Agentic AI-PoweredNext-Generation Hybrid Search Solution
This solution is an integrated intelligent platform that combines the proven high-performance keyword search engine R2Find with agentic AI technology capable of autonomous reasoning and action. Moving beyond conventional systems that simply list search results, it allows AI to develop its own search plans, use a range of tools, and produce in-depth reports.
Agentic Workflow
Autonomous Reasoning and Planning
The LLM analyzes user intent and independently determines whether to respond immediately, use tools, or perform an external search.
Tool Use
It actively invokes search engines, internal APIs, code interpreters, and other tools to complete complex tasks.
MCP (Model Context Protocol) Support
By adopting the open standard protocol proposed by Anthropic, it connects seamlessly to data sources including internal databases and internet search services.
R2Find (Solr/Elasticsearch)
Provides ultra-fast indexing for large-scale data and precise Korean morphological analysis.
Dual Search Strategy
Combines the precision of keyword search with vector-based semantic similarity to deliver the most relevant context.
Advanced AI Search Capabilities
Deep Research
Runs a recurring “plan → search → analyze → search again” loop
Automatically generates expert-level, in-depth research reports
AAG Technology
Augmentation After Generation
Controls hallucinations and improves response speed
Domain-Specific sLLM
A small language model enhanced with LoRA and quantization
Reduces operating costs and optimizes deployment in secure environments
ARGONET’s Technology Advantages
Arari Analyzer
ARGONET's proprietary morphological analyzer
Advanced Pipeline
An optimized RAG pipeline built on LangChain and LlamaIndex
Performance and Reliability
Fast indexing and a proven distributed-cluster architecture