I'm looking for a freelancer who can help create a detailed requirement document for the Crawl4AI project. This document should cover the collection scheme for gathering structured data from international news websites to support AI training.
Key Aspects to Cover:
- The primary focus is on collecting data for AI training.
- Targeting international news websites.
- Data types to be collected include textual content, images and multimedia.
Ideal Skills:
- Experience in technical writing, particularly in data collection for AI or machine learning projects.
- Familiarity with AI training processes and requirements.
- Understanding of data collection from news websites.
- Proficient in structuring complex information clearly and concisely.
Please provide examples of similar projects you've completed in your bid.
Requirement Document: Crawl4AI Data Collection Plan
1. Introduction
This requirement document aims to detail the Crawl4AI project’s data collection plan. The project is designed to collect structured data from multiple target news websites to support subsequent AI training and data analysis. This document covers the project’s objectives, functional requirements, technical specifications, data storage solutions, and other relevant details.
2. Project Objectives
Crawl4AI aims to efficiently, stably, and structurally collect data from the following four major Chinese news websites:
NetEase News ([login to view URL])
Tencent News ([login to view URL])
Sina News ([login to view URL])
Sohu News ([login to view URL])
3. Target Websites
3.1 NetEase News
URL: [login to view URL]
Sample Sections: Domestic, International, Sports, Entertainment, etc.
3.2 Tencent News
URL: [login to view URL]
Sample Sections: Domestic, International, Sports, Entertainment, etc.
3.3 Sina News
URL: [login to view URL]
Sample Sections: Domestic, International, Sports, Entertainment, etc.
3.4 Sohu News
URL: [login to view URL]
Sample Sections: Domestic, International, Sports, Entertainment, etc.
4. Functional Requirements
4.1 Data Collection
Category Classification: Based on the target website’s category structure, store articles under the following classifications:
News (e.g., Domestic, International)
Sports (e.g., NBA, Football)
Entertainment (e.g., Movies, Celebrities)
Article Archiving: Each article must be archived under its corresponding category to ensure organized data management and retrieval.
4.2 Data Fields
Each article must collect and store the following fields:
Title
Keywords
Description
Main Title (h1)
Article Content: Remove image URLs, retaining only textual content.
4.3 Data Format
File Format: Save each article as a .md (Markdown) file.
File Structure:
Header: Includes fields like title, keywords, description, etc.
Body: Contains only textual content without image URLs or HTML code.
HTML Code Cleaning:
Remove unnecessary tags and scripts, ensuring only content-related text data is retained.
4.4 Collection Frequency
Scheduled Tasks: Collect newly added articles daily.
Data Deduplication: Ensure previously collected data is not duplicated.
4.5 Dynamic IP Switching
IP Pool Management: Implement a dynamic IP pool, regularly switching collection IPs to avoid IP bans.
Proxy Mode: Support proxy mode with automatic IP detection and switching.
4.6 Data Storage
Storage Path: Save each website’s data under corresponding server folders based on categories.
Example Paths:
javascript
复制代码
/storage/news/163/
/storage/news/tencent/
/storage/news/sina/
/storage/news/sohu/
Category Directory Structure:
javascript
复制代码
/163/Sports/
/163/Entertainment/
/163/News/
5. Technical Requirements
5.1 Data Collection Technology
Dynamic Page Loading Support: Support scraping dynamically loaded pages (e.g., AJAX content). Recommended tools:
Puppeteer
Playwright
Data Parsing:
Python: Use BeautifulSoup
Node.js: Use Cheerio
5.2 IP Proxy
Proxy Pool Management: Support multiple proxy pool management tools, such as:
Bright Data
Self-built Dynamic Proxy Service
5.3 Data Storage and Cleaning
Markdown Data Saving Plan:
File Naming: Use article titles or unique IDs to prevent duplicates.
Content Formatting: Ensure clear formatting suitable for subsequent AI training or display purposes.
6. Additional Recommendations
6.1 Collection Logging and Monitoring
Log Recording: Save logs for each collection session, recording successfully and unsuccessfully collected articles.
Real-time Monitoring: Monitor collection frequency and IP status in real-time to ensure stable task operation.
6.2 Data Update Strategy
Incremental Updates: Provide daily incremental update interfaces to facilitate subsequent data processing and analysis.
Historical Version Saving: Save historical versions of articles with content modifications for comparison purposes.
6.3 Anti-Scraping Measures
Simulate User Behavior:
Add features to simulate user behavior, such as random access intervals and mouse scrolling.
User-Agent Updates:
Regularly update User-Agent strings to mimic real user access.
6.4 Scraper Performance Optimization
Distributed Scraping: Enhance task processing efficiency through distributed scraping (e.g., Scrapy Cluster).
Content Deduplication and Compression:
Deduplicate and compress collected content to reduce storage space usage.
7. Project Implementation Plan
7.1 Project Phases
Requirement Analysis and Confirmation
System Design
Development and Implementation
Testing and Optimization
Deployment and Launch
Maintenance and Updates
7.2 Timeline
Requirement Analysis and Confirmation: 1 week
System Design: 2 weeks
Development and Implementation: 4 weeks
Testing and Optimization: 2 weeks
Deployment and Launch: 1 week
Maintenance and Updates: Ongoing
8. Risks and Mitigation
8.1 Risk Identification
IP Bans
Target Website Structure Changes
Data Storage Anomalies
Insufficient Collection Frequency
8.2 Mitigation Strategies
IP Bans: Implement dynamic IP switching and use high-quality proxy pools.
Target Website Structure Changes: Regularly monitor website structures and promptly adjust scraping scripts.
Data Storage Anomalies: Adopt redundant storage and regular backup strategies.
Insufficient Collection Frequency: Optimize task scheduling and improve collection efficiency.
9. Conclusion
The Crawl4AI data collection plan aims to gather structured data from major Chinese news websites through efficient and stable technical methods. By clearly defining functional requirements and technical specifications, the project ensures smooth implementation and reliable data quality. The additional recommendations further enhance system stability and resilience against risks, laying a solid foundation for subsequent AI training and data analysis.
Hello,
For the Crawl4AI Project, I understand the goal is to craft a detailed requirement document that outlines a robust data collection scheme from international news sources for AI training. With my background in technical writing and data collection for AI initiatives, I can clearly structure the complex details of your project. I'll address the technical specifications, functional requirements, and the dynamic IP management needed to avoid IP bans. My experience with AI training requirements and understanding of news data collection will ensure a comprehensive document that supports your objectives.
Could you share any specific formats or templates you prefer for the requirement document?
Regards,
Muhammad Awais
Questions:
What specific data fields, beyond text, images, and multimedia, are essential for your AI training?
Do you have preferred scraping tools or technologies in mind for this project?
Are there any other news websites you are considering expanding to in the future?
Understood, you need a detailed requirement document for the Crawl4AI project focusing on collecting structured data from international news websites for AI training. I will outline the project objectives, target websites, functional requirements like data collection and storage, technical specifications, and a project implementation plan. To tailor the document effectively, could you provide more specific details about the AI model you plan to train with this data and any specific preferences for data storage solutions? This will help in creating a comprehensive and tailored plan for your project. Thank you.
Regards,
Hello, good time
Hope you are doing well
I'm expert in MATLAB/Simulink, Python, HTML5, CSS3, Java, JavaScript and C/C#/C++ programming and by strong mathematical and statistical background, have good flexibility for solve your project. I have many experience practical and theoretical in implementation different algorithms (such as: state estimation and Kalman filter, design controller, analysis closed loop stability, signal and systems, signal processing, heuristic optimization, fuzzy logic, neural network and machine/deep learning fields). Evidence of this claim exist in the portfolio.
I have read your project description and I can help you (without any plagiarism).
Please send me the details of your project.
Thanks for attention
100% Jobs Completed, 100% On Budget, 100% On Time
⭐⭐⭐⭐⭐ 5-star reviews
⭐⭐⭐⭐⭐ Design Efficient Data Collection Document for Crawl4AI Project
❇️ Hi My Friend, I hope you're doing well. I've reviewed your project requirements and noticed you're looking for a detailed requirement document for the Crawl4AI project. Look no further; Zohaib is here to assist you! My team has successfully completed 50+ similar projects involving data collection for AI training. Let me explain how I'll tackle your project, the methods I'll employ, and the added value within your budget.
➡️ Why Me?
I have 5 years of experience in technical writing and data collection for AI and machine learning projects, specifically focusing on information gathering from news websites. My strong understanding of AI training processes helps me build documents that effectively support subsequent training needs.
➡️ Let's have a quick chat to delve into your project details. I'll showcase samples of our previous work, demonstrating our ability to design comprehensive data collection documents. I look forward to discussing this with you in our chat.
➡️ Skills & Experience:
✅ Technical Writing
✅ Data Collection
✅ AI Training
✅ News Website Analysis
✅ Structured Documentation
✅ Information Organization
✅ Requirement Drafting
✅ Multimedia Data Handling
✅ Dynamic IP Management
✅ Web Scraping Tools
✅ Proxy Management
✅ Data Storage Solutions
Waiting for your response!
Best Regards,
Zohaib
Dear Erel,
I am thrilled to present my proposal for the Crawl4AI Data Collection Specification project. With my expertise in technical writing, data collection for AI, and understanding of news websites, I am well-equipped to create a detailed requirement document tailored to your needs.
Before finalizing the project objectives, could you please provide more insights into the specific AI training processes and requirements you aim to address with the data collected from the international news websites?
Looking forward to collaborating with you on this exciting project.
Regards, Kanika
Hi, I'm Adel, an expert in web scraping with over 5 years of experience. I have a deep understanding of scraping news websites and collecting data for AI/ML projects. Here's how I'll approach your project:
I'll create a comprehensive requirement document covering all aspects - data collection scheme, target websites, data types (text, images, multimedia), technical specifications, and anti-scraping measures. My expertise in dynamic page rendering, data parsing, and IP proxy management will ensure efficient and stable data collection.
I'll design a robust system with features like distributed scraping, content deduplication, and user behavior simulation to optimize performance and bypass anti-scraping defenses. The collected data will be structured and formatted precisely for seamless AI training integration.
To showcase my capabilities, I've successfully delivered similar projects, including scraping international news sites for a leading AI research firm and building a large-scale data pipeline for an NLP startup.
I'm excited to discuss your project's specifics. Could you share more details about the expected data volume, update frequency, and any specific AI model requirements? This will help me tailor the solution to your needs.
Hi there,
I’m offering a 20% discount on my services and have 7 years of experience in Python development and data collection projects. I’m excited to assist you with the Crawl4AI project, focusing on developing a robust data collection framework tailored to your specifications.
I will design and implement a highly efficient web crawler that collects and structures data as per your requirements while adhering to ethical scraping guidelines. The solution will feature error handling, dynamic content extraction, and scalability to manage large datasets effectively. Additionally, I’ll ensure the output format aligns with your AI model's needs, whether JSON, CSV, or direct database integration.
Let’s discuss your project in more detail, and I’ll deliver a professional and fully customized data collection solution for Crawl4AI. I look forward to collaborating with you!
Best regards,
Sohail Jamil
Hey! As a seasoned specialist in technical writing and data collection for AI training, I can help you create a detailed and structured requirement document for the Crawl4AI project.
Here's how I can help:
- Develop a comprehensive data collection plan for AI training, ensuring coverage of international news websites.
- Define clear technical specifications for collecting textual content, images, and multimedia from targeted sites.
- Structure the document with detailed information on data fields, file formats, storage, and proxy management.
- Ensure all aspects of data storage, frequency, and collection optimization are aligned with your goals.
- Provide recommendations for scraping performance, logging, and anti-scraping measures.
Having completed 350+ similar projects and running my own startup, I understand the importance of clear, concise documentation to support smooth AI training operations. I’ll ensure that the requirements are outlined clearly for your team to implement.
Before we proceed, I’d love to clarify a few things:
- Are there any specific challenges with data collection from news websites that you'd like to address?
- Do you have any preferred tools or technologies for the scraping process, or are you open to recommendations?
I am ready to provide the most satisfying result, let's discuss further in chat.
We specialize in web development and technical documentation, with extensive experience in AI, data collection, and engineering. We can help you create a comprehensive data collection specification for the Crawl4AI project, tailored to gather structured data from international news websites to support AI training.
Our approach will include a detailed document covering all aspects of your project’s data collection plan. We will structure the requirements clearly and concisely, addressing key areas such as functional specifications, technical requirements, data formats, collection frequencies, and storage strategies. We will also ensure the document outlines the tools and technologies needed for dynamic page scraping, IP proxy management, and data deduplication.
With a deep understanding of AI and web scraping techniques, we can help you draft precise specifications for collecting data from target websites like NetEase, Tencent, Sina, and Sohu. This will include information on article categorization, content extraction, IP switching, and storage management.
We are committed to delivering high-quality, well-structured documentation that sets a solid foundation for your data collection process. Let us support you in making Crawl4AI a success.
We look forward to working on this exciting project!
Best regards
Redstone
Hi. I've read your job posting and I know I am an ideal choice to write this project.
I have good experience of more than 5 years in this field and have successfully done some projects similar to yours.
I fully understood your requirements, you will get a satisfied result.
I'm ready to start right away and
Once I get a chance, I’ll do my best to deliver you perfect results.
please contact me. Petro
With six years of experience as a full-stack engineer, I am highly qualified to create your Crawl4AI data collection requirement document. Throughout my career, I have demonstrated an ability to turn rough ideas into functional and visually appealing projects. In addition, I am a skilled technical writer and understand the complex task of collecting structured data for AI projects. My familiarity with AI training processes and news websites allows me to attentively categorize data, store it, and ensure organized management and retrieval.
Apart from their URLs, it appears you need clear divisions between the categories on each target website (news, sports, entertainment). Not only can I provide this classification in the requirement document but also neatly implement this in the actual technical execution. Furthermore, I am well-versed in using Python's BeautifulSoup for data parsing which should prove efficient for structuring the required textual content from these websites.
In conclusion, my wide-ranging technical skills and experience make me a standout choice to complete your Crawl4AI project. From mandated daily article collection and dynamic IP switching to HTML code cleaning and data storage solutions, I have demonstrated my capability time and again. My adherence to structured documentation as manifested in our requirement plan speaks to my ability to organize complex information clearly and concisely.
❤️Hi Erel C.❤️
I have thoroughly reviewed your project requirements and am confident in my ability to deliver exactly what you need.
With over7 years of experience in PHP, Engineering, MySQL and HTML5, I specialize in creating solutions that enhance user experience and optimize performance.
Why Choose Me?
• Proven Expertise: Over 7 years of hands-on experience in PHP, Engineering, MySQL and HTML5, ensuring top-notch results.
• Efficiency: Streamlined processes to save you time and reduce costs.
• Scalability: Solutions designed to grow with your business seamlessly.
• Reliability: Robust implementations to minimize downtime and ensure optimal performance.
• Customization: Tailored solutions to meet your specific needs and objectives.
• Ongoing Support: 4 weeks of support and maintenance to ensure smooth project operation.
I am excited to share examples of my previous work and discuss how I can contribute to your project.
Looking forward to your response.
Best regards, Serhii P
Hi there,
I’ve carefully read your project description - Crawl4AI Project: Data Collection Specification and really interested in this job.
I’m a full stack engineer for 8+years experience and can offering best quality and highest performance during your timeline.
I’m ready to discuss your project and can start immediately.
I'd like to talking about your proposals via chat.
I will wait for your reply
Thanks!
Yurii.
Hello, I am excited to develop a detailed requirement document for the Crawl4AI project. I assure you of high quality results. Please open the chat box so that we can discuss this project in more detail.
As an experienced freelancer well-versed in data collection and technical writing, I offer a targeted skill-set ideally suited to your Crawl4AI project. Throughout my career, I have consistently delivered well-structured, comprehensive documents with a focus on data intelligibility. My familiarity with AI training processes will contribute to a well-rounded requirement blueprint for the project.
In terms of experience, I'm no stranger to data gathering projects for technology purposes. I have previously worked on similar projects involving data collection for AI and machine learning, which underscores my adeptness in this field. Notably, I've successfully navigated the complexities of retrieving structured data from news websites for a previous ML training venture.
My expertise extends to employing technologies such as Puppeteer and Beautiful Soup, skills that align seamlessly with your requirements for dynamic page loading support and HTML code cleaning. In executing these tasks, I have consistently maintained an extensive protocol of IP pool management to ensure uninterrupted scraping and consistent data quality.
Partnering with me for your Crawl4AI project means choosing someone adept at structuring complex information concisely while keeping your AI training goals at the forefront. Let me leverage my significant technical writing skills, eclectic understanding of AI training processes, and vast practical experience in data collection from news websites to shape the su
Hello,
I'm a skilled technical writer with expertise in creating detailed requirement documents for AI and machine learning projects. I can deliver a comprehensive and professional requirements document for the Crawl4AI project, focusing on structured data collection from international news websites to support AI training.
The document will cover:
Data Collection: Methods for extracting textual content, images, and multimedia from target sites.
Technical Specifications: Tools for web scraping, dynamic page handling (e.g., Puppeteer, Playwright), and proxy management for anti-scraping measures.
Data Organization: Formats like Markdown for structured storage, with category-based archiving and deduplication strategies.
Enhancements: Recommendations for incremental updates, logging, and performance optimization, ensuring high-quality data for AI training.
With experience in AI data preparation and technical documentation, I will ensure clarity and actionable details. Please share additional project specifics or guidelines, and I’ll create a document tailored to your goals.
Looking forward to collaborating and delivering a high-quality result.
Best regards,
Roiberth.
Hello there!
Going through your job description, I believe my skill set makes me an excellent fit. I have experience working on similar project, which I'm confident will be valuable as I contribute to your efforts.
I'm available to start immediately and would welcome the opportunity to discuss the project specifics with you. Please let me know if you have any questions or need any additional information from me.
I look forward to the chance to work with you on this project.
Best regards,
Elvis Miladinovic
Hello, Erel C., thanks for posting the job "Crawl4AI Project: Data Collection Specification". I have the necessary skills, knowledge and expertise to help you complete your project and have successfully completed projects of very similar complexity 3 weeks ago.
I'm available to start immediately and can deliver you of high-quality work with fast speed and efficiency.
I'd like to share my work and discuss the project in detail via direct chat or call. Looking forward to working with you!
Best regards,
William
Hello Erel,
I am Shubham, a seasoned professional with over 7 years of experience in HTML5. I have carefully reviewed the requirements for the Crawl4AI project and am confident in my ability to deliver a detailed requirement document for the data collection plan.
For the Crawl4AI project, I plan to employ a comprehensive approach that includes data collection from international news websites like NetEase News, Tencent News, Sina News, and Sohu News. I will utilize my expertise in AWS, Lambda, Amplify, DynamoDB, S3 Bucket, API Gateway, and other relevant technologies to ensure efficient data collection, storage, and management. Additionally, my experience with microservices, NGINX, DevOps, EC2, and API integration will be instrumental in structuring the data clearly and concisely.
I kindly request you to initiate a chat to discuss the project details further.
Best regards,
Shubham
Greetings Erel,
I understand the requirements of the "Crawl4AI Project: Data Collection Specification" and am confident in my ability to assist. Let's connect in chat to discuss the project details further. Looking forward to collaborating with you.
