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EviAI 3.1 – Secure Intelligence Edition
Where Every Answer Tells the Story of Its Source.
Overview
EviAI is a self-contained, end-to-end encrypted, offline-capable trusted intelligence platform designed for individuals and organizations that require:
- Privacy
- Transparency
- Verifiable answers
- Complete data ownership
- Secure AI execution
- Long-term knowledge preservation
Unlike cloud-dependent AI assistants, EviAI is designed as a modular local-first system that combines:
- AI reasoning
- Source verification
- Encrypted memory
- Knowledge management
- Secure execution
- Multi-agent intelligence
- Extensible plugins
EviAI transforms AI from a simple chatbot into a private intelligence infrastructure layer.
Core Design Philosophy
Privacy First
Users control:
- Data
- Memory
- Models
- Archives
- Policies
- Permissions
No mandatory cloud services.
Verification First
Every AI response can include:
- Sources
- Citations
- Confidence score
- Verification lineage
- Reasoning summary
- Conflicting information
Intelligence should be explainable, traceable, and verifiable.
Modular Architecture
EviAI is built as a collection of independent modules.
Each module can be:
- Enabled
- Disabled
- Updated
- Replaced
- Extended through plugins
The architecture separates required platform capabilities from optional extensions.
Core Platform Modules
The following modules provide the foundation of EviAI.
Core Security Module
Provides the security foundation for all EviAI operations.
Features
- End-to-end encryption
- Encrypted database storage
- Encrypted embeddings
- Encrypted archives
- Secure key management
- Hardware security key support
Supported encryption:
- AES-256
- ChaCha20-Poly1305
Protects:
- Conversations
- Files
- Memory
- Projects
- Imported archives
Core Intelligence Engine
The primary AI reasoning system.
Features
- Local AI model support
- Model switching
- Context management
- Prompt orchestration
- Reasoning pipelines
- Response generation
Supports:
- Local models
- Remote models (optional)
- Hybrid intelligence workflows
Core Verification Engine
The foundation of EviAI’s trusted intelligence system.
Every answer can be processed through:
- Research
- Source collection
- Cross-validation
- Confidence scoring
- Contradiction detection
- Final verification
Provides:
- Source attribution
- Citation tracking
- Verification history
- Trust scoring
Core Knowledge Archive Module
A permanent encrypted intelligence archive.
Stores:
- Conversations
- Projects
- Files
- Research
- Generated content
- Memory objects
Features:
- Unlimited chat history
- Timeline tracking
- Archive versioning
- Export/import support
Core Search Engine Module
Provides universal search across all EviAI data.
Search methods:
- Keyword search
- Semantic search
- Hybrid ranking
- Entity search
- Timeline search
- Relationship search
- Code search
Searches:
- Chats
- Files
- Memories
- Sources
- Projects
- Outputs
Core Memory System
A transparent AI memory framework.
Features:
- User-controlled memory
- Memory editing
- Memory deletion
- Memory locking
- Memory export
- Memory import
Memory categories:
- Temporary memory
- Persistent memory
- Protected memory
Core Multi-Agent Orchestration Module
Coordinates specialized AI agents.
Agents may include:
- Research Agent
- Verification Agent
- Coding Agent
- Security Agent
- Analysis Agent
- Writing Agent
Workflow:
User Request
↓
Planner Agent
↓
Specialized Agents
↓
Verification Layer
↓
Final Output
Core Import / Export Module
Provides universal data portability.
Supports:
Import
- AI chat histories
- JSON
- Markdown
- SQLite
- ZIP archives
- Git repositories
- Knowledge databases
Export
- Encrypted archives
- Knowledge packages
- Memory modules
- Research reports
Core API Integration Module
Allows EviAI to connect with external systems.
Supports:
- REST APIs
- GraphQL
- Local scripts
- System tools
- Internal services
Features:
- API authentication
- Workflow chaining
- Data validation
- Offline fallback
Core Governance Module
Creates enforceable AI policies.
Users can define:
- Allowed actions
- Forbidden actions
- Data permissions
- Privacy rules
- Compliance requirements
Features:
- Version-controlled policies
- Audit logs
- Rule enforcement
Core Analytics Module
Tracks intelligence activity.
Provides:
- Source reliability trends
- Usage analytics
- Knowledge growth
- Agent performance
- Verification statistics
Optional Plugin Modules
Plugins extend EviAI without modifying the core platform.
CyberDefense Plugin
Advanced AI security analysis.
Code Safety Review
Detects:
- Malware patterns
- Backdoors
- Unsafe imports
- Dependency attacks
- Remote execution risks
Malware Analysis
Includes:
- Static analysis
- Signature detection
- Behavioral analysis
- Sandbox testing
Automated Security Fixes
Generates:
- Patches
- Safer alternatives
- Security explanations
Secure Execution Sandbox Plugin
Allows AI-controlled task execution.
Capabilities:
- Code execution
- Data analysis
- Script automation
- File generation
Security:
- Isolated environment
- Restricted permissions
- Network controls
- Filesystem controls
Proof Mode Plugin
Advanced explainability system.
Provides:
- Step-by-step reasoning summaries
- Evidence chains
- Source relationships
- Verification paths
Citation & Research Plugin
Designed for professional research.
Features:
- APA citations
- MLA citations
- Chicago citations
- Bibliography generation
- Research reports
Knowledge Graph Plugin
Creates visual intelligence maps.
Displays:
- Topics
- Relationships
- Sources
- Conversations
- Knowledge clusters
Multimodal Creation Plugin
Adds creative generation capabilities.
Supports:
- Images
- Video
- Animation
- Voice synthesis
- Storyboards
Website Builder Plugin
AI-powered application creation.
Generates:
- HTML/CSS/JS websites
- React applications
- Backend APIs
- Database schemas
- Dashboards
- Deployment configurations
Human Feedback Tutor Plugin
Adaptive learning assistant.
Supports:
- Coding education
- Research assistance
- Writing improvement
- Mathematics
- Design learning
Features:
- Step-by-step guidance
- Progress tracking
- Personalized instruction
Developer Plugin SDK
Allows developers to create extensions.
Supports:
- Custom agents
- New tools
- New data sources
- Industry-specific modules
Compliance Plugin Packs
Optional governance extensions.
Available packs:
- GDPR
- HIPAA
- COPPA
- CCPA
- PCI-DSS
- NIST 800-53
Specification Branding License (SBL)
Standard
- Fully AGPL-3.0+ compliant system
- Copyleft enforced for network deployments
- Required attribution:
- Roxanne Ardary
- roxanneardary.com
Optional
- Specification Branding License (SBL)
- Attribution-free commercial deployment
- Pricing based on scale, usage, and deployment scope
- https://roxanneardary.com/eviai/
License & Notice Requirements
EviAI is released under the GNU Affero General Public License v3.0 or later (AGPL-3.0+). By contributing to this project, you agree that your contributions will also be released under this license.
Please note the following:
- All contributions must comply with the AGPL-3.0+ terms.
- Under Section 7 of the license, all redistributions, forks, and derivative works must preserve attribution to Roxanne Ardary and roxanneardary.com.
- EviAI specifications are free to use with attribution. A Specification Branding License can be negotiated upon request.
- The project’s notice.md file tracks attribution requirements and contributor acknowledgments. Any update that adds new contributors or modifies attribution should also update notice.md.
- When submitting a pull request, ensure that any new files maintain the attribution headers where applicable.
- Network-deployed versions of this software must also remain fully AGPL-3.0+ compliant, including exposure of source code modifications when applicable under the license.
For full legal details, please refer to the AGPL-3.0+ license and the project’s notice.md file.
Notice – EviAI
Attribution Requirement: Under Section 7 of the AGPL 3.0+ license, all redistributions, forks, and derivative works, including network-deployed versions of this project, must provide attribution to Roxanne Ardary and roxanneardary.com.
Contributors
This file tracks contributors and their specific contributions to the project.
- Roxanne Ardary, roxanneardary.com – March 13, 2026
Created the repository for EviAI. Developed a self-contained, end-to-end encrypted, offline-capable AI system that provides local reasoning, private archives, unlimited chat history with deep semantic search, automatic code safety and malware detection, and user-controlled governance with verifiable sources. - [Add other contributors here] – [Date]
[Describe contribution in one sentence]
License – EviAI
This repository is licensed under the GNU Affero General Public License v3.0 or later (AGPL-3.0+).
Key Points:
- You are free to use, modify, and distribute the code.
- All redistributions, forks, and derivative works or network-deployed versions must also be licensed under AGPL-3.0+ and provide attribution to Roxanne Ardary and roxanneardary.com as required under Section 7 of the license.
- The software is provided “as is,” without warranty of any kind.
For the full license text, see GNU AGPL-3.0 License .
