Need source code java chatbot jobs

As someone with an upcoming software development project, I am currently in search of experienced IIT graduates competent in technical research and software development tasks. The ideal candidates will have proficiency in: - Java - Python - JavaScript - Up-to-date knowledge of the latest technologies Additionally, experience in the following areas is highly desirable: - Web development - Machine learning - Data mining With these skills and knowledge, the candidates will greatly contribute to the success of this software development project by providing valuable insights and effective solutions. Should you be an IIT graduate with these skills and experiences, please bid appropriately, and let's work together on this exciting project.

I'm in need of a talented developer who can create an AI-driven web application. This application will be controlled through voice commands, utilizing avatars, and incorporating a chatbot. - The main features of this project are: - Voice Control: The app should be able to comprehend user's voice commands. - Avatars: It should include a feature that uses avatars for user interaction. - Chatbot: The application should integrate a chatbot to handle user interactions. - The application should be compatible with web browsers, ensuring it can be accessed and operated smoothly without the need for a separate mobile application. - The most important aspect of this project is the bidirectional voice conversion functionality. It ...

I'm looking for a skilled developer to create a chat bot using Microsoft Copilot. The chat bot will be used for specific tasks and handle various information on a messaging platform that is yet to be decided. Key Responsibilities: - Develop a chatbot using Microsoft Copilot - Integrate the chat bot with the messaging platform that is chosen - Implement the specific functions and tasks the chat bot is required to handle Ideal Skills and Experience: - Strong experience in chat bot development - Proficient in using Microsoft Copilot - Familiarity with integrating chat bots with different messaging platforms - Ability to create a seamless user experience - Excellent problem-solving skills - Strong communication skills to understand the project requirements and provide updates on...

I'm in immediate need of an attendance application that can be used on Android devices and on the web. The main features I'm looking for are QR code scanning for attendance tracking and a robust reporting and analytics system. Key Features: - Android and Web Compatibility: The app should be accessible on Android devices and through a web interface. - QR Code Scanning: The primary function of the app is to scan QR codes for attendance. The UI should be intuitive and easy to use. - Reporting and Analytics: The app should have the capability to provide detailed reporting and analytics on attendance data. This includes but is not limited to: - Tracking attendance trends over time - Generating customizable reports - Exporting data - Visual repre...

I'm looking for a professional to build an AI Chatbot for my website. This Chatbot is expected to primarily handle informational queries from users. Key Requirements: - Development of an AI Chatbot specifically for a website platform. - AI Chatbot should be programmed to efficiently handle and respond to informational queries from users. - Knowledge base for the Chatbot will be managed manually, therefore, it's vital that the Chatbot has a user-friendly interface for content management. Ideal skills and experience for this project include: - Proficiency in developing AI Chatbots, particularly for websites. - Experience in creating Chatbots that can effectively handle informational queries. - Capability in designing a user-friendly cont...

It is a 3D vst sound rendering plugin It works fine on Windows but the graphics has problems on macOS

...files and answer specific questions based on the content. Requirements: No use of external libraries for PDF reading and text extraction. Write custom code to parse and process the PDF files. Develop a method to accurately answer questions using the extracted text. Deliverables: Custom code/script for reading text from PDF files. A function or method to process the text and generate answers to the given questions. Documentation and comments in the code for clarity. Skills Needed: Strong programming skills (Python, Java, or any language of your choice). Experience with text processing and file handling. Ability to write clean and efficient code without relying on third-party libraries. Additional Information: Please provide examples of similar proje...

I am looking for a freelancer to develop an AI chatbot model (NLP) that will be deployed on my website. Chatbot Features: ----------------- 1. AI model would be pre-trained on our existing chat dialog flow (questions & answers) and company documents 2. Customers should be able to enter their data through chat dialog flow (Already existing) and train this AI model 3. Model should have document input link which will be used in future to train the model 4. The model used should be able to call API's (Intent/actions functionality) in future (Not in scope of this project) You must have delivered similar LIVE project to be chosen.

I'm in need of an AI tool to create and train web chatbots, based on information and/or documents that the customer has entered to feed their chatbot, and they can insert this chatbot into their saas to offer automatic support 24/7 to their customers! The project is similar to this tool: Key Requirements: - Programming Language: JavaScript. It's crucial that the tool supports this language for seamless integration with our existing systems and infrastructure. - Chatbot Functionalities: The tool needs to focus on "Learning and Adaptation." This is critical to ensure our chatbots continuously improve their responses and overall performance based on real-time customer interactions. - Chatbot Customization: I'm looking for...

...targeting adult consumers is vital. Incremental sales and exposure generated for similar products in the past would be highly beneficial for this roles. My website is complete. I just need someone to be about to set up the right keywords for people to buy through my Google Shopping account without too much waste in clicks! However, that is what "shopping" is for: so they can see the image before they click! As we do well, I also would like e-mail marketing. But for now the able is fine. My budget is from $500 to $1000 a month. I am sure that can be arranged because he has been done before twice. There is no need for design of the website because I am happy with it. I just want sales! At the beginning it will take more time to do the trials and errors but as...

Looking for someone to help create a ChatBot Assistant, which will send a SMS messages to leads, communicate with them and try to make a sale. And also need the same option for AI Calling Assistant, to make outbound calls to the leads. I think Twilio and Open AI would be good for this. Open AI should be releasing Voice API any week/month now. Other option would be Vapi and , etc. The chat bot can be from Voiceflow or similar platform.

As an experienced professional with more than a decade in the industry, I'm looking for software/full stack engineers who have a similar level of experience. The main goal of this project is collaboration. Skills Required: - Proficiency in Java, Python, C++, and JavaScript - Expertise in multiple front-end and back-end technologies including React, Angular, Django, Node, Express, and .Net - Excellent communication skills

I need an advanced web application developed. This application will include complex user interactions and data processing. Technical requirements include: - Expertise in Angular for frontend development - Knowledge of Spring Boot for application framework operations - Proficiency in Java Persistence API (JPA) for managing database operations Ideal candidates should have proven track record in building complex, dynamic and interactive web applications using these frameworks. Understanding best practices for each of these frameworks is highly desirable.

I'm seeking an AI chatbot expert to design and integrate an AI chatbot on my custom-built website. - The chatbot should be able to: * Answer frequently asked questions * Provide personalized recommendations - I envision the chatbot having a professional and modern look and feel, so I'm looking for someone who can bring this vision to life effectively. Ideal Skills and Experience: - Proficiency in AI chatbot design and integration - Strong understanding of user experience and interface design - Previous experience in developing AI chatbots that cater to different user needs - Ability to create a professional and modern visual interface for the chatbot - Good communication skills to understand and meet my specific requirements

I'm in need of an experienced developer who can build a completely custom database website that primarily serves as a customer relationship management (CRM) tool. In addition to the standard CRM functionalities, I'm looking for the following: - Expertise in complex Java and YAML scripting - Ability to create custom database scripts - Proficiency in API integration for seamless data transfer and communication - Prior experience in designing and implementing CRM front-end and back-end relations The most crucial aspect of this project for me is the user interface design and experience. I want a website that not only functions efficiently, but also looks and feels intuitive for users. I'm looking for someone who: - Is an advanced-level developer - Has a strong...

I am looking for a skilled AI Chatbot Developer to create a customer service-oriented chatbot for both web and mobile platforms. Key Requirements: - Cross-Platform Development: The chatbot should seamlessly function on both web and mobile. - Customer Service: The primary focus of the chatbot's role will be to handle customer service inquiries, providing prompt and accurate responses. - Multilingual Support: The chatbot should be capable of understanding and responding in multiple languages. Ideal Candidate: - Proficient in AI Chatbot Development: You should have prior experience in creating and deploying AI chatbots. - Full Stack Development: Knowledge of full stack development is a plus, as it may facilitate the chatbot's integration into th...

I require a custom QR code generator that outputs in SVG format. These QR codes will encode vCard data for contact information. Additionally, I would like the following features: - The QR code should be in the shape of Porsche Crest logo. - The ability to customize the colors of the QR codes. - Support for integrating custom logos or images within the QR code design. Ideal skills and experience for this project include: - Proficiency in SVG format for QR code generation. - Experience with encoding vCard data. - Strong understanding of image manipulation for custom colors and logo integration in QR codes.

I'm looking for a Java expert who can deliver within a week. The endeavor includes two main tasks: 1. Develop a New Application - Here, you will be put in charge of creating a new robust Java application from scratch. I'm counting on your creativity and technical proficiency to build an application that works smoothly and effectively. 2. Debug and Enhance Existing Application - Besides the creation, your responsibility will also include debugging and optimizing an existing Java application. To clarify, the improvement should focus on: * Application Performance: You need to examine and identify performance bottlenecks in the application, then implement suitable optimizations to make it run more efficiently. Ideal candidates for this project shoul...

...a small business owner seeking to enhance my Go High-Level (GHL) membership courses and sales pages with an AI chatbot, I'm looking for a specialist who can achieve the following: - Answer Customer Queries: The AI chatbot should be able to address queries from potential customers about the courses and sales offerings. - Provide Course Recommendations: It should be able to suggest relevant courses based on users' needs and interests. - Collect User Feedback: I'd like the chatbot to gather feedback from users, which can be valuable for improving the offerings. I'm particularly interested in integrating the AI chatbot in a text-based format. Key Skills: - Proficiency in AI Chatbot Development: Extensive experience in developing, im...

The target is to write a Java, console program (public static void main) that will generate a docx Word file. Program needs to use docx4j library () Programm needs to generate many parts: Heading1, Heading2, Heading3, every with some content (lorem ipsum) Make a table of contents (showing on which page is a given Heading1, Heading2, Heading3 - not hard coded, but detected) Heading1 --Heading2 ----Heading3 ----Heading3 --Heading2 ----Heading3 ----Heading3 Heading1 --Heading2 ----Heading3 ----Heading3 --Heading2 ----Heading3 ----Heading3 In the text put links to a concrete Headings, eg. "read in Heading2 - abc (page 4)" - it should be link to this section and "(page 4)" should Make a footer showing the number of page and first Heading on the

I'm looking for a Selenium expert with strong experience in Python/Java to develop comprehensive and effective Selenium tests for our web application. Key Requirements: - Proficient in Python/Java: Ideal candidate should have a strong command on Python/Java programming language. - Selenium Expertise: Demonstrable experience in creating selenium tests for web applications. - Web Application Focus: Experience with testing web applications is a must. - CI/CD Understanding: While not required, familiarity with Continuous Integration/Continuous Deployment (CI/CD) pipelines would be a plus. - Attention to Detail: Ability to meticulously craft test cases and identify and report bugs is crucial. Your responsibilities will include: - Collaborating closely with our develo...

I'm looking for a Dafny developer to support me in the completion of existing code. I need him to pass verification of the code by the instructions exactly. it requires knowledge in proofs, using lemmas. Key Responsibilities: - Complete existing code in Dafny - Conduct code verification and ensure it passes successfully - Ensure the code is coherent and properly structured Requirements: - Proficient in Dafny - Extensive experience with complex algorithms and data structures - Able to work with well-documented code and project requirements - Strong problem-solving skills - Excellent communication skills, as we will need to discuss certain parts of the code Prior experience with similar projects and a good track record o...

1. Create a chatbot. 2. Use an open-source LLM. 3. Use an iterative method to get a very large response with some custom logic( I will explain it ) . 4. Add a button in the chatbot. When enabled, it can show responses from public sources; otherwise, it must show results from a private source, such as a Pinecone database. Additionally, there should be a page where I can upload my text and PDF files. The response will be displayed like ChatGPT, with a typewriter effect.

...understanding of current SEO best practices - Ability to use Visual Studio Code for collaboration and development The successful candidate will be able to deliver a high-quality, compelling, and SEO-friendly article within the specified word count. The use of ChatGPT to generate engaging content will be a crucial aspect of the project. You must also be able to incorporate LSI keywords effectively to improve the SEO value of the article. We're looking for an experienced ChatGPT professional proficient in Python and familiar with LSI (Latent Semantic Indexing) keyword extraction techniques to create a top-ranking, SEO-optimized article for our website. The ideal candidate should have experience utilizing Visual Studio Code as the development environment and be skille...

As the project manager, I'm scouting for an adept Java Developer who is not only proficient in object-oriented programming but also has substantial knowledge related to databases. The right fit would possess the following: - 5+ years of experience in Java Development. - Strong background in object-oriented programming. - Significant experience with databases. - Hands-on experience with the React framework. In addition, the developer should be prepared to operate in the evenings. If you're the one I'm looking for, your agile working method will prove very compatible. This is a great opportunity for someone who wants to become an integral part of my team.

I am looking for an expert in LLMs, who can create a chatbot that is capable of using Knowledge Base for information like a RAG Database, and Function Calling with the help of LLM, eg: Calendar Booking, Chat Transfer and similar functionalities. Person must have ample experience with LLMs and RAG and should know how to use LangChain and similar technologies.

I need an experienced HVAC technician to install a Mr Cool air source heat pump in my backyard workshop. The ideal freelancer for this job should have: - Prior experience with installing air source heat pumps - Attention to detail, ensuring safe and effective installation - Ability to provide guidance on optimal usage and maintenance Your proposal should include an overview of your experience with similar projects, as well as an estimated timeframe for installation. Familiarity with local building codes related to HVAC installations will be appreciated. Mrcool DIY 12K BTU 4th Gen Energy Star Ductless Mini-Split Air Conditioner

Develop a chatbot with a web chat interface using the Llama 2 7bn LLM model to assist users in resetting their passwords. The chatbot will interact with users to collect verification details (employee number, name, date of birth, boss's name, and last four digits of cell number) through a structured conversation. The system will validate user inputs against an API and terminate the conversation after three invalid attempts. Upon successful verification, a text message with the new password will be sent via an external API. The project will include creating APIs for future speech input/output integration, ensure response times under 1.5 seconds, handle multiple simultaneous users with unique identifiers, and provide customizable response messages. The system will be deplo...

We are in need of a skilled software contractor to provide a comprehensive 2-week review of our existing C# and PHP code. This project involves reviewing the existing code and it's performance, efficiency, and quality. Ultimately, we need a detailed documentation on the code's state and recommendations on the necessary steps for completion. (See attached file) Key Tasks: - Review and assess existing C# and PHP code for performance, efficiency, and quality. - Identify completion steps. - Create detailed document outlining current state and necessary completion steps. - Recommend testing Ideal Skills and Experience: - Proficiency in C# and PHP. - Experience developing SQL database applications (MySQL is preferred) - Extensive experie...

Integration of the clients CRM/ERP's so that the bot can answer to the client with human language. with the Intranet. 2 When the CUSTOMER MESSAGES DETECT If it is Customer or not and create a different communication based in the data in the system so answer the questions. After answering the questions, read our intranet If there is no response, I will pass it on to my colleague and pass it on to Human.

...task for you. I have included an example C# solution using AWS Transcribe that I need to be working. Example Program: AWS Transcribe documentation: Requirements: • I will create a new AWS free account and will supply credentials. • In my AWS account, configure any IAM role/policy/user/credentials needed to run the example program. • Change the example program to accept credentials (accessKey/secretKey) as arguments passed to the executable. • Ensure that the corrected code successfully converts the speech in the audio file to text using the AWS Transcribe service. Deliverables: • All source code • Instructions on executing executable with actual credentials

I have two projects to do on Android Studio by java language. I'm waiting good offers . Task : Create a Music / MP3 player mobile application in Flutter or in Android Studio that recommends its users the local area popular songs based on their GPS location. Submit the source code and the apk file as Task2.zip. Task : Create a Mobile Application for a Cafe Restaurant to receive orders from its Customers. The Application should offer a list of menu items [For Example: Coffee, Garlic Bread, Cheese Sticks etc.] You can choose the menu items from 4-5 items as per your choice. Try to make the application visually appealing and interactive in terms of graphical user interface (GUI). Demonstrate your coding and presentation skills by creating a short video of "...

I'm looking to add a static QR code to a Facebook post. This QR code should link to a social media profile, which will be provided. Key Requirements Include: - Placement: The QR code should be placed in a Facebook post. - Content: The QR code should contain the data for a specific social media profile. Ideal Freelancer: - Proficient in Facebook post management - Experienced in QR code generation - Knowledgeable in social media profile linking - Attention to detail and precision Please propose your approach to this task and any relevant experience you have with QR code integration on social media platforms.

Hello, I will need 2 different versions of a very simple booking android app. the important part is the communication with our simple Java (eclipse) backend. Analytical step-by-step details will be sent in doc, together with helpful code and matterial, as well as the java eclipse project of the backend. We will need 2 completely different versions of the same app (completely different gui, comments on code, approach where possibble, all variable and function names, structure and order) Budget is $200 USD for both (2 milestones $140 USD and $60 USD) Deadline: 27/5 for the first and 30/5 for the second

...customer service chatbot for my business. You will be using OpenAi api. You will need to extract all email from our gmail account to train the model. The model should be able to create response to customer queries using the training data. This will be a chrome extensions. The primary functionality I need is for it to be able to effectively respond to frequently asked questions (FAQs). Key Project Details: - Platform: The chatbot should be developed specifically for my business - Functionality: The primary function of the chatbot should be to accurately answer customer's FAQs. - Language Support: I am not sure if multiple languages will be required at this stage, but the ability to add this in the future is a plus. Ideal Skills and Experie...

Seeking a front-end developer to connect with my Java backend. I require a front end that can handle real-time data interaction. The project is urgent, I need the work done in the next couple of days. Key Requirements: - Utilize Java back-end - Implement real-time data interaction - Ensure Continuous Integration (CI) - Setup Automated Testing The ideal candidate should be proficient in front-end technologies, Java, CI/CD processes, and have a good understanding of real-time data handling. Prompt availability is crucial for this project.

I'm looking for an experienced Android developer to create an educational app. The app's primary goal is to provide educational content to users. In order to deliver this content effectively, I need the following functionality: - User Accounts: The app should allow users to create profiles and log in. This is essential for tracking progress and providing personalized content. The ideal candidate for this project should have: - Proficient in Java and Android development - Experience in creating user account systems within apps - Prior experience in educational app development would be a plus. Please provide examples of similar projects you've worked on. I'll be looking for someone who can not only deliver a functional app, but also one with an intui...

I have a backend code for a pre-existing fully function website and mobile app. The backend code is currently all written in php. I need someone to convert this existing php code into fully functional python code which I can deploy.

I'm urgently seeking an experienced bot developer to produce a top-tier chat and booking bot to enhance our Go High Level platform. The bot should be capable of performing tasks autonomous... - Customer support: Additionally, the bot should be capable of engaging with customers, answering commonly asked questions, and providing general customer support to enhance our user's experience. Key skills for the job include: - Extensive experience with Go High Level platform - Proven track record creating successful chat and booking bots - Exceptional communication skills, as the chatbot requires concise, clear, and engaging scripting. Please note, due to an urgent requirement, I am seeking someone who can start immediately. Apply now if you're skilled in deliveri...

Convert 2 page brochure from PDF to AI files. Recreate source files from PDF for easy editing. Create a layer from each section. Copy the text from each section. i.e. each image is a layer, each text block is a layer, each text heading is a layer For reference-page1 should contain approximately 19 layers.

I need a skilled developer to provide code for a website project I'm undertaking for university. The website's main audience will be professors and administrators so it needs to be professionally done. Key aspects requiring your expertise include: - User Interface Design: The aesthetic appeal, ease of use, and general accessibility of the site must be top-notch. - Database Connectivity: Creating a solid link between our user data and the website. You must be well-versed in server-side scripting and maintaining databases. - Functionality: The site must have intuitive and fast features. Your proficiency in Java would play a major role in getting this right. Your portfolio will better your chances if it includes similar past projects showing a harmony of HT...

I'm in need of a comprehensive 15-page report on utilizing Parasoft or Klocwork for C/C++ programming. The report should cover the following: - **Installation and Setup**: A detailed guide on how to install and set up Parasoft and Klocwork for C/C++. - **Configuring Rules and Standards**: Explanation on how to effectively configure rules and adhere to coding standards within both software. - **Analyzing and Obtaining Results**: An insightful overview on how to analyze code and obtain results using Parasoft and Klocwork. - **Pros and Cons**: Pros and cons of using both tools and an unbiased comparison. Ideal candidate should have: - Profound experience with Parasoft or Klocwork - Strong knowledge of C/C++ - Exceptional technical writing skills The report must be well-o...

Scope of Work: Survey Tracking Website Development with Payment and WhatsApp Integration 1. Website Development (Exclude Content) Overview: Develop a survey website that allows users to register, upload documents, make payments, and track the status of their submissions using a unique tracking number. Additionally, integrate a WhatsApp or chatbot for customer support. Frontend Development 1. User Interface Design: • Create a responsive and user-friendly design that works on all devices (desktops, tablets, mobile phones). 2. Components: • Homepage: • Engaging visuals and clear messaging to capture visitor attention. • User registration, login, and payment links. • Introduction to the service. • About Us Page: • Detailed information about the compan...

I'm in need of a capable and experienced developer to create new C++ code from scratch for an Action/Adventure game. Requirements: - Develop comprehensive C++ code that satisfies the requirements and concept of an action/adventure game - Ensuring a highly interactive and engaging user interface - Maintain high performance and prevent any bugs or errors Ideal skills and experience: - Experienced in coding from scratch using C++ - Strong background and portfolio in game development, specifically in action/adventure games - Ability to troubleshoot and problem solve potential issues quickly and efficiently The end product should be a well-structured and written code that can be easily built upon in the future if needed. Candidates should be detail-oriente...

I'm looking for a seasoned Android developer (kotlin /Java) who can create an MDM app (Device owner mode) , which acts as DPC (Device Policy Controller) with a solid user management core functionality. Your key tasks will be: Creating an Android application which - manages the device hardware and software - this app would be able to configure network parameters, VPN, and CA certificates - wipe the device and its contents - set global settings like GPS, Bluetooth, Airplane mode. - Configure password policy and user accounts on device Relevant experience in the same field is imperative. Strong knowledge of Android development, DPC, Android enterprise, MDM, UEM, EMM, etc is required. I want to get trained on these topics.

...Key project requirements: - Implement DTLS in C: The primary goal of this project is to introduce DTLS to an existing system for secure communication. - Tight deadline: This project needs to be completed within two weeks. Timeliness and reliability are crucial. I need the data coming from the server to the client over UDP socket to be encrypted with DTLS, and it should appear as DTLS in the protocol section of Wireshark. In addition, the code should be able to handle streaming video or live feed over the socket accordingly. This code should work in linux and windows. Ideal Skills and Experience: - Proficiency in C: Extensive experience with C language is a must. - DTLS Knowledge: Prior experience implementing DTLS is highly preferred. - Security Background: Stron...

...an account which, I imagine, the bot would be able to do in the back-end. There will be an authentication step here. - Integration with Voiceflow (chatbot builder): This part is slightly more complex. I need an integration that allows for booking and managing appointments, authorisation, as well as the ability to retrieve or create patient profiles. The goal is to build a chatbot that visitors to the website can interact with to book, reschedule, or cancel appointments. Automated messages to confirm changes will also be needed either through SMS or email. Ideal candidates will have experience in API integration, especially with CRM and chatbot builders like Voiceflow or Botpress. Experience with Dental CRM software is a plus. Those with high regard for sec...

...should be able to render game elements swiftly without any lag or delays. - Enhance Resolution and Texture Quality: I aim to make the game visually appealing by upgrading the resolution and texture quality. - Ensure Frame Rate Stability: It's crucial that the client maintains a stable frame rate throughout the gameplay. Ideal Skillset: - Proficiency in Java: Since the current client is based on Java, it's essential that you possess strong Java programming skills. - Experience with Game Development: A background in game development is highly preferred to understand the unique requirements of this project. - Graphics Optimization: Prior experience in optimizing graphics and performance will be a huge plus. The current RSPS client operates on Windows, hence...

I'm in need of a skilled and experienced Amibroker coder to help me write AFL code that will be used to automate trading activities in the Stocks and Futures markets. Key Responsibilities: - Writing AFL code to implement a strategy that will automatically execute trades based on predefined rules. - Ensuring the code is robust, efficient and able to handle the complexities of both the Stocks and Futures markets. Ideal Skills and Experience: - Extensive experience in writing AFL code for Amibroker. - Proven track record in developing and implementing automated trading strategies. - In-depth understanding of both the Stocks and Futures markets to ensure the code is appropriate for both. If you're interested, please provide examples of pre...

I'm a beginner in programming and am working on a person...programming and am working on a personal project involving AI chatbots. I'm looking for a tutor to help me learn how to create them for a website. Key aspects of the project include: - Teaching me the foundational principles of AI chatbot design - Guiding me through the creation of a basic, functional AI chatbot for a website - Explaining how to integrate and maintain the chatbot on a website. I'm expecting the tutoring to be interactive and highly informative, you should be patient and good at explaining complex concepts in a simple manner. Experience in AI chatbot development, specifically for websites, is highly preferred. A solid understanding of programming concepts is also necessar...