# Akili
> Data Product Platform-as-a-Service. Declare, deploy, and serve production-grade data products with 6 YAML manifests. Orchestration, quality gates, multi-tenant isolation, and lineage — handled.

## Docs
- [Full documentation as single file](/llms-full.txt): All documentation pages concatenated for LLM consumption

## Getting Started
- [Introduction](/getting-started/introduction/): What Akili is and core principles
- [Quickstart](/getting-started/quickstart/): Create your first data product in 5 minutes

## Concepts
- [Concepts Overview](/concepts/): Core concepts of the Akili platform
- [System Architecture](/concepts/architecture/): Layers, components, and data flow
- [Orchestration](/concepts/orchestration/): How Dagster executes data pipelines
- [Quality & Governance](/concepts/quality-governance/): Quality scoring, lineage, classification, compliance
- [Serving Layer](/concepts/serving-layer/): Multi-tier serving with intent-based store routing

## Tutorial
- [End-to-End Tutorial](/guides/tutorial/): Complete lifecycle from declare to query
- [Step 1: Declare](/guides/tutorial/declare/): Initialize and write manifest files
- [Step 2: Deploy](/guides/tutorial/deploy/): Validate, register, deploy, and trigger
- [Step 3: Query](/guides/tutorial/query/): Monitor, query results, check quality

## Guides — Manifests
- [Writing Manifests](/guides/manifests/): Overview of the 6 YAML manifest files
- [Product & Inputs](/guides/manifests/product-inputs/): product.yaml and inputs.yaml
- [Output & Serving](/guides/manifests/output-serving/): output.yaml and serving.yaml
- [Quality & Compute](/guides/manifests/quality-compute/): quality.yaml and compute.yaml
- [Patterns & Examples](/guides/manifests/patterns/): Common patterns, validation, complete examples

## Guides — Quality
- [Quality Rules](/guides/quality/): Defining and monitoring data quality
- [Built-in Checks](/guides/quality/built-in-checks/): The 10 declarative quality check types
- [Custom Rules](/guides/quality/custom-rules/): Custom SQL and Python checks
- [SLA & Scoring](/guides/quality/sla-scoring/): SLA config, scoring, breach handling

## Guides
- [Ingestion Patterns](/guides/ingestion-patterns/): CDC, API polling, file upload, streaming
- [Serving Configuration](/guides/serving-configuration/): Store routing, caching, access control
- [Governance](/guides/governance/): Classification, retention, lineage, compliance

## API Reference
- [API Overview](/reference/api/): REST API overview and quick links
- [Authentication](/reference/api/authentication/): JWT auth, claims, role-based access
- [Endpoints](/reference/api/endpoints/): Complete endpoint reference (46 endpoints)
- [Responses & Errors](/reference/api/responses/): Envelope, pagination, error format
- [Middleware](/reference/api/middleware/): Rate limiting, tracing, idempotency, CORS
- [API Explorer](/api-explorer): Interactive OpenAPI 3.1 reference

## CLI Reference
- [CLI Overview](/reference/cli/): Complete CLI reference
- [akili auth](/reference/cli/auth/): Authentication management
- [akili config](/reference/cli/config/): CLI configuration
- [akili connection](/reference/cli/connection/): Connection management
- [akili discovery](/reference/cli/discovery/): Search and natural language query
- [akili dlq](/reference/cli/dlq/): Dead letter queue management
- [akili domain](/reference/cli/domain/): Domain management
- [akili governance](/reference/cli/governance/): Governance commands
- [akili ingestion](/reference/cli/ingestion/): Ingestion management
- [akili product](/reference/cli/product/): Data product management
- [akili registry](/reference/cli/registry/): Registry and dependency graph
- [akili run](/reference/cli/run/): Execution management
- [akili scaffold](/reference/cli/scaffold/): Scaffold new data products
- [akili tenant](/reference/cli/tenant/): Tenant management
- [akili validate](/reference/cli/validate/): Manifest validation

## Manifest Schema Reference
- [Manifest Overview](/reference/manifests/): The 6 YAML files
- [product.yaml](/reference/manifests/product/): Identity, domain, ownership
- [inputs.yaml](/reference/manifests/inputs/): Dependencies and external systems
- [output.yaml](/reference/manifests/output/): Schema contract
- [quality.yaml](/reference/manifests/quality/): Quality gates
- [compute.yaml](/reference/manifests/compute/): Runtime, engine, schedule, logic
- [serving.yaml](/reference/manifests/serving/): Intent-based store routing