DocuMentor

DocuMentor is an innovative tool where Super Agent systemizes documents into knowledge tailored to your purpose, providing you with Agents.
Simply provide your documents and tell us your purpose, and you can easily create your own knowledge-based Agent service.

Service Scenario

Super Agent: Understanding Documents to Transform into Knowledge Systems

In an AI Agent service that combines your documents with LLM (Large Language Models), the smallest unit of information,
a Chunk, is a key factor determining the accuracy of answers and service quality.
DocuMentor goes beyond merely dividing documents; it focuses on systematically structuring each Chunk as meaningful knowledge.
The Super Agent clearly identifies your purpose based on the provided documents and utilizes various
specialized Agents to systemize knowledge in the most efficient way.
This generates Chunks with rich contextual information relevant to your purpose, maximizes search efficiency, and logically and systematically connects knowledge to always provide accurate and reliable information.

DocuMentor Studio

Super Agent: Understanding the Intent of Knowledge Utilization

Upload your documents in DocuMentor Studio.
The Super Agent will understand your documents, grasp your intent, and recommend a knowledge system.
Clearly state your purpose to enable even smarter knowledge systematization.

Constructing Knowledge Systems Tailored to Your Purpose.

Understanding your intent, the Super Agent comprehends the functions of each specialized Agent
and devises an execution plan by combining tools with optimal strategies.
This plan is optimized into the most efficient execution method, comprehensively considering your document content and infrastructure environment.

Sub Agents Utilize the Most Optimal AI Models.

Each specialized Agent utilizes the AI model best suited to perform its role, considering the characteristics of the document content, available models, and costs.
It can be flexibly configured to match your infrastructure environment, including downloading local models or integrating external APIs as needed.

Knowledge Agent

Experience the Most Efficient Knowledge Utilization

Studio provides various Agents to effectively utilize the knowledge generated.
Chatbots, reports, and recommendation Agents can be integrated with the knowledge system for desired purposes or offered as services to others.
Agents retrieve knowledge from the Vector DB based on their purpose, combine information, and generate responses with specialized prompts.

Service Architecture

From Documents to AI Agent

DocuMentor transforms documents into structured knowledge, supporting the creation of AI Agents.
When you provide documents, the Intent Agent analyzes the content and proposes an optimized knowledge system to you.
Once you set a goal based on the proposed knowledge system, the Intent Agent understands your intent and transmits it to the Super Agent.
The Super Agent consolidates your intent, document content, and configured strategies
to select the most suitable Sub Agent and formulate an execution plan for knowledge systematization.
If this plan aligns with your intent, it is executed immediately to build the knowledge system.
The established knowledge system can be extensively utilized as a knowledge-based Agent service by linking with various Agent Templates.

Experience Continuously Expanding AI Services at Optimal Cost

DocuMentor operates through LLMOps with an architecture integrating various technologies from the Mellerikat platform.
Through the Mellerikat platform, you receive AI Packs with refined Sub Agent logic or newly added Sub Agents,
ensuring each Sub Agent operates with the optimal model considering performance and cost.
The Template Marketplace offers new Agent Templates, enabling effective knowledge utilization for various purposes.
Furthermore, the created Agents can receive intelligent services and performance analysis of knowledge utilization through Observability.