Simple sentiment analysis pythonงาน

เขียนโปรเเกรม Sudoku ที่สามารถเเก้โจทย์ Sudoku ที่ user inputโดยไม่ใช้ library ที่เกี่ยวกับ constraint(CLD(FD) library) เขียนโดย backtracking เเละเชื่อมกับ UI โดยใช้ python

รับสมัครนักวิเคราะห์การเงิน(ฟรีแลนซ์ ทำงานที่บ้าน) รายละเอียดงาน -จำนวนที่รับ: ไม่จำกัด(รับเป็นแบบระยะยาว) -แนวทางบทความ: บทวิเคราะห์และกลยุทธ์การซื้อขายในด้านฟอเร็กซ์ น้ำมันดิบ ทองคำ ดัชนี หุ้นและสกุลเงินดิจิตอล ฯลฯ ตัวอย่างเช่นบทความในเว็บ -จำนวนคำของบทความ: 500-2000 คำ คุณสมบัติผู้สมัคร -มีทักษะในการเขียน สามารถสื่อสารออกมาให้ผู้อ่านเข้าใจได้ง่าย -ใช้ภาษาไทย และอังกฤษได้อย่างถูกต้อง -มีความคิดสร้างสรรค์ ไม่ลอกงาน -มีความชอบหรือถนัดและมีประสบการณ์ในการเขียนบทความด้านการเงิน -มีทักษะในการค้นคว้าหาและรวบรวมข้อมูลจากแหล่งต่าง ๆ -ถนัดในการวิเคราะห์ทางพื้นฐานหรือวิเคราะห์ทางเทคนิค -สามารถทำงานแบบระยะยาว สามารถส่งงาน 2-4 บททุกสัปดาห์ -จบสาขาวิชาการเงินหรือสาขาวิชาอื่นๆที่เกี่ยวข้องกับการเงิน หากถือใบรับรอง Chartered Financial Analyst(CFA) จะรับพิจารณาเป็นพิเศษ

สวัสดีค่ะ ไม่ทราบว่ารับทำโปรเจคทางด้าน Modelling, Simulation and Optimisation ใช้ python code ค่ะ

สวัสดีค่ะ ไม่ทราบว่ารับทำโปรเจคทางด้าน Modelling, Simulation and Optimisation ใช้ python code ค่ะ

สวัสดีค่ะ รบกวนสอบถามหน่อยนะคะ พอดีจะให้ช่วยวิเคราะห์งานเพิ่มเติมหน่อยนะคะ แต่ทำในส่วน code python ไปบ้างแล้วนะคะ

ทำ excel คำนวนภาษีส่วนบุคคล 5 คน โดยสามารถเปลี่ยน variable ต่างต่างได้เพื่อทำ scenario analysis (ie ถ้ารายได้ x จะได้ x) ______________________________________________ Excel personal tax calculations for 5 people, with different variables changing for scenario analysis. (ie if income x is obtained x)

analysis raw data to information วิเคราะห์เนื้อหา บริการ สินค้า ผลิตภัณฑ์ ทุกอย่าง ว่ามีข้อดี ข้อเสีย ประโยชน์ที่จะได้รับมีอะไรบ้าง เป็นต้น

I'm looking for a GA4 expert to generate a report that includes the (a) effective user id, (b) page title, and (c) date/time of page visit in a table format. So I can export it. Key Requirements: - Proficient in GA4 with extensive experience in data analysis. - Ability to generate comprehensive reports directly within the GA4 interface. - Skills to filter and segment data (for example, by traffic source). Ideal Skills: - Advanced knowledge of Google Analytics 4 (GA4). - Experience with web traffic analysis. - Proficient in data interpretation and report generation.

I'm seeking a professional software tester to evaluate the Apache Commons Text project. The focus will be primarily on conducting tests within a cloud-based CI/CD pipeline, specifically using Jenkins. Key Responsibilities: 1. Ensure the project is buildable both locally and in CI/CD. 2. Conduct a quality analysis utilizing SonarCloud. 3. Address issues found or provide justifications for not fixing them. 4. Prepare and publish a Docker image on DockerHub. 5. Ensure the Docker container is operational (e.g., as a web app or Java application). 6. Analyze code coverage with Cobertura or Jacoco. 7. Perform mutation testing using PiTest. 8. Conduct performance tests with JMH. 9. Create automated tests for poorly tested code components. 10. Assess security using OWASP FindSecBugs a...

I'm exploring the psychological impact of music on shoppers and would like to integrate a music system on my e-commerce website. Goals: - Increase time spent on site - Boost mood and satisfaction - Encourage higher purchase values - Ultimately, get more business The project invol...Goals: - Increase time spent on site - Boost mood and satisfaction - Encourage higher purchase values - Ultimately, get more business The project involves selecting the appropriate type of music, creating a plan for its implementation, and potentially monitoring its impact over time. Ideal Skills & Experience: - Knowledge in music psychology - E-commerce website development experience - Data analysis skills to assess impact - Creativity in music selection and integration please let me kno...

I'm looking for basic 3D models of mosques for 3D printing. The models should be simple and minimalistic, with the only specific architectural feature being a minaret. The models need to be delivered in STL file format. Ideal Skills and Experience: - Proficiency in 3D modeling software - Experience in designing for 3D printing - Understanding of basic architectural design - Ability to create minimalist designs

I'm seeking a freelancer with robust XLS and data analysis skills who can help me create a PPT presentation based on customer feedback analysis. Key Tasks: - Analyze customer feedback data to identify trends in customer satisfaction. - Pinpoint the most common complaints from the feedback. - Extract suggestions for improvement from the customer feedback. - Create a compelling and clear presentation from the analysis. Ideal Skills: - Proficient in Excel for data analysis. - Experienced in creating presentations in PowerPoint. - Strong analytical skills to interpret customer feedback data. - Ability to present data in a clear and engaging manner.

My Python script, primarily designed for automation, is not yielding the correct outputs. I need an experienced Python developer to help me troubleshoot and enhance the script. Key Issues: - The script currently outputs incorrect data. I need someone who can identify the root cause of this issue and fix it. Ideal Skills: - Proficient in Python with a strong background in automation scripts. - Experience in debugging and enhancing existing code. - Excellent problem-solving skills to identify and rectify data output issues.

Zoho CRM APIs and integration with other systems - Excellent problem-solving and troubleshooting skills for ongoing support - Proven track record of providing ongoing support for Zoho CRM projects Key Responsibilities: - Customize Zoho CRM to meet specific business requirements - Develop and implement custom modules, fields, and workflows - Create and customize reports and dashboards for data analysis - Troubleshoot and resolve any issues or errors in the Zoho CRM system - Provide ongoing support and maintenance for Zoho CRM We are seeking an experienced Zoho Developer who specializes in CRM customization and can provide ongoing support for our Zoho CRM system. You will be responsible for customizing our Zoho CRM to meet our specific business needs and ensuring its smooth operatio...

I have a ring video I need to enhance. When I zoom in, the video is blurry and I need to have it clear. This is important because if it’s my wife and she’s cheating, then we’re through. Ideal skills for this project include video editing, video enhancement, and possibly some experience with security footage analysis. I'm looking for someone who can specifically sharpen the faces in the video as much as possible. The footage was recorded in daylight at a resolution of 1080p, so you won't be working with low light conditions or a lower resolution. Please, bid only if you can professionally enhance the video without making it look artificially altered.

...application to Python. This project is critical and needs careful planning and execution to ensure a smooth transition without compromising on key aspects of the application. Key Considerations: - User Interface and Experience: The look and feel of the application should remain unchanged. The developer should have a keen eye for detail and be able to replicate the UI/UX in Python. - Security Features: The migration should not expose the application to any new vulnerabilities. A deep understanding of security principles in both PHP and Python is required. - Performance and Speed: The new Python application should match or exceed the performance of the existing PHP application. Profiling and optimization skills will be essential. Ideal Skills: - Extensive ex...

...Payment Gateway: ◦ Need Modular and Multi Vendor Support for Payment Gateway ◦ Secure integration for deposits and withdrawals. ◦ Withdrawal processing time of 1-2 days. 4. Security: ◦ Grace period of 30 days for new funds (security buffer). ◦ Bank account linkage verified against government-issued PAN/AADHAR. Deliverables: 1. API code written using Python FastAPI 2. Frontend Development using React.js 3. Include Dockerfile and for simpler building and running the apps 4. DB Schema Design (Postgres) 5. UML Flow Charts 6. Unit Testing and Intergration Testing Included 7. KYC and dispute handling workflows for Admins and Super Admins. 8. Payment gateway integration for deposits and withdrawals. 9.

...seasoned cryptocurrency and trading expert to investigate a specific trading platform. Your main tasks will be evaluating the platform's legitimacy, safety, and reliability to ensure it isn't a scam. The investigation should cover: - Security measures: Assess how secure the platform is and what measures are in place to protect users' investments. - User reviews and reputation: Conduct an in-depth analysis of the platform's reputation and user reviews. - Regulatory compliance: Check if the platform adheres to relevant regulations and standards. The project will need to culminate in a comprehensive report that includes both written and presentation formats. Ideal candidates for this job should have: - Extensive knowledge and experience in cryptocurrency and t...

...analyst or an expert in voice recognition systems or AI to review the charts (plots) I generate with Python. The objective is to enhance the accuracy of our AI and/or API calls for better stock price predictions. If your contributions prove valuable, I would like to establish a long-term collaboration. Key Responsibilities: - Analyze and interpret stock prediction charts - Provide insights and suggestions for improving the AI and API efficiency Data Sources: - Historical stock prices - Sentiment analysis from news - Economic indicators Skills and Experience: - Proficient in data analysis, particularly in stock market predictions - Experience with AI and voice recognition systems - Expertise in Python and interpreting complex datasets - Ability to pr...

I'm seeking a Python expert with extensive experience in working with both REST and GraphQL APIs. APIs include LunarCrush and DEX Screen and potentially Twitter and pump.fun. The project's primary focus is to ensure real-time synchronization and reporting into Google Sheets and MongoDB. The data will form a Crypto Analytics Dashboard that integrates data from these APIs. The goal is to track promising early-stage cryptocurrencies by analysing social signals and on-chain data. The dashboard will also send Telegram alerts when certain thresholds are met, these thresholds must be editable within Google Sheets so are easily adjusted. A simply task is to be completed before progressing to the dashboard build: 1. Client will supply 50-100 cryptocurrency. All historical data of...

We are looking for an experienced developer to build a conversation automation system that uses real account holders (not bots) to interact withi...interact within groups and direct messages. The system must: -Automate interactions using real accounts we control. -Support multiple accounts, with secure login/session management. -Allow accounts to join groups easily via links or predefined lists. -Optionally include a dashboard for configuration, monitoring, and reporting. Requirements: Experience with TG API. Strong programming skills in Python, JavaScript, or related languages. Knowledge of session management and human-like automation patterns. Security-conscious approach to account data storage and usage. If you’ve worked on similar projects, please share your portfoli...

...Outbound And Inbound Calls Like Aircall Ai. Features Required Batch Calling For Outbound Calls Thats Allows To Do Bulk Calling At The Same Time. Call History Monitoring: Access detailed records of all calls, complete with statuses and outcomes. Advanced filtering options enable users to sort calls based on success rates, latency, and user sentiment, facilitating the swift identification of failed calls and performance bottlenecks. Post-Call Analysis: Automatically analyze customer conversations post-interaction to extract valuable insights. The system supports various data types—Boolean, text, number, and selector—allowing for customized analyses tailored to specific business requirements. Customizable Dashboards: Create personalized dashboards featuring...

I'm in need of skilled and professional writers with a knack for research and a deep understanding of technology. The focus of the articles will be on high-tech crime and the technology used...should be comprehensive and explore: - The technology used or exploited in these crimes - The victims that were affected, including quantitative data - The financial or personal damages incurred The more unique or sophisticated the scheme, the better. Your work will involve primarily sourcing information from news articles, but also seeking out and incorporating interviews with victims and expert analysis. As often I received a lot of responses but nothing specific. What will you write upon? What specific crime? What type of exploits? What victim? It doesn't have to be technical, ...

I need a web app, that lets me place and move simple objects on the canvas under cercain conditions, no overlapping mainly. It is mainly a joystick layout maker Low budget.

I'm looking for an experienced professional to help me build an Online Trading Academy geared towards beginners. The academy will provide video content and live webinars. Key elements to include: - The content will focus on technical analysis and trading strategies. - The primary audience is beginners, so the content should be easy to understand and engaging. Ideal skills and experience for the job: - Proven experience in creating educational content, specifically in trading and finance. - Excellent communication skills for live webinars. - Experience in video production or working with video content. - Understanding of beginner-level trading concepts and strategies.

I need a freelancer who can help me with my church's ad responses on Messenger. Many people respond to our ad with a like or a love, but they do not leave a comment....Messenger to these individuals without sending friend requests. 2. Ensure that my responses show up in the inbox of Meta Business Suite. 3. Deliver the messages in a way that allows these individuals to respond. 4. Provide a simple tutorial on how to do this myself in the future. 5. Track recipients' responses. 6. Segment recipients based on their reactions. Ideal Skills and Experience: - Proficiency with Meta Business Suite and Messenger - Experience in social media management - Ability to create personalized messages - Data tracking and analysis skills - Experience in creating simple tutoria...

Hola que tal solo requiero de la landig page que esta en el archvo XD adobe, la requiero al instante ya que es algo muy sencillo, cuento con dominio y host

Step 1: Key Variables Include the following inputs and calculations: Dates: Check-Out and Check-In Pricing: Daily, Weekly, Monthly, 3-Month Rates Charges: Fuel Surcharge, Damages, Cancellation Fee Mileage: Allowance, Actual Mileage, Excess Mileage Charge Payment: Deposit, Payment Amount, Card Fee Outputs: Total Cost, Refund/Outstanding Amount Step 2: Excel Layout Design an Excel sheet with the following structure: Description Input Formula/Explanation Check-Out Date 01/10/2025 User input Check-In Date 01/25/2025 User input Rental Duration (Days) =B3-B2 Rental Type Daily/Weekly/Monthly/3-Month Dropdown using Data Validation Daily Rate $50 User input Weekly Rate $300 User input Monthly Rate $1,000 User input 3-Month Rate $2,800 User input Rental Cost Formula depends on rental type (see S...

I am looking for a financial reconciliation expert to assist with four reconciliations for the years 2021, 2022, 2023, and 2024. The reconciliations will be of dental insurance submissions by our dental office, insurance payments, and dentist client payments. Currently, some documents are ready. I have insurance submissions and insurance payments prepared, but I still ...payments, and dentist client payments. Currently, some documents are ready. I have insurance submissions and insurance payments prepared, but I still need to gather some documents for the reconciliation process. Skills and experience needed: - Expertise in financial reconciliation - Experience in working with dental insurance is a plus - Ability to organize and manage data - Proficient in data analysis and inte...

I need a professional with strong Excel skills to help me analyze sales data using pivot tables in a spreadsheet. The primary aim is to gain insights into sales trends over time. Ideal Skills: - Advanced Excel and Pivot Table expertise - Data analysis experience - Ability to uncover trends and insights from data

Get Paid to Visit Hospitals in Switzerland, France, Germany, Italy, the Netherlands, Spain! ? We’re hiring people in Switzerland, France, Germany, Italy, the Netherlands, Spain for a simple and rewarding task: What You’ll Do: 1️⃣ Visit hospitals near you. 2️⃣ Take photos of doctor directories or clinic boards. 3️⃣ Send the photos to us. What You’ll Earn: ? €40 per large hospital (300+ doctors) ? €25 per smaller hospital Why Join? ✅ Flexible schedule – work when it suits you. ✅ No experience needed – just a smartphone. ✅ Get paid quickly for your effort Who Can Apply? Anyone in [City/Country] who can visit hospitals, including students, part-timers, and delivery staff. How to Apply: ? Message us with your: City/region Availability List of Hospi...

...impression on every visitor. Why Choose Me? I specialize in designing websites that reflect your unique identity and philosophy. Expertise in creating user-focused designs that balance aesthetics and functionality. Delivered in Figma with detailed prototypes, making it easy to visualize the final product. Skills Used: Figma, Adobe Photoshop, UI/UX Design, Wireframing, Prototyping Research & Analysis, Attention to Detail, Component Design Systems Innovation & Creativity for cutting-edge, memorable websites...

Project Overview Create a Python module that calculates NBA player statistics using the balldontlie API. The module should fetch and process player game statistics across multiple seasons, providing both rolling averages and game-by-game totals in specific formats. Key Requirements Data Source Use the balldontlie API () API endpoints to be used: /players (for player search) /stats (for game statistics) Core Functionality Player Identification: - Accept player name as input - Convert player name to player_id using the API - Handle cases where player isn't found Game Data Collection - Fetch game statistics sorted by most recent first - Only include games where the player logged minutes played (min > 0) - Pull data across multiple seasons if needed -

...existing AWS database securely. 3. Stripe Integration: • Dynamically generate Stripe payment links and process confirmations. • Integrate with our payment intent scheduler to create donation schedules. 4. Testing & Deployment: • Test the bot for seamless user experience and deploy on a scalable server. Skills Required: • Experience with WhatsApp Business API or Twilio. • Proficiency in Node.js or Python. • Strong understanding of AWS services (e.g., DynamoDB, Lambda, or RDS). • Hands-on experience with Stripe API (payment links and scheduling). • Focus on secure data handling (e.g., GDPR compliance). Deliverables: 1. Fully functional WhatsApp bot integrated with AWS and Stripe. 2. Donation scheduling through our payment intent schedul...

...identify and resolve any issues, ensuring the platform operates smoothly and securely. • Maintenance and Support: Provide ongoing maintenance and support post-launch to address any technical issues and implement necessary updates. Qualifications: • Technical Skills: Proficiency in web development languages such as HTML, CSS, JavaScript, and experience with server-side programming languages like Python, PHP, or Ruby. Familiarity with e-commerce platforms and ERP systems is essential. • Email Marketing Expertise: Experience in creating and managing email marketing campaigns, including the design and distribution of promotional materials in PDF format. • Experience: Demonstrated experience in developing and integrating e-commerce platforms, with a strong und...

I need a python script that uses onnxruntime, directml, and yolov8 for object detection. Then extract the results and draw them in a CV2 window. This includes boxes around the objects and their respective confidence.

I need a simple Android app built on Flutter. This app is designed for students of different grades and will contain study notes, exercises, and study books. Key Features: - The app provides a free demo for Lesson 1. After this, users will need to make purchases on a subject-wise basis. - Payment integration is not required. We will manually grant access from the backend post-payment. - Free users will see ads. Specifically, video ads. Backend Features: - The backend will categorize content by grade and subject, with categories and subcategories. - A student management feature, which allows us to grant subject access and monitor subscription dates and expiry. - A text editor which is capable of creating notes with graphs, statistics, tables etc. Additional Features: - The studen...

...me create a comprehensive business snapshot. This will include a Financial Overview, and Project Milestones. Key Sections: - Financial Overview: This will encompass our Revenue and Expenses as well as our Profit and Loss Statements. - Project Milestones: This section should track our Completed Projects, Upcoming Deadlines, and Ongoing Tasks. Ideal Skills: - Proficiency in Notion - Financial Analysis - Project Management - Data Visualization - Business Acumen I'm looking for someone who can not only input data but also present it in a clear and engaging way. The software platforms we use for sales are Clover POS, Shopify, and Quickbooks. Customer Data Collection comes from our reservation system Hostme, Brevo Email Marketing & Form Submission, and Shopify. Business de...

I am in need of a skilled web scraper who can collect product information from 6 to 10 different websites on a daily basis. Key Requirements: - Daily web scraping of product data from multiple websites - Delivery of scraped data in a structured format - Ability to manage and handle data from multiple sources Ideal Skills: - Proficiency in web scraping tools and software - Strong data analysis skills - Experience in handling large data sets Please note, this is a daily task and requires consistency and reliability.

I would like a pavilion cover leading to my back door. I designed it myself and am not sure if it is a doable design. It must meet the county building code, I would like a set of good drawings and a structural analysis.

I'm in need of a seasoned professional with extensive experience in Java or Python to develop an efficient email checker. The primary purpose of this tool is to filter and group emails. Key Requirements: - Development of a fast-running, headless email checker using Openbullet - Incorporation of 2Captcha via manual captcha solving - Use of residential proxies for the operation Ideal Skills and Experience: - Proficient in Java or Python - Previous experience with Openbullet - Familiarity with 2Captcha - Expertise in using residential proxies - Ability to build a fast, efficient tool

...generate ratings based on multiple key metrics. These ratings will assist in matching properties with clients based on their unique investment preferences. Key Features: 1. Data Integration: • Pull data from external sources related to property market trends, pricing, yields, growth potential, and more. 2. Data Cleaning and Processing: • Clean and process the data to ensure it’s ready for analysis and reporting. 3. Property Rating Calculation: • Calculate property ratings using multiple factors (e.g., price, yield, demand, growth potential, etc.). • Customize ratings based on individual client preferences (e.g., focusing more on return on investment or potential for growth). 4. CRM Integration: • Integrate the system with an existing CRM t...

I'm seeking a Python developer with experience in trading tools. I need a program that scans stock market data from the NSE FNO. The scanner should filter stocks based on price movements and technical indicators. Key Requirements: - Proficiency in Python - Experience with trading software development - Ability to create a scanner that exports results in .csv format Ideally, the freelancer will have a good understanding of stock trading and technical indicators. Please include examples of relevant projects in your bid.

I'm looking for a seasoned Python Django Developer to create a sophisticated food e-commerce website. Key Features: - User Registration & Login: A seamless onboarding process for customers. - Product Listing & Categorization: An intuitive layout for easy navigation through various food products. - Online Payment Processing: Secure and efficient handling of transactions. - Messaging: A built-in communication channel for customer inquiries and support. Design: - The site should embody a 'Modern and Sleek' aesthetic. Your design skills will be crucial in achieving this. User Roles: - Customer: The primary user interacting with the site. - Admin: Overseeing the operations, managing products, users, and transactions. Ideal Skills & Experience: - Proficient...

I'm looking for a simple two-player Tic Tac Toe game implemented in Prolog. The game should be constructed using very simple commands and conditional statements only - specifically, only using '->' and ':-'. It should be a command-line interface game, without any extra features or complex rules. Please note, I do not want any use of dynamic predicates or advanced Prolog features, and I specifically don't want any ChatGPT generated code. Key Requirements: - Basic two-player Tic Tac Toe logic - Implementation in Prolog using simple commands - Command-line interface - No additional features or complex rules - Strict adherence to coding restrictions Ideal Skills and Experience: - Strong proficiency in Prolog - Experience in creating si...

I'm looking for a seasoned developer to create a video player that works seamlessly on both web and mobile platforms. This player should be able to handle m...seasoned developer to create a video player that works seamlessly on both web and mobile platforms. This player should be able to handle multiple video formats such as MP4, WEBM, and AVI. A key aspect of this project is the implementation of a caption system where captions can be toggled on and off by the user. Key requirements include: - Extensive experience in video player development using Python - Proficiency in web and mobile development - Knowledge of various video formats - Ability to create a user-friendly toggle system for captions Please ensure that all source code is compatible with our development setup and...

I'm in need of an Excel wizard to create a Monthly Sales MIS Report for me. This report needs to focus exclusively on sales data and perform a trend analysis. Key Responsibilities: - Collect and analyse sales data on a monthly basis. - Identify and illustrate trends in the sales data. Ideal Skills and Experience: - Proficiency in Excel, including the use of advanced functions and features. - Previous experience in creating MIS reports. - Strong analytical skills with a focus on trend analysis. - Excellent attention to detail.

...with years of experience in SDR Software Defined Radio sourcing and antenna design and construction and signal analysis and detection. Please send me samples of your SDR projects that are close to what I need. I'm looking for a software-defined radio expert to assist in sourcing and creating signal detection and analysis software. The primary objective of this project revolves around the detection and analysis of various radio frequencies. Key Requirements: - Experience in signal detection and analysis - Proficiency in creating 3D graphic software for software-defined radio - Expertise in signal spectrum analysis The software will specifically need to perform signal spectrum analysis. If you have a background in radio frequency researc...

...translate, and save the output automatically. Requirements: The program must use external AI services (not create an AI from scratch). It should support integration with popular AI tools via APIs. Ensure accurate text extraction, even with stylized fonts. Ideal Skills and Experience: Experience with OCR (Optical Character Recognition) technologies. Proficiency in programming languages such as Python, Java, or C#. Strong understanding of API integrations with AI tools like Google Translate, DeepL, or OpenAI. Familiarity with handling comic and document file formats. Deliverables: Fully functional program with clear user instructions. Source code for future updates. Bonus Features (Optional): Batch processing for multiple comics at once. Option for users to select or customize ...

...AI-Powered Text Summarization Tool Introduction This proposal outlines the development of a simple AI-based Text Summarization Tool. The tool will process input text (e.g., articles, reports) and provide a concise summary. It is ideal for students, researchers, or professionals looking to save time reading lengthy documents. Project Scope The application will include the following functionalities: 1. Text Input: Allow users to paste or upload text files. 2. Summarization: Generate concise summaries using pre-trained AI models. 3. Output Options: Display the summary and allow users to copy or download it. 4. Simple UI: Clean and responsive design for desktop and mobile use. Technology Stack • Backend: Python (Flask) with Hugging Face Transformers for s...