Release Notes
Qurify Release Notes
The latest updates and feature improvements to the Qurify platform. This page is updated within 7 days of a product release.
Beta UpdateWhat's new
v 0.5.5
Knowledge Graph Editing · Mobile UI · DB Collection Enhancements
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
v 0.5.4
Concept-Evidence Graph · DB Context · Dialect Expansion
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
v 0.5.3
Token Usage Dashboard · n8n Workflow Integration
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
v 0.5.2
DB Collections · Conversation Q&A Evaluation
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
v 0.5.1
Q&A Evaluation Management · Knowledge Graph Visualization
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.
v 0.5.0
Chat History · Qurify Files MCP
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 | Changed from table view to card UI and added collection search Added selectable indexing options during collection creation/editing (Vector, Full-Text Search, Summary, Vision) |
| Document Management | Added ability to check indexing progress per document and rebuild index Added document search, column visibility, and items-per-page options Added document detail view page (supports PDF/Markdown) |
| Question Answering Evaluation | Added feature to evaluate the system's responses using registered question sets per collection Question sets (Q&A pairs) can be added manually or auto-generated Compares system responses with question sets to derive an evaluation score |
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
v 0.4.6
Advanced Generation Settings · RAG Folder & Document Management
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 | Settings for generating table and column descriptions. e.g., Columns processed per run, DB analysis scope, number of reference data, retry attempts, etc. |
| Auto-Generation for Examples | Settings for generating Question-SQL examples. e.g., Number of generation iterations, SQL-to-Question count, Question-to-SQL count, etc. |
| Response Scale | Settings to optimize response quality and token usage. e.g., Response length, tokens for SQL examples, etc. |
| Tool Call | Settings to optimize data scope and processing for tool usage. e.g., Number of similar documents to retrieve, chunk size, chunk overlap, etc. |
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 | Create, edit, and delete folders. Assign names and metadata (JSON) per folder. |
| Documents Management | Upload documents (pdf, txt, md, docx) to each folder. Set detailed options like metadata and chunk size before upload. View details and delete documents and chunks. |
| Documents Search | Search for documents within each folder. Apply filters such as number of results, search type (semantic/keyword/hybrid), etc. |
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
v 0.4.5
Table & Column Detail Drawer · Search
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
v 0.4.4
Tutorial Agent · Tool Execution Results
New Features
Qurify Tutorial Agent
- Updated tutorial agent for Qurify functionality learning
Tool Execution Result Enhancement
| Category | Details |
|---|---|
| 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
| Category | Details |
|---|---|
| Personal Settings Menu Relocation | Moved personal customization options below table & column selection Prompt Configuration Settings Table/Column Information Management Question-SQL Example Management |
| Side Menu Configuration Updates | Added quick access shortcut buttons Landing Page Tech Blog Release Notes Bug Report |
| Main Layout Modifications | Added tutorial-related features Chat ↔ Learn Qurify toggle switch button Learn Qurify quick access shortcut |
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
v 0.4.3
Prompt Configuration · MCP Server Integration
New Features
Prompt Configuration Setting
- Added ability to individually configure four types of prompts for enhanced customization
| Category | Details |
|---|---|
| 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
| Category | Details |
|---|---|
| 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
| Category | Details |
|---|---|
| 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 |