QAGPT – searching through a knowledge base of documents
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About
QAGPT is an easy-to-use web application that uses AI to deliver data-driven insights from user-uploaded documents. It uses Retrieval Augmented Generation, combining machine learning with database management, to index information and intelligently retrieve relevant data in response to user queries. Read more
CASE STUDY DETAILS
Strongbytes
Consultancy
Iasi, Romania
Project work
1 - 5 people
Less than 3 Months
<20K
Agile
FOCUS AREA
Challenge, approach, and impact
Overwhelming influx of data and documents
The digital age has brought about an influx of documents and data that can be overwhelming and time-consuming for organizations to manage manually. This challenge intensifies with the size of the organization and the volume of data, often leading to operational inefficiencies and errors.
Understanding document content
Beyond mere retrieval, QAGPT understands the document content. It uses language models to interpret queries, providing precise, accessible answers based on the data found. Offering a contextual understanding of queries, it surpasses traditional search engines in ensuring the relevance and usability of the information provided.
Testimonials
“QAGPT is fundamentally an exploratory tool, designed to investigate how large language models can address the challenges of information overload. It isn’t a final product, but rather a stepping stone that showcases the potential of such technologies. It has been designed to mesh with an organization’s existing infrastructure, enhancing data retrieval within a broader ecosystem. It serves as a basis for further development, encouraging collaboration with Strongbytes to build additional features and customize it according to specific needs, making it a starting point for innovation.“ Read more
Anonymous
Delivery Manager
VERIFIED
“QAGPT is fundamentally an exploratory tool, designed to investigate how large language models can address the challenges of information overload. It isn’t a final product, but rather a stepping stone that showcases the potential of such technologies. It has been designed to mesh with an organization’s existing infrastructure, enhancing data retrieval within a broader ecosystem. It serves as a basis for further development, encouraging collaboration with Strongbytes to build additional features and customize it according to specific needs, making it a starting point for innovation.“ Read more
Anonymous
Delivery Manager
VERIFIED
“QAGPT is fundamentally an exploratory tool, designed to investigate how large language models can address the challenges of information overload. It isn’t a final product, but rather a stepping stone that showcases the potential of such technologies. It has been designed to mesh with an organization’s existing infrastructure, enhancing data retrieval within a broader ecosystem. It serves as a basis for further development, encouraging collaboration with Strongbytes to build additional features and customize it according to specific needs, making it a starting point for innovation.“ Read more
Anonymous
Delivery Manager
VERIFIED
“QAGPT is fundamentally an exploratory tool, designed to investigate how large language models can address the challenges of information overload. It isn’t a final product, but rather a stepping stone that showcases the potential of such technologies. It has been designed to mesh with an organization’s existing infrastructure, enhancing data retrieval within a broader ecosystem. It serves as a basis for further development, encouraging collaboration with Strongbytes to build additional features and customize it according to specific needs, making it a starting point for innovation.“ Read more
Anonymous
Delivery Manager
VERIFIED
“QAGPT is fundamentally an exploratory tool, designed to investigate how large language models can address the challenges of information overload. It isn’t a final product, but rather a stepping stone that showcases the potential of such technologies. It has been designed to mesh with an organization’s existing infrastructure, enhancing data retrieval within a broader ecosystem. It serves as a basis for further development, encouraging collaboration with Strongbytes to build additional features and customize it according to specific needs, making it a starting point for innovation.“ Read more
Anonymous
Delivery Manager
VERIFIED
“QAGPT is fundamentally an exploratory tool, designed to investigate how large language models can address the challenges of information overload. It isn’t a final product, but rather a stepping stone that showcases the potential of such technologies. It has been designed to mesh with an organization’s existing infrastructure, enhancing data retrieval within a broader ecosystem. It serves as a basis for further development, encouraging collaboration with Strongbytes to build additional features and customize it according to specific needs, making it a starting point for innovation.“ Read more
Anonymous
Delivery Manager
VERIFIED
Team Structure
Client Team
Project stakeholder
CTO
Vlad Zelinschi
The client stakeholders at Strongbytes were working closely with the team at Strongbytes
Vendor Team
Governance
1 x Software Architect
Production
1 x DevOps Engineer
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