QTSC9, Quang Trung Software City, District 12, Ho Chi Minh City, Viet Nam
Build with Amazon Bedrock and LangChain: Leverage the power of AI
Explore the power of Generative AI in the cloud with Amazon Bedrock and LangChain Lab. Learn about applications, security tools, hands-on labs, successful case studies, and tools to automatically create database queries.
Recently, Aegona had the opportunity to participate in Amazon's event to learn about Generative AI applications and tools to support the customization of AI platforms. Read the article below to learn about information from the event.
1. Introduction and applications of Generative AI
Generative AI is an emerging field in artificial intelligence, capable of generating new and creative content such as text, images, audio, video, etc. based on learned data. Generative AI has huge potential in many areas, including:
- Create creative content: Write articles, compose music, design graphics, and more.
- Increase work efficiency: Automate tedious tasks, summarize text, translate documents, and more.
- New product development: Generate new product ideas, design user interfaces, and more.
- Improve customer experience: Personalize content, provide customer support, and more.
- Scientific research: Data analysis, scientific model development, etc.
>> Read more: CLOUD-BASED DEVELOPMENT
2. Amazon Bedrock and LangChain Lab: Powerful tools for generative AI on the cloud platform
Amazon offers two powerful cloud tools to support the development and deployment of generative AI applications:
Amazon Bedrock: A managed service for quickly and easily building and deploying generative AI applications. Bedrock offers features such as:
- One-click AI model deployment
- Manage data and model versions
- Automate AI tasks
- Security and monitoring
LangChain Lab: Open source framework for building AI applications based on large language models (LLM). LangChain Lab provides features such as:
- Easy-to-use API to access LLM functions
- Supports many different LLM models
- Highly customizable
>> Read more: Software Maintenance Service
3. Secure with Amazon Bedrock
Amazon Bedrock offers many security features to help you protect your data and AI applications. These features include:
- Data encryption: Your data is encrypted at rest and in transit.
- Access management: You can control who has access to your data and AI applications.
- Security Monitoring: Bedrock provides tools to monitor your AI application activity and detect potential threats.
4. Practice doing test labs with Amazon Bedrock and Langchain
Amazon offers many hands-on labs to help you get started using Amazon Bedrock and LangChain. These labs include:
- About Amazon Bedrock: This Lab introduces the key features of Bedrock and how to use it to deploy a simple AI application.
- Build a chatbot with LangChain Lab: This Lab teaches you how to build a simple chatbot using LangChain Lab and Amazon Lex.
- Summarize text using Amazon Comprehend: This lab teaches you how to use Amazon Comprehend to summarize text in Vietnamese.
>> Read more: UI/UX Design Service
5. Demo of successful case studies with Amazon Bedrock and Langchain
Amazon provides many case studies of customers who have successfully used Amazon Bedrock and LangChain to build innovative AI applications. Some examples include:
- Netflix: Netflix uses Amazon Comprehend to summarize movie and TV show content in Vietnamese.
- Airbnb: Airbnb uses Amazon Lex to build chatbots that help customers book rooms and find accommodations.
- The New York Times: The New York Times uses Amazon Translate to translate articles into Vietnamese.
6. Tool automatically creates database queries based on database structure and natural language requirements
In addition to Amazon Bedrock and LangChain, Amazon offers a number of other tools that can support generative AI development, including:
- Amazon Athena: SQL data query service for Amazon S3. Athena allows you to query your data using natural language.
- Amazon QuickSight: A data analytics service that helps you visualize your data and create reports. QuickSight provides the ability to automatically create database queries based on database software's structure and natural language requirements.
If businesses are interested in integrating technology and digital transformation into the business management process, they can contact Aegona, we are a technology and software development company, specializing in providing solutions and support. Supporting businesses in digitalizing management. If your business is interested, please contact the hotline at +84 28 7109 2939 or email [email protected] for support.
related post
Alongside other big names riding the AI wave, Copilot AI is gaining increasing attention. It’s becoming an indispensable assistant for businesses aiming to accelerate workflows, minimize errors, and optimize operations. So, what exactly is Copilot AI? How does it work, and what benefits does it bring? Let’s explore the full picture below.
RAG LLM Solution (Retrieval-Augmented Generation) seamlessly combines data retrieval with large language models (LLMs) to enable AI systems to deliver accurate, rapid responses, creating optimal user experiences. Aegona proudly stands as a leading software development company specializing in RAG LLM solutions that empower businesses to maximize the potential of AI for sustainable growth.
In the rapidly evolving global business landscape, the integration of Enterprise Resource Planning (ERP) software has become essential for streamlining operations, improving productivity, and supporting digital transformation. Enterprise Resource Planning (ERP) software connects core business processes, including HR, finance, sales, supply chain, and customer service, into a unified system that delivers real-time insights and operational efficiency.
AI Assistant is a powerful tool designed to help businesses automate IT processes, enhance operational efficiency, and improve customer experiences. For small and medium-sized enterprises (SMEs), adopting AI not only helps reduce costs but also creates a significant competitive advantage.
Businesses, regardless of whether they operate in the tech industry, are increasingly turning to IT outsourcing to reduce operational costs and improve efficiency. However, many are still unsure whether to go with an IT outsourcing service or hire a freelancer. Which is the best choice for your business? Let’s explore the answer with Aegona in the article below!
Umbraco CMS (.NET) is one of the most optimized content management platforms compared to other popular CMS platforms on the market today. However, in Vietnam, Umbraco is still relatively underutilized and not commonly chosen for CMS web development.
Inventory management effectively is essential for the success of supermarkets and grocery stores. This guide outlines how InvenTree inventory software streamlines each stage of the process, from warehouse intake to analytics and reporting.
Implementing Odoo ERP brings numerous benefits to business operations by optimizing processes and increasing efficiency. However, an incomplete implementation plan can lead to costly mistakes and delays.
Among them, health app design is becoming a promising startup trend. Applications like Google Fit, Samsung Health, and Doctor Anywhere have attracted millions of users thanks to their comprehensive support, convenience, and personalized experiences. So why should businesses invest in health app design starting today? Let’s explore some standout benefits with AEGONA.
Optimizing inventory management processes is a key factor in helping businesses improve operational efficiency and minimize costs. Inventree inventory management software is an all-in-one solution trusted by many businesses. This software offers practical benefits, making inventory management easier and more efficient. Let’s explore the standout advantages of Inventree with AEGONA in the article below.
Debt management software is a modern solution that enables businesses to efficiently manage and process outstanding debts. Aegona pioneers in implementing, integrating, and customizing professional and effective debt management software. With features such as automated reminders, payment tracking, and detailed reporting, this software helps businesses enhance financial control and minimize bad debt risks.
In the rapidly evolving financial market, the adoption of technology to optimize financial management processes is crucial for businesses to maintain competitiveness. AEGONA has partnered with Stampede Malaysia to implement Volare®, a comprehensive financial management system designed to optimize debt collection and accounts receivable processes for businesses.
In 2025, the e-commerce platform Shopee is increasing its service fees, posing significant challenges for sellers. How can businesses adapt and optimize their operations under these new conditions? Many shop owners are turning to Aegona’s inventory management software as an effective solution to streamline stock control, enhance operations, and automate sales processes.
Discover DeepSeek, the advanced AI assistant revolutionizing technology. Learn how DeepSeek can enhance productivity, automate tasks, and deliver intelligent solutions
