|
1 |
| -# Second Brain v2.8.1 🧠 - **AI-Powered Reasoning & Advanced Content Analysis** 🚀 |
| 1 | +# Second Brain v2.8.2 🧠 - **Synthesis: AI Reports, Spaced Repetition & Real-time Updates** 🚀 |
2 | 2 |
|
3 |
| -           |
| 3 | +           |
4 | 4 |
|
5 |
| -> **Major Release v2.8.1** - Enhanced with advanced content analysis, BERTopic modeling, NetworkX graphs, and transformer-based NLP capabilities |
| 5 | +> **Major Release v2.8.2 "Synthesis"** - Automated report generation, scientific spaced repetition, and WebSocket real-time updates |
| 6 | +
|
| 7 | +## 🚀 **Evolution of Intelligence: v2.8.0 → v2.8.2** |
| 8 | + |
| 9 | +The Second Brain has evolved through three major intelligence milestones: |
| 10 | + |
| 11 | +1. **v2.8.0 "Reasoning"** 🧠 - Built the foundation with multi-hop reasoning, knowledge graphs, and interactive visualization |
| 12 | +2. **v2.8.1 "Analysis"** 🔬 - Enhanced with BERTopic modeling, NetworkX analytics, and transformer-based NLP |
| 13 | +3. **v2.8.2 "Synthesis"** 🎯 - Completed with automated reports, spaced repetition, and real-time updates |
| 14 | + |
| 15 | +Each release builds upon the previous, creating a comprehensive AI-powered knowledge management system. |
| 16 | + |
| 17 | +--- |
| 18 | + |
| 19 | +## 🎯 **v2.8.2 Synthesis Release - "Knowledge Synthesis"** |
| 20 | + |
| 21 | +### 📊 **NEW: Automated Report Generation** |
| 22 | +- **10 Report Types** - Daily, Weekly, Monthly, Quarterly, Annual, Insights, Progress, Knowledge Map, Learning Path, Custom |
| 23 | +- **7 Export Formats** - PDF, HTML, Markdown, JSON, Email, DOCX, CSV |
| 24 | +- **AI-Powered Summaries** - GPT-4 integration for executive summaries and insights |
| 25 | +- **Scheduled Reports** - Cron-based automation with customizable delivery |
| 26 | +- **Report Templates** - Reusable configurations for consistent reporting |
| 27 | + |
| 28 | +### 🧠 **NEW: Spaced Repetition System** |
| 29 | +- **3 Algorithms** - SuperMemo 2, Anki-style, and Leitner Box System |
| 30 | +- **Smart Scheduling** - Forgetting curves and optimal review time calculations |
| 31 | +- **Session Management** - Track learning sessions with detailed statistics |
| 32 | +- **Bulk Operations** - Schedule multiple memories with intelligent distribution |
| 33 | +- **Learning Analytics** - Retention rates, streaks, difficulty distribution |
| 34 | + |
| 35 | +### 🔄 **NEW: WebSocket Real-time Updates** |
| 36 | +- **15+ Event Types** - Memory, review, report, and system events |
| 37 | +- **Pub/Sub Architecture** - Pattern-based subscriptions for targeted updates |
| 38 | +- **Connection Management** - Auto-reconnect, rate limiting, connection pooling |
| 39 | +- **Cross-User Broadcasting** - Share events across user sessions |
| 40 | +- **<100ms Latency** - Near real-time event delivery |
6 | 41 |
|
7 | 42 | ## 🚀 **v2.8.1 Enhanced Release - "Analysis"**
|
8 | 43 |
|
9 |
| -### 🔬 **NEW: Advanced Content Analysis Suite** |
| 44 | +### 🔬 **Advanced Content Analysis Suite** |
10 | 45 | - **BERTopic Modeling** - Transformer-based topic discovery with hierarchical clustering
|
11 | 46 | - **NetworkX Graph Analysis** - Centrality metrics, community detection, and path finding
|
12 | 47 | - **Enhanced Structured Extraction** - Form parsing, schema inference, advanced table parsing
|
|
0 commit comments