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I'm looking for a skilled Python developer who is well-versed in machine learning and GANs to implement a conditional GAN primarily for image generation as a part of my school project. Key Responsibilities: - Utilize Python to develop a conditional GAN. - Find an academic paper from the last 5 years that enhances the va...project. Key Responsibilities: - Utilize Python to develop a conditional GAN. - Find an academic paper from the last 5 years that enhances the vanilla conditional GAN using a simple approach and use this incorporate their approach to this one. - Find a dataset suitable for the task. It's up to you to choose one. Requirements: - Proficiency in Python. Experience using PyTorch machine learning library. - Understanding of GANs and how they can be applied ...

I'm looking for an experienced JavaScript developer, particularly someone well-versed in PDF.js. I need this specialist to implement specific PDF rendering features in my project. Key Requirements: - Proficient in JavaScript - Experienced with - Able to implement single page and continuous scrolling view PDF rendering The ideal candidate should...understanding and implementing PDF rendering capabilities within the project's context. I'm not looking for developers only experienced in React, Angular, or Vue.js, but skilled in pure JavaScript and specializing in PDF.js. If you have the necessary skills and experience, please get in touch. Additional job description is written below;

I'm in need of a custom Python parser using the pylatexenc library. It should mainly feature: - Special Feature Parsing: This parser must be able to parse through figures, tables, and equations specifically, while remaining in original LaTeX format. - Format Conversion: convert to simple text The ideal candidate for this project will have proven Python skills, familiarity with the pylatexenc library, and knowledge of LaTeX. They should also have experience with custom parser creation, and be familiar with converting LaTeX into other formats. Note: extensive testing on sample latex projects needs to be conducted to make sure its generalizability.

...to show relevant tools, easily. Basic image manipulation like alignment and size. Preferably the toolbar is inline. - Support to have it as fullscreen with a click of button. - and anything else that free version of TinyMCE can implement - No libraries. Libraries make things heavy, and I would want a lightweight techstack. You can use jQuery, since WordPress already uses it, but any additional library would be a big no-no. - Functions: Lets make functions, hardcoding everything can be fast, but not scalable. This project is just beginning, we would need to customize and make changes, so making functions from your side would help us with the same. Make functions that we can directly plug into (like default content when loading the Editor, function to add buttons to toolbar). We ar...

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I'm looking for a skilled C, C++, and BoostASIO expert to assist with our ongoing project. The current project, available on GitHub (), is e...Processing (VPP). Your primary responsibilities will involve identifying and resolving these bugs to ensure the project works seamlessly with VPP. Key responsibilities: - Identify and rectify integration bugs between the current project and Vector Packet Processing - Ensure the project runs without any issues Successful freelancers should have: - Proven experience with C, C++, and the BoostASIO library - A strong understanding of Vector Packet Processing and how it interacts with C++ projects - A track record of working on similar integration problems in the past Please include examples of your past work when applying.

I need two lifelike, high-poly 3D models of a man and a woman. The models should be partially rigged for animation, with attention to: - Facial expressions Use a base model with all pre-built animation features as a foundation for all derived models. Preserve the animation features and the mesh itself. Add to derived 3D models the realistic textures for skin, eyes, hair et...and a woman. The models should be partially rigged for animation, with attention to: - Facial expressions Use a base model with all pre-built animation features as a foundation for all derived models. Preserve the animation features and the mesh itself. Add to derived 3D models the realistic textures for skin, eyes, hair etc. The textures and other needed components could be used out of the 3d library Degiru...

I need an experienced Vue 3 developer to create a module that can display JSON data as a timeline visualization. Key Requirements: - Utilize Vue 3 for the development of the module - The primary function of the module should be to display JSON data extracted through axios, by using vis-timeline javascript library Ideal Skills: - Proficient in Vue 3 - Knowledge of data visualization techniques - Experience in creating interactive interfaces - Ability to work with JSON data - Strong communication skills to provide detailed project proposals. The successful freelancer should be able to not only develop the module but also present a detailed project proposal outlining how they plan to tackle this task. Please include previous work and experience in your application.

*READ the attached .docx it's better explained. * For this project, this is just meant to run on any given localhost machine as a project. I'm in need of a skilled developer to build an application for a project. Th...document (MongoDB), and graph databases (Neo4j) which will be provided. Key Functionalities: - See .docx (My Approach) Section This is a project-based task, so I don't think there's a need to implement complex user authentication or intricate access control. Candidates with experience in web-based application development using MySQL, MongoDB, Neo4j will be ideal for this project. Understanding of library management systems and dataset manipulation will be highly valued. Your expertise in creating user-friendly interfaces will be instrumental fo...

...audio. El servidor tiene instalado una VPN. Cuando el usuario se conecta a la VPN, entonces funciona el audio de la comunicación pero cuando no se conecta a la VPN entonces vuelve el problema del audio. Se requiere que el softphone funcione sin VPN, solo por internet. Version asterisk 18 OS: Ubuntu Server 14 +++++++++++ A person with experience configuring the SIPML5 and Asterisk Javascript library is required. We have everything installed and configured. The web softphone registers to Asterisk, sends and receives calls, but when the call is answered it does not transmit the audio. The server has a VPN installed. When the user connects to the VPN, then the communication audio works but when the user does not connect to the VPN then the audio problem returns. The softphon...

...NICE BUT ONE THAT ALLOWS DELAY TO RESPOND 8. AN EMAIL CAPTURE FROM VISITORS: WANT MORE INFO? ENTER EMAIL: AUTOMATED MESSAGE IS SENT 9. A LOCKED PORTAL FOR ALUMNI ONLY THAT REQUIRES LOGIN a. ASK CB SERVICE (PAID SERVICE) b. NEW VENDOR DEALS >> “I’M INTERESTED” BUTTON GENERATES AN EMAIL FROM DEI TO VENDOR (AND A COPY TO CB). THESE SHOULD BE ACCESSIBLE ON A REPORT ALSO c. VENDOR RESOURCES d. VIDEO LIBRARY e. CUSTOMIZATION OPTIONS (PAID SERVICE) f. PRINT ITEMS (PAID SERVICE) g. DROPS SHIP BOOKS (PAID SERVICE) h. FORUM ENTRY i. PRODUCT PURCHASE FROM DEI i. IPL KITS ii. T SHIRTS 10. THE FORUM a. SHOULD BE SEARCHABLE (AND POSSIBLY SUBGROUPS) ACCORDING TO: i. PRACTICE TYPE ii. STATE iii. VISION SOURCE 11. AFTER ATTENDEE TAKES CLASS AND PASSES TEST, WORD MERGE TO E...

I need assistance in simplifying the library management of a Platformio project. I need the openDTU Project to be simplified so that all the network and mqtt stuff is removed. I want just the inverter control functionality in that library so that im able to control it with the ESP32 without internet connection.

I need someone who can simplify a c++ project for me. The project is the openDTU repository on GitHub () . I want just the inverter control functionality without all the web and cloud connection stuff. I want a library where I can add a device and control it on a ESP32 directly without connecting it to the internet.

As a nursing student, I'm seeking a knowledgeable professional, preferably another nursing student or someone experienced with anatomy and physiology (A&P), to assist me in completing a basic lab report for my A&P 1 class. Tasks include: - Understanding the assignment requirements - Working with lab data and results - Compiling and structuring the lab report Skills and Experience: - Strong knowledge in A&P - Prior experience in creating lab reports - Good communication and organizational skills - Able to work within a time frame of one week Looking forward to collaborating with you on this task.

I am in need of a stock market prediction model equipped with sentiment analysis features. This model is expected to serve four main purposes: - Forecast future stock prices - Identify impending market trends - Measure investor sentiment - Provide buy/sell and hold recommendations for shares Your expertise will be challenged in integrating news sentiment into the predictive model. Profic...daily/weekly manner in order to maximise the portfolio returns. The project will be tested and evaluated on old data i.e 20 year daily stock market data for nifty200 companies. I can provide the past 20 year daily share price data for the companies to be used. Certain market fundamentals can be used to assist in predicting the market. Most fundamental indicators can be found in the talib python li...

I am looking for a proficient C++ developer with extensive knowledge of embedded c or c++. I need someone who can simplify the openDTU projekt so that I will have only the inverter control functionality without all the ...ESP32 directly. over the nrf24l01+ module. The Projekt is found at: The OpenDTU is a DTU which enables control of multiple different solar inverters. The Projekt uses a web app to add/delete inverters and show or control the values which the solar panels are producing. I want to use the inverter control functionality inside of my own project so that I need library where I have the same features than in the web app but controled in my own code. So the task is to simplify the openDTU project for just the inverter control functionality.

... your total mark to the module. Remember, your program must contain detailed comments that let the reader know what it does, and in particular what each function does. HINTS: • We can input data from an external (text) file using the fstream library and using ifstream source("G:Data"); vector y; double a; if (source) while(!()){ source >> a; y.push_back(a); } (); } where source is the stream for stock_data.txt. • The function floor(x) available in the library cmath rounds downward the value of x. • Remember that we can pass a vector as an argument of a function by declaring it as, for example, function(vector x). • To create an output file we use the following environment: ofstream outp...

I'm looking for a skilled developer to create a unique and interactive book reading app focusing on Fiction, Non-fiction, and Children's books. Key Features: - Free...core feature of the app. The reading experience should be immersive and engaging, possibly incorporating elements unique to the metaverse environment. - Cross-Genre: The app will cater to a wide audience, so seamless transition between fiction, non-fiction, and children's books is crucial. Ideal Candidate: - Experience in developing engaging and interactive mobile apps. - Prior experience in e-library or e-reading platforms would be a plus. - Familiarity with metaverse concepts and technologies would be an added advantage. If you're someone who can blend the world of books and metaverse seamless...

Hi, I am using library for extracting card image from camera. It works great in portrait mode, however its not working in landscape mode. I need it to be fixed for landscape mode too. If you are able to do it then message me. Thanks!

• Automate the collation of data from two sheets, "Data" and "Report," into one Excel workbook. • Transfer data from specified columns in the "Data" sheet to new columns in the "Report" sheet. • Implement exception handling to address missing values during the data transfer process. • Develop an email notification feature to inform managers about the com...Develop an email notification feature to inform managers about the completion of the collation process. • Add "Data" suffix to transferred column names in the "Report" sheet for differentiation. • Provide a solution to automate the process without manual copying and pasting of VBA code. • Name the final file as "Book of Transfer_[Date of e...

Create an angular 16 component that I can add to my project easily, that implements drawflow library. I want to create conversations flow using this library. The data must be saved and retrieved in the JSON format that Drawflow library uses. The style can be modified using

...Reminders:*** I want the system to be able to send reminders via email, Facebook Messenger, and SMS. It's crucial that the reminders are timely and reliable across all these channels. - ***Customizable Messages:*** The system should allow for the creation of customized messages. I'd like to be able to personalize messages with the recipient's name, include photos or GIFs, and have access to a library of pre-written message templates. - ***Scheduling:*** The ability to schedule reminders in advance is a must. I am looking for a system that allows me to set up reminders for multiple birthdays at a time, and have them sent out at the appropriate time. - ***Integration:*** While the primary focus is Facebook, having the option to integrate with other social media platf...

I'm in need of a developer capable of bringing to life a comprehensive library management system built with Flask for application code, Jinja2 templates for HTML generation, Bootstrap for styling, and SQLite for data storage. Key Features: - User authentication: The system should handle the roles of Librarian, Student, and Guest. - Book cataloging: Providing a well-organized cataloging system for easy and timely book lookup. - Borrowing and returning books: The system should streamline, track, and manage the borrowing and return of books including overdues. Ideal Skills and Experience: - Strong expertise in Flask, Jinja2, Bootstrap, and SQLite. - Proven experience in building similar library management systems or data management applications. Application Process: - Wh...

I'm seeking assistance with a Python task. - It involves a piece of Python work - The goal is to complete the task efficiently - There's no specific library or framework required I'm looking for a skilled Python developer who can help me with this task. The ideal candidate should be proficient in Python programming, have a good understanding of programming concepts, and be able to efficiently solve Python problems. Your job will be to understand the task at hand, suggest solutions, and possibly implement them. Your assistance will help bring this Python task to a successful completion.

...to work on a short, less than one minute, 3D animated video. The video is solely for promotional purposes and will depict a realistic animation style. Your role will be to compile and edit the existing 3D animations, ensuring a smooth and engaging narrative that serves its promotional goal. Your responsibilities will include: - Reviewing and understanding the existing 3D animation content - Compiling and editing the footage to create a coherent and engaging story - Adding appropriate background music, sound effects, and any necessary voice-overs - Ensuring the final video adheres to the realistic 3D animation style Ideal candidates for this project should have: - Proficiency in video editing software and 3D animation tools - A portfolio or examples of successful similar project...

...are similar to TradingView's official site. This may involve incorporating certain elements from TradingView's design scheme or layout to give my website a more professional and polished look. Functionality Enhancements: - The main functionality enhancement I'm looking for is the integration of a second price charting library, similar to TradingView's. This involves setting up a system where my own data can be effectively overlaid and integrated with the charting library. Skills and Experience: - Proficient in web design, with a keen eye for detail and a good design sense - Experience with integrating third-party tools and libraries into websites - Knowledge of TradingView and its design and functionality is a plus - Proficiency in working with char...

...private documents as we need to store and share files internally. - Employee directory: A directory that can easily be searched for information about the team. - Task management: Manage schedules, shifts and time-card submissions. - Compliance area: To keep track of and manage training materials, employee handbook policies, quality assurance, compliance documents and safety protocols. - Resource library: To host resources important for the caregiving team. - Social Channels: Have spots for events & celebrations and a FAQs/helpdesk area. - Communication platforms: Built-in message boards and newsletters for consistent communication. Skills & Experience: The ideal candidate for this project has a strong background in intranet development and a deep understanding of documen...

I need a Programmer who is well-versed in the sidereal time system to create an Excel sheet that provides the planetary positions in Vedic Astrology of Sun, Moon, Mercury, Venus, Mars, Jupiter, Saturn, Rahu, and Ketu. The final deliverable should have the planetary pos...organized manner - Good communication skills to understand and deliver on the project requirements The code should input starting time and ending time to get data and then latitude & longitude or city & country and interval of time to get planetary positions like 1min, 5min, 15min, 30min, 1hour, 2hour, 4 hour, 6hour, 12hour, 1day And then the output should generate an excel file forex- through pandas library and excel file should contain Time, Planet, Degree, Zodiac, Retrograde or not columns between the ...

...kinds of logs and statistics about each ad in each group, errors, failed posting attempts with their causes, successful postings, of each ad in each group. - Regarding its operation with WhatsApp: - Ads must be posted through my normal WhatsApp account, they must appear as if I had posted them manually. - The bot must function as a client app, for WhatsApp, perhaps with some existing library and perhaps reverse engineering may be necessary to know how the WhatsApp protocol works and program it. No third-party paid services should be used. - A web tool must be created to assist in the authentication process to open the session when necessary to enter security codes or scan QR codes. Also, a simple web interface should be created to manage the ads. ...

...technology that uses image recognition to identify and control GUI components. It's particularly useful when you need to interact with applications that do not expose their internal or source elements. SikuliX can "see" the login fields and buttons on the screen, allowing you to script the login process by finding and interacting with these elements. 4. PyAutoGUI (Python) PyAutoGUI is a Python library for programmatically controlling the mouse and keyboard. It's handy for automating tasks that can only be done via a graphical user interface. With PyAutoGUI, you can write a Python script to move the mouse cursor to the username and password fields, type the credentials, and press the login button. 5. Windows Automation API (Windows) For Windows applications, ...

...identify the positions of a Color Checker card ( ). The idea is to scan each frame of the video, locate the Color Checker, and log its position. The final detection shall share the first frame, the intermediate frames and the last frame of ONE color checker card. Key Requirements: - The script should be able to read a video in mp4, mkv, mov format. - The library used for reading the video is not fixed. You can choose from libraries like (e.g. OpenCV, PyAV, or MoviePy, but the solution should be compatible with both Windows and Linux (and mac) - take a look here: - The output should detail the (as a class, ColorCheckerCardPosition) ... - file path ... - file name ... - frame number ... - time code

I need a freelancing expert who can develop a touchscreen console with ESP32-S3 LVGL (embedded graphics) capabilities or other library. The console should operate on FreeRTOS and and be primarily designed for custom data visualization with a focus on remote control and message typing activity. Ideal Skills & Experience: - Proven experience with FreeRTOS - ESP32-S3 LVGL implementation proficiency - Remote-control and texting functionality design expertise Expectations: - Efficient usability for data visualization - Stable remote control and typing features - Prompt and responsive communication.

Developing a Windows & MacOS executable app that use GetDNS library to implement a simple DNS Proxy. Detailed specifications of the DNS Proxy shall be shared upon award. Experience with GetDNS library is mandatory .

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I'm seeking a skilled developer to assist with the following tasks on my open source project hosted on GitHub. Check this: server, client, frontend, etc. - In this modification phase, the main goal is to enhance the functionality of the project while simplifying the code structure. The final phase will encompass thorough testing of the revamped code for any bugs and glitches. Upon completion of the testing phase, the project will be prepared for release. Ideal candidates will have strong experience in: - Compiling and debugging code - Refactoring codebase for improved performance and maintainability - Testing and quality assurance - Open source project maintenance Thank you for your interest; I look forward to working with you on this exciting project.

Part-time Rust Dev This one is unusual. I'm looking for someone who is a super compete...someone who is a super competent Rust developer and knows Cargo really well, who can do very small pieces of work time to time, and someone who I can ask technical questions to about rust and cargo. You need to speak english well as I will likely need call, but not often hopefully. The project is Linux only and has components which are rust "no_std", so knowing how to do things without the std library is a must (compiled to wasm target). The commitment is very minimal, a couple of hours some nights, could easily fit it round a regular job. Obviously, this is remote; I will give you login credentials to a server that you do bits on. NDA, it's all our code (obviously)....

I need assistance with compiling a C++ project using Ultimate++. - The project is written in C++ and requires someone with expertise in this language and the Ultimate++ framework. - You should have experience with compiling projects to ensure a smooth and successful build. - Please share your relevant experience with C++, Ultimate++, and compiling projects in your proposal. The project compiles to .exe file for the .exe to run a .dll library should be extracted to where the .exe file exists. Your job is to include the .dll and .pak file into the exe file at compile time so the .dll and .pak files will be included in the .exe file so just clicking the .exe file the program RUNS and there should be no need for extra extraction of any dll . NO money will be paid ...

I'm looking for programmers who master Stencil for continuous development of stencil components. If you have experience in this library, and want to continue developing skills, let me know. Next I will present the layout of the first component to be developed.

I'm seeking a competent app developer to create a solution for a specific need - the analysis and detection of dog barking from sound files. I have a library of sounds files that have been recorded over a 4 month period and I need the app to analyse the the files and report back the date and time, and how the long the dog was barking for in the recording. The app can run on my Win11 laptop or on the web Key requirements are: - Develop the app for Windows - Incorporate features that can analyze and detect dog barking - Ensure the capacity to provide historical data analysis Skills and experience needed: - Professional proficiency in Windows app development - Experience with sound analysis/audio frequency detection programs - Familiarity with data analysis patterns Ultimately...

I am building an AI Inference Hub where users can use any open-source model on a pay-as-you-go basis. The application is halfway done, however I cannot continue building the app. I need someone to continue developing on top of the already existing project. You will be given the supabase token and the existing sourcecode Requirements: - Supabase - Sveltekit - Skeleton UI (Sveltekit UI library) - Midtrans Authentication: - Setup a login and register page using the supabase SDK that also allows users to register/login using third parties such as github, google, etc. - Prompt user to input billing info on register. Settings: - User page: - Design and create an intuitive page for users to edit their information - Tokens page: - Design a page for user to retrieve their API token...

The task involves thorough, extensive prospecting and compiling a lead list of medium-sized technology companies based in Australia. This is for an agency with a specific operational scope. Here's what I need: - Seek and compile a list of medium scale technology companies with 500-1000 employees. - The companies MUST be based in Australia. - I don't need contacts at this stage, just well-vetted company names. - A brief summary of each company (industry, size, location, etc.) will be helpful. Ideal candidate skills and experience: - Strong background in business and market research. - Proven expertise in lead generation and prospecting. - Solid understanding of the technology industry, especially in Australia. - Detail-oriented and excellent communication skills. I loo...

I'm in need of a skilled web developer to help me build a content management system. Key Features: - Efficient User Registration and Management - Streamlined Blog Posting and Management - Robust Media Library (images, videos) The project's timeframe is flexible, as I'm more focused on quality and functionality. A professional who can deliver a seamless, user-friendly CMS interface is ideal. Experience in developing similar systems and a strong grasp of security considerations in CMS are highly appreciated.

I am looking to add a cache busting feature to a website. I am receptive to paying for milest...haven't done what I need. I read that some codebases exist that will assign a variable to the end of the URL based on a file hash. I thought this may be the way to go. The solution needs to be editable by me. I am more of a general IT person who can do some front end development and tweak some code. So markup and explanations are important or available documentation if we cab use a simple library. A follow up project might be to implement squid or some sort of automatic way of localizing those pdf and mp4 assets on web kiosks at a live event with slow bandwidth - so that response time is immediate. Attached is a sample of the HTML portion of the links themselves. There are 10...

I am in need of a proficient Python developer to work on a project that will involve extracting passport details from images. I am using library in python, but in some case its giving wrong result. - I will provide sample images for testing purposes during our chat - At the end we are using this result in PHP/Laravel so we will need api which can take image and return correct json data. Required Skills: - Proficient in Python - Experience with OpenCV - Proficiency in using Tesseract OCR for data extraction Note: Knowledge in image processing and previous experience in similar projects will be an added advantage. Please, when applying, share if you have done similar work. Looking forward to fruitful collaborations. Thank you.

I am looking for a freelancer to help me setup a working Lab Streaming Layer project in Android Studio. I need the Android Studio project for Android LSL which requires the Android Studio project for the Java LSL to be built first. Requirements: - Build the Java project. - Use its outputs to build the Android project. - The Android project must build the simplest APK. Blank UI. Just to be used as proof the project builds and the native libraries all build. Deliverables: - output from java project - exported zipped android studio Java LSL project so I can import it into my android studio - exported zipped android studio Android LSL project so I can import it into my android studio - any additional libraries you had to download for it to work (or just links to the files). - notes on ...

I am looking for a skilled audio editor to work with three separate recordings, each less than 5 minutes in length. Your task will be to edit the recordings by taking out any unnecessary p...uplifting and energetic, to engage and inspire the listener. - I want the entire recording to be emphasized as a whole, without any specific sections being highlighted or emphasized. Ideal skills and experience for this job include: - Proven experience in audio editing and production - Ability to work with motivational content and understand how music can impact listener experience - Proficiency in compiling multiple audio sources into a single, high-quality recording I am eager to work with a professional who can enhance the impact of these recordings and turn them into a powerful motivation...

...feature-rich commercial style editor, to cater to a variety of editing tasks. Key Features Required: - Font Customization: The editor should allow users to manipulate text in a variety of ways, from font type to size and style. - Image Editing Tools: Comprehensive image editing capabilities should be integrated, making it easy for users to touch up photos and create stunning visuals. - Template Library: A diverse set of pre-designed templates should be available, facilitating quick and easy content creation. - Motion Graphics: I'm specifically looking for motion graphic features to be part of this tool, to create engaging animations for commercial purposes. Ideal Candidate: - Proficiency in graphic design software and tools, with a strong focus on commercial application. ...

...and dealers. The survey will be conducted via email or phone, depending on the respondent's preference. Responsibilities: As the chosen freelancer, your responsibilities will include: Identifying and reaching out to potential survey participants based on the provided criteria. Administering the survey in a professional and courteous manner, ensuring accuracy and completeness of responses. Compiling survey data and providing detailed reports to our team within the agreed-upon timeline. Requirements: To be considered for this opportunity, you should possess: Demonstrated experience in conducting surveys via email or phone, preferably in the industrial automation sector. Strong communication and interpersonal skills to engage with survey participants effectively. Att...

I'm in need of a seasoned developer with experience in the Solana blockchain, preferably one who has previous experience in creating Solana SPL NFT contracts. I have already prepared the art works and meta data. The main components of the project include: - NFT Contract: The main request is the creation of a Solana SPL NFT contract. Understanding of SPL (Solana Program Library) contracts is crucial for this role. - Minting Website: The website should cater to both public and pre-sale minting. Experience in developing and integrating wallet functionality for such purposes is highly desirable. - Design: I'm looking to achieve a minimalist and clean design for the minting website. Past works that present a similar aesthetic would greatly improve your chances of successful...

I'm seeking a freelancer with experience in OpenAI's embedding models and GPT4, PHP, and the Github openai-php client. I have pre-existing PHP and code base, our prompts and functions we use,...embeddings. The job itself is fairly easy: - We will provide you a dummy database with 1 clients webpages in it. - You will need to use this to tag the content, and upload the content against the client's ID. - Once uploaded, the embedding ID needs to be saved against that client. - We then need to know how to use those embeddings for our prompts and which embeddings to use. That's it, this is the library we are currently using: You will need to have your own OpenAI API key, I will not be providing an API key, I will happily pay you for the credits used though.