0.5.4

smartmind

2026년 3월 17일

New Features

Enhanced Concept-Evidence Graph for File & DB Collections

  • Added a graph feature to visualize relationships between concepts and verify supporting evidence

  • View detailed information and evidence through a drawer by clicking on concept nodes or edges

Category

Key Functions

File Collection

Added ability to view individual graphs for each document

DB Collection

Generate Concept-Evidence Graphs at any time from the Knowledge Graph page after schema graph generation

 Added Indexing Visualization Menu for File Collections

  • Added a menu to visually confirm indexing status and processed data for each document

Index Type

Key Metrics & Management Items

Vector

Indexing status per document, total chunk count, and token usage info

Full-text

Check chunk content and length, and verify highlights and scores via chunk search

Summary

View and edit document summaries, and check summary coverage
(Available when 'Summary' index is enabled)

Integrated DB Collection Context & Question-SQL Examples

  • Added context and Question-SQL examples management to aid database understanding

Function

Description

Context Management

Create, edit, and delete name/content-based contexts that assist Qurify in understanding database data

Question-SQL Examples

Automatically generate or manually add question & SQL pairs using schema and table info

Generation Options

Configure detailed settings such as iteration count, generation direction (SQL-to-Q/Q-to-SQL), and reference count

Enabled DB Collection Querying in Chat

  • Added functionality to select DB collections during chat for relevant queries

  • Introduced specialized tools for DB collection-based conversations

Function

Description

Data Info Retrieval

Browse detailed database information, including tables and columns

SQL Example Usage

Search for and execute registered SQL examples directly

Expanded Supported Dialects for DB Collections

  • Added support for various Database Management Systems (DBMS) beyond PostgreSQL

  • Newly added dialects: MySQL, MSSQL, Oracle, Databricks

Improved UI for Tool Results and In-Conversation Knowledge Graphs

  • Enhanced readability by rendering qurify_files MCP tool results and search index settings in a table format

  • Added functionality to switch between two view types for knowledge graphs provided in conversation results

Category

Description

Graph View

Visualize relationships through a network of nodes and edges

Data View

Browse the raw data constructing the graph in a table format

Changes

Advanced RAG Retrieval Performance

  • Improved response quality by removing unimportant or redundant information from RAG retrieval results

Reorganized DB Collection Management UI Layout

  • Updated the main UI structure to allow unified management of contexts, schemas, and examples

Improved General Usability

  • Expanded the clickable range of checkboxes and buttons within tables to enhance user convenience

Contact

전화 070-7151-9357

서비스 이용약관

개인정보 처리방침

스마트마인드 AI 주식회사

사업자 등록번호 : 552-81-01061

호스팅 서비스 : 스마트마인드 AI 주식회사 | 정보통신업

06307 서울특별시 강남구 논현로16길 11, 4층
(개포동, 개포1230빌딩)

Contact

전화 070-7151-9357

서비스 이용약관

개인정보 처리방침

스마트마인드 AI 주식회사

사업자 등록번호 : 552-81-01061

호스팅 서비스 : 스마트마인드 AI 주식회사 | 정보통신업

06307 서울특별시 강남구 논현로16길 11, 4층
(개포동, 개포1230빌딩)

Contact

전화 070-7151-9357

서비스 이용약관

개인정보 처리방침

스마트마인드 AI 주식회사

사업자 등록번호 : 552-81-01061

호스팅 서비스 : 스마트마인드 AI 주식회사 | 정보통신업

06307 서울특별시 강남구 논현로16길 11, 4층
(개포동, 개포1230빌딩)