StillMe v0.4.0 Released - Vector DB + RAG System Operational!

[anhmtk]

🚀 StillMe v0.4.0 - Major Update Released

✨ What's New

🔥 Vector DB Integration (MVP Complete)

• ✅ ChromaDB integration hoàn tất
• ✅ Semantic search với embeddings (sentence-transformers)
• ✅ RAG system operational - AI có thể retrieve context từ knowledge base
• ✅ Embedding service hỗ trợ multi-text encoding

🤖 Automated Learning Pipeline

• ✅ Learning Scheduler chạy tự động mỗi 4 giờ
• ✅ RSS Pipeline fetch content từ trusted sources
• ✅ Self-Diagnosis Agent - AI tự phát hiện knowledge gaps
• ✅ Content Curator - Tự động prioritize learning content

📊 Enhanced Dashboard

• ✅ Real-time metrics - Evolution progress, Vector DB stats
• ✅ RAG Interface - Add knowledge, query context
• ✅ Learning Analytics - Track learning sessions
• ✅ Chat Interface - Interactive AI communication

🛠️ Technical Improvements

• ✅ FastAPI Backend - RESTful API với comprehensive endpoints
• ✅ Streamlit Frontend - Modern, responsive dashboard
• ✅ Docker Support - 1-click deployment
• ✅ Public Deployment Ready - Railway.app & Render.com configs

🎯 Try It Now

Quick Start:

# Docker (Recommended)
docker-compose up -d

# Or Manual
pip install -r requirements.txt
uvicorn backend.api.main:app --reload
streamlit run dashboard.py

Access:

• Dashboard: http://localhost:8501
• API: http://localhost:8000
• API Docs: http://localhost:8000/docs

📈 What's Next

v0.5 - Enhanced Metrics (In Progress)

• Accuracy tracking
• Knowledge retention metrics
• Quality-based evolution

v0.6 - Advanced RAG (Planned Q2 2026)

• Multi-modal embeddings
• Knowledge graph integration
• Query expansion

v0.7 - Meta-Learning (Planned Q2-Q3 2026)

• Curriculum learning
• Self-optimization
• Learning efficiency tracking

🙏 Thank You

Cảm ơn community đã support StillMe! 🎉

Join the movement:

• ⭐ Star the repo if you find it interesting
• 🐛 Report bugs via Issues
• 💡 Suggest features via Discussions
• 🤝 Contribute code via Pull Requests

Resources:

• 📖 Full Documentation
• 🚀 Quick Start Guide
• 💬 Join Discussions

Let's build the future of transparent AI together! 🌟