Local-first LLM orchestration, air-gapped privacy, Sentry bug healing, and multi-agent swarm execution. Runs on LM Studio, Ollama, Claude 3.7, and GPT-4o.
pip install -e .
Designed from the ground up to replace generic chat wrappers with a deterministic, capability-aware sovereign AI engineer.
Default execution runs 100% on your hardware via LM Studio and Ollama. Enable VIKI_AIR_GAP=1 for strict zero outbound telemetry.
Intelligent provider fallback dynamically shifts simple queries to local models and complex reasoning tasks to Claude 3.7 or GPT-4o.
Ingests live Sentry & Datadog stack traces, reproduces errors inside clean Git worktrees, applies codemods, and verifies via pytest.
Bakes accumulated SQLite lessons and project wisdom directly into custom LM Studio model profiles without needing expensive GPU training.
Orchestrates leader-worker agent trees using Monte Carlo Tree Search for complex multi-file architectural refactoring tasks.
Full-SDLC workflows covering spec-driven development, AST codemods, OpenAPI 3.1 / gRPC proto generation, and security auditing.
Run completely offline with local open weights or scale out to cloud frontier APIs seamlessly.
| Provider | Supported Profiles / Models | Privacy Mode | Primary Recommendation |
|---|---|---|---|
| LM Studio | gemma-4-e4b, qwen3.5-9b, deepseek-r1 | 100% Local / Air-Gapped | Local primary default for daily coding & privacy |
| Ollama | llama3, codellama, mistral, phi3 | 100% Local / Air-Gapped | Zero-cost CLI automation & local background tasks |
| Anthropic | claude-3-7-sonnet, claude-3-5-haiku | Cloud API | Complex multi-file refactoring & architecture |
| OpenAI | gpt-4o, gpt-4o-mini, o3-mini | Cloud API | Deep technical review & TDD plan generation |
| Google Gemini | gemini-2-5-pro, gemini-2-5-flash | Cloud API | Multimodal vision analysis & large context research |
Every request passes through a 5-layer deliberation pipeline designed for maximum accuracy and zero unvetted actions.
Architected specifically for sovereign developers who require complete ownership over their AI workflow.
| Feature | VIKI | AutoGPT | LangChain | Manus / Devin |
|---|---|---|---|---|
| 100% Air-Gapped Operation | ✔ Yes | ✖ No | ✖ No | ✖ No |
| LM Studio & Ollama Native | ✔ Yes | ✖ Partial | ✖ Code only | ✖ No |
| Automated Sentry Bug Healing | ✔ Yes | ✖ No | ✖ No | ✖ Proprietary |
| Neural Forge Prompt Baking | ✔ Yes | ✖ No | ✖ No | ✖ No |
| MCTS Multi-Agent Swarms | ✔ Yes | ✖ No | ✖ Manual DAG | ✖ Proprietary |
| Apache 2.0 Open Source | ✔ Yes | ✔ Yes | ✔ Yes | ✖ Closed |
Launch VIKI locally on Windows, macOS, or Linux in less than two minutes.
git clone https://github.com/Orythix/viki.git
cd viki
pip install -e .
cp .env.example .env
# Set LM Studio/Ollama host
# or add OpenAI/Claude keys
viki
# or run single query:
viki "fix bug in auth.py"