WeKnora/CHANGELOG.md

Changelog

All notable changes to this project will be documented in this file.

0.3.5 - 2026-03-27

🚀 New Features

• NEW: Telegram IM Integration — Telegram bot adapter with webhook and long-polling modes, streaming replies via editMessageText, file download via getFile API, and timing-safe secret token verification
• NEW: DingTalk IM Integration — DingTalk bot supporting webhook (HmacSHA256 signature verification) and Stream mode (via dingtalk-stream-sdk-go), with AI Card streaming via OpenAPI and AccessToken caching
• NEW: Mattermost IM Channel — Mattermost IM channel adapter support
• NEW: IM Slash Command System — pluggable command framework with five built-in commands: /help, /info, /search, /stop, /clear; wired into all IM channel message dispatch
• NEW: IM Distributed Coordination — Redis-based multi-instance coordination: per-user queue limits, global concurrency gate, message dedup, WebSocket leader election, /stop cancellation for queued and in-flight requests
• NEW: Suggested Questions — agent-specific suggested questions API based on knowledge bases, with frontend display in chat and create-chat views; image knowledge auto-enqueues question generation tasks
• NEW: VLM Auto-Describe MCP Tool Images — when MCP tools return image content, the agent automatically generates text descriptions via the configured VLM model, making image data accessible to text-only LLMs
• NEW: Novita AI Provider — new LLM provider with OpenAI-compatible API supporting chat, embedding, and VLLM model types
• NEW: Channel Tracking — channel field added to knowledge entries and messages to track source (web/api/im/browser_extension) with frontend labels and DB migrations
• NEW: Expose Built-in Parser Engine in Settings — built-in parser engine now visible and selectable in the settings UI

⚡ Improvements

• MCP tool names now derived from service.Name (stable across server reconnections) instead of UUID; added collision detection and unique (tenant_id, name) DB index
• Frontend formats MCP tool names from snake_case (e.g. mcp_my_server_search_docs) to human-readable form (My Server Search Docs)
• Enhanced intent classification and context templates: runtime metadata (current time, weekday) injected into context, critical instructions added to rewrite template for entity/keyword preservation
• Knowledge search: added SQL LIKE wildcard escaping, title-based filtering, URL and HTML file type support; FindByMetadataKey method added
• Chunk search returns total chunk counts per knowledge ID for improved agent context awareness
• MiniMax models upgraded from M2.1/M2.1-lightning to M2.7/M2.7-highspeed; Novita AI MiniMax reference updated to M2.7
• DingTalk AI Card streaming: create/deliver/update via OpenAPI; shared think-block rendering via im.TransformThinkBlocks applied to all IM reply paths (DingTalk, Telegram, Feishu)
• IM stream orphan reaper and edit throttling added for DingTalk and Telegram; Feishu stream reaper fixes memory leak
• WeCom group chat replies fixed via appchat API with user fallback; empty-stream fallback when no visible content is produced
• Improved LLM call log summarization: limits output to last few messages to reduce verbosity
• ParallelToolCalls option added to ChatOptions

🐛 Bug Fixes

• Fixed agent producing empty response when no knowledge base is configured: retry (max 2), nudge message, and fallback response added
• Fixed UTF-8 byte-based truncation in summary fallback causing PostgreSQL invalid byte sequence errors for Chinese/emoji content; changed to rune-based truncation
• Fixed marked.js usage errors; upgraded marked dependency to v17.0.5 for correct code block rendering
• Fixed vLLM streaming: reasoning content now parsed and propagated through streaming pipeline alongside standard response
• Fixed frontend page counter not resetting to 1 after knowledge file operations (tag, upload, move, edit, delete), causing pagination skips
• Fixed image markdown being stripped during message sanitization
• Fixed MCP tool naming to use service.Name instead of UUID, preventing tool call failures after server reconnection
• Fixed global default storage engine not respected when creating a new knowledge base (was hardcoded to "local")
• Fixed API key encryption loss when updating tenant settings via PUT /tenants/kv/{key}: AfterFind-decrypted plaintext no longer written back to DB
• Fixed empty passage filtering in rerank to prevent Aliyun and Baidu Qianfan 400 errors
• Fixed markdown table rows being passed raw to rerank; now converted to plain text (col1, col2) before reranking
• Fixed OpenRouter embedding provider missing support
• Fixed Milvus vector metric type now configurable via MILVUS_METRIC_TYPE environment variable
• Fixed temperature validation to accept zero as a valid value (was previously defaulting)
• Fixed pg_search update guarded with skip_embedding to prevent unnecessary re-embedding
• Fixed thinking block content being indexed into chat history knowledge base, degrading RAG retrieval quality

📚 Documentation

• Added Telegram and DingTalk IM platform setup guides (WebSocket/Webhook modes, streaming, architecture diagrams)
• Updated IM integration docs with Slack, slash commands, QA queue, rate limiting, and streaming output sections

🔒 Security Enhancements

• Enhanced SSRF protection in RemoteAPIChat: replaced default DialContext with SSRFSafeDialContext; added SSRF URL validation for BaseURL and endpoint in NewRemoteAPIChat and chat methods

0.3.4 - 2026-03-19

🚀 New Features

• NEW: IM Bot Integration — support WeCom, Feishu, and Slack IM channel integration with WebSocket/Webhook modes, streaming support, file upload, and knowledge base integration
• NEW: Multimodal Image Support — implement image upload and multimodal image processing with enhanced session management
• NEW: Manual Knowledge Download — support downloading manual knowledge content as files with proper filename sanitization and Content-Disposition handling
• NEW: NVIDIA Model API — support NVIDIA chat model API with custom endpoint configuration and VLM model support
• NEW: Weaviate Vector DB — add Weaviate as a new vector database backend for knowledge retrieval
• NEW: AWS S3 Storage — integrate AWS S3 storage adapter with database migrations and configuration UI
• NEW: AES-256-GCM Encryption — add AES-256-GCM encryption for API keys at rest for enhanced security
• NEW: Built-in MCP Service — add built-in MCP service support for extending agent capabilities
• NEW: Multi-Content Messages — enhance message structure to support multi-content messages
• NEW: Web Search in AgentQA — add web search option to AgentQA functionality
• NEW: Clear Session Messages — add functionality to clear session messages
• NEW: Agent Management — add agent management functionality in the frontend
• NEW: Knowledge Move — implement knowledge move functionality between knowledge bases
• NEW: Chat History & Retrieval Settings — implement chat history and retrieval settings configuration
• NEW: Final Answer Tool — introduce final_answer tool and enhance agent duration tracking
• NEW: Batch Chunk Deletion — implement batch deletion for chunks to avoid MySQL placeholder limit

⚡ Improvements

• Optimized hybrid search by grouping targets and reusing query embeddings for better performance
• Enhanced knowledge search by resolving embedding model keys
• Enhanced AgentStreamDisplay with auto-scrolling, improved styling, and loading indicators
• Enhanced chat model selection logic in session management
• Enhanced input field component with improved handling and sanitization
• Unified dropdown menu styles across components
• Enhanced storage engine configuration and user notifications
• Improved document preview with responsive design and localized fullscreen toggle
• Enhanced agent event emission for final answers and fallback handling
• Enhanced FAQ metadata normalization and sanitization
• Updated LLM configuration to model ID in API and frontend
• Added computed model status for LLM availability in GraphSettings
• Added pulsing animation to stop button and improved loading indicators
• Added language support to summary generation payload
• Enabled parent-child chunking and question generation in KnowledgeBaseEditorModal
• Standardized loading and avatar sizes across components
• Updated storage size calculations for vector embeddings

🐛 Bug Fixes

• Fixed Milvus retriever related issues
• Fixed docparser handling of nested linked images and URL parentheses
• Fixed chunk timestamp update to use NOW() for consistency
• Fixed NVIDIA VLM model API default BaseURL
• Fixed auth error messages and unified username validation length
• Enforced 7500 char limit in chunker to prevent embedding API errors
• Fixed builtin engine handling of simple formats
• Fixed dev-app command error on Linux
• Fixed vue-i18n placeholder escaping, computed ref accessor, and missing ru-RU keys
• Fixed multilingual support for TDesign components and locale key synchronization
• Fixed session title word count requirement
• Updated default language setting to Chinese
• Fixed MinIO endpoint format error message
• Fixed storage engine warning display and styling
• Fixed manual download button layout and polish
• Fixed sanitize tab chars and double .md extension in manual download filename

📚 Documentation

• Added documentation for Slack IM channel integration
• Added design specification and implementation plan for manual knowledge download

🔧 Refactoring

• Streamlined agent document info retrieval and enhanced chunk search logic
• Improved IM tool invocation and result formatting
• Consolidated QA request handling and improved session service interface
• Simplified fullscreen handling and improved styling in document preview
• Updated conversation handling and image description requirements
• Changed tokenization method for improved processing

0.3.3 - 2026-03-05

🚀 New Features

• NEW: Parent-Child Chunking — implement parent-child chunking strategy for enhanced context management with hierarchical chunk retrieval
• NEW: Knowledge Base Pinning — support pinning frequently-used knowledge bases for quick access
• NEW: Fallback Response — add fallback response handling and UI indicators when no relevant results are found
• NEW: Image Icon Detection — add image icon detection and filtering functionality for document processing
• NEW: Passage Cleaning for Rerank — add passage cleaning functionality for rerank model to improve relevance scoring
• NEW: ListChunksByParentIDs — add ListChunksByParentIDs method and enhance chunk merging logic for parent-child retrieval
• NEW: GetUserByTenantID — add GetUserByTenantID functionality to user repository and service

⚡ Improvements

• Enhanced Docker setup with entrypoint script and skill management
• Enhanced storage engine connectivity check with auto-creation of buckets
• Enhanced MinerU response handling for document parsing
• Enhanced sidebar functionality and UI responsiveness
• Updated chunk size configurations for knowledge base processing
• Enforced maximum length for tool names in MCPTool for safety
• Updated theme and UI styles across components for visual consistency
• Updated at-icon SVG and enhanced input field component
• Standardized border styles and adjusted component styles for improved consistency

🐛 Bug Fixes

• Fixed cleanupCtx created at startup potentially expiring before shutdown

0.3.2 - 2026-03-04

🚀 New Features

• NEW: Knowledge Search — new "Knowledge Search" entry point with semantic retrieval, supporting bringing search results directly into the conversation window
• NEW: Parser Engine Configuration — support configuring document parser engines and storage engines for different sources in settings, with per-file-type parser engine selection in knowledge base
• NEW: Storage Provider Configuration — support configuring storage providers (local, MinIO, COS, Volcengine TOS) per data source with standardized configuration and backward compatibility
• NEW: Milvus Vector Database — added Milvus as a new vector database backend for knowledge retrieval
• NEW: Volcengine TOS — added Volcengine TOS object storage support
• NEW: Mermaid Rendering — support mermaid diagram rendering in chat with fullscreen viewer, zoom, pan, toolbar and export
• NEW: Batch Conversation Management — batch management and delete all sessions functionality
• NEW: Remote URL Knowledge Creation — support creating knowledge entries from remote file URLs
• NEW: Async Knowledge Re-parse — async API for re-processing existing knowledge documents
• NEW: User Memory Graph Preview — preview of user-level memory graph visualization
• NEW: Tenant Access Authorization — tenant access authorization in TenantHandler
• NEW: Database Query Tool — built-in database query tool for agents with automatic tenant isolation and soft-delete filtering

⚡ Improvements

• Image rendering in local storage mode during conversations with optimized streaming image placeholders
• Embedded document preview component for previewing user-uploaded original files
• Knowledge base, agent, and shared space list page interaction redesign with improved UI elements
• Storage configuration standardization with enhanced backward compatibility
• Dynamic file service resolution for knowledge extraction
• SSRF safety checks enhanced in MinerUCloudReader
• Nginx configuration improved for file handling
• Dockerfile and build scripts with customizable APT mirror support
• System information display with database version
• Path and filename validation security utilities
• Vector embeddings indexing enhanced with TagID and IsRecommended fields
• Korean (한국어) README translation

🐛 Bug Fixes

• Handle thinking content in Ollama chat responses
• Batch manage dialog now loads all sessions independently from API
• Prevent modal from closing when text selection extends beyond dialog boundary
• Handle empty metadata case in Knowledge struct
• Swagger interface documentation generation error resolved
• Auth form validation check to handle non-boolean responses
• Helm frontend APP_HOST env default value corrected

🗑️ Removals

• Removed Lite edition support and related configurations

0.3.1 - 2026-02-10

🚀 New Features

• NEW: Remote Backend Support — support remote backend and HTTPS proxy configuration
• NEW: Enhanced Document Upload — expanded document upload capabilities in KnowledgeBase component

⚡ Improvements

• Enhanced resource management in ListSpaceSidebar and KnowledgeBaseList

🐛 Bug Fixes

• Add clipboard API fallback for non-secure contexts
• DuckDB spatial extension not found error
• Data analysis knowledge files loaded via presigned URLs

0.3.0 - 2026-02-09

🚀 New Features

• NEW: Shared Space — shared space management with member invitations, shared knowledge bases and agents across members, tenant isolation for retrieval
• NEW: Agent Skills — agent skills with preloaded skills for smart-reasoning agent, sandbox-based execution environment
• NEW: Bing Search — added Bing as a new web search provider
• NEW: Agent Thinking Mode — support thinking mode for agents, strip thinking content from output
• NEW: Web Fetch DNS pinning and validation improvements
• NEW: FAQ matched question field in search results
• NEW: Knowledge base mentioned-only retrieval option

⚡ Improvements

• Redis ACL support with REDIS_USERNAME environment variable
• Configurable global log level via environment variable
• Use num_ctx instead of truncate for embedding truncation (Ollama compatibility)
• Large FAQ imports offloaded to object storage
• Unified card styles and layout consistency across components
• OCR module restructured with centralized configuration
• Enhanced MCP tool name and description handling for security
• Structured logger replacing standard log in main and recovery middleware

🐛 Bug Fixes

• MCP Client connection state not marked as closed after SSE connection loss
• Clear tag selection state when re-entering knowledge base
• Rune handling for correct chunk merging
• Host extraction from completion_url handling both v1 and non-v1 endpoints
• SQL injection prevention via OR conditions with comprehensive validation
• Switch to append mode on retry to prevent data loss
• Parser file_extension for markitdown compatibility

🔒 Security Enhancements

• SSRF-safe HTTP client for URL imports and fetching
• SQL validation logic centralized and simplified
• Sandbox-based agent skills execution with security isolation

0.2.10 - 2026-01-16

🚀 New Features

• NEW: Support for deleting document type tags
• NEW: Google provider for web search
• NEW: Added multiple mainstream model providers including GPUStack
• NEW: AgentQA request field support
• NEW: FAQ batch import dry run functionality
• NEW: Support tenant ID and keyword simultaneous search
• NEW: FAQ import result persistence display
• NEW: SeqID auto-increment tag support
• NEW: Support adding similar questions to FAQ entries
• NEW: FAQ import success entry details display
• NEW: Enhanced task ID generator replacing UUID

⚡ Improvements

• IMPROVED: Chunk merge/split logic with validation
• IMPROVED: FAQ index update and deletion performance optimization
• IMPROVED: Batch indexing with concurrent save optimization
• IMPROVED: Retriever engine checks and mapping exposure refactored
• IMPROVED: FAQ import and validation logic merged
• IMPROVED: Error handling and unused code removal

🐛 Bug Fixes

• FIXED: Disabled stdio transport to prevent command injection risks
• FIXED: FAQ update duplicate check logic
• FIXED: Migration script table name spelling error
• FIXED: Unused tag cleanup ignoring soft-deleted records
• FIXED: FAQ import tag cleanup logic
• FIXED: FAQ entry tag change not updating issue
• FIXED: Ensure "Uncategorized" tag appears first
• FIXED: Potential crash from slice out of bounds
• FIXED: Tag deletion using correct ID field
• FIXED: FAQ tag filtering using seq_id instead of id type issue
• FIXED: Critical vulnerability V-001 resolved
• FIXED: Added EncodingFormat parameter for ModelScope embedding models
• FIXED: Secure command execution with sandbox for doc_parser

0.2.9 - 2026-01-10

🚀 New Features

• NEW: Batch tag name supplement in search results
• NEW: Return updated data when updating FAQ entries
• NEW: Convert uncategorized FAQ entries to "Uncategorized" tag

0.2.8 - 2025-12-31

🚀 New Features

• NEW: Data Analyst Agent & Tools
  • Added built-in Data Analyst agent
  • Added DataSchema tool for retrieving schema from CSV/Excel files
  • Support for agent file type restrictions
• NEW: Thinking Mode Support
  • Added configuration support for Thinking mode
  • Added Thinking field to Summary configuration
• NEW: Enhanced File & Storage Management
  • Support listing MinIO buckets and permissions
  • Configurable file upload size limits
  • Full-text merge view mode
• NEW: Conversation Enhancements
  • Added option to disable automatic title generation
  • Enhanced KnowledgeQAStream parameters
  • Support for streaming response types and tool calls
• NEW: System & Configuration
  • Added WEKNORA_VERSION environment variable support
  • APK mirror configuration support in Docker
  • Enhanced chunking separator options
  • FAQ two-level priority tag filtering
  • Update index fields when batch updating tags

⚡ Improvements

• IMPROVED: Agent & Model Handling
  • Unified agent not ready message logic
  • Optimized built-in agent configuration synchronization
  • Removed model locking logic to allow free switching
  • Enhanced model selection and error handling
• IMPROVED: Refactoring
  • Simplified session creation request structure
  • Converted knowledgeRefs to References type
  • Refactored SSE stream setup
  • Refactored bucket policy parsing logic
  • Streamlined Docker package installation

🐛 Bug Fixes

• FIXED: Localization placeholder display issues
• FIXED: Duplicate tag creation and stream response parsing
• FIXED: Missing WebSearchStateService in parallel search
• FIXED: Model list refresh on settings popup close
• FIXED: Asynq Redis DB configuration
• FIXED: Menu deletion logic and count updates
• FIXED: OpenAI API compatibility (exclude ChatTemplateKwargs)
• FIXED: Handled Nginx 413 (Payload Too Large) requests
• FIXED: Added existence check for embeddings table in tag_id migration

0.2.6 - 2025-12-29

🚀 New Features

• NEW: Custom Agent System

  • Support for creating, configuring, and selecting custom agents
  • Agent feature indicators display with MCP service capability support
  • Built-in agent sorting logic ensuring multi-turn conversation auto-enabled in agent mode
  • Agent knowledge base selection modes: all/specified/disabled

• NEW: Helm Chart for Kubernetes Deployment

  • Complete Helm chart for Kubernetes deployment
  • Neo4j template support for GraphRAG functionality
  • Versioned image tags and official images compatibility

• NEW: Enhanced FAQ Management

  • FAQ entry retrieval API supporting single entry query by ID
  • FAQ list sorting by update time (ascending/descending)
  • Enhanced FAQ search with field-specific search (standard question/similar questions/answer/all)
  • Batch update exclusion for FAQ entries in ByTag operations
  • Tag deletion with content_only mode to delete only tag contents

• NEW: Multi-Platform Model Adaptation

  • Support for multiple platform model configurations
  • Title generation model configuration
  • Knowledge base selection mode without mandatory rerank model check

• NEW: Korean Language Support

  • Added Korean (한국어) internationalization support

⚡ Improvements

• IMPROVED: Knowledge Base Operations

  • Async knowledge base deletion with background cleanup via ProcessKBDelete
  • Multi-knowledge base search support with specified file ID filtering
  • Optimized knowledge chunk pagination with type-specific search and sorting logic
  • Enhanced SearchKnowledgeRequest structure with backward compatibility

• IMPROVED: Prompt Template System

  • Restructured prompt template system with multi-scenario template configuration
  • Unified system prompts with optimized agent selector interface

• IMPROVED: Tag Management

  • Enhanced tag deletion with ID exclusion support
  • Async index deletion task for optimized deletion flow
  • Batch TagID update functionality
  • Optimized tag name batch queries for improved efficiency

• IMPROVED: API Documentation

  • Updated API documentation links to new paths
  • Added knowledge search API documentation
  • Enhanced FAQ and tag deletion interface documentation
  • Removed hardcoded host configuration from Swagger docs

🐛 Bug Fixes

• FIXED: Tag ID handling logic for empty strings and UntaggedTagID conditions
• FIXED: JSON query compatibility for different database types (MySQL/PostgreSQL)
• FIXED: GORM batch insert issue where zero-value fields (IsEnabled, Flags) were ignored
• FIXED: Helm chart versioned image tags and runAsNonRoot compatibility

🔧 Refactoring

• REFACTORED: Removed security validation and length limits, simplified input processing logic
• REFACTORED: Enhanced agent configuration with improved selection and state management

0.2.5 - 2025-12-22

🚀 New Features

• NEW: In-Input Knowledge Base and File Selection

  • Support selecting knowledge bases and files directly within the input box
  • Display @mentioned knowledge bases and files in message stream
  • Dynamic placeholder text based on knowledge base and web search status

• NEW: API Key Authentication Support

  • Added API Key authentication mechanism
  • Optimized Swagger documentation security configuration
  • Disabled Swagger documentation access in non-production environments by default

• NEW: User Registration Control

  • Added DISABLE_REGISTRATION environment variable to control user registration

• NEW: User Conversation Model Selection

  • Added user conversation model selection state management with store two-way binding

🔒 Security Enhancements

• ENHANCED: MCP stdio transport security validation to prevent command injection attacks
• ENHANCED: SQL security validation rebuilt using PostgreSQL official parser for enhanced query protection
• ENHANCED: Security policy updated with vulnerability reporting guidelines

⚡ Improvements

• IMPROVED: Streaming rendering mechanism optimized for token-by-token Markdown content parsing
• IMPROVED: FAQ import progress refactored to use Redis for task state storage
• IMPROVED: Enhanced knowledge base and search functionality logic

🐛 Bug Fixes

• FIXED: Corrected knowledge ID retrieval in FAQ import tasks
• FIXED: Force removal of legacy vlm_model_id field from knowledge_bases table
• FIXED: Disabled Ollama option for ReRank models in model management with tooltip

0.2.4 - 2025-12-17

🚀 New Features

• NEW: FAQ Entry Export

  • Support CSV format export for FAQ entries

• NEW: Asynchronous Knowledge Base Copy

  • Progress tracking and incremental sync support
  • Improved SourceID conversion logic and tag mapping for knowledge base copying

• NEW: FAQ Index Type Separation

  • Added is_enabled field filtering and batch update optimization

• NEW: Swagger API Documentation

  • Enhanced Swagger API documentation generation

🐛 Bug Fixes

• FIXED: Optimized tag mapping logic and FAQ cloning during knowledge base copy
• FIXED: Adjusted Knowledge struct Metadata field type to json.RawMessage
• FIXED: Added tenant information to context during knowledge base copy
• FIXED: Database migration compatibility with older versions

0.2.3 - 2025-12-16

🚀 New Features

• NEW: Chat Message Image Preview

  • Support image preview in chat messages
  • Updated Agent prompts to include image-text result output
  • Image information display in knowledge search and list tools

• NEW: FAQ Answer Strategy Field

  • Support 'all' (return all answers) and 'random' (randomly return one answer) modes

• NEW: FAQ Recommendation Field

  • Added recommendation field for FAQ entries
  • Support batch update by tag

⚡ Improvements

• IMPROVED: Optimized async task retry logic to update failure status only on last retry
• IMPROVED: Enhanced hybrid search result fusion strategy
• IMPROVED: Updated MinIO, Jaeger, and Neo4j image versions for stability

🐛 Bug Fixes

• FIXED: Environment variable saving logic in MCP service dialog
• FIXED: AUTO_RECOVER_DIRTY environment variable logic in database migration, enabled by default

⚡ Infrastructure Improvements

• IMPROVED: Updated Dockerfile with uvx permission adjustments and Node version upgrade

0.2.2 - 2025-12-15

🚀 New Features

• NEW: FAQ Answer Strategy Configuration

  • Added answer strategy field for FAQ entries, supporting all (return all answers) and random (randomly return one answer) modes
  • More flexible FAQ response control

• NEW: FAQ Recommendation Feature

  • Added recommendation field for FAQ entries to mark recommended Q&A
  • Support batch update of FAQ recommendation status by tag
  • Optimized tag deletion logic

• NEW: Document Summary Status Tracking

  • Added SummaryStatus field to Knowledge struct
  • Support tracking document summary generation status

⚡ Infrastructure Improvements

• IMPROVED: Docker Build Optimization

  • Fixed system package conflicts during pip dependency installation with --break-system-packages parameter
  • Adjusted uvx permission configuration
  • Upgraded Node version

• IMPROVED: Database Initialization

  • Optimized database initialization logic with conditional embeddings handling

🐛 Bug Fixes

• FIXED: Corrected MINIO_USE_SSL environment variable parsing logic

0.2.1 - 2025-12-08

🚀 New Features

• NEW: Qdrant Vector Database Support
  • Full integration with Qdrant as retriever engine
  • Support for both vector similarity search and full-text keyword search
  • Dynamic collection creation based on embedding dimensions (e.g., weknora_embeddings_768)
  • Multilingual tokenizer support for Chinese/Japanese/Korean text search
  • Professional Chinese word segmentation using jieba for keyword queries

⚡ Infrastructure Improvements

• IMPROVED: Docker Compose Profile Management
  • Added profiles for optional services: minio, qdrant, neo4j, jaeger, full
  • Enhanced dev.sh script with --minio, --qdrant, --neo4j, --jaeger, --full flags
  • Pinned Qdrant Docker image version to v1.16.2 for stability
• IMPROVED: Database Migration System
  • Added automatic dirty state recovery for failed migrations
  • Added Neo4j connection retry mechanism with exponential backoff
  • Improved migration error handling and logging
• IMPROVED: Retriever Engine Configuration
  • Retriever engines now auto-configured from RETRIEVE_DRIVER environment variable
  • No longer required to write retriever config during user registration
  • Added GetEffectiveEngines() method for dynamic engine resolution
  • Centralized engine mapping in types/tenant.go

🐛 Bug Fixes

• FIXED: Qdrant keyword search returning empty results for Chinese queries
• FIXED: Image URL validation logic simplified for better compatibility

📚 Documentation

• Added Qdrant configuration examples in docker-compose files

0.2.0 - 2025-12-05

🚀 Major Features

• NEW: ReACT Agent Mode
  • Added ReACT Agent mode that can use built-in tools to retrieve knowledge bases
  • Support for calling user-configured MCP tools and web search tools to access external services
  • Multiple iterations and reflection to provide comprehensive summary reports
  • Cross-knowledge base retrieval support, allowing selection of multiple knowledge bases
• NEW: Model Management System
  • Centralized model configuration
  • Added model selection in knowledge base settings page
  • Built-in model sharing functionality across multiple tenants
  • Tenants can use shared models but are restricted from editing or viewing model details
• NEW: Multi-Type Knowledge Base Support
  • Support for creating FAQ and document knowledge base types
  • Folder import functionality
  • URL import functionality
  • Tag management system
  • Online knowledge entry capability
• NEW: FAQ Knowledge Base
  • New FAQ-type knowledge base
  • Batch import and batch delete functionality
  • Online FAQ entry
  • Online FAQ testing capability
• NEW: Conversation Strategy Configuration
  • Support for configuring Agent models and normal mode models
  • Configurable retrieval thresholds
  • Online Prompt configuration
  • Precise control over multi-turn conversation behavior and retrieval execution methods
• NEW: Web Search Integration
  • Support for extensible web search engines
  • Built-in DuckDuckGo search engine
• NEW: MCP Tool Integration
  • Support for extending Agent capabilities through MCP
  • Built-in uvx and npx MCP launcher tools
  • Support for three transport methods: Stdio, HTTP Streamable, and SSE

🎨 UI/UX Improvements

• REDESIGNED: Conversation interface with Agent mode/normal mode switching
  • Added Agent mode/normal mode toggle in conversation input box
  • Support for enabling/disabling web search
  • Support for selecting conversation models
• REDESIGNED: Login page UI adjustments
• ENHANCED: Session list with time-ordered grouping
• NEW: Quick Actions area for unified UI visual effects
• IMPROVED: Knowledge base list cards
  • Display knowledge base type, knowledge count, build status
  • Show advanced settings capabilities
• NEW: Breadcrumb navigation in FAQ and document list pages
  • Quick navigation and knowledge base switching
• ENHANCED: Knowledge base settings in document list page
• REDESIGNED: Knowledge base settings page
  • Separate configuration for knowledge base type, models, chunking methods, and advanced settings
• NEW: Global settings page for permissions
  • Configure models, web search, MCP services, and Agent mode
• IMPROVED: Chunk details page display
• NEW: Knowledge classification and tagging support
• ENHANCED: Conversation flow page with tool call execution process display

⚡ Infrastructure Upgrades

• NEW: MQ-based async task management
  • Introduced MQ for async task state maintenance
  • Ensures task integrity even after service abnormal restart
• NEW: Automatic database migration
  • Support for automatic database schema and data migration during version upgrades
• NEW: Fast development mode
  • Added docker-compose.dev.yml file for quick development environment startup
  • Improved development workflow efficiency
• IMPROVED: Log structure optimization
• NEW: Event subscription and publishing mechanism
  • Support for event handling at various steps in user query processing flow

🐛 Bug Fixes

• Various bug fixes and stability improvements

📚 Documentation Updates

• Updated README files with v0.2.0 highlights (English, Chinese, Japanese)
• Added latest updates section in all README files
• Updated architecture diagrams and feature matrices

[0.1.6] - 2025-11-24

Document Parser Enhancements

• NEW: Added CSV, XLSX, XLS file parsing support (spreadsheet processing, tabular data extraction)
• NEW: Web page parser (dedicated class, optimized web image encoding, improved dependency management)

Document Processing Improvements

• NEW: MarkdownTableUtil (reduced whitespace, improved table readability/consistency)
• NEW: Document model class (structured models for type safety, optimized config/parsing logic)
• UPGRADED: Docx2Parser (enhanced timeout handling, better image processing, optimized OCR backend)

Internationalization

• NEW: English/Russian multi-language support (vue-i18n integration, translated UI/text/errors, multilingual docs for knowledge graph/MCP config)

Bug Fixes

• Fixed menu component integration issues
• Fixed Darwin (macOS) memory check regex error (resolved empty output)
• Fixed model availability check (unified logic, auto ":latest" tag, prevented duplicate pull calls)
• Fixed Docker Compose security vulnerability (addressed writable filesystem issue)

Refactoring & Optimization

• Refactored parser logging/API checks (simplified exception handling, better error reporting)
• Refactored chunk processing (removed redundant header handling, updated examples)
• Refactored module organization (docreader structure, proto/client imports, Docker config, absolute imports)

Documentation Updates

• Updated API Key acquisition docs (web registration + account page retrieval)
• Updated Docker Compose setup guide (comprehensive instructions, config adjustments)
• Updated multilingual docs (added knowledge graph/MCP config guides, directory structure)
• Removed deprecated hybrid search API docs

Code Cleanup

• Removed redundant Docker build parameters
• Updated .gitignore rules
• Optimized import statements/type hints
• Cleaned redundant logging/comments

CI/CD Improvements

• Added new CI/CD trigger branches
• Added build concurrency control
• Added disk space cleanup automation

[0.1.5] - 2025-10-20

Features & Enhancements

• Added multi-knowledgebases operation support and management (UI & backend logic)
• Enhanced tenant information management: New tenant page with user-friendly storage quota and usage rate display (see TenantInfo.vue)
• Initialization Wizard improvements: Stricter form validation, VLM/OpenAI compatible URL verification, and multimodal file upload preview & validation (see InitializationContent.vue)
• Backend: API Key automatic generation and update logic (see types.Tenant & tenantService.UpdateTenant)

UI / UX

• Restructured settings page and initialization page layouts; optimized button states, loading states, and prompt messages; improved upload/preview experience
• Enhanced menu component: Multi-knowledgebase switching and pre-upload validation logic (see menu.vue)
• Hidden/protected sensitive information (e.g., API Keys) and added copy interaction prompts (see TenantInfo.vue)

Security Fixes

• Fixed potential frontend XSS vulnerabilities; enhanced input validation and Content Security Policy
• Hidden API Keys in UI and improved copy behavior prompts to strengthen information leakage protection

Bug Fixes

• Resolved OCR/AVX support-related issues and image parsing concurrency errors
• Fixed frontend routing/login redirection issues and file download content errors
• Fixed docreader service health check and model prefetching issues

DevOps / Building

• Improved image building scripts: Enhanced platform/architecture detection (amd64 / arm64) and injected version information during build (see get_version.sh & build_images.sh)
• Refined Makefile and build process to facilitate CI injection of LDFLAGS (see Makefile)
• Improved usage and documentation for scripts and migration tools (migrate) (see migrate.sh)

Documentation

• Updated README and multilingual documentation (EN/CN/JA) along with release/CHANGELOG (see CHANGELOG.md & README.md for details)
• Added MCP server usage instructions and installation guide (see mcp-server/INSTALL.md)

Developer / Internal API Changes (For Reference)

• New/updated backend system information response structure: handler.GetSystemInfoResponse
• Tenant data structure and JSON storage fields: types.Tenant

0.1.4 - 2025-09-17

🚀 Major Features

• NEW: Multi-knowledgebases operation support
  • Added comprehensive multi-knowledgebase management functionality
  • Implemented multi-data source search engine configuration and optimization logic
  • Enhanced knowledge base switching and management in UI
• NEW: Enhanced tenant information management
  • Added dedicated tenant information page
  • Improved user and tenant management capabilities

🎨 UI/UX Improvements

• REDESIGNED: Settings page with improved layout and functionality
• ENHANCED: Menu component with multi-knowledgebase support
• IMPROVED: Initialization configuration page structure
• OPTIMIZED: Login page and authentication flow

🔒 Security Fixes

• FIXED: XSS attack vulnerabilities in thinking component
• FIXED: Content Security Policy (CSP) errors
• ENHANCED: Frontend security measures and input sanitization

🐛 Bug Fixes

• FIXED: Login direct page navigation issues
• FIXED: App LLM model check logic
• FIXED: Version script functionality
• FIXED: File download content errors
• IMPROVED: Document content component display

🧹 Code Cleanup

• REMOVED: Test data functionality and related APIs
• SIMPLIFIED: Initialization configuration components
• CLEANED: Redundant UI components and unused code

0.1.3 - 2025-09-16

🔒 Security Features

• NEW: Added login authentication functionality to enhance system security
• Implemented user authentication and authorization mechanisms
• Added session management and access control
• Fixed XSS attack vulnerabilities in frontend components

📚 Documentation Updates

• Added security notices in all README files (English, Chinese, Japanese)
• Updated deployment recommendations emphasizing internal/private network deployment
• Enhanced security guidelines to prevent information leakage risks
• Fixed documentation spelling issues

🛡️ Security Improvements

• Hide API keys in UI for security purposes
• Enhanced input sanitization and XSS protection
• Added comprehensive security utilities

🐛 Bug Fixes

• Fixed OCR AVX support issues
• Improved frontend health check dependencies
• Enhanced Docker binary downloads for target architecture
• Fixed COS file service initialization parameters and URL processing logic

🚀 Features & Enhancements

• Improved application and docreader log output
• Enhanced frontend routing and authentication flow
• Added comprehensive user management system
• Improved initialization configuration handling

🛡️ Security Recommendations

• Deploy WeKnora services in internal/private network environments
• Avoid direct exposure to public internet
• Configure proper firewall rules and access controls
• Regular updates for security patches and improvements

0.1.2 - 2025-09-10

• Fixed health check implementation for docreader service
• Improved query handling for empty queries
• Enhanced knowledge base column value update methods
• Optimized logging throughout the application
• Added process parsing documentation for markdown files
• Fixed OCR model pre-fetching in Docker containers
• Resolved image parser concurrency errors
• Added support for modifying listening port configuration

0.1.0 - 2025-09-08

• Initial public release of WeKnora.
• Web UI for knowledge upload, chat, configuration, and settings.
• RAG pipeline with chunking, embedding, retrieval, reranking, and generation.
• Initialization wizard for configuring models (LLM, embedding, rerank, retriever).
• Support for local Ollama and remote API models.
• Vector backends: PostgreSQL (pgvector), Elasticsearch; GraphRAG support.
• End-to-end evaluation utilities and metrics.
• Docker Compose for quick startup and service orchestration.
• MCP server support for integrating with MCP-compatible clients.