Assa Abloy company logopost Office company logoJoules company logoYale company logoEvans Cycles company logoHalfords company logoRapha logo
Assa Abloy company logopost Office company logoJoules company logoYale company logoEvans Cycles company logoHalfords company logoRapha logo

Enhance the accuracy with RAG Search

RAG Search delivers accurate, contextually relevant answers by combining real-time data retrieval with advanced computational responses. This powerful solution ensures you receive timely, precise information tailored to your specific queries, providing the confidence of data-driven insights that align with your goals.

About technology

What is RAG Search?

Retrieval

In the retrieval phase, you start by submitting your question, setting the stage for a focused search. RAG Search takes your query and prepares to find the most relevant information.

Augumentation

The retrieved information is integrated with the user’s query. RAG Search taps into a vast pool of real-time data, blending it with advanced, generated insights.

Generation

The model takes the combined input, which includes both the user’s query and the retrieved data, to produce a coherent, informative, and context-aware response.

Why choose RAG Search for your project?

Your success is our mission, driven by a dedicated team

We’ve got your back! Our dedicated team of seasoned experts is perfectly matched to your project’s needs, ensuring you receive tailored support every step of the way.

Szymon Łukaszewicz

Software Engineer Team Lead

Wojciech Jaśkiewicz

Senior Software Engineer

Wojciech Półtorak

Software Engineering Manager

RAG Search in different industries

E-commerce

RAG can retrieve detailed product information, reviews, and availability from a retailer’s database and then generate personalized shopping suggestions or support answers, improving the customer experience.

Fashion

RAG Search in the fashion industry enables personalized product recommendations, trend forecasting, and faster product discovery by retrieving and augmenting relevant data for customers.

Finance

RAG can retrieve financial data, market trends, and company reports, and then generate in-depth analyses or recommendations for financial advisors and clients, ensuring more data-driven investment decisions.

Travel

RAG can pull data from various travel databases (flights, hotels, activities) and generate personalized travel recommendations or real-time booking options based on the user’s preferences and constraints.

Our toolbox

Using the latest tools, we deliver optimal results and exceptional quality, maximizing efficiency for our clients.

Front-end

We utilize leading frontend frameworks like React.js, TypeScript, and Angular to craft the user-facing layer of your product, ensuring a seamless and engaging user experience.

Back-end

Our backend development is powered by robust technologies like Python, Kotlin, Java and PHP, which manage your application's core functionality, data processing, and server-side operations.

Database management

We implement reliable databases such as RDBMS, noSQL, and Vector to efficiently store and manage your application's data, ensuring quick access and secure data handling.

Cloud services

Leveraging cloud platforms like AWS, Azure, Adobe and Google, we offer scalable and flexible solutions that allow your application to run smoothly and grow with your business needs.

Artificial intelligence

We integrate AI technologies such as machine learning and natural language processing to add intelligence to your applications, enabling advanced data analysis and automated decision-making.

Frameworks

We rely on proven frameworks like Spring and Spring Boot, to provide a solid foundation for your application, ensuring it is built efficiently, securely, and is easy to maintain.

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What clients say about us

“I’ve been really impressed with the Eclipse team throughout the project. The feedback from my colleagues has also been great and the Exec team are very impressed with the output.”

Lee Faetz / Assa Abloy, E-Commerce Director

“We think of this new concept format as the future of Halfords; one where customer experience is seamlessly, consistently and conveniently executed across all locations in a town, and we are delighted to unveil it in Colchester. Whether it’s a roof box for the next family holiday, a bike safety check or the annual MOT, these changes make it easier than ever to find product solutions, book services and access our expert colleagues to ultimately keep our customers on the move.”

Graham Stapleton / Halfords CEO

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