Document AI application
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A) Database design: Determine the structure of your database based on the information you want to store. Identify the necessary tables and the relationships between them. For example, you might have a table for suppliers, one for customers, one for documents (invoices, orders), one for products, and so on. Define the attributes of each table and the primary and foreign keys to establish the relationships between them.
B) Database creation: Use a relational database management system (RDBMS) such as MySQL, PostgreSQL, or Microsoft SQL Server to create your database. Follow the specific instructions of the chosen RDBMS to create the tables, define the attributes and relationships.
C) Data extraction: Use the information extraction techniques described earlier to extract the relevant data from the documents. You can use machine learning methods or other techniques to extract the desired information and associate it with the corresponding database tables.
D) Data insertion into the database: Use SQL language or a data import tool provided by your RDBMS to insert the extracted data into the database. Use INSERT statements to insert records into the appropriate tables, following the defined relationships.
E) Quality control: Verify the correctness of the data inserted into the database. Run queries to extract the data and compare it with the original documents to ensure the accuracy of the extracted information.
F) Data querying and analysis: Use SQL language to query the database and retrieve data based on specific criteria. You can run complex queries to extract detailed information, generate reports, or analyze the data for decision-making purposes.
G) Updating and maintenance: If the Document AI project is ongoing and new documents are being extracted regularly, you will need to plan for updating the database with the new data. You can create scripts or automated procedures for inserting the newly extracted data into the existing database.
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ID Proiect: #36673783
Detalii despre proiect
47 freelanceri licitează în medie 594€ pentru acest proiect
Hi there! My name is Raman and I am a top-rated, experienced PHP, WordPress, WooCommerce, Data Scrapping, Buddypress, and React Native specialist. I understand that you are looking for someone to create Document AI app Mai multe
Hi Dear, #Take a minute…# Greetings of the day! I hope you're doing well. I'm interested in your post project.** I am confident to Build a AI Application My experience and expertise allow me the confidence to deliver Mai multe
Based on the project requirements, I am excited to apply my expertise in Database Design and Management to deliver a robust solution. My skills and experience in using MySQL, PostgreSQL, and Microsoft SQL Server make m Mai multe
Hi there,I'm biddin on your project "Document AI application" I have read your project description and i'm an expert in Machine learning/Python/C++/Java and Data science therefore i can do this project for you perfectl Mai multe
Revolutionize your document processing with our expertly crafted Document AI application. As a highly experienced database designer and document processing specialist with over 10 years of experience, I am confident t Mai multe
I am confident that I am the best fit for this project. With my expertise in machine learning and deep learning, I can deliver highly accurate results for you. Additionally, I have experience in data extraction, data i Mai multe
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Dear Sir, Are you looking for an experienced database developer to design, create, and maintain a database for your Document AI project? I am Smith, a highly skilled database programmer, with expertise in Python, MySQ Mai multe
Dear Client, I am an experienced Python developer who focused on NLP. I had many projects regarding data extraction from documents using NLP libraries such as spaCy, Tabula, PDFminer, etc. With my experience in MyS Mai multe
Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp Mai multe
Hi there! Thanks for considering me for this job. I understand that you are looking for a person to create an AI application based on Document AI and that you would like the project to be done by October 31st. With mor Mai multe
Hi, I have seen project "Document AI application", I am free and available to work. I am verified expert freelancer ☑️ in Python, MySQL, Database Administration, Database Programming and Database Development skills. L Mai multe
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Hi, I am an expert in database architect that I have a very good experience in creating larger databases(Mysql, Sql, Postgresql) We are an expert team, have 7+ years of experience on FullStack development which includ Mai multe