/Start as per the script. 5. Code debug...

I need a meticulous and skillful proofreader, grammar checker, and spell corrector for a 10-50 pages creative writing document. The document is of considerable length, hence the need for a thorough review. Key Requirements: - Extensive experience with proofreading, grammar correction, and spell checking - A keen eye for detail and exceptional English language skills - Prior experience with creative writing is a big plus Responsibilities: - Proofread and correct any grammar issues, spelling errors, and improve overall readability - Maintain the original creative writing style and ensure the content flows smoothly Ideal Candidate: - Proficient in English language - Experienced in proofreading and editing - Creative writing background is a bonus - Able to deliver high-quality work w...

I need a skilled developer to create an automation bot for Telegram Channels. This bot will have the essential functions of: - Auto-joini...Channels. This bot will have the essential functions of: - Auto-joining channels - Extracting basic channel information including the description and links I want the bot to be able to extract the following specific information from the channels it joins: - Channel Name - Channel Description - Channel Links - Member Count The frequency of this extraction should be set to a weekly basis. Ideal skills and experience for this job would include proficiency in Python or a similar programming language, previous experience with Telegram's API, and prior experience creating chatbots or automation bots. Expertise in web scraping techno...

...handling sales inquiries and tracking orders. * **Chatbot Features** - The chatbot should be capable of handling customer support tasks, answering sales inquiries and tracking orders seamlessly. * **User Interaction** - The chatbot needs to be user-friendly for both Stone Crusher Owners and customers. * **Database Interaction** - The bot should interact with our MySQL database to extract data when needed. It doesn't need to update the database, just fetch necessary information when required. * **Skills and Experience** - Strong background in AI chatbot development. - Experience with Gen-AI platforms. - Proficiency in working with MySQL databases. - Knowledge about Stone Crusher operations would be a bonus. * **Sample QA** User: What is Ad...

write a headless chrome python script which will visit given list of URLs/websites aftear each config delay in seconds. script will use different ip in each iteration of list urls visit. it will keep running untill ip list end .

We want to have all images on our website converted to webp. So please run a parser over all pages of Collect all png and jpg and jpeg images Convert them to webp Do NOT change their names, except for the extension

I need a professional to mine data for me. I need you to download and extract the submissions and comments from a public Reddit dataset for 40 subreddits that I will give you. - Data Collection: Please extract the submissions and comments for 2023-11 and 2023-12 from this academictorrents link: https://academictorrents.com/details/9c263fc85366c1ef8f5bb9da0203f4c8c8db75f4/tech&filelist=1?stats=True. I only want the comments and submissions for specific subreddits that I will supply to you. Please save the extracted data as csv file. - Frequency: This is a one-time job. Skills and Experience: - Torrent download and extraction.

To record final script and deliver ready to use audio. Prior to recording: Please send a clean version of your final script. Please confirm the vocal style, tone and pace you want, based on a specific part of the commecial demo you like. Delivery will be by the end of the next working day from acceptance of this quote. Please note that any client amendments to the final script after it is sent and recorded will be charged at $10 per line changed.

We are searching for a highly skilled and experienced developer to assist us in building robust API integrations using CloudQuery. Our project involves extracting and integrating data from various sources into our system for advanced data analysis and reporting. We're looking for a developer who can effectively use CloudQuery to build these integrations in a scalable and efficient manner. Key Responsibilities: Design and implement API integrations using CloudQuery. Be able to write DBT transformations. Extract and manipulate data from various data sources (SQL, NoSQL, APIs, etc.). Ensure the integrations are scalable, efficient, and maintain high performance. Collaborate with our team to understand requirements and provide technical solutions. Writ...

I'm seeking an experienced Urdu comedy script writer capable of creating engaging, 10-15 minute long episodes for a YouTube comedy series. Your work should revolve around stand-up comedy, sketch comedy, and sitcom themes. The humor should be primarily satirical. - **Skills Needed:** - Comedy writing - Urdu language proficiency - Experience with YouTube content creation - Understanding of satire humor Apply if your wit can generate laughs and keep our viewers entertained episode after episode.

I am in need of a networking expert proficient in Squid Proxy and Linux. The task involves creating a script that automatically turns a vps with a subnet into a residential proxy pool It's an ideal project for a developer who's well acquainted with Squid Proxy, understands network firewall setup, and has experience in dealing with Linux-based VPS. Running networking diagnostics would also come in handy as the task may involve troubleshooting any potential connectivity issues that may arise during setup.

Hi, I would like to offer you my project. We can discuss any details over chat.

...have to check for all the static variables used in games, because they needs to get reset every time user come back to home page, else, they will get error the next time we play the game Than i have to create bundle of all the images, sounds and stuffs used in game so that user can download them from our server I have to make sure that the script names for two different project should not be same under same namespace, so i have written editor script to change all the namespace for the project-specific scripts Then, i have to check if games are fetching aseets from method because we will have no resources folder in project, since we are dwonloading the assets from server i have to fetch the assets from asset bundle. So if they are not downloaded, download them Differe...

I’m seeking a talented scriptwriter to craft a engaging action movie script that runs between 60-90 minutes. - Theme: The script should encapsulate a thrilling theme with a strong action plot. Original ideas and creativity are highly encouraged. - Script Length: I’m aiming for a run-time between 60 to 90 minutes. The pacing needs to be considered to ensure the audience maintains interest throughout. - Revisions: The project might require a few revisions till we hit the right tone and pace, just so the core message is not lost. Ideal Skills and Experience: - Proven experience in scriptwriting, especially in the action genre. - Ability to write engaging and dynamic dialogues. - Strong creative writing skills. End goal is to create a gripping action ...

...will be marked as spam. Your past freelance feedback should clearly show that you have completed similar tasks. I require a specialist in web scraping to extract the body text from articles on Google News. The information will be earmarked for natural language processing, hence, accuracy of extraction and correct formatting into an excel file is of utmost importance. Key responsibilities and skills: - Experience in web scraping, specifically from news websites. - Knowledge of creating Python or PHP scraping scripts or using API. - Ability to deliver results fast, as the project needs to be completed ASAP. Please note that the sole requirement is to extract the body of the news articles with no need for the title, date or author. Let me know your approach...

I'm in need of a video editor with a knack for making videos sleek and engaging. The footage is a bit over 10 minutes long; thus, I need someone who can extract the most engaging parts, making it concise and appealing. Key Requirements and Responsibilities: - Trimming and cutting footage while maintaining the video's essence and message. - Incorporating calm and peaceful background music. The music's style should align with the video's content to ensure a seamless watch experience. Ideal Skills and Experience: - Proficient in video editing software (e.g., Adobe Premiere Pro, Final Cut Pro, etc.). - Prior experience in creating concise videos from longer footage. - A good understanding of music selection to create a cohesive video experience. If you're co...

I'm looking for a captivating scriptwriter with deep understanding of the tourism industry. The purpose of the script is to elegantly showcase our event site and persuade people to use it. The script will majorly feature diverse happenings, including music concerts, sporting events, and business conferences. Ideal Skills: - Excellent scriptwriting ability with previous experience on tourism-related projects - Knowledge of event management industry would be a bonus - Creative flair and originality in conveying concepts - Ability to generate interest and excitement about our offers to clients

I'm looking for a talented Pine Script developer to create a strategy that will automate the use of Fibonacci extensions. The specific requirements are as follows: - Strategy Development: The primary task is to develop a strategy that utilizes Fibonacci extensions for trading. - Auto Fib Extension: The strategy should incorporate an auto Fibonacci extension, particularly focusing on the 0.382 level for taking long trades and its opposite for short trades. Ideal skills and experience for this job include: - Proficiency in Pine Script: A strong understanding and experience in developing strategies on TradingView using Pine Script. - Fibonacci Extension: Prior experience in implementing and utilizing Fibonacci extensions within trading strategies. - Automation: Ab...

We are looking for an expert in Machine Learning to help us extract value from our data. Ours is a data-intensive project demanding heavy analytics and normalisation of textual, numeric and image data RESPONSIBILITIES Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress Develop scalable infrastructure that automates training and deployment of ML models Managing available resources such as hardware, data, and personnel so that deadlines are met Data visualizations and data comprehension Brainstorm and Design various POCs using ML/DL/NLP solutions for new or existing enterprise problems. Work with and mentor fellow Data and Software Engineers to build other parts...

I'm looking for a skilled PHP developer to enhance my social networking script. The primary goal is to incorporate new features to improve user engagement and satisfaction. Key responsibilities include: - Incorporating new social media integrations to the platform - Developing and implementing a chat feature for real-time communication among users The ideal candidate should have: - Extensive experience in PHP script modification and development - A strong understanding of social network platforms and their functionalities - Proven ability to innovate and add new features that enhance user experience Your portfolio should demonstrate your ability to create and integrate new features, especially in the area of social networking. Your creativity and understanding of use...

I need a proficient data miner to help me extract student leads from the following websites - , college , , , mbauniverse.com. Key Information to Extract: - Student contact numbers As I require this data urgently, a prompt turnaround time is essential. Freelancers should possess the following skills and experience: - Expertise in web scraping - Familiarity with the aforementioned websites - Can deliver a high level of accuracy - Can ensure data is categorized correctly. Applications from freelancers who can demonstrate past experience in similar projects will be looked upon favorably. Immediate availability is preferred due to the urgent nature of this project.

...of a video demo creator to explain the functionality of my web application. The video should be a live-action walkthrough, targeted towards business professionals. Key Responsibilities: - Craft a live-action walkthrough video: The primary goal of this project is to present my web application's features and usage in a clear and engaging manner. The video needs to capture the essence of my product, its benefits, and how it can be effectively used in a business context. Ideal Skills and Experience: - Video Editing: Proficiency in video editing software and experience in creating live-action walkthroughs. - Script Writing: Ability to create a concise, business-oriented script that clearly explains the features and usability of the web application. -...

I'm in need of an expert script writer to develop scripts for my YouTube channel. The videos I create are aimed at a general audience, so the content should be engaging and informative. Key Responsibilities: - Develop motivational and educational scripts that are tailored for a general audience. - Ensure that the scripts are well-structured and compelling to increase viewer engagement. Ideal Candidate: - Prior experience in writing scripts for YouTube or other video platforms. - Strong ability to write engaging, educational content. - Understanding of how to structure a script for video format. - Familiarity with motivational content and its impact on the audience. - Excellent grammar and proofreading skills. The tone of the scripts should be informative and edu...

I want to improve the search function of a webshop. I want to do this by adding extra data to the products (in the form of tags). I have a list of 11,000 product names in Dutch. These product names consist of a piece of proper name, noun and then sometimes some content information. For example: Orange Cleaner degreaser 5L c We are looking for a quick way to see the noun plural in the column next to it. Also, one or more synonyms in the column(s) next to it would be nice. Example: degreasers (=plural) I understand this can be done with a Python script that performs these tasks. This script uses the Natural Language Toolkit (NLTK) library to identify multiples and synonyms. This script assumes you have a list of product names and want to find the plurals and s...

I'm in need of a professional and experienced web developer to create a user-friendly web form. This form will allow users to upload multiple files, provide personal details, and make payments using Paypal, bank transfer, or credit card. I want this form to be simple, reliable, and secure. Key Requirements: - File Upload: The form should allow users to upload multiple files. There should be a clear indication of the allowed file types and a size limit. The uploaded files should be go to a Google Drive where a file handling automation script can be used. - Personal Details: The form should have fields for essential personal details. Although the specifics were not provided earlier, it's safe to assume this would include common fields like name, email, phone n...

Hi, The task is to scrape a pdf that is downloaded on website. Steps: 1. Go to website 2. Enter code in search and click search. (We provide list code) 3. On the results page Click on pdf document and open or download it 4. Extract 14 pieces of data from the PDF and export into excel sheet. There are about 150.000. Some codes do not have any data then skip. I have attached a word document with pictures and flow for you to review. Thanks!

I'm looking for a skilled developer to build me a web scraper for the Kumon UK website. The scraping needs to be able to: - Extract the names of tutors - Retrieve their addresses - Fetch contact information like phone numbers or email addresses The scraping process should be set to run just once, and must be accurate and reliable. The data should be presented in a structured format, ideally a XLSX file. Please provide an overview of your experience with web scraping and any similar projects you've worked on.

I am in immediate need of a Python expert who can extract data from external website and store in an MS SQL database. freelancer with extensive experience in data extraction from varied sources would be highly desirable. The skills and experience required for this job includes: - Extensive knowledge on Python-based data extraction methods - Proven experience with managing and manipulating MS SQL databases - Ability to adapt to multiple and potentially unexpected data sources - willing to work via anydesk for final installation of the project Given the urgent nature of this project, only those who can demonstrate a commitment to quick turnaround times need apply.

I'm in need of a talented storyboard artist who has experience specifically in film production. I'm looking for someone who can visualize and illustrate the scenes and shots in a way that brings the script to life. Key Requirements: - Proficient in creating storyboards for film production - Strong understanding of visual storytelling - Ability to work closely with the director and production team - Good communication skills to translate ideas effectively into visual form - Portfolio demonstrating relevant experience in film storyboarding Your application should focus on the depth of your experience in this area. I'm particularly interested in seeing examples of your past work in film storyboard creation.

I am in need of a skilled Linux and Bash Script expert to help me with my current project. Although I haven't specified exact tasks or goals, I am seeking assistance in the following areas: - Linux installation and configuration - Bash scripting and automation - Troubleshooting and debugging I expect the successful freelancer to have a deep understanding of Linux systems and be proficient in Bash scripting. Your past work and experience in similar projects will be valuable. Please detail how you can assist and your approach in your application. Thank you.

I need an experienced data scraper to extract specific financial information from the NASDAQ and HKEX stock markets. Your task will be to focus on: - Stock prices - Company financials - Last 5 Years ROE - Last 5 Years EPS - NAV - P/E Ratio - P/B Ratio The ideal freelancer for this job should have experience in data scraping and familiarity with financial data. The requirements involve pulling data from the past five years. All data should be delivered in a CSV file format. The ability to achieve high-accuracy and precision in data extraction is critical for this role.

...will be marked as spam. Your past freelance feedback should clearly show that you have completed similar tasks. I require a specialist in web scraping to extract the body text from articles on Google News. The information will be earmarked for natural language processing, hence, accuracy of extraction and correct formatting into an excel file is of utmost importance. Key responsibilities and skills: - Experience in web scraping, specifically from news websites. - Knowledge of creating Python or PHP scraping scripts or using API. - Ability to deliver results fast, as the project needs to be completed ASAP. Please note that the sole requirement is to extract the body of the news articles with no need for the title, date or author. Let me know your approach...

I am in need of an editor to craft an engaging visual narrative for a true crime documentary I am working on. I already have the voice overs and script prepared, and the video is approximately 10 minutes in length. Looking for longterm relationship. Key responsibilities: - Prioritize visual storytelling above all else, ensuring each edited scene fits the narrative arc outlined in the provided script and suspense thrilling background music Ideal candidate: Prior experience.

Everyday I have to extract some datas from around 100 invoices (PDF files) and copy it to an Excel file. I do it manually (copy/paste), but I need a tool to have it done automatically. These invoices have a consistent format structure, and the fields I need to copy to Excel are always the same. They are informations like: invoice number, date, customer's name, product code, price, etc. All the fields that need to be on Excel are highlighted in color red on the 2 files I'm providing as an example. Any other info not highlighted in red, doesn't need to be on Excel file. The automation process must execute without fail, ensuring that the location of highlighted fields - which are always the same in every file - does not affect the extraction. The only difference you�...

...create a Roblox script for my new simulation game. Key Requirements: - The script should primarily focus on implementing engaging game mechanics for a simulation genre. - The game is designed for Player versus Environment (PvE) interactions. Ideal Skills & Experience: - Prior experience with Roblox game development is essential. - Proficiency in Lua, the scripting language used in Roblox. - Understanding of game mechanics for simulation genre. - Experience with Player versus Environment (PvE) gameplay. I'm looking for someone who can deliver a script that not only meets these requirements but can also bring innovative ideas to enhance the gameplay experience. Looking for someone to make me an Updated and improved Miners Haven Script on roblo...

...developer to create a desktop application that will allow me to access artist reports from Spotify and manage playlists easily. Key requirements and tasks include: - Desktop Application: The application should be desktop-based, enabling me to efficiently access and interact with Spotify artist data. - Playlist Management: The application will be designed to build and maintain playlists from a FileMaker database, which I have already set up. The tool should allow for seamless playlist management based on the data present in the database. - Spotify Artist Report Access: The primary functionality of the application will be the extraction of artist reports from Spotify. The reports will be related to a variety of indie bands. It's crucial that the developer can integrate...