Note: Model information current as of March 2026. AI evolves rapidly - verify at provider websites.

1. INSTALL.md - Installation and setup
2. QUICK_START.md - Your first research job
3. EXAMPLES.md - Real-world usage examples

• FEATURES.md - Complete feature reference
• EXPERTS.md - Domain expert system guide
• MODELS.md - Model selection and provider guide

• ARCHITECTURE.md - Technical architecture and security
• BENCHMARKS.md - Model benchmarks, scoring methodology, and results
• CHANGELOG.md - Version history

• ../ROADMAP.md - Development priorities and status
• VISION.md - Future direction (aspirational)

• reference/ - Technical reference docs

• archive/ - Historical docs, completed work, old specifications (policy)

Keeping Current: When new AI models are released, update the model registry at deepr/providers/registry.py. Never hardcode model names elsewhere.