Documentation Index
Fetch the complete documentation index at: https://docs.praison.ai/llms.txt
Use this file to discover all available pages before exploring further.
Decision Guide
This guide helps you choose the right integration model for your use case.Quick Decision Tree
Comparison Matrix
| Criteria | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 |
|---|---|---|---|---|---|---|
| Latency | Lowest | Low | Medium | Medium | Variable | Low |
| Language | Python | Any | Any | Any | Any | Platform |
| Complexity | Low | Low | Medium | High | High | Medium |
| Multi-tenant | ❌ | ❌ | ❌ | ✅ | ✅ | ❌ |
| Async | ❌ | ❌ | ❌ | ❌ | ✅ | ❌ |
| Auth built-in | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ |
| Streaming | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ |
By Use Case
| Use Case | Primary Model | Alternative |
|---|---|---|
| SaaS support replies | Model 3/4 | Model 1 |
| Meeting notes | Model 2/5 | Model 1 |
| SQL assistant | Model 1 | Model 3 |
| Code review | Model 6/2 | Model 3 |
| Marketing content | Model 3 | Model 5 |
| Customer onboarding | Model 4 | Model 3 |
| Fraud detection | Model 5 | Model 4 |
| Document Q&A | Model 1/3 | Model 4 |
| Sales coaching | Model 5 | Model 2 |
| Data migration | Model 2 | Model 1 |
| Multi-agent router | Model 1/3 | Model 4 |
| Localization | Model 5/2 | Model 3 |
By Environment
Development
- Recommended: Model 1 (SDK) or Model 2 (CLI)
- Why: Fast iteration, easy debugging
Staging
- Recommended: Model 3 (HTTP Sidecar)
- Why: Mimics production, tests HTTP integration
Production
- Recommended: Model 4 (Remote Runner) or Model 5 (Event-Driven)
- Why: Scalable, secure, monitored
Configuration Consolidation
Using agents.yaml for All Config
You can consolidate serve configuration into your existingagents.yaml file instead of maintaining a separate serve.yaml:
- ✅ Single configuration file
- ✅ Agent definitions + server config together
- ✅ Easier to manage
- ✅ Version control friendly
Next Steps
- Review detailed Integration Models
- Explore Use Cases for patterns
- Check Personas for role guidance