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Posts
0.5.5
May 18, 2026
New Features
Added Knowledge Graph (Ontology) Editing
Added functionality to manually edit knowledge graphs for DB and File collections
Supports editing nodes and edges through multi-turn interactive chat
Category | Editable Items |
|---|---|
Node | Name, Type, Description |
Edge | Keyword, Description |
Launched Qurify Mobile UI
Added dedicated mobile interfaces for key features to ensure a seamless experience on the go
Supported Screens: Login/Signup and Chat screens
Enhanced DB Collection Features
Added vector indexing and context graph generation to improve retrieval performance and visualization
Menu | Key Added Functions |
|---|---|
Schema | Table description generation, Graph generation, Vector index generation |
Example | Q-SQL example generation, Graph generation, Vector index generation |
Context | Context-based graph generation, Vector index generation, Deletion |
Advanced Token Usage Management
Added tool-specific usage tracking for more detailed cost and resource management
View model info, cost, execution count, and token usage for each MCP server and tool
Changes
Unified Side Navigation and Collection UI
Replaced the previous dynamic sidebar with a unified sidebar consistent across all pages
Improved access to Chat, Collections, and Workflow lists through the 'Common Sidebar'
Added UI indicators to display the indexing status of each collection within the sidebar and lists
Redesigned the Collection page UI
Integrated Qurify MCP Services
Merged the existing Qurify Database and Qurify Files MCPs into a single 'Qurify Ontology MCP'
Reorganized the tool lineup through migration, merging, and removal of old tools alongside the addition of new ones
Improved Login and Signup UI
Updated the images and text on the right side of the screen to better reflect Qurify's ontology-based identity
0.5.4
Mar 17, 2026
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 |
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
0.5.3
Feb 9, 2026
New Features
Added Token Usage Visualization
Added a dashboard to intuitively track token consumption based on service usage
Accessible via Profile photo -> 'Token Usage' menu at the bottom of the sidebar
Category | Key Metrics |
|---|---|
Usage Overview | Overall usage statistics including request count, total tokens, and cost |
Daily Usage | Daily usage trends and statistics for recent dates |
Usage by Provider | Analysis of token consumption for each service provider |
Usage by Model | Detailed usage information for each AI model used in conversations |
Added n8n Workflow Integration
Added the ability to browse and request n8n workflows directly
Accessible via the 'Workflow' menu in the sidebar
Provides two types of workflows (Chat Workflow, Request-Response Workflow)
Changes
Updated Settings Sidebar UI
Improved the design and menu structure of the sidebar within the settings page
Updated Collection UI
Modified document icons & indexing status badges for file collections
0.5.2
Jan 20, 2026
New Features
DB Collections
Added a management feature for DB collections based on databases
Function | Description |
|---|---|
Collection Management | Features to add new collections and refresh status |
Data Configuration | Define data scope through schema and table selection |
Table Description Generation | Auto-generation of table descriptions using LLM |
Added Conversation Question-Evaluation
Added a feature to auto-generate questions for use in conversation question-evaluation
Path: Personalization - Conversation Question Set Management - Question Set - Auto-generate Questions
Allows customization of question generation options by specifying the number of questions and inputting custom prompts
Changes
Improved Context for RAG Question-Evaluation
Switched document selection to a random sampling method
Prevents omission of specific documents and ensures data diversity
Improved Conversation and Navigation UI
Relocated DB selection: Moved from the chat sidebar into the chat input
Updated and improved the Question-Evaluation UI
Updated the side navigation menu structure
0.5.1
Jan 5, 2026
New Features
Added Conversation Question-Evaluation Management
Added a feature to manage DB-based conversation questions and evaluations.
Accessible via the button at the top of the conversation sidebar or through the Personalization page.
Advanced Management for Question-SQL Examples
Added filtering and multi-tasking features for more efficient example searching and management.
Category
Key Functions
SQL-Example Filtering
Search by specific targets: All, Question, or SQL.
Bulk Tasks
Added multi-select and bulk delete functionality for managing examples.
Advanced Collection Features and Knowledge Graph Visualization
Added a Knowledge Graph feature to visualize and analyze relationships within collection data.
Supports node search, detailed info viewing, relationship tracking, and category-based filtering.
Improved rendering speed and efficiency for large-scale Markdown documents.
Improved Conversation Usability
Added chat history deletion and updated the conversation sidebar UI.
Enhanced the conversation title extraction logic to automatically generate more intuitive titles based on content.
Changes
UI/UX and Visibility Improvements
Adjusted fonts for the sidebar and page descriptions.
Improved the Breadcrumb UI in the Personalization page.
Enhanced the UI for Table & Column Information Management and SQL-Example Management.
0.5.0
Nov 3, 2025
New Features
Added Chat History Feature
Added the ability to view previous conversation history in the sidebar and continue the chat
Added Qurify Files MCP and Advanced Document Management
Added the new Qurify Files MCP tool
Added and improved Collection Management, Document Management, and Question Answering Evaluation features
Category | Description |
|---|---|
Collection Management |
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Document Management |
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Question Answering Evaluation |
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Added In-Conversation Collection & Prompt Selection
Improved chat input UI to allow selection of MCP tools, agents, collections, and prompts
Category | Description |
|---|---|
Collection | Collections created in 'Collection Management' can be selected and referenced during a conversation |
Prompt | Create and apply prompts belonging to each MCP tool to improve conversation quality |
Changes
UI & Layout Improvement
Reorganized the side navigation bar menu structure (e.g., 'Start New Chat', 'Conversations', 'Document Management', 'Personalization')
Improved visibility by modifying the common layout for 'Settings' and 'Personalization' pages
0.4.6
Sep 22, 2025
New Features
Added Settings for Auto-Generation, Conversation, and Tool Calls
Added detailed setting options to optimize LLM responses and tool calls
Category | Details |
|---|---|
Auto-Generation for Descriptions |
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Auto-Generation for Examples |
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Response Scale |
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Tool Call |
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Advanced Management for Question-SQL Examples
Upgraded the Question-SQL example management page
Changed UI from a Modal to a full Page View
Added separate management for default and user-added examples
Users can now add, edit, and delete examples either manually or through auto-generation
Added functions for copying, expanding view, CSV downloading, and searching examples
Added the ability to save examples generated during a conversation
Saved examples can be managed on the 'User-Added Examples' page
Added RAG Folder & Document Management
Added features to create folders and manage related documents on the RAG page
Category | Details |
|---|---|
Folders Management |
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Documents Management |
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Documents Search |
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Changes
Improved Side Navigation Bar UI
Changed the 'Settings' and 'Help' menus to a dropdown style
Added icons to each menu item for better readability
0.4.5
Sep 4, 2025
New Features
Added Detailed View for Tables & Columns
Added a drawer feature to view detailed information from the right side when a table or column is selected
Can be accessed from the sidebar, ERD, and the information management menu
The information displayed is as follows:
Category | Details |
|---|---|
Common | Database, Schema, Description, Alias, Memo |
Column | Parent table name, Sample data, PK/FK status, Type, Default value, Nullable status |
Added Editing Feature for Table & Column Information
Directly edit some information for tables and columns within the details drawer
Category | Editable Items |
|---|---|
Table | Description, Alias |
Column | Description, Alias, Sample data |
Added Search Functionality for Tables & Columns
Added a search function to make it easier to find desired tables & columns
Category | Search Location |
|---|---|
Table | Sidebar or 'Table & Column Information Management' |
Column | 'Table & Column Information Management' menu → More options for each table |
Changes
Improved UI for Table & Column Information Management
Separated The UI of the existing 'Table & Column Information Management' menu into a table view and a column view
Allowing for clearer confirmation of desired information
Other Usability Improvements
Changed The data download button from an icon to text ("Download CSV")
Optimized tool call speed by improving the internal table structure
0.4.4
Aug 6, 2025
New Features
Qurify Tutorial Agent
Updated tutorial agent for Qurify functionality learning
Tool Execution Result Enhancement
SQL Editor | Direct editing, execution, and copying of Qurify-generated SQL queries |
|---|---|
Result-based Follow-up Questions | Reference Qurify execution results for subsequent inquiries |
CSV-based Result Download | Export table-format responses as CSV files |
Fuction-calling Arguments Display | Table-format visualization of arguments passed during tool calls |
Database Connection Management
Updated functionality to disconnect databases linked to user accounts
Changes
UI Improvements & Convenience Features
Personal Settings Menu Relocation | Moved personal customization options below table & column selection
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|---|---|
Side Menu Configuration Updates | Added quick access shortcut buttons
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Main Layout Modifications | Added tutorial-related features
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Chatbot Tool Response Improvements
Updated functionality to register and store available chatbot tool lists in the system
Improved internal connection methods for optimized tool call execution
0.4.3
Jul 4, 2025
New Features
Prompt Configuration Setting
Added ability to individually configure four types of prompts for enhanced customization
System Prompt
Core system behavior configuration
SQL Generation Prompt
Creating accurate SQL queries
DB Guidelines Prompt
Generating natural language descriptions of tables & columns
Text-to-SQL Example Generation Prompt
Generating question-SQL pairs as examples for sample
MCP Server Integration & Configuration
3 built-in MCP servers
Qurify MCP Server
Natural language processing-based DB query and analysis tools
PostgreSQL
Open source-based ORDBMS
Perplexity
Interactive AI search engine service
Add, edit, and delete new MCP servers
Support for Streamable HTTP, SSE, STDIO connection methods
View MCP server list, activation status, and number of applied servers
Changes
Management Button Separation
Split integrated management functionality into two distinct buttons for improved usability
Table/Column Information Management
View and manage table properties and data
Question-SQL Example Management
View and manage example questions and SQL query pairs used for training