SIDIX
Self-Hosted AI Agent with Epistemic Integrity
Honest. Cited. Verifiable. Run your own AI agent — no vendor lock-in, no cloud dependency, no hallucination left unlabeled.
Calibrate
Every answer carries an epistemic label: [FACT] [OPINION] [UNKNOWN]
Trace
Every claim has a traceable source chain — auditable, verifiable, no ghost citations.
Scrutinize
Answers pass an epistemological filter before they reach you. Skepticism is a feature.
What's inside
Built different, on purpose
Every design decision traces back to one goal: an AI agent you can actually trust because you can verify it.
RAG + BM25 Retriever
Search your local corpus without embedding API calls. BM25 + dense retrieval, fully offline.
ReAct Agent Loop
Reason → Act → Observe → repeat. Grounded answers through iterative tool use, not single-shot guessing.
Multilingual Native
Bahasa Indonesia · Arabic · English — plus Javanese, Sundanese. Automatic language detection.
User Intelligence
Auto-detects language, literacy level, intent, and cultural context. Answers calibrated to the reader, not a generic profile.
5 Personas
MIGHAN (Creative) · TOARD (Planning) · FACH (Academic) · HAYFAR (Technical) · INAN (Simple). One brain, five voices.
Safety Policy G1
Anti-injection, anti-toxic, anti-PII guard. Tool execution is whitelisted — OFF by default, explicit permission required.
Fine-Tuned Model
Qwen2.5-7B + QLoRA (r=16, 40M trainable params). 713 Q&A trilingual dataset. 84 min Kaggle T4 training.
Zero Cloud Dependency
No OpenAI, no Anthropic, no Gemini API by default. Your data never leaves your machine without your explicit consent.
50+ Research Notes
AI/ML, Coding, Web, Mobile, Game Dev, Linguistics, Visual AI — growing corpus, community-extensible.
Get running in 5 minutes
Quick Start
Python 3.11+ · Node 18+ · 4GB RAM minimum
1 · Clone & Install
git clone https://github.com/fahmiwol/sidix.git
cd sidix
pip install -r apps/brain_qa/requirements.txt
2 · Build Index
python -m brain_qa index
3 · Run
python -m brain_qa serve
# Terminal 2 — UI (port 3000)
cd ../../SIDIX_USER_UI
npm install && npm run dev
4 · Ask
python -m brain_qa ask "What is RAG?"
# Or open browser: http://localhost:3000
Completed ✓
RAG + BM25 Retriever
Local corpus search without API dependency
ReAct Agent Loop
Multi-step reasoning with tool use
Islamic Epistemology Engine
Maqasid 5-axis + Sanad validator + Constitutional check
Fine-tune v1 (Qwen2.5-7B QLoRA)
713 Q&A trilingual dataset on Kaggle T4
50+ Research Notes Corpus
AI/ML, Coding, Web, Mobile, Game, Linguistics, Visual AI
Hafidz Ledger (Merkle tamper-evident log)
Append-only verifiable corpus log
In Progress
GPU Inference Integration
Qwen2.5-7B + PeftModel local inference
Docker Deployment
VPS-ready container, sidixlab.com live
Planned
Streaming SSE fully wired to epistemology engine
Fine-tune v2 (expanded corpus)
Vision AI (LLaVA / Qwen-VL caption pipeline)
Distributed Hafidz sync (P2P corpus nodes)
Mobile app
Open source, built together
Contribute to SIDIX
Whether you write code, research, or documentation — every contribution moves the mission forward.
Research Notes
Add topics to brain/public/research_notes/. Any domain welcome.
Translations
Help expand corpus coverage in more languages. Indonesian, English, Arabic, and beyond.
See translation tasks →New Tools
Add agent tools to agent_tools.py. Whitelisted, sandboxed by default.
Documentation
Improve or extend docs. Especially setup guides, architecture notes, and tutorials.
See doc tasks →Ready to contribute?
Read our contribution guide, check open issues, and open your first PR.
Stay in the loop
Project Status
Bug Reports
Report issues & track fixes
Feature Requests
Suggest new capabilities
Discussions
Ideas, Q&A, community
Backlog
Full project board
Send a Message
Feedback, questions, partnership ideas — we read every message.
Community
Follow Along
Updates, demos, and behind-the-scenes on the build.
Newsletter
Stay Updated
Release notes, new features, and research updates. No spam. Unsubscribe anytime.
Or subscribe via RSS feed for changelog updates.
Support
Help Keep SIDIX Free
SIDIX is MIT-licensed and solo-built. If it's useful to you, a sponsorship helps cover server costs and development time.