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Why a Context Builder?

  1. Make it reliable for users - Ensure consistent, accurate responses
  2. Make it optimized - Reduce costs, tokens usage, and improve speed
Context is built with dazense using a CLI. The CLI will initialize your context repository and sync your context within this repo.

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How It Works

dazense uses a file-system approach to organize context: 
your-project/
├── dazense_config.yaml                    # Main configuration
├── RULES.md                           # Agent behavior rules
├── agent/                             # Agent tools and integrations
│   ├── mcps/                          # Model Context Protocols
│   └── tools/                         # Custom tools
├── databases/                         # Database context
├── docs/                              # Documentation files
├── repos/                             # Cloned repositories
├── semantics/                         # Semantic model + business rules
├── datasets/                          # Dataset bundles (trusted modes)
├── policies/                          # Enforcement policies (trusted modes)
├── contracts/                         # Runtime contracts/audit artifacts
└── queries/                           # Example queries

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Build Your Context

Learn how to add different types of context:
  • Databases - Connect databases and sync schemas
  • Repositories - Add dbt projects and documentation
  • Rules - Define how your agent should behave

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Next Steps

  • Context Configuration - Learn how to initialize and configure your dazense project
  • Context Principles - Core principles for optimizing your agent’s performance
  • Context Engineering Playbook - Step-by-step guide to building effective context for your analytics agent
  • Evaluation - Test and evaluate your agent with unit tests