Agentic RAG Platform 'Krugle Biblio' Added to System Maintenance AI Platform 'Krugle'
Krugle Biblio, an Agentic RAG platform capable of preprocessing and analyzing Excel and PDF specs, has been added to the Krugle platform, aiming to solve legacy migration challenges.
📋 Article Processing Timeline
- 📰 Published: April 6, 2026 at 18:43
- 🔍 Collected: April 6, 2026 at 10:00
- 🤖 AI Analyzed: April 21, 2026 at 04:32 (354h 32m after Collected)
## 🔹The Full Picture of the Krugle Platform with Krugle Biblio
In the Krugle platform newly equipped with Krugle Biblio, proprietary preprocessing is applied to various files containing unstructured data, such as source code, Excel, and PDF files, before executing "Krugle Search" and "Krugle Biblio" processes.
## 🔹Three Notable Features of Krugle Biblio
### 1) Solving the Challenges of Excel Specifications
By applying proprietary preprocessing and converting them into a RAG structure, we have made it possible to analyze file formats like Excel and PDF, which have traditionally been difficult for conventional AI to comprehend. This allows these files to be linked with LLMs, dramatically improving the accuracy of overall system analysis.
In Japan, there is a deep-rooted culture of creating system specifications and design documents in Excel, which has become a major factor hindering legacy migration. Krugle Biblio solves this issue from its very foundation.
### 2) Usable Like an LLM Trained on Company-Specific Data
In addition to file-level preprocessing, it groups source files into collections based on the objective, and generates vector/knowledge indexes for each collection.
This preprocessing significantly improves the search accuracy of the Agentic RAG, making it possible to utilize it as if it were an LLM exclusively trained on your company's proprietary data.
### 3) Diverse Application Development Possible via API Integration
Krugle Biblio comes equipped with an OpenAPI-compliant standard API, enabling integration with various applications and the development of new ones. Discussions are already underway for integration with multiple products, including chatbots and BI tools.
## 🔹How Krugle Biblio Works
It allows for the cross-sectional organization of relationships for all kinds of corporate data (source code, peripheral documents, data) based on specific purposes. With the release of this innovative Krugle Biblio, Krugle powerfully supports legacy migration, a significant social issue in Japan.
In the Krugle platform newly equipped with Krugle Biblio, proprietary preprocessing is applied to various files containing unstructured data, such as source code, Excel, and PDF files, before executing "Krugle Search" and "Krugle Biblio" processes.
## 🔹Three Notable Features of Krugle Biblio
### 1) Solving the Challenges of Excel Specifications
By applying proprietary preprocessing and converting them into a RAG structure, we have made it possible to analyze file formats like Excel and PDF, which have traditionally been difficult for conventional AI to comprehend. This allows these files to be linked with LLMs, dramatically improving the accuracy of overall system analysis.
In Japan, there is a deep-rooted culture of creating system specifications and design documents in Excel, which has become a major factor hindering legacy migration. Krugle Biblio solves this issue from its very foundation.
### 2) Usable Like an LLM Trained on Company-Specific Data
In addition to file-level preprocessing, it groups source files into collections based on the objective, and generates vector/knowledge indexes for each collection.
This preprocessing significantly improves the search accuracy of the Agentic RAG, making it possible to utilize it as if it were an LLM exclusively trained on your company's proprietary data.
### 3) Diverse Application Development Possible via API Integration
Krugle Biblio comes equipped with an OpenAPI-compliant standard API, enabling integration with various applications and the development of new ones. Discussions are already underway for integration with multiple products, including chatbots and BI tools.
## 🔹How Krugle Biblio Works
It allows for the cross-sectional organization of relationships for all kinds of corporate data (source code, peripheral documents, data) based on specific purposes. With the release of this innovative Krugle Biblio, Krugle powerfully supports legacy migration, a significant social issue in Japan.