-
Notifications
You must be signed in to change notification settings - Fork 1
Home
High-performance multi-model database with native AI/LLM integration
| π Quick Start | π¦ Install | π AQL Guide | π§ Module Index | π Changelog | πΊοΈ Roadmap | π All Pages |
|---|---|---|---|---|---|---|
| Demo-Quickstart | Training-Pres-04-installation-und-setup | AQL-Overview | Module-Index | Root-Changelog | Root-Future-Enhancements | Wiki-Index |
- π ACID transactions with snapshot isolation (MVCC)
- π Multi-model: relational, graph, vector, document in one system
- π High-performance storage engine built on RocksDB
- π§ AI-Ready: hybrid search, embedding cache, LLM integration
- π Distributed: sharding, replication, Kubernetes-ready
- π‘οΈ Enterprise security: TLS 1.3, RBAC, encryption, audit logging
72 modules across the codebase: β 19 Production-Candidate Β· π‘ 48 Hardening Β· π΄ 2 Experimental Β· βͺ 3 Thin/Placeholder
| Module | Status | Summary |
|---|---|---|
| [[access_model | Module-access-model-Roadmap]] | β |
| [[analytics | Module-analytics-Roadmap]] | β |
| [[graph | Module-graph-Roadmap]] | β |
| [[image_analysis | Module-image-analysis-Roadmap]] | β |
| [[index | Module-index-Roadmap]] | β |
| [[llm | Module-llm-Roadmap]] | β |
| [[llm_streaming | Module-llm-streaming-Roadmap]] | β |
| [[network | Module-network-Roadmap]] | β |
| [[observability | Module-observability-Roadmap]] | β |
| [[prompt_engineering | Module-prompt-engineering-Roadmap]] | β |
| [[query | Module-query-Roadmap]] | β |
| [[rag | Module-rag-Roadmap]] | β |
| [[replication | Module-replication-Roadmap]] | β |
| [[server | Module-server-Roadmap]] | β |
| [[sharding | Module-sharding-Roadmap]] | β |
| [[temporal | Module-temporal-Roadmap]] | β |
| [[training | Module-training-Roadmap]] | β |
| [[transaction | Module-transaction-Roadmap]] | β |
| [[acceleration | Module-acceleration-Roadmap]] | π‘ |
| [[ai | Module-ai-Roadmap]] | π‘ |
| [[api | Module-api-Roadmap]] | π‘ |
| [[aql | Module-aql-Roadmap]] | π‘ |
| [[auth | Module-auth-Roadmap]] | π‘ |
| [[base | Module-base-Roadmap]] | π‘ |
| [[cache | Module-cache-Roadmap]] | π‘ |
| [[cdc | Module-cdc-Roadmap]] | π‘ |
| [[chaos | Module-chaos-Roadmap]] | π‘ |
| [[chimera | Module-chimera-Roadmap]] | π‘ |
| [[config | Module-config-Roadmap]] | π‘ |
| [[content | Module-content-Roadmap]] | π‘ |
| [[core | Module-core-Roadmap]] | π‘ |
| [[distributed_knowledge | Module-distributed-knowledge-Roadmap]] | π‘ |
| [[document | Module-document-Roadmap]] | π‘ |
| [[ethics_ai | Module-ethics-ai-Roadmap]] | π‘ |
| [[evaluation | Module-evaluation-Roadmap]] | π‘ |
| [[execution | Module-execution-Roadmap]] | π‘ |
| [[exporters | Module-exporters-Roadmap]] | π‘ |
| [[failover | Module-failover-Roadmap]] | π‘ |
| [[geo | Module-geo-Roadmap]] | π‘ |
| [[governance | Module-governance-Roadmap]] | π‘ |
| [[gpu | Module-gpu-Roadmap]] | π‘ |
| [[importers | Module-importers-Roadmap]] | π‘ |
| [[ingestion | Module-ingestion-Roadmap]] | π‘ |
| [[llm_wiki | Module-llm-wiki-Roadmap]] | π‘ |
| [[maintenance | Module-maintenance-Roadmap]] | π‘ |
| [[metadata | Module-metadata-Roadmap]] | π‘ |
| [[onnx_clip | Module-onnx-clip-Roadmap]] | π‘ |
| [[performance | Module-performance-Roadmap]] | π‘ |
| [[plugins | Module-plugins-Roadmap]] | π‘ |
| [[process | Module-process-Roadmap]] | π‘ |
| [[projects | Module-projects-Roadmap]] | π‘ |
| [[rpc_grpc | Module-rpc-grpc-Roadmap]] | π‘ |
| [[scheduler | Module-scheduler-Roadmap]] | π‘ |
| [[scraper | Module-scraper-Roadmap]] | π‘ |
| [[search | Module-search-Roadmap]] | π‘ |
| [[security | Module-security-Roadmap]] | π‘ |
| [[storage | Module-storage-Roadmap]] | π‘ |
| [[tensor | Module-tensor-Roadmap]] | π‘ |
| [[themis | Module-themis-Roadmap]] | π‘ |
| [[timeseries | Module-timeseries-Roadmap]] | π‘ |
| [[toolbox | Module-toolbox-Roadmap]] | π‘ |
| [[updates | Module-updates-Roadmap]] | π‘ |
| [[user_storage_encrypted | Module-user-storage-encrypted-Roadmap]] | π‘ |
| [[utils | Module-utils-Roadmap]] | π‘ |
| [[vector_search | Module-vector-search-Roadmap]] | π‘ |
| [[voice | Module-voice-Roadmap]] | π‘ |
| [[whisper | Module-whisper-Roadmap]] | π‘ |
| [[llama_cpp | Module-llama-cpp-Roadmap]] | π΄ |
| [[stable_diffusion | Module-stable-diffusion-Roadmap]] | π΄ |
| [[ai_working | Module-ai-working-Roadmap]] | βͺ |
| [[distributed_tensor | Module-distributed-tensor-Roadmap]] | βͺ |
| [[retrieval | Module-retrieval-Roadmap]] | βͺ |
Full details: Module-Index
This installs the latest stable Community release as a portable executable.
After installation `themis_server` is available on the PATH.β‘οΈ Full guide: Demo-Quickstart Β· Training-Pres-04-installation-und-setup
Curated entry points for newcomers, research readers, and audit/compliance readers.
β‘οΈ Explore: Hero-Index
See the Module-Index for per-module architecture pages.
Status: Ready for Human Release Approval Sign-Off (Section 9 of docs/governance/GA_PROMOTION_SIGN_OFF.md)
All technical gates (A-1 through E-5) PASS. All supporting modules (Process Phase 1-6, Failover Phase 2+3, Updates Phase 2-6) production-ready. All security evidence (sanitizer, penetration test) delivered. All deferred items (DEF-01..04) documented. Documentation consolidated. Ready for human release approver to complete governance sign-off.
Production-Ready Supporting Modules for v2.4.0 GA Promotion:
[β¦see Root-Changelog for full details]
β‘οΈ Full history: Root-Changelog
Wave A β C COMPLETE, Wave D PLANNED** | REMEDIATED 2026-09-16 | Wave A (runtime relia
Active work:
- π Weiterarbeit priorisiert nach offenem Backlog-Druck + Gate-Relevanz:
acceleration,llm_wiki, `qu - π Verbleibende
[I]/[P]bleiben bewusst offen, wenn aktuell kein hinreichender Abschlussnachweis di - π Every roadmap status claim with scientific/algorithmic relevance is linked to canonical research sou
- π Other modules use legacy four-column format; will be expanded on next per-module roadmap sync.
- π Phase 1-6 execution contract largely complete: implementation closure is broad, but representative-h
β‘οΈ Full roadmap: Root-Future-Enhancements
Thank you for your interest in contributing to ThemisDB! This document provides guidelines and instructions for contributing.
This page is auto-generated on every wiki publish from repository sources. Last generated: 2026-09-28
ThemisDB 1.9.0-beta Β· Home Β· Module-Index Β· GitHub Β· Issues
ThemisDB 1.9.0-beta Β· Home Β· Wiki-Index Β· Module-Index Β· FAQ Β· Quick-Reference Β· GitHub Β· Issues Β· Discussions Β· License
- Home
- Hero Articles
- All Wiki Pages
- FAQ
- Edition Comparison
- Repository README
- Changelog
- Roadmap
- Versioning
- Integration Mapping
- Overview
- Readme
- Appendix D Feature Status
- Appendix E Incident Runbooks
- Appendix F AQL Cheatsheet
- Appendix G Configuration
- Appendix H Glossary
- Appendix I Troubleshooting
- Appendix Literatur
- Chapter 00 Genesis
- Chapter 01 Introduction
- Chapter 02 Architecture
- Chapter 03 Multimodel
- Chapter 04 Installation
- Chapter 05 Relational
- Chapter 06 Graph
- Chapter 07 Document
- Chapter 08 Storage Layer
- Chapter 08 Vector
- Chapter 09 Timeseries
- Chapter 10 Enterprise
- Chapter 11 Realtime
- Chapter 12 Computervision
- Chapter 13 Fulltext
- Chapter 14 Geospatial
- Chapter 15 Analytics
- Chapter 16 Ml
- Chapter 16 Sharding
- Chapter 17 LLM Integration
- Chapter 17 Scaling
- Chapter 18 HA
- Chapter 18 Ml
- Chapter 19 Monitoring
- Chapter 19 Monitoring Observability
- Chapter 20 Backup
- Chapter 20 Performance
- Chapter 21 Auth
- Chapter 21 Performance
- Chapter 22 Clients
- Chapter 22 Encryption
- Chapter 23 Testing Qa
- Chapter 24 Ai Ethics
- Chapter 25 Devops Infrastructure
- Chapter 26 Migration Legacy
- Chapter 27 Troubleshooting
- Chapter 28 AQL Reference
- Chapter 29 Analytics Process Mining
- Chapter 30 Deployment Operations
- Chapter 31 API Protocols
- Chapter 32 API Design Rest Principles
- Chapter 32 AQL Oop Implementation
- Chapter 33 Best Practices
- Chapter 34 Query Optimization
- Chapter 35 Data Modeling Patterns
- Chapter 36 Security Hardening
- Chapter 37 Ecosystem Integration
- Chapter 38 Observability Sre
- Chapter 39 Performance Tuning Cookbook
- Chapter 40 Data Governance Compliance
- Chapter 41 Hands On Labs
- Chapter 42 Docs Assistant Usage
- Chapter MVCC Hlc
- Cover
- Cover Book
- Index
- Preface
- Test Links Example
- Batch Operations
- Best Practices
- CRUD Tutorial
- Custom Document Ingestion
- Getting Started Tutorial
- Interactive Examples
- Schema Design
- Video Tutorials
- AQL Reference
- AQL Examples
- AQL Overview
- AQL Feature Roadmap
- AQL Geospatial Guide
- AQL LLM Migration Guide
- AQL API
- AQL Grammar (EBNF)
- AQL Root Overview
- AQL Examples (root)
- API Reference
- API Module README
- OpenAPI Overview
- Client SDK Overview
- SDK Overview
- Operations
- Operations Overview
- Operations Runbook
- Operations Handbook
- ThemisCtl Admin Guide
- Pipeline E2E SOPs
- Docker Overview
- Docker Hub README
- Helm Overview
- Packaging Overview
- Operator Overview
- Security Policy
- Production Hardening Checklist
- Security Hardening Guide
- Encryption Key Management
- Access Control Framework
- Zero Trust Policy
- API Authentication & Authorization
- HSM Production Setup
- PKCS11 Integration
- DSGVO / SOC2 Checklist
- Access Model Runbooks
- Access Model Dashboard
- Maturity Automation Runbook
- Access Review Automation
- Access Model Dashboard
- Access Model Runbooks
- Rights Revocation
- Dr Checklists
- Dr Testing
- Incident Response Playbook
- Incident Response Testing
- GPU Oom Recovery
- Grammar Debugging
- Metrics Scrape Troubleshooting
- Model Swap Procedure
- Quota Tuning
- Subagent Deployment
- Logging Configuration
- Content Model
- Crypto & Keys
- Feature Flags Reference
- Modular Architecture Roadmap
- Modularization Guide
- Module Architecture Index
- PostgreSQL Wire Protocol
- Query Scheduling
- Raft Consensus Design
- Resource Pooling
- Source Directory Guide
- Unified Access Model
- E1 001 Layered Retrieval Design
- E1 002 Ann Abstraction Strategy
- E1 003 Tensor Summary Types
- E1 004 Lora Package Distinction
- E1 005 Model Switch Compatibility
- E1 006 Federated Tensor Summaries
- E2 001 Evaluation Framework Design
- E2 002 Hardware Profile Strategy
- E2 003 Query Planner Routing Model
- E2 004 Approximation Governance Rules
- E2 005 Cross Layer Fallback Confidence Policy
- E3 001 Distributed Tensor Design
- E3 002 Manifest Coordination Strategy
- E3 003 Recovery And Erasure Choice
- E3 004 Tensor Fabric Infrastructure
- Contributing
- Contributing (root)
- Code of Conduct
- Support
- Maintainers
- CTest Guide
- Build Quick Reference
- Developer Wiki Index
- Build / Test / CI
- Module Index
- Branching Strategy
- Release Strategy
- CI Policy Gates Wave C
- Disabled Stub Policy
- Docs PR Policy
- GA Promotion Sign Off
- Github Milestones Setup
- Governance Policies Phase1
- GPU Self Hosted Runner Requirements
- Hardening Phase 1 2 Summary 2026 09 23
- Maturity Claim Verification Checklist
- Maturity Evidence Registry
- Merge Gate Bot Config
- Merge Gate Status Live
- Phase 1 Closure Report
- Phase 1 Infrastructure Deployment
- Phase 1 Infrastructure Deployment Complete
- Phase 3 Baseline Capture
- Phase 3 Refinement Spec
- Phase 4 Sign Off And Closure
- Phase Closure Policy
- Phase Dependency Graph
- Phase3 Enforcement Runbook
- Plugin Submodule Rollback
- PR Version Targeting
- PR Version Targeting Backfill
- Production Ready 2026 Delivery Plan
- Publish Workflow Audit 2026 09 23
- Query Module Status
- Readme
- Release Governance
- Release Promotion Gate Policy
- Release Validation Checklist
- Root Hygiene Policy
- SBOM Approved Versions
- Security Compliance Audit Report 2026 08 10
- Security Module 5671 Evidence Summary
- Sharding P6 Residual Risk Acceptance
- Sourcecode Compliance Governance
- Src Module Documentation Compliance 2026 09 20
- Updates Development Status Sign Off
- Wave C Implementation Complete
- Wave C Implementation Plan
- Wave C Ml Exit Gate Sign Off
- Wave C Policy Gate Evidence
- Wiki Publish Tracking Guide
- Blob Storage
- Cuda
- Ethics Ai
- Exporters
- Huggingface
- Image Analysis
- Importers
- RPC
- Scraper
- Themisdb Ai Watermark Detector
- User Storage Encrypted
- Chimera Architecture
- Chimera Future
- Chimera Readme
- Chimera Roadmap
- Covina Fastapi Ingestion Architecture
- Covina Fastapi Ingestion Future
- Covina Fastapi Ingestion Roadmap
- Vcc Base Architecture
- Vcc Base Future
- Vcc Base Roadmap
- Vcc Clara Ingestion Architecture
- Vcc Clara Ingestion Future
- Vcc Clara Ingestion Roadmap
- Vcc Veritas Architecture
- Vcc Veritas Future
- Vcc Veritas Roadmap
- 01 Hello World
- 02 Todo App
- 03 Contact Manager
- 04 Inventory System
- 05 Time Series Monitor
- 06 Graph Social Network
- 07 Vector Search Documents
- 08 Dms Erp System
- 09 Iot Sensor Network
- 10 Drone Image Analysis
- 11 Blog Wiki
- 12 Expense Tracker
- 13 Recipe Manager
- 14 Ecommerce Catalog
- 15 Event Management
- 16 Kanban Board
- 17 Crm
- 18 Realtime Chat
- 19 Recommendation Engine
- 20 Smart Home
- 21 Coding Platform
- 22 AQL Diagram Tool
- 23 Traveling Salesman
- 24 Moral Philosophy Debates
- API Versioning
- Distributed Sharding
- Feedback Plugins
- Geo
- Gnn
- Image Analysis
- Legal Lora Training
- LLM
- Lora Sync
- Migration
- Nlp
- Performance
- Railway
- Replication
- Rope Visualization
- Sample Product Config
- Security
- Client SDK Overview
- Quickstart
- Sdk Enhancements
- Sdk Implementation Summary
- Test Suite Readme
- Go
- Java
- Javascript
- Php
- Python
- Ruby
- Rust
- Typescript
- 01 Grundlegende Operationen
- 02 AQL Queries
- 03 Graph Daten
- 04 Multimodell Anwendung
- 01 Quickstart Guide
- 02 AQL Referenz Kurzuebersicht
- 03 Datenmodellierung Guide
- 04 Uebungsaufgaben
- 05 Best Practices Guide
- Training Documents
- Training Overview
- 01 Einfuehrung Und Uebersicht
- 02 Datenmodelle Und Architektur
- 03 AQL Abfragesprache
- 04 Installation Und Setup
- 05 Anwendungsbeispiele
- Training Presentations
- Dependencies Readme
- Processmonitor Readme
- Themis.admintools.shared Readme
- Themis.aqlquerybuilder Readme
- Themis.aqlquerybuilder Roadmap
- Themis.auditlogviewer Readme
- Themis.auditlogviewer Roadmap
- Themis.classificationdashboard Readme
- Themis.classificationdashboard Roadmap
- Themis.compliancereports Readme
- Themis.compliancereports Roadmap
- Themis.gisviewer.controlpanel Readme
- Themis.gisviewer.controlpanel Roadmap
- Themis.impactanalysisviewer Readme
- Themis.impactanalysisviewer Roadmap
- Themis.ingestiontool Readme
- Themis.ingestiontool Roadmap
- Themis.keyrotationdashboard Readme
- Themis.keyrotationdashboard Roadmap
- Themis.piimanager Readme
- Themis.piimanager Roadmap
- Themis.retentionmanager Readme
- Themis.retentionmanager Roadmap
- Themis.sagaverifier Readme
- Themis.sagaverifier Roadmap
- Themis.usbadmintool Readme
- Themis.usbadmintool Roadmap
- Architecture Generator Readme
- CI Readme
- CI Roadmap
- Compiler Diagnostics Readme
- Compiler Diagnostics Roadmap
- Completion Readme
- Copilot Ollama Router Readme
- Copilot Ollama Router Roadmap
- Gnn Readme
- Gnn Roadmap
- Rope Visualizer Readme
- Rope Visualizer Roadmap
- Tco Calculator Readme
- Tco Calculator Roadmap
- Tests Readme
- Tests Roadmap
- Themis Config Wx Readme
- Themis Docs Builder Readme
- Wikipedia Ingestion Readme
- Ai Metadata And Provenance
- Build / Test / CI
- Governance And Roadmap
- Developer Wiki Index
- Module Direct Doxygen Check
- Module Doxygen Baseline Summary
- Module Doxygen Batch
- Module Doxygen Coverage Summary
- Module Doxygen Smoke Summary
- Modules And Apis
- Retrieval Direct Doxygen Check
- Soll Ist Gap Summary
- Wiki Delta Report