Aws iot integration työt
Etsimme AWS asiantuntijaa, jolla on kokemusta AWS palveluiden ylläpidosta ja kehityksestä. Jos sinulla on kokemusta AWS:n palveluista kuten EC2-instanssit, CloudWatch, CloudTrail, AWS X-Ray, voit olla etsimämme asiantuntija.
Etsimme henkilöä kirjoittamaan älykoti ja IoT aiheisia blogi ja mainos tekstejä. Aikaisempaa kokemusta ei tarvitse löytyä, kunhan aihepiiri on joko valmiiksi hanskassa, tai opit helposti lukemalla.
...teknologioista: * PHP, JavaScript, CSS, * Amazon Web Services (olemassa olevan CodeBuild & CodeDeploy, EC2 - ympäristön käyttö) * Linux osaaminen (Ubuntu) * C++ perustietämys (Ei välttämätön, uudet ominaisuudet eivät vaadi näitä) * Docker Tämän toimeksiannon parissa pääset työskentelemään moderneilla kehitystyökaluilla ja pääset seuraamaan Digital Signage - liiketoimintaa lähietäisyydeltä. DS on IoT - aikakaudella nopeasti kehittyvä ala, joka mahdollistaa digitaalisen sisällön toimittamisen suoraan sinne, missä kohderyhmät liikkuvat. Pääset työskentelemään näkyvän median parissa ja konkreet...
Minulla on edelliseen projektiimme liittyvää jatkuvaa työtä 'IoT product enclosure'
I'm looking for an experienced freelance goal-getter who will lead sales process and close deals for IoT powered energy efficiency solution. The individual or Sales Agency must have strong industry contacts, network in Canadian energy sector. The focus is primarily B2B Clients acquisition and sales closing. This is a highly rewarding role that comes with leadership responsivities', sign-on bonus, sales commission with possibility of profit only equity. Key requirements: - Candidates must have a strong sales track record and deep industry knowledge and ready clients. - Primary sourcing location is Ottawa or Gatineau. - Strong communication in English and french and networking skills are crucial. - Candidates with electrical electronics background or sales background will...
I need a talented React developer to implement dynamic product cards and a shopping cart in my eCommerce site. Key requirements: - Product Cards: These will fetch data from an API. The cards should display product name, image, price, and an "add to cart" button. Additionally, it must sho...cart" button, both sourced from an API call. - Shopping Cart: This needs to be capable of processing Apple Pay and Credit/Debit Cards. No additional payment gateways are required at this time. The products on the product page should be sorted by tags found in the API. Ideal skills and experience for the job: - Proficiency in React.js and eCommerce website development. - Experience with API integration for dynamic content. - Familiarity with setting up secure shopping carts with ...
I need a knowledge base LLM that reads from a google drive directory. It must only give documents back and not create anything new. It must be able to give links back to users to download the files.
...web developer to bring it to life! • What You’ll Be Working On: ✅ Developing a sleek, fast, and responsive website – A stunning UI/UX for players to enjoy gaming seamlessly. ✅ User Authentication & Security – Implementing login systems, KYC verification, and account safety measures. ✅ Real-Time Interactions – Leaderboards, live chat, and smooth multiplayer functionalities. ✅ Payment Gateway Integration – Seamless deposits & withdrawals with multiple payment options (fiat & crypto). ✅ Admin Dashboard & Analytics – Manage user accounts, monitor transactions, and track key performance metrics. ✅ Scalability & Performance Optimization – Ensure the platform runs smoothly for thousands of players. • Tech Stack (P...
...(optimized for search engines and performance) Fully mobile-responsive (seamless experience on all devices) Multilingual support (English & Italian, with an easy-to-manage CMS) Custom CMS or WordPress-based (for easy updates) Blog section (for wine education and industry insights) Lead capture/contact form (to convert visitors into clients) E-commerce readiness (potential integration for future expansions) Accessibility features (to enhance usability for all users) What I Expect in Your Submission: Homepage mockup or wireframe showcasing your vision Portfolio of past work (luxury, wine, or high-end e-commerce preferred) Description of your approach (technologies, CMS recommendations, and timeline) Bonus Points for: Experience in...
Project Overview This project aims to enhance and optimize the Odoo-based Warehouse Management System (WMS) for a large-scale warehouse operation. The objective is to improve system efficiency, scalability, and real-time inventory tracking while ensuring seamless integration with existing business processes.
...Gaming Platform! ? Are you a skilled developer with a passion for creating thrilling gaming experiences? We’re launching a next-gen online gaming platform where players can showcase their skills and win big! ? We’re looking for a full-stack developer to build a feature-rich, high-performance gaming website with a seamless gaming experience. ? What You’ll Be Working On: ✅ Game Development & Integration – Implement popular games like Mines, Aviator, Rocket, Spin, Poker, and more. ✅ Secure Payment System – Enable smooth deposits & withdrawals using multiple payment gateways. ✅ Live Gaming & Multiplayer Features – Real-time interactions, leaderboards, and social features. ✅ Provably Fair & RNG Mechanisms – Ensuring transpar...
I'm looking for a professional who can integrate my custom-built subdomain to the main domain via cPanel. This is intended to set up a dedicated vendors sect...Features of the Vendors Section: - Vendor Registration: I need a seamless and user-friendly registration process for vendors. - Vendor Product Listings: This section should allow vendors to list their products easily. - Vendor Sales Reports: An interface for vendors to track their sales. - Communication Bridge: The integration should facilitate smooth communication between the main domain and the subdomain. Ideal Skills and Experience: - Proficiency in cPanel and domain integration - Experience with custom-built subdomain platforms - Knowledge of eCommerce vendor systems - Excellent problem-solving skills - Stron...
I'm looking to incorporate a facial recognition system into my advertisements. The preferred technology for this project is Amazon Rekognition. Ideal skills for this project include: - Proficiency in Amazon Rekognition - Experience in integrating facial recognition systems into ads - Knowledge in digital marketing strategies Please note that the specifics of the ad type and the actions to be taken upon face recognition will be discussed later. I'm open to suggestions on how to best utilize this technology for maximum impact.
I am looking for an experienced blockchain developer to develop a secure and user-friendly crypto exchange app with the following features: Core Features: ✅ Buy crypto using Credit/Debit Cards, Net Banking, UPI, and Wallets ✅ Sell crypto and withdraw funds to bank accounts ✅ Exchange/swap cryptocurrencies within the platform ✅ Real-time price tracking & transaction history ✅ Secure wallet integration (Hot & Cold wallets) ✅ KYC/AML verification for user authentication ✅ Admin panel for transaction & user management ✅ Multi-device support (iOS, Android, and Web) ✅ Scalability & High-Speed Transactions ? Budget: Open for discussion based on expertise ⏳ Timeline: Need a fast & secure solution ? Freelancers with relevant experience, please place your bid on Freela...
We are looking for an experienced Django Developer to develop a web application that includes user authentication, integration******LDAP***** .
We are seeking a skilled and motivated developer to integrate LiveKit into our React and Node.js-based website, which is backed by a PostgreSQL database. This integration will enable automated updates on our platform, leveraging cutting-edge voice and video agent technology. About LiveKit LiveKit empowers developers to rapidly deploy voice and video agents within their applications. Built with Open Source SDKs and running on LiveKit's real-time global infrastructure, LiveKit enables: - Natural AI Conversations: Create AI agents that interact seamlessly in natural language. - Flexible AI Design: Integrate voice-to-voice AI with leading models from OpenAI, Cartesia, Deepgram, ElevenLabs, and Google. - Low Latency and Scalability: Deliver ultra-low latency experiences across d...
...social media platforms. Clear explanation of the benefits and features. Call-to-action (CTA) buttons directing users to registration and payment. Note: I have a sample website as a reference. 2️⃣ Registration and Login Area Allow users to create an account with email and password. Implement secure authentication (bcrypt for password hashing). Email validation upon registration. 3️⃣ Payment Area Integration with secure payment gateways (Mercado Pago, Stripe, or PayPal). Option to purchase a 30-day license for application usage. After payment confirmation, the system must automatically generate a login and password for the user. 4️⃣ Automatic Credential Generation The back-end should generate temporary login credentials after purchase. These credentials must be automatically sent t...
...Optimization: Minimize loading times by optimizing images, scripts, and caching. Improve database efficiency and remove unnecessary plugins. Implement best practices for fast and reliable website performance. Scope of Work: Review and refine contract pages for better clarity and structure. Conduct a UX audit to identify and resolve usability issues. Optimize website speed using caching, CDN integration, and performance tuning. Ensure all updates maintain SEO best practices. Expected Outcome: A faster, more user-friendly WordPress website. Improved accessibility and navigation for contract pages. Enhanced overall performance, leading to a better user experience....
I'm looking to implement a Stripe Checkout payment system on my WooCommerce store, Website1. Payments should be processed through my other site, , without Stripe knowing the domain of Website1. Key Requirements: - Automatic redirection from Website1 to mobropa for payment - WooCommerce expertise - Stripe API experience - Ability to set up order status update to "Completed" upon successful payment processing Workflow 1️⃣ Website1: The user places an order and selects Stripe as the payment method. A button or redirection sends the order amount and order_id to Mobropa.com. 2️⃣ Mobropa: Receives the order data (amount and order ID from Website1). Creates a Stripe Checkout session, adding the order_id as metadata. Redirects the user to the Stripe Checkout payment page. 3️⃣ ...
...(grey, white, and red). You may suggest minor accent colors to enhance the aesthetic balance. 3. Brand Representation: The design should help build trust and convey professionalism, quality, and high service standards. 4. Material Suggestions: Recommend durable and easy-to-maintain materials suitable for the UAE’s climate (e.g., glass, aluminum cladding, or other modern textures). 5. Lighting Integration: Include options for modern exterior lighting to highlight the design at night. 6. Entrance and Visibility: Ensure the entrance is visually prominent, easy to locate, and welcoming. Include clear signage placement suggestions. 7. Minimalism: Avoid cluttered elements. Focus on clean lines, geometric shapes, and a well-organized facade structure. We are looking for a cr...
We are seeking an experienced Chrome Extension Developer to build a custom extension for , our lead generation platform. This extension will allow users to easily extract, enrich, and manage lead data directly from their browser—similar to tools like Apollo, Skrapp, Lusha, and others. The extension will integrate seamlessly with , enabling users to capture contact information (emails, phone numbers, LinkedIn profiles, etc.) from various websites and social media platforms, and store it in their account. Key Responsibilities: Develop a Chrome extension that allows users to extract lead data (emails, phone numbers, job titles, LinkedIn profiles, etc.) from websites and social media platforms (e.g., LinkedIn, Gmail, etc.), similar to Apollo, Skrapp, and Lusha. Integrate the extensio...
...involves developing a generic scanner that can read both barcodes and QR codes. The system needs to seamlessly integrate with key SAP Business One functionalities including inventory management, sales orders, and purchase orders. Key project requirements: - The scanner should work with both handheld devices and mobile phones - The system must be able to accurately read both barcodes and QR codes - Integration with SAP Business One should be smooth and efficient, covering inventory management, sales orders, and purchase orders Ideal candidates should have: - Extensive experience with SAP Business One - Proficiency in developing or integrating barcode/QR code scanning systems - Good understanding of inventory management and order processing - Experience working with both mobile d...
I'm looking to create an AI that will function as a customer support representative on my website. The AI should be capable of handling live voice interactions with customers. Key Responsibilities: - Design and develop an AI capable of providing customer support via live voice on my website. Ideal Skills: - Proficiency in AI and machine learning. - Experience in developing customer support AI. - Knowledge in integrating AI with website platforms.
I'm looking for a creative designer to revamp the entire UI/UX of my IoT project in the fire safety industry. This includes both web and mobile pages. The primary goal is to enhance usability. Key Responsibilities: - Redesign the entire system with a focus on improving usability. - Utilize existing diagrams and wireframes to inform the design process. - Implement innovative ideas and interactive elements to create a modern look and feel. Ideal Skills and Experience: - Strong background in UI/UX design, particularly for IoT projects. - Proven experience in enhancing usability in complex systems. - Creative thinker with a knack for modern design trends. - Proficiency in using and interpreting user flow diagrams and wireframes.
I must do a web application in wordpress. It must have a landing page stile, the payment of service, so creation of account, login and payment. It must have a form plugin to do questionnaire. At th eend of the questionnaire the AI must show a report baed on answers. The web must have a form plugin jotform) The job to do: make the landing pages with information of service, add the buy page of service using table price and direct ckeckout (you can use woocommerce); add jotform; integrate the questionnaire of jotform and the answer with AI to create the authomatic report. The questions of jotform and the answer of jotform must be saved inside my mysql database. So it is necessary use a plugin to create the tables and save the answer add a plugin or code to comunicate with an AI the plugin (...
I'm looking for a professional web developer with extensive experience in Wix Studio. The project entails creating an Admin Dashboard for my e-commerce site, focused primarily on product management and sales analytics. Here's a breakdown of the key components: Product Management: - The ability to add, edit, and delete products - Product categorizatio...categorization Analytics: - The dashboard should include sales reports User Roles: - Access control for Admin, Manager, and Staff The ideal candidate should have a strong background in e-commerce platform development, specifically with Wix, and should be proficient in creating user-friendly interfaces with robust back-end support. Prior experience with product management systems and sales analytics integration will b...
I am in need of an experienced web developer to create a comprehensive marketplace e-commerce websit...marketplace e-commerce website. Key Requirements: - The site will primarily sell physical goods - The website must support features essential for product management like: - Inventory tracking - Product variations - Bulk uploading Ideal Skills: - Proficient in e-commerce platform development - Strong understanding of marketplace dynamics - Experience with product management features integration - Prior work with physical goods e-commerce sites is a plus. I am looking for someone who can deliver a robust, user-friendly marketplace that can handle various physical products and has efficient product management features. Please include examples of previous similar projects in...
I am seeking assistance to expose my local SSH Ubuntu for public access. The main purpose is to facilitate remote management of the system. I have an Ubuntu device, I want to access the terminal, host websites (NGINX) like AWS EC2 or any VPS. Requirements: - Full root access needs to be provided through SSH. - Implementation of key-based authentication for security. Ideal Skills and Experience: - Proficient in Ubuntu and SSH. - Strong knowledge and experience in system security, particularly key-based authentication. - Prior experience in setting up systems for remote management.
I'm seeking a skilled WordPress developer who can find a suitable Football prediction API and seamlessly integrate it into my existing website. My site currently provides football live scores, results, Premier League tables, Champions League tables,...tables, Champions League tables, etc. Key Requirements: - Find and propose a Football prediction API that provides match predictions. - Integrate the API into my WordPress site. - Ensures seamless functionality with the existing features of the site. -Prediction feeding should be automatic The ideal candidate should be proficient in WordPress development, have experience with API integration, and ideally, a background or strong understanding in football and its statistics. Time is of the essence as I need this project ...
...system that allows secure attachment to an interior window, with the exterior portion releasing when tapped from the outside. Ensure durability and weather resistance for outdoor use. Provide CAD files (STEP, STL, etc.) for prototyping and manufacturing. Ideal Skills & Experience: Proficiency in SolidWorks, Fusion 360, AutoCAD, or similar software Experience designing enclosures for electronics, IoT devices, or security products Knowledge of 3D printing and injection molding best practices Ability to incorporate water-resistant and tamper-proof design features Understanding of mechanical tolerances for secure assembly Project Scope & Engagement: Looking for designers who can start immediately Opportunity for long-term collaboration as we refine and manufacture the produ...
We are seeking a highly skilled mobile app developer with a proven track record in augmented reality (AR) applications to join our team and finalize the development of our AR app. The app is already built with most...- Expertise in GPS-based location services and optimization techniques. - Strong background in security best practices for mobile applications. - Experience with iOS development and transitioning apps from Android to iOS. - Proficiency in AR development frameworks (e.g., ARCore, ARKit). - Solid understanding of mobile app performance, troubleshooting, and optimization. - Knowledge of backend integration and cloud services is a plus. If you have the skills to bring our app to the next level and are excited about working on an innovative AR project, we would love to hear...
I need assistance in setting up Power BI to create operational reports. I'm unsure about data source integration, and primarily, I want to track costing. Key Requirements: - Setup of Power BI for operational reporting - Guidance on data source integration - Creation of reports tracking costing Ideal Skills: - Proficiency with Power BI - Experience with operational reporting Please provide a brief overview of your relevant experience when you bid.
...All: Sell all holdings across multiple wallets in a single command. Dump All %: Sell a specific percentage of holdings across all wallets (e.g., 50%, 80%). Delay Sell: Schedule sell actions to occur after a specified delay. Delay Sell %: Schedule a percentage of holdings to be sold after a specified delay. Single Sell: Execute a sell action from one specific wallet. Raydium Sell: Integration with the Raydium platform for selling SPL tokens directly. Send SPL: Enable users to send SPL tokens to another wallet or multiple wallets simultaneously. 3. Comments Enhance community engagement and marketing with custom commenting features: Custom Commenter: Post customized comments on trading forums or social media for marketing and engagement purposes. Enable bulk commen...
Looking for a Freelance AWS/Cloud Expert with TradingView Automation Experience! I'm currently setting up my AWS EC2 instance for automated trading and facing some issues with SSH key management, instance configuration, and connecting via PuTTY. I need a reliable freelancer with experience in AWS EC2, SSH key setup, and cloud automation to: Troubleshoot and configure SSH keys correctly. Ensure EC2 instance security group settings and network configurations are optimized. Help resolve issues with connecting to the EC2 instance via PuTTY. Provide general guidance and optimization for running automated trading setups on a cloud platform. Set up webhook alerts from TradingView to enable order placement with my broker (using API). Skills needed: AWS EC2 insta...
...potential patients. - WhatsApp Integration: The software should have the ability to integrate with WhatsApp for communication purposes. User Roles: The software should be accessible to: - Doctors - Reception Staff - Administrators - Agencies - Medical Stores - Pathology Departments Notifications: The software should support various types of notifications including: - Email Notifications: For sending appointment reminders and other important information. - SMS Notifications: For reaching out to patients who may not have internet access. - WhatsApp Notifications: For instant communication with patients. Ideal skills for this job include software development, cybersecurity for safeguarding patient data, and experience with CRM systems. Familiarity with WhatsApp integration...
...search functionality (integrated with ElasticSearch) - Secure payment gateway integration - Geo-location-based deal suggestions - Deal purchasing, coupons, and redemption workflows - Reviews and ratings for deals and merchants - Admin panel for managing users, merchants, and deals - Notification system (email and in-app) - Mobile responsiveness (React for web, React Native for mobile) - Any features present on that are not explicitly mentioned here must also be included. Development Guidelines: : Frontend: React for web, React Native for mobile Backend: .NET Web API Search: ElasticSearch CI/CD: Setup and automation pipeline Containerization: Use Docker for deployment 2. AI Integration: Leverage AI tools and technologies for: - User Interface generation: Utilize
We are seeking a skilled and innovative Mobile Application and Firmware Developer to join our team. In this role, you will be responsible for designing, developing, and implementing a mobile application and firmware solutions for controlling motors in various applications. You will work closely with hardware engineers and product managers to create seamless integration between software and hardware.
...mix of regional campaigns through our primary website, , and property-specific sites such as and LiveAt100.com. Our goal is to drive qualified leads, enhance regional awareness, and maximize ROI through a strategic mix of Performance Max and traditional Search campaigns. We require a specialist with extensive experience in Google Ads management, including integration with Salesforce, Google Tag Manager, and GA4 for conversion tracking and performance reporting. ________________________________________ Project Objectives: 1. Campaign Strategy and Execution: o Optimize Performance Max and traditional Search campaigns for lead generation. o Incorporate a robust strategy to exclude branded search terms while capitalizing on high-intent opportunities. 2. Conversion
I need a skilled professional who can integrate document templates into my existing programme. The templates should be compatible with Database MBD and include form fields. Ideal Freelancer: - Proficient in creating and integrating Document templates - Familiar with Database MBD - Experienced in designing templates with form fields
I'm seekin...sensors. Key Responsibilities: - Develop and implement an Ardusub based embedded system for a drone - Integrate depth, temperature, and pressure sensors into the system - Ensure the system outputs sensor data in Pixhawk format Ideal Skills and Experience: - Extensive experience in embedded systems development - Proficient in Ardusub and Pixhawk systems - Strong background in sensor integration - Familiarity with depth, temperature, and pressure sensors - Excellent problem-solving skills and attention to detail Develop an embedded system control for a drone with four motors. 3 DC motors and one stepper motor. Control needs to be PID logic enabled using ardupilot or arduSUB pixhawk or Raspberry Pi. Finally we need to do camera and light control usin...
...mix of regional campaigns through our primary website, , and property-specific sites such as and LiveAt100.com. Our goal is to drive qualified leads, enhance regional awareness, and maximize ROI through a strategic mix of Performance Max and traditional Search campaigns. We require a specialist with extensive experience in Google Ads management, including integration with Salesforce, Google Tag Manager, and GA4 for conversion tracking and performance reporting. ________________________________________ Project Objectives: 1. Campaign Strategy and Execution: o Optimize Performance Max and traditional Search campaigns for lead generation. o Incorporate a robust strategy to exclude branded search terms while capitalizing on high-intent opportunities. 2. Conversion
...estrategia de ciberseguridad, considerando la implementación de pentesting para evaluar y asegurar la protección de su infraestructura informática. Detalles del entorno actual: - La seguridad de la empresa está gestionada internamente. - Aunque nunca han sufrido ciberataques, quieren anticiparse a posibles riesgos y reforzar su protección. - Plataforma en la nube: Tienen algunos servicios alojados en AWS, pero estos están actualmente subcontratados. - Seguridad perimetral: Utilizan soluciones de Fortinet para la protección de su red. - Punto final de seguridad: Trabajan con Citomik, con un total de entre 70 y 80 puntos de acceso protegidos. Requisitos del proyecto: - Pentesting: Evaluación exhaustiva de vulnerabilidades ...
I'm looking for a PyScript expert to help me improve my current web pages. Key Responsibilities: - Utilize PyScript to enhance the interactivity and functionality of existing web pages. - Implement the best practices for coding and web design. Ideal Skills: - Proficient in PyScript and its applications in web development. - Strong understanding o...PyScript to enhance the interactivity and functionality of existing web pages. - Implement the best practices for coding and web design. Ideal Skills: - Proficient in PyScript and its applications in web development. - Strong understanding of JavaScript, HTML, and CSS. - Experience in creating interactive web features. Please note that there is no requirement for user authentication, database integration, or real-time updates i...
We have an existing Telegram Payment Plugin developed for WordPress, and we need a skilled developer to convert it into an OpenCart plugin with the same functionality. The plugin integrates the checkout process with a Telegram bot, allowing real-time not...correct, the order is confirmed. If the OTP is incorrect, an error message is displayed. Custom Pages & Admin Interface: Redirect the user to a custom OTP entry page after payment authorization. Develop an admin panel in OpenCart to configure the Telegram bot, bot token, and customize notifications. Requirements: Strong experience in OpenCart plugin development. Experience with Telegram bot integration. Ability to replicate the WordPress plugin’s functionality in OpenCart. Clear documentation and structured code for ea...
In this project we will add new features in our website and we will shift to chatGPT instead of using Divine API
I'm in need of a developer to upgrade my Django + Angular application. While the app is currently operational, I require the integration of four new backend functionalities and their connection to the frontend (approximately four new components, one to two services, and one to two models). - Current Setup: The backend processes numerical data and delivers JSON results via Django ORM and PostgreSQL to the frontend for visual representation using VisJS/ChartJS. - New Requirements: One of the new functions can follow the existing procedure, but the other three will need backend visualization, sending outcomes as PNGs for display on the frontend. The project deadline is February 10th. Please reach out if you're available.
...coding environment and define the app’s architecture to ensure scalability and maintainability. 3. Algorithm Development: o Collaborate to ideate and design the core algorithm that drives the platform. o Develop and implement the algorithm with efficiency and precision. 4. Mobile App Development: o Build a high-performance, mobile-first application for Android and iOS platforms. o Ensure seamless integration of advanced UI/UX elements into the front end. 5. Testing & Quality Assurance: o Write comprehensive test cases to validate the functionality and performance of the application. o Test and debug the code to ensure a robust and error-free application. Qualifications: • 3+ years of relevant experience. • Advanced proficiency in JavaScript and experience wit...
Develop a web-based VPS management system with an admin panel and user interface. The system should allow admins to create and manage user accounts, control VPS instances, and monitor resource usage. Users should be able to access and manage their assigned VPS instan...Tracking: * Monitor API usage by users. User Features VPS Access: * View assigned VPS instances and their status. * Two-step verification using PIN. * VPS Management: * Control assigned VPS instances (reboot, stop, start, reinstall, install OS). * Monitor VPS resource usage. * Account Management. * Update account details. Framework Choice: CodeIgniter PHP, CodeIgniter, MySQL, API Integration, Backend, Additional Notes: Clearly specify the API ...
...folder # (If run_sentiment_analysis already places them there, no extra step needed.) if __name__ == "__main__": main() ``` 2. **``** - Must list all Python dependencies, including: - **requests** or **httpx** (for API calls). - **beautifulsoup4** or **newspaper3k** (for web scraping, if applicable). - **openai** or another LLM integration library (for GPT-4). - **matplotlib**, **plotly**, or **altair** (for chart generation). - Additional libraries for CSV handling or data manipulation, e.g., **pandas**. 3. **`` (Optional)** - For system-level packages like `poppler-utils` if you need PDF extraction or any other system dependency. 4. **`output/` folder** - Must exist in the root directory.
