Documentation - Technical References

This folder contains technical documentation and status reports for the ReasoningBank models project.

Files in This Directory

Schema & Compatibility

• COMPATIBILITY.md - Complete schema reference
  • All 12 table schemas documented
  • Usage examples for each table
  • API integration examples (JavaScript, Python)
  • Troubleshooting guide
  • Performance characteristics

Project Status

• COMPLETION-SUMMARY.md - Full project completion report

  • Training results for all 5 models
  • Quality metrics and benchmarks
  • Deliverables checklist
  • Achievement summary

• SCHEMA-UPDATE-SUMMARY.md - Schema update details

  • What changed (4-8 tables → 12 tables)
  • New capabilities added
  • Migration guide
  • Before/after comparison

• VERIFICATION-COMPLETE.md - Final verification status

  • All tests passed
  • Data integrity confirmed
  • Compatibility verified
  • Performance validated

Quick Links

For Users

• Model Catalog - Choose and install a model
• How to Use Models - Installation and usage
• Schema Reference - Database tables and commands

For Developers

• How to Train Models - Create custom models
• Scripts Reference - Utility scripts
• Completion Summary - Technical details

For Researchers

• Google Research Paper - arXiv:2509.25140
• Architecture Details - Technical deep-dive
• Completion Summary - Training methodology

Navigation

models/
├── _docs/              ← You are here (technical docs)
│   ├── COMPATIBILITY.md
│   ├── COMPLETION-SUMMARY.md
│   ├── SCHEMA-UPDATE-SUMMARY.md
│   └── VERIFICATION-COMPLETE.md
├── _scripts/           ← Utility scripts
├── safla/              ← Model: SAFLA (2,000 patterns)
├── google-research/    ← Model: Google Research (3,000 patterns)
├── code-reasoning/     ← Model: Code Reasoning (2,500 patterns)
├── problem-solving/    ← Model: Problem Solving (2,000 patterns)
├── domain-expert/      ← Model: Domain Expert (1,500 patterns)
├── README.md           ← Start here!
├── HOW-TO-USE.md       ← Usage guide
├── HOW-TO-TRAIN.md     ← Training guide
└── INDEX.md            ← Complete index

Last Updated: 2025-10-15 Purpose: Technical documentation and project status