Overview
Search Augmentation Generation AI Solution
- Korea’s first RAG solution that incorporates 24 years of natural language processing technology!
-
WISE iRAG is the first RAG solution in Korea that reflects Wisenut's natural language processing know-how gained through businesses in various fields over 24 years, ensuring optimal performance to solve LLM's limitations of knowledge and hallucination problem of answers.
It has Document AI technology that can handle any document in various formats and complex structures, as well as the technology to chunk text without omission. It is the best RAG solution in Korea that provides optimal results with a hybrid search that combines intuitive and easy-to-control keyword search with semantic-based vector search through thousands of search business know-how.
STRONG POINT
-
Accurate and reliable hybrid
search containing 24-year
long expertise. -
Duplicate removal
and optimal chunking -
Optimized processes
and quick responses -
Flexible connection
of various LLMs, including
its own language model -
Specialized LLM fine-tuning
for various businesses -
Provision of a convenient
integrated management
tool based on GUI
SYSTEM DIAGRAM
APPLICATION AREAS
MAIN FUNCTION
-
-
Indexing Function
-
Real-time indexing support
Provision of automatic recovery when indexing is interrupted
Provision of various indexing methods: keyword, vector, and field-based indexing
Supports large-capacity data processing with index optimization
Maintaining data consistency and removal of duplication
-
-
-
Search Function
-
Keyword-based and vector-based search
Support for similar query expansion and sentence expansion models
Extraction of Boolean operation expression and application of field boosting
Index optimization for fast search speed
Re-Ranker provides sophisticated results.
Support for search filters and customized search by conditions
-
-
-
Preprocessing Function
-
Maximization of search efficiency with chunk optimization
Removal of duplicated documents and maintaining data consistency
Automatic addition of metadata and their management
Removal of special characters and unnecessary information
Maintaining document suitability and optimizing data
-
-
-
Analyzing Results and Optimizing Responses
-
Extraction of optimal answers from search results
Improved response speed with optimized prompts
Various result filtering and conditional adjustments
Sorting and optimizing search results
-
-
-
Integrated Management Function
-
Provision of GUI-based intuitive integrated management tools
Integrated management support, such as indexing, search, and analysis
Customized function setting that considers ease of use
Provision of real-time monitoring and performance management tools
-
ADMINISTRATIVE TOOLS
The WISE iRAG management tool provides GUI-based intuitive management tools
and can support integrated management such as answer simulation, model management, prompt management, etc.
- Answer Simulation
-
Customers can choose from hybrid search/vector search/keyword search
to conduct answer simulation.
- Learning Data Management
- You can manage learning data for LLM and Retriever.
-
03Prompt Management
-
04Model Management
-
05Statistics
-
06Management of System Integration Log
SUCCESS STORY
Project Name
Expressway Corporation's
generative AI chatbot
Main functions
Response based on laws, regulations, policies, and documents
incoming/outgoing from/to key agencies
Interworking in-house messenger
Document summary and translation function
My own AI learning function
Service Screen
REFERENCE
| Customer | Project content |
|---|---|
 |
|
 |
|
 |
|
 |
|
| ‘G'Bank |
|
