# Lexigram

> Async-first, contract-driven Python application framework: agents, LLMs, RAG, skills and memory, plus a full backend (web, sql, cache, auth, queues, events) wired through one container.

## Useful Links

- [Framework repository](https://github.com/dbtinoy-/lexigram): source code, issues, and releases
- [Agent skills](https://github.com/dbtinoy-/lexigram-skills): drop Lexigram skills into Claude Code, OpenCode, Cursor, or any markdown-aware agent
- [GitHub Releases](https://github.com/dbtinoy-/lexigram/releases): version history and migration notes

## Overview

- [Live Demos](https://docs.lexigram.dev/demos/): Fifteen runnable demo apps proving the framework end to end — clone the repository and run any demo locally in minutes.
- [Lexigram](https://docs.lexigram.dev/index/): The AI Friendly Framework — a Python backend framework designed to work seamlessly with coding agents. Contracts and protocols let agents reason about your code. 18 AI packages let them build with it.

## Getting Started

- [Configuration](https://docs.lexigram.dev/getting-started/configuration/): YAML config, environment profiles, and auto-injection
- [Core Concepts](https://docs.lexigram.dev/getting-started/core-concepts/): Providers, dependency injection, the Result type, and modules
- [Your First App](https://docs.lexigram.dev/getting-started/first-app/): Build a working Lexigram web API from scratch
- [Installation](https://docs.lexigram.dev/getting-started/installation/): Install the Lexigram framework and get your environment ready
- [Project Structure](https://docs.lexigram.dev/getting-started/project-structure/): Recommended directory layouts for Lexigram projects

## Ecosystem

- [The Ecosystem](https://docs.lexigram.dev/ecosystem/): Every open-source Lexigram package, grouped by what it does.
- [Adoption Paths](https://docs.lexigram.dev/ecosystem/adoption-paths/): Staged adoption guide — start small, add capabilities as you grow.
- [AI Architecture](https://docs.lexigram.dev/ecosystem/ai-architecture/): How the AI packages compose — LLM client, RAG, agents, memory, sessions, skills, and MCP.
- [Choosing Backends](https://docs.lexigram.dev/ecosystem/choosing-backends/): Comparison matrices and decision guides for cache, search, storage, queue, and database backends.
- [Compatibility & Dependencies](https://docs.lexigram.dev/ecosystem/compatibility/): Inter-package dependency rules, version notes, and known constraints.
- [lexigram](https://docs.lexigram.dev/ecosystem/foundation/): Core framework package — DI container, application lifecycle, modules, providers, configuration, and the Result type.
- [lexigram-ai](https://docs.lexigram.dev/ecosystem/lexigram-ai/): Orchestration layer that discovers and wires all AI subsystems via Python entry points.
- [lexigram-ai-agents](https://docs.lexigram.dev/ecosystem/lexigram-ai-agents/): Agent framework with tool registry, ReAct/plan-and-execute strategies, multi-agent crews, and delegation.
- [lexigram-ai-feedback](https://docs.lexigram.dev/ecosystem/lexigram-ai-feedback/): Feedback collection and processing pipeline for AI responses with pluggable storage and middleware.
- [lexigram-ai-llm](https://docs.lexigram.dev/ecosystem/lexigram-ai-llm/): Multi-provider LLM client with support for OpenAI, Anthropic, Gemini, Ollama, Groq, Mistral, Cohere, and OpenRouter.
- [lexigram-ai-mcp](https://docs.lexigram.dev/ecosystem/lexigram-ai-mcp/): Model Context Protocol (MCP) server and client — tools, resources, prompts, and transport over stdio/SSE.
- [lexigram-ai-memory](https://docs.lexigram.dev/ecosystem/lexigram-ai-memory/): Three-tier AI memory system — working, episodic, and semantic memory with pluggable backends.
- [lexigram-ai-observability](https://docs.lexigram.dev/ecosystem/lexigram-ai-observability/): AI-specific tracing, metrics, health monitoring, and callback management for LLM and vector operations.
- [lexigram-ai-rag](https://docs.lexigram.dev/ecosystem/lexigram-ai-rag/): Retrieval-Augmented Generation pipeline — chunking, retrieval, synthesis, and citation.
- [lexigram-ai-session](https://docs.lexigram.dev/ecosystem/lexigram-ai-session/): Conversation session management with branching, checkpointing, multi-agent rooms, and state machines.
- [lexigram-ai-skills](https://docs.lexigram.dev/ecosystem/lexigram-ai-skills/): Skill/tool registry and executor with built-in tools, composition, caching, and permission control.
- [lexigram-ai-workers](https://docs.lexigram.dev/ecosystem/lexigram-ai-workers/): Background AI workers for batch embedding, document ingestion, maintenance, and dead-letter queue recovery.
- [lexigram-audit](https://docs.lexigram.dev/ecosystem/lexigram-audit/): Append-only, HMAC-verified audit trail with configurable retention.
- [lexigram-auth](https://docs.lexigram.dev/ecosystem/lexigram-auth/): Authentication and authorization — JWT, OAuth2, RBAC, password hashing, API keys, and web guards.
- [lexigram-cache](https://docs.lexigram.dev/ecosystem/lexigram-cache/): Multi-backend caching — Redis, Memcached, and in-memory backends with stampede protection and serialization.
- [lexigram-cli](https://docs.lexigram.dev/ecosystem/lexigram-cli/): The `lexigram` command — project scaffolding, dev server, database migrations, and inspection.
- [lexigram-contracts](https://docs.lexigram.dev/ecosystem/lexigram-contracts/): Zero-dependency protocols, shared types, base exceptions, and cross-package enums for the Lexigram ecosystem.
- [lexigram-events](https://docs.lexigram.dev/ecosystem/lexigram-events/): CQRS and event sourcing — commands/events/queries, event store, projections, sagas, and stream processing.
- [lexigram-features](https://docs.lexigram.dev/ecosystem/lexigram-features/): Feature flags with TTL caching, targeting rules, A/B variant support, and pluggable providers.
- [lexigram-graph](https://docs.lexigram.dev/ecosystem/lexigram-graph/): Graph databases — Neo4j and in-memory backends, node/edge modeling, traversal, and Cypher query execution.
- [lexigram-graphql](https://docs.lexigram.dev/ecosystem/lexigram-graphql/): Strawberry-based GraphQL — schema building, execution, subscriptions, depth/complexity guards, and persisted queries.
- [lexigram-http](https://docs.lexigram.dev/ecosystem/lexigram-http/): Outbound HTTP client — connection pooling, resilience, interceptors, and typed request/response contexts.
- [lexigram-monitor](https://docs.lexigram.dev/ecosystem/lexigram-monitor/): Observability — health checks, metrics, distributed tracing, structured logging, and profiling.
- [lexigram-nosql](https://docs.lexigram.dev/ecosystem/lexigram-nosql/): NoSQL document stores — MongoDB and DynamoDB backends, query builder, aggregation pipelines, and schema migration.
- [lexigram-notification](https://docs.lexigram.dev/ecosystem/lexigram-notification/): Email, SMS, and push notification delivery with multi-backend Named DI support.
- [lexigram-queue](https://docs.lexigram.dev/ecosystem/lexigram-queue/): Message bus / queue with named multi-backend support (Redis, RabbitMQ, Kafka, SQS, GCP Pub/Sub, Azure Service Bus).
- [lexigram-resilience](https://docs.lexigram.dev/ecosystem/lexigram-resilience/): Fault-tolerance patterns — circuit breaker, retry, bulkhead, rate limiter, throttle, timeout, and idempotency.
- [lexigram-search](https://docs.lexigram.dev/ecosystem/lexigram-search/): Full-text search — Meilisearch, Elasticsearch, Typesense, and SQL FTS backends with faceting, filtering, and bulk indexing.
- [lexigram-sql](https://docs.lexigram.dev/ecosystem/lexigram-sql/): Async SQL — repository pattern, GenericRepository, migrations, query builder, and unit of work.
- [lexigram-storage](https://docs.lexigram.dev/ecosystem/lexigram-storage/): Blob storage — S3, GCS, Azure, R2, and local filesystem drivers with presigned URLs and streaming.
- [lexigram-tasks](https://docs.lexigram.dev/ecosystem/lexigram-tasks/): Background task workers, cron scheduling, job queues, and task orchestration.
- [lexigram-tenancy](https://docs.lexigram.dev/ecosystem/lexigram-tenancy/): Multi-tenant resolution, isolation strategies, lifecycle management, and config overrides.
- [lexigram-testing](https://docs.lexigram.dev/ecosystem/lexigram-testing/): Fakes, test clients/beds, protocol compliance suites, and a deterministic clock for fast, isolated tests.
- [lexigram-ui](https://docs.lexigram.dev/ecosystem/lexigram-ui/): Server-rendered HTMX/htpy component library — atoms, molecules, organisms, and layouts.
- [lexigram-vector](https://docs.lexigram.dev/ecosystem/lexigram-vector/): Unified vector store abstraction with pluggable backends — pgvector, Qdrant, Pinecone, Chroma, Milvus, and in-memory.
- [lexigram-web](https://docs.lexigram.dev/ecosystem/lexigram-web/): Progressive web framework — controllers, routing, middleware, OpenAPI, CORS, CSRF, and rate limiting.
- [lexigram-webhook](https://docs.lexigram.dev/ecosystem/lexigram-webhook/): Outbound webhook management with HMAC-signed delivery, retry logic, and dead-letter queue.
- [lexigram-workflow](https://docs.lexigram.dev/ecosystem/lexigram-workflow/): Workflow orchestration — pipelines, sagas, bulk operations, and a directed-graph execution engine.

## Fundamentals

- [Application Lifecycle](https://docs.lexigram.dev/fundamentals/application-lifecycle/): Understanding the Lexigram application lifecycle and the Composition Root.
- [Architecture](https://docs.lexigram.dev/fundamentals/architecture/): The package boundary law that keeps Lexigram composable at any scale.
- [Application Boot Lifecycle](https://docs.lexigram.dev/fundamentals/boot-lifecycle/): How a Lexigram application boots — from module registration to provider shutdown
- [Container Protocols](https://docs.lexigram.dev/fundamentals/container-protocols/): Type-safe dependency injection via structural protocols.
- [Dependency Injection](https://docs.lexigram.dev/fundamentals/dependency-injection/): Mastering Inversion of Control (IoC) and dependency management in Lexigram.
- [Modules](https://docs.lexigram.dev/fundamentals/modules/): Encapsulating logic and defining public APIs with the Lexigram module system.
- [Service Providers](https://docs.lexigram.dev/fundamentals/providers/): The engine of Lexigram: Wiring modules together via Providers.
- [Result Pattern](https://docs.lexigram.dev/fundamentals/result-pattern/): Functional error handling using Result[T, E] for predictable application flow.
- [YAML Configuration](https://docs.lexigram.dev/fundamentals/yaml-configuration/): Hierarchical configuration with environment interpolation, env-var overrides, and profiles.

## Guides

- [AI Agents](https://docs.lexigram.dev/guides/ai-agents/): Multi-step agents with tools, strategies, and executor protocols.
- [AI Feedback](https://docs.lexigram.dev/guides/ai-feedback/): Collect, process, and store feedback on AI responses — ratings, corrections, and signals.
- [AI Integration](https://docs.lexigram.dev/guides/ai-integration/): Build intelligent applications with the Lexigram AI packages — LLMs, RAG, agents, and memory.
- [Model Context Protocol (MCP)](https://docs.lexigram.dev/guides/ai-mcp/): Expose tools, resources, and prompts through the MCP protocol — server and client.
- [AI Memory](https://docs.lexigram.dev/guides/ai-memory/): Episodic, semantic, and working memory for intelligent agents.
- [Retrieval-Augmented Generation](https://docs.lexigram.dev/guides/ai-rag/): Chunk, embed, retrieve, and synthesize with the RAG pipeline protocol.
- [AI Sessions](https://docs.lexigram.dev/guides/ai-sessions/): Conversation sessions with branching, checkpointing, and multi-agent coordination.
- [AI Skills](https://docs.lexigram.dev/guides/ai-skills/): Register, compose, and execute callable skills for AI agents and MCP.
- [AI Workers](https://docs.lexigram.dev/guides/ai-workers/): Background AI work — batch embedding, document ingestion, and maintenance.
- [Audit Trail](https://docs.lexigram.dev/guides/audit-trail/): Append-only, HMAC-verified audit logging with retention management.
- [Authentication](https://docs.lexigram.dev/guides/authentication/): Identity and access control with lexigram-auth guards, JWT, and RBAC.
- [Background Jobs & Tasks](https://docs.lexigram.dev/guides/background-jobs/): Run deferred work, scheduled jobs, and distributed queues with lexigram-tasks.
- [Caching](https://docs.lexigram.dev/guides/caching/): Multi-backend caching with a single protocol — swap in-memory, Redis, or Memcached via config.
- [The lexigram CLI](https://docs.lexigram.dev/guides/cli/): Scaffold projects, run servers, manage migrations, and inspect your app from one command.
- [Contracts, Boundaries, and Extension Points](https://docs.lexigram.dev/guides/contracts/): Where contracts live, what counts as a boundary violation, and how to create or upstream a contract.
- [Database & Persistence](https://docs.lexigram.dev/guides/database/): Async SQL with the repository pattern, domain models, and migrations.
- [Deployment & Infrastructure](https://docs.lexigram.dev/guides/deployment/): Going from local development to a production Lexigram deployment.
- [Event-Driven Architecture](https://docs.lexigram.dev/guides/event-driven/): Commands, events, CQRS, and event sourcing with lexigram-events.
- [Feature Flags](https://docs.lexigram.dev/guides/feature-flags/): Runtime flag evaluation with TTL caching, targeting context, and pluggable providers.
- [File Storage](https://docs.lexigram.dev/guides/file-storage/): Object and blob storage with a single protocol — swap S3, GCS, Azure Blob, R2, or local filesystem via config.
- [Graph Databases](https://docs.lexigram.dev/guides/graph-databases/): Model and query graph data with Neo4j or in-memory via GraphProtocol.
- [GraphQL APIs](https://docs.lexigram.dev/guides/graphql/): Schema-first GraphQL with Strawberry, subscriptions, and depth/complexity guards.
- [Outbound HTTP Client](https://docs.lexigram.dev/guides/http-client/): Calling external APIs with pooled connections, retries, and observability built in.
- [Migrating from FastAPI](https://docs.lexigram.dev/guides/migrating-from-fastapi/): Map FastAPI concepts to Lexigram equivalents and migrate your application
- [Multi-Tenancy](https://docs.lexigram.dev/guides/multi-tenancy/): Tenant resolution, isolation, and enforcement with lexigram-tenancy.
- [NoSQL Document Stores](https://docs.lexigram.dev/guides/nosql/): Async document database access with MongoDB, DynamoDB, and Firestore behind a single protocol.
- [Notifications](https://docs.lexigram.dev/guides/notifications/): Send email, SMS, and push through one protocol-based API with swappable providers.
- [Observability](https://docs.lexigram.dev/guides/observability/): Structured logging, metrics, distributed tracing, and health checks with lexigram-monitor.
- [Queue & Message Bus](https://docs.lexigram.dev/guides/queue/): Async publish/subscribe messaging with Redis, RabbitMQ, Kafka, SQS, and more.
- [Real-Time & WebSockets](https://docs.lexigram.dev/guides/real-time/): Server-sent events, WebSocket connections, and streaming responses.
- [Resilience](https://docs.lexigram.dev/guides/resilience/): Protect calls to flaky dependencies with retry, circuit breaker, bulkhead, rate limit, throttle, and fallback.
- [Full-Text Search](https://docs.lexigram.dev/guides/search/): Index and query documents through a single protocol over Elasticsearch, Meilisearch, Typesense, or a SQL fallback.
- [Testing Strategies](https://docs.lexigram.dev/guides/testing/): Fast, decoupled tests with fakes, test clients, and protocol compliance suites.
- [Vector Stores](https://docs.lexigram.dev/guides/vector-stores/): Store and search embeddings with pgvector, Qdrant, Pinecone, or in-memory.
- [Webhooks](https://docs.lexigram.dev/guides/webhooks/): Outbound webhook subscriptions, HMAC-signed delivery, retries, and dead-letter handling with lexigram-webhook.
- [Workflows & Sagas](https://docs.lexigram.dev/guides/workflows-sagas/): Orchestrate multi-step processes with compensation, state machines, and pipeline steps.

## Packages · foundation

- [Foundation](https://docs.lexigram.dev/packages/foundation/): Foundation packages for the Lexigram framework
- [Core (lexigram)](https://docs.lexigram.dev/packages/foundation/lexigram/): Core framework: container, DI, registry, config, logging
- [Contracts (lexigram-contracts)](https://docs.lexigram.dev/packages/foundation/lexigram-contracts/): Protocols, types, exceptions, domain, Result
- [API Reference](https://docs.lexigram.dev/packages/foundation/lexigram-contracts/api/): Complete API reference for the lexigram-contracts package.
- [Architecture](https://docs.lexigram.dev/packages/foundation/lexigram-contracts/docs/architecture/): Architecture for lexigram-contracts
- [Configuration](https://docs.lexigram.dev/packages/foundation/lexigram-contracts/docs/configuration/): Configuration for lexigram-contracts
- [Guide](https://docs.lexigram.dev/packages/foundation/lexigram-contracts/docs/guide/): Guide for lexigram-contracts
- [How-To Guides](https://docs.lexigram.dev/packages/foundation/lexigram-contracts/docs/howtos/): How-To Guides for lexigram-contracts
- [Quickstart](https://docs.lexigram.dev/packages/foundation/lexigram-contracts/docs/quickstart/): Quickstart for lexigram-contracts
- [Troubleshooting](https://docs.lexigram.dev/packages/foundation/lexigram-contracts/docs/troubleshooting/): Troubleshooting for lexigram-contracts
- [API Reference](https://docs.lexigram.dev/packages/foundation/lexigram/api/): Complete API reference for the lexigram package.
- [Architecture](https://docs.lexigram.dev/packages/foundation/lexigram/docs/architecture/): Architecture for lexigram
- [Configuration](https://docs.lexigram.dev/packages/foundation/lexigram/docs/configuration/): Configuration for lexigram
- [Guide](https://docs.lexigram.dev/packages/foundation/lexigram/docs/guide/): Guide for lexigram
- [How-To Guides](https://docs.lexigram.dev/packages/foundation/lexigram/docs/howtos/): How-To Guides for lexigram
- [Plugins (lexigram.plugins)](https://docs.lexigram.dev/packages/foundation/lexigram/docs/plugins/): Plugins (lexigram.plugins) guide and reference for the lexigram package in the Lexigram framework.
- [Quickstart](https://docs.lexigram.dev/packages/foundation/lexigram/docs/quickstart/): Quickstart for lexigram
- [Security](https://docs.lexigram.dev/packages/foundation/lexigram/docs/security/): Security for lexigram
- [Troubleshooting](https://docs.lexigram.dev/packages/foundation/lexigram/docs/troubleshooting/): Troubleshooting for lexigram

## Packages · web

- [Web & API](https://docs.lexigram.dev/packages/web/): Web framework, HTTP client, GraphQL, admin, and webhook packages
- [Graphql (lexigram-graphql)](https://docs.lexigram.dev/packages/web/lexigram-graphql/)
- [API Reference](https://docs.lexigram.dev/packages/web/lexigram-graphql/api/): Complete API reference for the lexigram-graphql package.
- [Architecture](https://docs.lexigram.dev/packages/web/lexigram-graphql/docs/architecture/): Architecture for lexigram-graphql
- [Configuration](https://docs.lexigram.dev/packages/web/lexigram-graphql/docs/configuration/): Configuration for lexigram-graphql
- [Guide](https://docs.lexigram.dev/packages/web/lexigram-graphql/docs/guide/): Guide for lexigram-graphql
- [How-To Guides](https://docs.lexigram.dev/packages/web/lexigram-graphql/docs/howtos/): How-To Guides for lexigram-graphql
- [Quickstart](https://docs.lexigram.dev/packages/web/lexigram-graphql/docs/quickstart/): Quickstart for lexigram-graphql
- [Troubleshooting](https://docs.lexigram.dev/packages/web/lexigram-graphql/docs/troubleshooting/): Troubleshooting for lexigram-graphql
- [HTTP (lexigram-http)](https://docs.lexigram.dev/packages/web/lexigram-http/)
- [API Reference](https://docs.lexigram.dev/packages/web/lexigram-http/api/): Complete API reference for the lexigram-http package.
- [Architecture](https://docs.lexigram.dev/packages/web/lexigram-http/docs/architecture/): Architecture for lexigram-http
- [Configuration](https://docs.lexigram.dev/packages/web/lexigram-http/docs/configuration/): Configuration for lexigram-http
- [Guide](https://docs.lexigram.dev/packages/web/lexigram-http/docs/guide/): Guide for lexigram-http
- [How-To Guides](https://docs.lexigram.dev/packages/web/lexigram-http/docs/howtos/): How-To Guides for lexigram-http
- [Quickstart](https://docs.lexigram.dev/packages/web/lexigram-http/docs/quickstart/): Quickstart for lexigram-http
- [Troubleshooting](https://docs.lexigram.dev/packages/web/lexigram-http/docs/troubleshooting/): Troubleshooting for lexigram-http
- [Web (lexigram-web)](https://docs.lexigram.dev/packages/web/lexigram-web/): ASGI web framework: controllers, routing, middleware
- [API Reference](https://docs.lexigram.dev/packages/web/lexigram-web/api/): Complete API reference for the lexigram-web package.
- [Architecture](https://docs.lexigram.dev/packages/web/lexigram-web/docs/architecture/): Architecture for lexigram-web
- [Configuration](https://docs.lexigram.dev/packages/web/lexigram-web/docs/configuration/): Configuration for lexigram-web
- [Guide](https://docs.lexigram.dev/packages/web/lexigram-web/docs/guide/): Guide for lexigram-web
- [How-To Guides](https://docs.lexigram.dev/packages/web/lexigram-web/docs/howtos/): How-To Guides for lexigram-web
- [Middleware](https://docs.lexigram.dev/packages/web/lexigram-web/docs/middleware/): Middleware guide and reference for the lexigram-web package in the Lexigram framework.
- [Quickstart](https://docs.lexigram.dev/packages/web/lexigram-web/docs/quickstart/): Quickstart for lexigram-web
- [application.yaml](https://docs.lexigram.dev/packages/web/lexigram-web/docs/security/): application.yaml guide and reference for the lexigram-web package in the Lexigram framework.
- [Troubleshooting](https://docs.lexigram.dev/packages/web/lexigram-web/docs/troubleshooting/): Troubleshooting for lexigram-web
- [Webhook (lexigram-webhook)](https://docs.lexigram.dev/packages/web/lexigram-webhook/): Webhook subscriptions, delivery retries, HMAC verification, and dead-letter queue
- [API Reference](https://docs.lexigram.dev/packages/web/lexigram-webhook/api/): Complete API reference for the lexigram-webhook package.
- [Architecture](https://docs.lexigram.dev/packages/web/lexigram-webhook/docs/architecture/): Architecture for lexigram-webhook
- [Configuration](https://docs.lexigram.dev/packages/web/lexigram-webhook/docs/configuration/): Configuration for lexigram-webhook
- [Guide](https://docs.lexigram.dev/packages/web/lexigram-webhook/docs/guide/): Guide for lexigram-webhook
- [How-To Guides](https://docs.lexigram.dev/packages/web/lexigram-webhook/docs/howtos/): How-To Guides for lexigram-webhook
- [Quickstart](https://docs.lexigram.dev/packages/web/lexigram-webhook/docs/quickstart/): Quickstart for lexigram-webhook
- [Both formats work:](https://docs.lexigram.dev/packages/web/lexigram-webhook/docs/security/): Security guide and reference for the lexigram-webhook package in the Lexigram framework.
- [Troubleshooting](https://docs.lexigram.dev/packages/web/lexigram-webhook/docs/troubleshooting/): Troubleshooting for lexigram-webhook

## Packages · data

- [Data & Storage](https://docs.lexigram.dev/packages/data/): Database, caching, search, and file storage packages
- [Cache (lexigram-cache)](https://docs.lexigram.dev/packages/data/lexigram-cache/)
- [API Reference](https://docs.lexigram.dev/packages/data/lexigram-cache/api/): Complete API reference for the lexigram-cache package.
- [Lexigram-Cache API](https://docs.lexigram.dev/packages/data/lexigram-cache/docs/api/): Lexigram-Cache API guide and reference for the lexigram-cache package in the Lexigram framework.
- [Architecture](https://docs.lexigram.dev/packages/data/lexigram-cache/docs/architecture/): Architecture for lexigram-cache
- [Backends](https://docs.lexigram.dev/packages/data/lexigram-cache/docs/backends/): Backends guide and reference for the lexigram-cache package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/packages/data/lexigram-cache/docs/configuration/): Configuration for lexigram-cache
- [Guide](https://docs.lexigram.dev/packages/data/lexigram-cache/docs/guide/): Guide for lexigram-cache
- [How-To Guides](https://docs.lexigram.dev/packages/data/lexigram-cache/docs/howtos/): How-To Guides for lexigram-cache
- [Quickstart](https://docs.lexigram.dev/packages/data/lexigram-cache/docs/quickstart/): Quickstart for lexigram-cache
- [Troubleshooting](https://docs.lexigram.dev/packages/data/lexigram-cache/docs/troubleshooting/): Troubleshooting for lexigram-cache
- [NOSQL (lexigram-nosql)](https://docs.lexigram.dev/packages/data/lexigram-nosql/): NoSQL database backends
- [API Reference](https://docs.lexigram.dev/packages/data/lexigram-nosql/api/): Complete API reference for the lexigram-nosql package.
- [Architecture](https://docs.lexigram.dev/packages/data/lexigram-nosql/docs/architecture/): Architecture for lexigram-nosql
- [Backends](https://docs.lexigram.dev/packages/data/lexigram-nosql/docs/backends/): Backends guide and reference for the lexigram-nosql package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/packages/data/lexigram-nosql/docs/configuration/): Configuration for lexigram-nosql
- [Guide](https://docs.lexigram.dev/packages/data/lexigram-nosql/docs/guide/): Guide for lexigram-nosql
- [How-To Guides](https://docs.lexigram.dev/packages/data/lexigram-nosql/docs/howtos/): How-To Guides for lexigram-nosql
- [Quickstart](https://docs.lexigram.dev/packages/data/lexigram-nosql/docs/quickstart/): Quickstart for lexigram-nosql
- [Troubleshooting](https://docs.lexigram.dev/packages/data/lexigram-nosql/docs/troubleshooting/): Troubleshooting for lexigram-nosql
- [Search (lexigram-search)](https://docs.lexigram.dev/packages/data/lexigram-search/)
- [API Reference](https://docs.lexigram.dev/packages/data/lexigram-search/api/): Complete API reference for the lexigram-search package.
- [Architecture](https://docs.lexigram.dev/packages/data/lexigram-search/docs/architecture/): Architecture for lexigram-search
- [Primary backend resolves as SearchEngine; named ones by Annotated](https://docs.lexigram.dev/packages/data/lexigram-search/docs/backends/): Primary backend resolves as SearchEngine; named ones by Annotated guide and reference for the lexigram-search package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/packages/data/lexigram-search/docs/configuration/): Configuration for lexigram-search
- [Guide](https://docs.lexigram.dev/packages/data/lexigram-search/docs/guide/): Guide for lexigram-search
- [How-To Guides](https://docs.lexigram.dev/packages/data/lexigram-search/docs/howtos/): How-To Guides for lexigram-search
- [Quickstart](https://docs.lexigram.dev/packages/data/lexigram-search/docs/quickstart/): Quickstart for lexigram-search
- [Troubleshooting](https://docs.lexigram.dev/packages/data/lexigram-search/docs/troubleshooting/): Troubleshooting for lexigram-search
- [SQL (lexigram-sql)](https://docs.lexigram.dev/packages/data/lexigram-sql/): Async SQLAlchemy ORM: repositories, unit-of-work
- [API Reference](https://docs.lexigram.dev/packages/data/lexigram-sql/api/): Complete API reference for the lexigram-sql package.
- [Architecture](https://docs.lexigram.dev/packages/data/lexigram-sql/docs/architecture/): Architecture for lexigram-sql
- [application.yaml](https://docs.lexigram.dev/packages/data/lexigram-sql/docs/backends/): application.yaml guide and reference for the lexigram-sql package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/packages/data/lexigram-sql/docs/configuration/): Configuration for lexigram-sql
- [Guide](https://docs.lexigram.dev/packages/data/lexigram-sql/docs/guide/): Guide for lexigram-sql
- [How-To Guides](https://docs.lexigram.dev/packages/data/lexigram-sql/docs/howtos/): How-To Guides for lexigram-sql
- [Quickstart](https://docs.lexigram.dev/packages/data/lexigram-sql/docs/quickstart/): Quickstart for lexigram-sql
- [Troubleshooting](https://docs.lexigram.dev/packages/data/lexigram-sql/docs/troubleshooting/): Troubleshooting for lexigram-sql
- [Storage (lexigram-storage)](https://docs.lexigram.dev/packages/data/lexigram-storage/)
- [API Reference](https://docs.lexigram.dev/packages/data/lexigram-storage/api/): Complete API reference for the lexigram-storage package.
- [Architecture](https://docs.lexigram.dev/packages/data/lexigram-storage/docs/architecture/): Architecture for lexigram-storage
- [Backends](https://docs.lexigram.dev/packages/data/lexigram-storage/docs/backends/): Backends guide and reference for the lexigram-storage package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/packages/data/lexigram-storage/docs/configuration/): Configuration for lexigram-storage
- [Guide](https://docs.lexigram.dev/packages/data/lexigram-storage/docs/guide/): Guide for lexigram-storage
- [How-To Guides](https://docs.lexigram.dev/packages/data/lexigram-storage/docs/howtos/): How-To Guides for lexigram-storage
- [Quickstart](https://docs.lexigram.dev/packages/data/lexigram-storage/docs/quickstart/): Quickstart for lexigram-storage
- [Troubleshooting](https://docs.lexigram.dev/packages/data/lexigram-storage/docs/troubleshooting/): Troubleshooting for lexigram-storage

## Packages · security

- [Security](https://docs.lexigram.dev/packages/security/): Authentication, authorization, and security packages
- [Auth (lexigram-auth)](https://docs.lexigram.dev/packages/security/lexigram-auth/)
- [API Reference](https://docs.lexigram.dev/packages/security/lexigram-auth/api/): Complete API reference for the lexigram-auth package.
- [Lexigram-Auth API](https://docs.lexigram.dev/packages/security/lexigram-auth/docs/api/): Lexigram-Auth API guide and reference for the lexigram-auth package in the Lexigram framework.
- [Architecture](https://docs.lexigram.dev/packages/security/lexigram-auth/docs/architecture/): Architecture for lexigram-auth
- [Configuration](https://docs.lexigram.dev/packages/security/lexigram-auth/docs/configuration/): Configuration for lexigram-auth
- [Guide](https://docs.lexigram.dev/packages/security/lexigram-auth/docs/guide/): Guide for lexigram-auth
- [How-To Guides](https://docs.lexigram.dev/packages/security/lexigram-auth/docs/howtos/): How-To Guides for lexigram-auth
- [Quickstart](https://docs.lexigram.dev/packages/security/lexigram-auth/docs/quickstart/): Quickstart for lexigram-auth
- [application.yaml](https://docs.lexigram.dev/packages/security/lexigram-auth/docs/security/): application.yaml guide and reference for the lexigram-auth package in the Lexigram framework.
- [Troubleshooting](https://docs.lexigram.dev/packages/security/lexigram-auth/docs/troubleshooting/): Troubleshooting for lexigram-auth
- [Secrets (lexigram-secrets)](https://docs.lexigram.dev/packages/security/lexigram-secrets/): Secret vaults with rotation, tenant scoping, and audit for Lexigram Framework
- [API Reference](https://docs.lexigram.dev/packages/security/lexigram-secrets/api/): Complete API reference for the lexigram-secrets package.

## Packages · events

- [Events & Messaging](https://docs.lexigram.dev/packages/events/): Event bus, message queues, notifications, and email
- [Events (lexigram-events)](https://docs.lexigram.dev/packages/events/lexigram-events/): CQRS, Event Sourcing, EventBus, sagas
- [API Reference](https://docs.lexigram.dev/packages/events/lexigram-events/api/): Complete API reference for the lexigram-events package.
- [Architecture](https://docs.lexigram.dev/packages/events/lexigram-events/docs/architecture/): Architecture for lexigram-events
- [Configuration](https://docs.lexigram.dev/packages/events/lexigram-events/docs/configuration/): Configuration for lexigram-events
- [Guide](https://docs.lexigram.dev/packages/events/lexigram-events/docs/guide/): Guide for lexigram-events
- [How-To Guides](https://docs.lexigram.dev/packages/events/lexigram-events/docs/howtos/): How-To Guides for lexigram-events
- [In ProjectionProtocol.apply():](https://docs.lexigram.dev/packages/events/lexigram-events/docs/projections/): In ProjectionProtocol.apply(): guide and reference for the lexigram-events package in the Lexigram framework.
- [Quickstart](https://docs.lexigram.dev/packages/events/lexigram-events/docs/quickstart/): Quickstart for lexigram-events
- [Usage](https://docs.lexigram.dev/packages/events/lexigram-events/docs/sagas/): Usage guide and reference for the lexigram-events package in the Lexigram framework.
- [Troubleshooting](https://docs.lexigram.dev/packages/events/lexigram-events/docs/troubleshooting/): Troubleshooting for lexigram-events
- [Notification (lexigram-notification)](https://docs.lexigram.dev/packages/events/lexigram-notification/): Push notifications (FCM, APNs, WebPush)
- [API Reference](https://docs.lexigram.dev/packages/events/lexigram-notification/api/): Complete API reference for the lexigram-notification package.
- [Architecture](https://docs.lexigram.dev/packages/events/lexigram-notification/docs/architecture/): Architecture for lexigram-notification
- [All operations work identically — no external dependencies](https://docs.lexigram.dev/packages/events/lexigram-notification/docs/channels/): All operations work identically — no external dependencies guide and reference for the lexigram-notification package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/packages/events/lexigram-notification/docs/configuration/): Configuration for lexigram-notification
- [Guide](https://docs.lexigram.dev/packages/events/lexigram-notification/docs/guide/): Guide for lexigram-notification
- [How-To Guides](https://docs.lexigram.dev/packages/events/lexigram-notification/docs/howtos/): How-To Guides for lexigram-notification
- [Quickstart](https://docs.lexigram.dev/packages/events/lexigram-notification/docs/quickstart/): Quickstart for lexigram-notification
- [Troubleshooting](https://docs.lexigram.dev/packages/events/lexigram-notification/docs/troubleshooting/): Troubleshooting for lexigram-notification
- [Queue (lexigram-queue)](https://docs.lexigram.dev/packages/events/lexigram-queue/): Message queue backends (Redis, RabbitMQ, SQS)
- [API Reference](https://docs.lexigram.dev/packages/events/lexigram-queue/api/): Complete API reference for the lexigram-queue package.
- [Architecture](https://docs.lexigram.dev/packages/events/lexigram-queue/docs/architecture/): Architecture for lexigram-queue
- [Backends](https://docs.lexigram.dev/packages/events/lexigram-queue/docs/backends/): Backends guide and reference for the lexigram-queue package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/packages/events/lexigram-queue/docs/configuration/): Configuration for lexigram-queue
- [Guide](https://docs.lexigram.dev/packages/events/lexigram-queue/docs/guide/): Guide for lexigram-queue
- [How-To Guides](https://docs.lexigram.dev/packages/events/lexigram-queue/docs/howtos/): How-To Guides for lexigram-queue
- [Quickstart](https://docs.lexigram.dev/packages/events/lexigram-queue/docs/quickstart/): Quickstart for lexigram-queue
- [Troubleshooting](https://docs.lexigram.dev/packages/events/lexigram-queue/docs/troubleshooting/): Troubleshooting for lexigram-queue

## Packages · infra

- [Infrastructure](https://docs.lexigram.dev/packages/infra/): Infrastructure and platform services: tasks, workflow, graph, vector, tenancy, monitoring, features, and audit
- [Audit (lexigram-audit)](https://docs.lexigram.dev/packages/infra/lexigram-audit/): Audit trail with tamper detection, retention policies, and admin integration
- [API Reference](https://docs.lexigram.dev/packages/infra/lexigram-audit/api/): Complete API reference for the lexigram-audit package.
- [Architecture](https://docs.lexigram.dev/packages/infra/lexigram-audit/docs/architecture/): Architecture for lexigram-audit
- [Configuration](https://docs.lexigram.dev/packages/infra/lexigram-audit/docs/configuration/): Configuration for lexigram-audit
- [Guide](https://docs.lexigram.dev/packages/infra/lexigram-audit/docs/guide/): Guide for lexigram-audit
- [How-To Guides](https://docs.lexigram.dev/packages/infra/lexigram-audit/docs/howtos/): How-To Guides for lexigram-audit
- [Quickstart](https://docs.lexigram.dev/packages/infra/lexigram-audit/docs/quickstart/): Quickstart for lexigram-audit
- [Troubleshooting](https://docs.lexigram.dev/packages/infra/lexigram-audit/docs/troubleshooting/): Troubleshooting for lexigram-audit
- [Features (lexigram-features)](https://docs.lexigram.dev/packages/infra/lexigram-features/)
- [API Reference](https://docs.lexigram.dev/packages/infra/lexigram-features/api/): Complete API reference for the lexigram-features package.
- [Architecture](https://docs.lexigram.dev/packages/infra/lexigram-features/docs/architecture/): Architecture for lexigram-features
- [Configuration](https://docs.lexigram.dev/packages/infra/lexigram-features/docs/configuration/): Configuration for lexigram-features
- [Guide](https://docs.lexigram.dev/packages/infra/lexigram-features/docs/guide/): Guide for lexigram-features
- [How-To Guides](https://docs.lexigram.dev/packages/infra/lexigram-features/docs/howtos/): How-To Guides for lexigram-features
- [Quickstart](https://docs.lexigram.dev/packages/infra/lexigram-features/docs/quickstart/): Quickstart for lexigram-features
- [Troubleshooting](https://docs.lexigram.dev/packages/infra/lexigram-features/docs/troubleshooting/): Troubleshooting for lexigram-features
- [Graph (lexigram-graph)](https://docs.lexigram.dev/packages/infra/lexigram-graph/)
- [API Reference](https://docs.lexigram.dev/packages/infra/lexigram-graph/api/): Complete API reference for the lexigram-graph package.
- [Architecture](https://docs.lexigram.dev/packages/infra/lexigram-graph/docs/architecture/): Architecture for lexigram-graph
- [GraphStoreProtocol resolves to InMemoryGraphStore](https://docs.lexigram.dev/packages/infra/lexigram-graph/docs/backends/): GraphStoreProtocol resolves to InMemoryGraphStore guide and reference for the lexigram-graph package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/packages/infra/lexigram-graph/docs/configuration/): Configuration for lexigram-graph
- [Guide](https://docs.lexigram.dev/packages/infra/lexigram-graph/docs/guide/): Guide for lexigram-graph
- [How-To Guides](https://docs.lexigram.dev/packages/infra/lexigram-graph/docs/howtos/): How-To Guides for lexigram-graph
- [Quickstart](https://docs.lexigram.dev/packages/infra/lexigram-graph/docs/quickstart/): Quickstart for lexigram-graph
- [Troubleshooting](https://docs.lexigram.dev/packages/infra/lexigram-graph/docs/troubleshooting/): Troubleshooting for lexigram-graph
- [Monitor (lexigram-monitor)](https://docs.lexigram.dev/packages/infra/lexigram-monitor/): Metrics, health checks, structured logging
- [API Reference](https://docs.lexigram.dev/packages/infra/lexigram-monitor/api/): Complete API reference for the lexigram-monitor package.
- [Architecture](https://docs.lexigram.dev/packages/infra/lexigram-monitor/docs/architecture/): Architecture for lexigram-monitor
- [Configuration](https://docs.lexigram.dev/packages/infra/lexigram-monitor/docs/configuration/): Configuration for lexigram-monitor
- [Guide](https://docs.lexigram.dev/packages/infra/lexigram-monitor/docs/guide/): Guide for lexigram-monitor
- [How-To Guides](https://docs.lexigram.dev/packages/infra/lexigram-monitor/docs/howtos/): How-To Guides for lexigram-monitor
- [... work ...](https://docs.lexigram.dev/packages/infra/lexigram-monitor/docs/metrics/): ... work ... guide and reference for the lexigram-monitor package in the Lexigram framework.
- [Quickstart](https://docs.lexigram.dev/packages/infra/lexigram-monitor/docs/quickstart/): Quickstart for lexigram-monitor
- [Troubleshooting](https://docs.lexigram.dev/packages/infra/lexigram-monitor/docs/troubleshooting/): Troubleshooting for lexigram-monitor
- [Resilience (lexigram-resilience)](https://docs.lexigram.dev/packages/infra/lexigram-resilience/)
- [API Reference](https://docs.lexigram.dev/packages/infra/lexigram-resilience/api/): Complete API reference for the lexigram-resilience package.
- [Architecture](https://docs.lexigram.dev/packages/infra/lexigram-resilience/docs/architecture/): Architecture for lexigram-resilience
- [Configuration](https://docs.lexigram.dev/packages/infra/lexigram-resilience/docs/configuration/): Configuration for lexigram-resilience
- [Guide](https://docs.lexigram.dev/packages/infra/lexigram-resilience/docs/guide/): Guide for lexigram-resilience
- [How-To Guides](https://docs.lexigram.dev/packages/infra/lexigram-resilience/docs/howtos/): How-To Guides for lexigram-resilience
- [Patterns](https://docs.lexigram.dev/packages/infra/lexigram-resilience/docs/patterns/): Patterns guide and reference for the lexigram-resilience package in the Lexigram framework.
- [Quickstart](https://docs.lexigram.dev/packages/infra/lexigram-resilience/docs/quickstart/): Quickstart for lexigram-resilience
- [Troubleshooting](https://docs.lexigram.dev/packages/infra/lexigram-resilience/docs/troubleshooting/): Troubleshooting for lexigram-resilience
- [Tasks (lexigram-tasks)](https://docs.lexigram.dev/packages/infra/lexigram-tasks/)
- [API Reference](https://docs.lexigram.dev/packages/infra/lexigram-tasks/api/): Complete API reference for the lexigram-tasks package.
- [Architecture](https://docs.lexigram.dev/packages/infra/lexigram-tasks/docs/architecture/): Architecture for lexigram-tasks
- [Backends](https://docs.lexigram.dev/packages/infra/lexigram-tasks/docs/backends/): Backends guide and reference for the lexigram-tasks package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/packages/infra/lexigram-tasks/docs/configuration/): Configuration for lexigram-tasks
- [Guide](https://docs.lexigram.dev/packages/infra/lexigram-tasks/docs/guide/): Guide for lexigram-tasks
- [How-To Guides](https://docs.lexigram.dev/packages/infra/lexigram-tasks/docs/howtos/): How-To Guides for lexigram-tasks
- [Quickstart](https://docs.lexigram.dev/packages/infra/lexigram-tasks/docs/quickstart/): Quickstart for lexigram-tasks
- [Task Registration Contract](https://docs.lexigram.dev/packages/infra/lexigram-tasks/docs/registration/): Task Registration Contract guide and reference for the lexigram-tasks package in the Lexigram framework.
- [Troubleshooting](https://docs.lexigram.dev/packages/infra/lexigram-tasks/docs/troubleshooting/): Troubleshooting for lexigram-tasks
- [Tenancy (lexigram-tenancy)](https://docs.lexigram.dev/packages/infra/lexigram-tenancy/)
- [API Reference](https://docs.lexigram.dev/packages/infra/lexigram-tenancy/api/): Complete API reference for the lexigram-tenancy package.
- [Architecture](https://docs.lexigram.dev/packages/infra/lexigram-tenancy/docs/architecture/): Architecture for lexigram-tenancy
- [Configuration](https://docs.lexigram.dev/packages/infra/lexigram-tenancy/docs/configuration/): Configuration for lexigram-tenancy
- [Guide](https://docs.lexigram.dev/packages/infra/lexigram-tenancy/docs/guide/): Guide for lexigram-tenancy
- [How-To Guides](https://docs.lexigram.dev/packages/infra/lexigram-tenancy/docs/howtos/): How-To Guides for lexigram-tenancy
- [Quickstart](https://docs.lexigram.dev/packages/infra/lexigram-tenancy/docs/quickstart/): Quickstart for lexigram-tenancy
- [Archive the schema (rename to tenant_{id}_deprovisioned)](https://docs.lexigram.dev/packages/infra/lexigram-tenancy/docs/strategies/): Archive the schema (rename to tenant_{id}_deprovisioned) guide and reference for the lexigram-tenancy package in the Lexigram framework.
- [Troubleshooting](https://docs.lexigram.dev/packages/infra/lexigram-tenancy/docs/troubleshooting/): Troubleshooting for lexigram-tenancy
- [Vector (lexigram-vector)](https://docs.lexigram.dev/packages/infra/lexigram-vector/)
- [API Reference](https://docs.lexigram.dev/packages/infra/lexigram-vector/api/): Complete API reference for the lexigram-vector package.
- [Architecture](https://docs.lexigram.dev/packages/infra/lexigram-vector/docs/architecture/): Architecture for lexigram-vector
- [Backends](https://docs.lexigram.dev/packages/infra/lexigram-vector/docs/backends/): Backends guide and reference for the lexigram-vector package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/packages/infra/lexigram-vector/docs/configuration/): Configuration for lexigram-vector
- [Guide](https://docs.lexigram.dev/packages/infra/lexigram-vector/docs/guide/): Guide for lexigram-vector
- [How-To Guides](https://docs.lexigram.dev/packages/infra/lexigram-vector/docs/howtos/): How-To Guides for lexigram-vector
- [Quickstart](https://docs.lexigram.dev/packages/infra/lexigram-vector/docs/quickstart/): Quickstart for lexigram-vector
- [Troubleshooting](https://docs.lexigram.dev/packages/infra/lexigram-vector/docs/troubleshooting/): Troubleshooting for lexigram-vector
- [Vector Stores in lexigram-vector](https://docs.lexigram.dev/packages/infra/lexigram-vector/docs/vector-stores/): Vector Stores in lexigram-vector guide and reference for the lexigram-vector package in the Lexigram framework.
- [Workflow (lexigram-workflow)](https://docs.lexigram.dev/packages/infra/lexigram-workflow/)
- [API Reference](https://docs.lexigram.dev/packages/infra/lexigram-workflow/api/): Complete API reference for the lexigram-workflow package.
- [Architecture](https://docs.lexigram.dev/packages/infra/lexigram-workflow/docs/architecture/): Architecture for lexigram-workflow
- [Configuration](https://docs.lexigram.dev/packages/infra/lexigram-workflow/docs/configuration/): Configuration for lexigram-workflow
- [Guide](https://docs.lexigram.dev/packages/infra/lexigram-workflow/docs/guide/): Guide for lexigram-workflow
- [How-To Guides](https://docs.lexigram.dev/packages/infra/lexigram-workflow/docs/howtos/): How-To Guides for lexigram-workflow
- [Database Migrations for lexigram-workflow](https://docs.lexigram.dev/packages/infra/lexigram-workflow/docs/migration-reference/): Database Migrations for lexigram-workflow guide and reference for the lexigram-workflow package in the Lexigram framework.
- [Quickstart](https://docs.lexigram.dev/packages/infra/lexigram-workflow/docs/quickstart/): Quickstart for lexigram-workflow
- [Saga Selection Guide](https://docs.lexigram.dev/packages/infra/lexigram-workflow/docs/saga-selection/): Saga Selection Guide guide and reference for the lexigram-workflow package in the Lexigram framework.
- [Sagas](https://docs.lexigram.dev/packages/infra/lexigram-workflow/docs/sagas/): Sagas guide and reference for the lexigram-workflow package in the Lexigram framework.
- [Troubleshooting](https://docs.lexigram.dev/packages/infra/lexigram-workflow/docs/troubleshooting/): Troubleshooting for lexigram-workflow

## Packages · utilities

- [Utilities](https://docs.lexigram.dev/packages/utilities/): Testing support
- [Testing (lexigram-testing)](https://docs.lexigram.dev/packages/utilities/lexigram-testing/)
- [API Reference](https://docs.lexigram.dev/packages/utilities/lexigram-testing/api/): Complete API reference for the lexigram-testing package.
- [Architecture](https://docs.lexigram.dev/packages/utilities/lexigram-testing/docs/architecture/): Architecture for lexigram-testing
- [Run with: pytest tests/ --verbose](https://docs.lexigram.dev/packages/utilities/lexigram-testing/docs/compliance/): Compliance test suites guide and reference for the lexigram-testing package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/packages/utilities/lexigram-testing/docs/configuration/): Configuration for lexigram-testing
- [Guide](https://docs.lexigram.dev/packages/utilities/lexigram-testing/docs/guide/): Guide for lexigram-testing
- [How-To Guides](https://docs.lexigram.dev/packages/utilities/lexigram-testing/docs/howtos/): How-To Guides for lexigram-testing
- [Quickstart](https://docs.lexigram.dev/packages/utilities/lexigram-testing/docs/quickstart/): Quickstart for lexigram-testing
- [Troubleshooting](https://docs.lexigram.dev/packages/utilities/lexigram-testing/docs/troubleshooting/): Troubleshooting for lexigram-testing

## Platform · lexigram-ai-agents

- [AI Agents (lexigram-ai-agents)](https://docs.lexigram.dev/platform/lexigram-ai-agents/)
- [API Reference](https://docs.lexigram.dev/platform/lexigram-ai-agents/api/): Complete API reference for the lexigram-ai-agents package.
- [Architecture](https://docs.lexigram.dev/platform/lexigram-ai-agents/docs/architecture/): Architecture for lexigram-ai-agents
- [Configuration](https://docs.lexigram.dev/platform/lexigram-ai-agents/docs/configuration/): Configuration for lexigram-ai-agents
- [Guide](https://docs.lexigram.dev/platform/lexigram-ai-agents/docs/guide/): Guide for lexigram-ai-agents
- [How-To Guides](https://docs.lexigram.dev/platform/lexigram-ai-agents/docs/howtos/): How-To Guides for lexigram-ai-agents
- [Quickstart](https://docs.lexigram.dev/platform/lexigram-ai-agents/docs/quickstart/): Quickstart for lexigram-ai-agents
- [Troubleshooting](https://docs.lexigram.dev/platform/lexigram-ai-agents/docs/troubleshooting/): Troubleshooting for lexigram-ai-agents

## Platform · lexigram-ai-evaluation

- [AI Evaluation (lexigram-ai-evaluation)](https://docs.lexigram.dev/platform/lexigram-ai-evaluation/)
- [API Reference](https://docs.lexigram.dev/platform/lexigram-ai-evaluation/api/): Complete API reference for the lexigram-ai-evaluation package.
- [Architecture](https://docs.lexigram.dev/platform/lexigram-ai-evaluation/docs/architecture/): Architecture guide and reference for the lexigram-ai-evaluation package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/platform/lexigram-ai-evaluation/docs/configuration/): Configuration guide and reference for the lexigram-ai-evaluation package in the Lexigram framework.
- [Guide](https://docs.lexigram.dev/platform/lexigram-ai-evaluation/docs/guide/): Guide guide and reference for the lexigram-ai-evaluation package in the Lexigram framework.
- [How-To Guides](https://docs.lexigram.dev/platform/lexigram-ai-evaluation/docs/howtos/): How-To Guides guide and reference for the lexigram-ai-evaluation package in the Lexigram framework.
- [Quickstart](https://docs.lexigram.dev/platform/lexigram-ai-evaluation/docs/quickstart/): Quickstart guide and reference for the lexigram-ai-evaluation package in the Lexigram framework.
- [Troubleshooting](https://docs.lexigram.dev/platform/lexigram-ai-evaluation/docs/troubleshooting/): Troubleshooting guide and reference for the lexigram-ai-evaluation package in the Lexigram framework.

## Platform · lexigram-ai-feedback

- [AI Feedback (lexigram-ai-feedback)](https://docs.lexigram.dev/platform/lexigram-ai-feedback/)
- [API Reference](https://docs.lexigram.dev/platform/lexigram-ai-feedback/api/): Complete API reference for the lexigram-ai-feedback package.
- [Architecture](https://docs.lexigram.dev/platform/lexigram-ai-feedback/docs/architecture/): Architecture for lexigram-ai-feedback
- [Configuration](https://docs.lexigram.dev/platform/lexigram-ai-feedback/docs/configuration/): Configuration for lexigram-ai-feedback
- [Guide](https://docs.lexigram.dev/platform/lexigram-ai-feedback/docs/guide/): Guide for lexigram-ai-feedback
- [How-To Guides](https://docs.lexigram.dev/platform/lexigram-ai-feedback/docs/howtos/): How-To Guides for lexigram-ai-feedback
- [Quickstart](https://docs.lexigram.dev/platform/lexigram-ai-feedback/docs/quickstart/): Quickstart for lexigram-ai-feedback
- [Troubleshooting](https://docs.lexigram.dev/platform/lexigram-ai-feedback/docs/troubleshooting/): Troubleshooting for lexigram-ai-feedback

## Platform · lexigram-ai-governance

- [AI Governance (lexigram-ai-governance)](https://docs.lexigram.dev/platform/lexigram-ai-governance/)
- [API Reference](https://docs.lexigram.dev/platform/lexigram-ai-governance/api/): Complete API reference for the lexigram-ai-governance package.
- [Architecture](https://docs.lexigram.dev/platform/lexigram-ai-governance/docs/architecture/): Architecture guide and reference for the lexigram-ai-governance package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/platform/lexigram-ai-governance/docs/configuration/): Configuration guide and reference for the lexigram-ai-governance package in the Lexigram framework.
- [Guide](https://docs.lexigram.dev/platform/lexigram-ai-governance/docs/guide/): Guide guide and reference for the lexigram-ai-governance package in the Lexigram framework.
- [How-To Guides](https://docs.lexigram.dev/platform/lexigram-ai-governance/docs/howtos/): How-To Guides guide and reference for the lexigram-ai-governance package in the Lexigram framework.
- [Quickstart](https://docs.lexigram.dev/platform/lexigram-ai-governance/docs/quickstart/): Quickstart guide and reference for the lexigram-ai-governance package in the Lexigram framework.
- [Troubleshooting](https://docs.lexigram.dev/platform/lexigram-ai-governance/docs/troubleshooting/): Troubleshooting guide and reference for the lexigram-ai-governance package in the Lexigram framework.

## Platform · lexigram-ai-guard

- [AI Guard (lexigram-ai-guard)](https://docs.lexigram.dev/platform/lexigram-ai-guard/)
- [API Reference](https://docs.lexigram.dev/platform/lexigram-ai-guard/api/): Complete API reference for the lexigram-ai-guard package.
- [Architecture](https://docs.lexigram.dev/platform/lexigram-ai-guard/docs/architecture/): Architecture guide and reference for the lexigram-ai-guard package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/platform/lexigram-ai-guard/docs/configuration/): Configuration guide and reference for the lexigram-ai-guard package in the Lexigram framework.
- [Guide](https://docs.lexigram.dev/platform/lexigram-ai-guard/docs/guide/): Guide guide and reference for the lexigram-ai-guard package in the Lexigram framework.
- [How-To Guides](https://docs.lexigram.dev/platform/lexigram-ai-guard/docs/howtos/): How-To Guides guide and reference for the lexigram-ai-guard package in the Lexigram framework.
- [Quickstart](https://docs.lexigram.dev/platform/lexigram-ai-guard/docs/quickstart/): Quickstart guide and reference for the lexigram-ai-guard package in the Lexigram framework.
- [Troubleshooting](https://docs.lexigram.dev/platform/lexigram-ai-guard/docs/troubleshooting/): Troubleshooting guide and reference for the lexigram-ai-guard package in the Lexigram framework.

## Platform · lexigram-ai-llm

- [AI Llm (lexigram-ai-llm)](https://docs.lexigram.dev/platform/lexigram-ai-llm/)
- [API Reference](https://docs.lexigram.dev/platform/lexigram-ai-llm/api/): Complete API reference for the lexigram-ai-llm package.
- [Architecture](https://docs.lexigram.dev/platform/lexigram-ai-llm/docs/architecture/): Architecture for lexigram-ai-llm
- [Configuration](https://docs.lexigram.dev/platform/lexigram-ai-llm/docs/configuration/): Configuration for lexigram-ai-llm
- [Guide](https://docs.lexigram.dev/platform/lexigram-ai-llm/docs/guide/): Guide for lexigram-ai-llm
- [How-To Guides](https://docs.lexigram.dev/platform/lexigram-ai-llm/docs/howtos/): How-To Guides for lexigram-ai-llm
- [Route by criteria](https://docs.lexigram.dev/platform/lexigram-ai-llm/docs/providers/): Route by criteria guide and reference for the lexigram-ai-llm package in the Lexigram framework.
- [Quickstart](https://docs.lexigram.dev/platform/lexigram-ai-llm/docs/quickstart/): Quickstart for lexigram-ai-llm
- [Troubleshooting](https://docs.lexigram.dev/platform/lexigram-ai-llm/docs/troubleshooting/): Troubleshooting for lexigram-ai-llm

## Platform · lexigram-ai-mcp

- [AI MCP (lexigram-ai-mcp)](https://docs.lexigram.dev/platform/lexigram-ai-mcp/)
- [API Reference](https://docs.lexigram.dev/platform/lexigram-ai-mcp/api/): Complete API reference for the lexigram-ai-mcp package.
- [Architecture](https://docs.lexigram.dev/platform/lexigram-ai-mcp/docs/architecture/): Architecture for lexigram-ai-mcp
- [Configuration](https://docs.lexigram.dev/platform/lexigram-ai-mcp/docs/configuration/): Configuration for lexigram-ai-mcp
- [Guide](https://docs.lexigram.dev/platform/lexigram-ai-mcp/docs/guide/): Guide for lexigram-ai-mcp
- [How-To Guides](https://docs.lexigram.dev/platform/lexigram-ai-mcp/docs/howtos/): How-To Guides for lexigram-ai-mcp
- [Quickstart](https://docs.lexigram.dev/platform/lexigram-ai-mcp/docs/quickstart/): Quickstart for lexigram-ai-mcp
- [Troubleshooting](https://docs.lexigram.dev/platform/lexigram-ai-mcp/docs/troubleshooting/): Troubleshooting for lexigram-ai-mcp

## Platform · lexigram-ai-memory

- [AI Memory (lexigram-ai-memory)](https://docs.lexigram.dev/platform/lexigram-ai-memory/)
- [API Reference](https://docs.lexigram.dev/platform/lexigram-ai-memory/api/): Complete API reference for the lexigram-ai-memory package.
- [Architecture](https://docs.lexigram.dev/platform/lexigram-ai-memory/docs/architecture/): Architecture for lexigram-ai-memory
- [Configuration](https://docs.lexigram.dev/platform/lexigram-ai-memory/docs/configuration/): Configuration for lexigram-ai-memory
- [Guide](https://docs.lexigram.dev/platform/lexigram-ai-memory/docs/guide/): Guide for lexigram-ai-memory
- [How-To Guides](https://docs.lexigram.dev/platform/lexigram-ai-memory/docs/howtos/): How-To Guides for lexigram-ai-memory
- [Quickstart](https://docs.lexigram.dev/platform/lexigram-ai-memory/docs/quickstart/): Quickstart for lexigram-ai-memory
- [Troubleshooting](https://docs.lexigram.dev/platform/lexigram-ai-memory/docs/troubleshooting/): Troubleshooting for lexigram-ai-memory

## Platform · lexigram-ai-observability

- [AI Observability (lexigram-ai-observability)](https://docs.lexigram.dev/platform/lexigram-ai-observability/): LLM call tracing, token usage, cost tracking
- [API Reference](https://docs.lexigram.dev/platform/lexigram-ai-observability/api/): Complete API reference for the lexigram-ai-observability package.
- [Architecture](https://docs.lexigram.dev/platform/lexigram-ai-observability/docs/architecture/): Architecture for lexigram-ai-observability
- [Configuration](https://docs.lexigram.dev/platform/lexigram-ai-observability/docs/configuration/): Configuration for lexigram-ai-observability
- [Guide](https://docs.lexigram.dev/platform/lexigram-ai-observability/docs/guide/): Guide for lexigram-ai-observability
- [How-To Guides](https://docs.lexigram.dev/platform/lexigram-ai-observability/docs/howtos/): How-To Guides for lexigram-ai-observability
- [Quickstart](https://docs.lexigram.dev/platform/lexigram-ai-observability/docs/quickstart/): Quickstart for lexigram-ai-observability
- [Troubleshooting](https://docs.lexigram.dev/platform/lexigram-ai-observability/docs/troubleshooting/): Troubleshooting for lexigram-ai-observability

## Platform · lexigram-ai-prompt

- [AI Prompt (lexigram-ai-prompt)](https://docs.lexigram.dev/platform/lexigram-ai-prompt/)
- [API Reference](https://docs.lexigram.dev/platform/lexigram-ai-prompt/api/): Complete API reference for the lexigram-ai-prompt package.
- [Architecture](https://docs.lexigram.dev/platform/lexigram-ai-prompt/docs/architecture/): Architecture guide and reference for the lexigram-ai-prompt package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/platform/lexigram-ai-prompt/docs/configuration/): Configuration guide and reference for the lexigram-ai-prompt package in the Lexigram framework.
- [Guide](https://docs.lexigram.dev/platform/lexigram-ai-prompt/docs/guide/): Guide guide and reference for the lexigram-ai-prompt package in the Lexigram framework.
- [How-To Guides](https://docs.lexigram.dev/platform/lexigram-ai-prompt/docs/howtos/): How-To Guides guide and reference for the lexigram-ai-prompt package in the Lexigram framework.
- [Quickstart](https://docs.lexigram.dev/platform/lexigram-ai-prompt/docs/quickstart/): Quickstart guide and reference for the lexigram-ai-prompt package in the Lexigram framework.
- [Troubleshooting](https://docs.lexigram.dev/platform/lexigram-ai-prompt/docs/troubleshooting/): Troubleshooting guide and reference for the lexigram-ai-prompt package in the Lexigram framework.

## Platform · lexigram-ai-rag

- [AI Rag (lexigram-ai-rag)](https://docs.lexigram.dev/platform/lexigram-ai-rag/): RAG pipelines: chunking, embedding, retrieval
- [API Reference](https://docs.lexigram.dev/platform/lexigram-ai-rag/api/): Complete API reference for the lexigram-ai-rag package.
- [Architecture](https://docs.lexigram.dev/platform/lexigram-ai-rag/docs/architecture/): Architecture for lexigram-ai-rag
- [Configuration](https://docs.lexigram.dev/platform/lexigram-ai-rag/docs/configuration/): Configuration for lexigram-ai-rag
- [Guide](https://docs.lexigram.dev/platform/lexigram-ai-rag/docs/guide/): Guide for lexigram-ai-rag
- [How-To Guides](https://docs.lexigram.dev/platform/lexigram-ai-rag/docs/howtos/): How-To Guides for lexigram-ai-rag
- [Quickstart](https://docs.lexigram.dev/platform/lexigram-ai-rag/docs/quickstart/): Quickstart for lexigram-ai-rag
- [Register it](https://docs.lexigram.dev/platform/lexigram-ai-rag/docs/strategies/): Register it guide and reference for the lexigram-ai-rag package in the Lexigram framework.
- [Troubleshooting](https://docs.lexigram.dev/platform/lexigram-ai-rag/docs/troubleshooting/): Troubleshooting for lexigram-ai-rag

## Platform · lexigram-ai-relay

- [AI Relay (lexigram-ai-relay)](https://docs.lexigram.dev/platform/lexigram-ai-relay/)
- [API Reference](https://docs.lexigram.dev/platform/lexigram-ai-relay/api/): Complete API reference for the lexigram-ai-relay package.
- [Relay protocol conversion](https://docs.lexigram.dev/platform/lexigram-ai-relay/docs/relay-conversion/): Relay protocol conversion guide and reference for the lexigram-ai-relay package in the Lexigram framework.

## Platform · lexigram-ai-session

- [AI Session (lexigram-ai-session)](https://docs.lexigram.dev/platform/lexigram-ai-session/)
- [API Reference](https://docs.lexigram.dev/platform/lexigram-ai-session/api/): Complete API reference for the lexigram-ai-session package.
- [Architecture](https://docs.lexigram.dev/platform/lexigram-ai-session/docs/architecture/): Architecture for lexigram-ai-session
- [Configuration](https://docs.lexigram.dev/platform/lexigram-ai-session/docs/configuration/): Configuration for lexigram-ai-session
- [Guide](https://docs.lexigram.dev/platform/lexigram-ai-session/docs/guide/): Guide for lexigram-ai-session
- [How-To Guides](https://docs.lexigram.dev/platform/lexigram-ai-session/docs/howtos/): How-To Guides for lexigram-ai-session
- [Quickstart](https://docs.lexigram.dev/platform/lexigram-ai-session/docs/quickstart/): Quickstart for lexigram-ai-session
- [Troubleshooting](https://docs.lexigram.dev/platform/lexigram-ai-session/docs/troubleshooting/): Troubleshooting for lexigram-ai-session

## Platform · lexigram-ai-skills

- [AI Skills (lexigram-ai-skills)](https://docs.lexigram.dev/platform/lexigram-ai-skills/)
- [API Reference](https://docs.lexigram.dev/platform/lexigram-ai-skills/api/): Explore the complete API reference for the lexigram-ai-skills package. Discover protocols, classes, and methods for building with Lexigram.
- [Architecture](https://docs.lexigram.dev/platform/lexigram-ai-skills/docs/architecture/): Architecture for lexigram-ai-skills
- [Configuration](https://docs.lexigram.dev/platform/lexigram-ai-skills/docs/configuration/): Configuration for lexigram-ai-skills
- [Guide](https://docs.lexigram.dev/platform/lexigram-ai-skills/docs/guide/): Guide for lexigram-ai-skills
- [How-To Guides](https://docs.lexigram.dev/platform/lexigram-ai-skills/docs/howtos/): How-To Guides for lexigram-ai-skills
- [Quickstart](https://docs.lexigram.dev/platform/lexigram-ai-skills/docs/quickstart/): Quickstart for lexigram-ai-skills
- [Troubleshooting](https://docs.lexigram.dev/platform/lexigram-ai-skills/docs/troubleshooting/): Troubleshooting for lexigram-ai-skills

## Platform · lexigram-ai-workers

- [AI Workers (lexigram-ai-workers)](https://docs.lexigram.dev/platform/lexigram-ai-workers/)
- [API Reference](https://docs.lexigram.dev/platform/lexigram-ai-workers/api/): Complete API reference for the lexigram-ai-workers package.
- [Architecture](https://docs.lexigram.dev/platform/lexigram-ai-workers/docs/architecture/): Architecture for lexigram-ai-workers
- [Configuration](https://docs.lexigram.dev/platform/lexigram-ai-workers/docs/configuration/): Configuration for lexigram-ai-workers
- [Guide](https://docs.lexigram.dev/platform/lexigram-ai-workers/docs/guide/): Guide for lexigram-ai-workers
- [How-To Guides](https://docs.lexigram.dev/platform/lexigram-ai-workers/docs/howtos/): How-To Guides for lexigram-ai-workers
- [Quickstart](https://docs.lexigram.dev/platform/lexigram-ai-workers/docs/quickstart/): Quickstart for lexigram-ai-workers
- [Troubleshooting](https://docs.lexigram.dev/platform/lexigram-ai-workers/docs/troubleshooting/): Troubleshooting for lexigram-ai-workers

## Platform · lexigram-ai

- [AI (lexigram-ai)](https://docs.lexigram.dev/platform/lexigram-ai/): Core AI abstractions and orchestration
- [API Reference](https://docs.lexigram.dev/platform/lexigram-ai/api/): Complete API reference for the lexigram-ai package.
- [Architecture](https://docs.lexigram.dev/platform/lexigram-ai/docs/architecture/): Architecture for lexigram-ai
- [Configuration](https://docs.lexigram.dev/platform/lexigram-ai/docs/configuration/): Configuration for lexigram-ai
- [Guide](https://docs.lexigram.dev/platform/lexigram-ai/docs/guide/): Guide for lexigram-ai
- [How-To Guides](https://docs.lexigram.dev/platform/lexigram-ai/docs/howtos/): How-To Guides for lexigram-ai
- [Quickstart](https://docs.lexigram.dev/platform/lexigram-ai/docs/quickstart/): Quickstart for lexigram-ai
- [Troubleshooting](https://docs.lexigram.dev/platform/lexigram-ai/docs/troubleshooting/): Troubleshooting for lexigram-ai

## Reference

- [CLI Reference](https://docs.lexigram.dev/reference/cli/): Complete command registry — all CLI commands, subcommands, and generators across the Lexigram Framework.
- [Environment Variables](https://docs.lexigram.dev/reference/env-vars/): Complete registry of all environment variables in the Lexigram Framework.
- [Error Codes](https://docs.lexigram.dev/reference/errors/): Complete registry of all LEX_ERR_* error codes in the Lexigram Framework.

## Changelog

- [Changelog](https://docs.lexigram.dev/changelog/): All notable changes to the Lexigram Framework, version by version.

## Audit

- [Audit Index](https://docs.lexigram.dev/audit/)
- [Dependencies Audit](https://docs.lexigram.dev/audit/dependencies/)
- [Doc Claims Audit](https://docs.lexigram.dev/audit/doc_claims/)
- [Doc Defaults Audit](https://docs.lexigram.dev/audit/doc_defaults/)
- [Doc Imports Audit](https://docs.lexigram.dev/audit/doc_imports/)
- [Doc Links Audit](https://docs.lexigram.dev/audit/doc_links/)
- [Env Vars Audit](https://docs.lexigram.dev/audit/env_vars/)
- [Integrations Audit](https://docs.lexigram.dev/audit/integrations/)
- [Optional Imports Audit](https://docs.lexigram.dev/audit/optional_imports/)
- [Overview Audit](https://docs.lexigram.dev/audit/overview/)
- [Protocols Audit](https://docs.lexigram.dev/audit/protocols/)
- [Quality Audit](https://docs.lexigram.dev/audit/quality/)
- [Rules Audit](https://docs.lexigram.dev/audit/rules/)
- [Security Audit](https://docs.lexigram.dev/audit/security/)
- [Tests Audit](https://docs.lexigram.dev/audit/tests/)

## Experimental

- [Experimental](https://docs.lexigram.dev/experimental/): Experimental packages extracted from the monorepo — standalone repos under active development
- [Admin (lexigram-admin)](https://docs.lexigram.dev/experimental/lexigram-admin/): Modern Python-first admin framework for Lexigram — HTMX, CRUD, dashboards, and extensions
- [API Reference](https://docs.lexigram.dev/experimental/lexigram-admin/api/): Complete API reference for the lexigram-admin package.
- [Architecture](https://docs.lexigram.dev/experimental/lexigram-admin/docs/architecture/): Architecture guide and reference for the lexigram-admin package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/experimental/lexigram-admin/docs/configuration/): Configuration guide and reference for the lexigram-admin package in the Lexigram framework.
- [Contributor Reference](https://docs.lexigram.dev/experimental/lexigram-admin/docs/contributor_reference/): Contributor Reference guide and reference for the lexigram-admin package in the Lexigram framework.
- [Conventions](https://docs.lexigram.dev/experimental/lexigram-admin/docs/conventions/): Conventions guide and reference for the lexigram-admin package in the Lexigram framework.
- [Data Sources](https://docs.lexigram.dev/experimental/lexigram-admin/docs/data_sources/): Data Sources guide and reference for the lexigram-admin package in the Lexigram framework.
- [Extension Developer Guide](https://docs.lexigram.dev/experimental/lexigram-admin/docs/extension_developer_guide/): Extension Developer Guide guide and reference for the lexigram-admin package in the Lexigram framework.
- [Framework Composition Map](https://docs.lexigram.dev/experimental/lexigram-admin/docs/framework_composition/): Framework Composition Map guide and reference for the lexigram-admin package in the Lexigram framework.
- [Guide](https://docs.lexigram.dev/experimental/lexigram-admin/docs/guide/): Guide guide and reference for the lexigram-admin package in the Lexigram framework.
- [How-To Guides](https://docs.lexigram.dev/experimental/lexigram-admin/docs/howtos/): How-To Guides guide and reference for the lexigram-admin package in the Lexigram framework.
- [LOC Debt Register](https://docs.lexigram.dev/experimental/lexigram-admin/docs/loc_debt/): LOC Debt Register guide and reference for the lexigram-admin package in the Lexigram framework.
- [Public API](https://docs.lexigram.dev/experimental/lexigram-admin/docs/public_api/): Public API guide and reference for the lexigram-admin package in the Lexigram framework.
- [Quickstart](https://docs.lexigram.dev/experimental/lexigram-admin/docs/quickstart/): Quickstart guide and reference for the lexigram-admin package in the Lexigram framework.
- [Resources](https://docs.lexigram.dev/experimental/lexigram-admin/docs/resources/): Resources guide and reference for the lexigram-admin package in the Lexigram framework.
- [Security](https://docs.lexigram.dev/experimental/lexigram-admin/docs/security/): Security guide and reference for the lexigram-admin package in the Lexigram framework.
- [Troubleshooting](https://docs.lexigram.dev/experimental/lexigram-admin/docs/troubleshooting/): Troubleshooting guide and reference for the lexigram-admin package in the Lexigram framework.
- [CLI (lexigram-cli)](https://docs.lexigram.dev/experimental/lexigram-cli/): Detailed documentation for lexigram-cli, including architecture, usage guides, and configuration options within the Lexigram ecosystem.
- [API Reference](https://docs.lexigram.dev/experimental/lexigram-cli/api/): Complete API reference for the lexigram-cli package.
- [Architecture](https://docs.lexigram.dev/experimental/lexigram-cli/docs/architecture/): Architecture guide and reference for the lexigram-cli package in the Lexigram framework.
- [Commands](https://docs.lexigram.dev/experimental/lexigram-cli/docs/commands/): Commands guide and reference for the lexigram-cli package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/experimental/lexigram-cli/docs/configuration/): Configuration guide and reference for the lexigram-cli package in the Lexigram framework.
- [Guide](https://docs.lexigram.dev/experimental/lexigram-cli/docs/guide/): Guide guide and reference for the lexigram-cli package in the Lexigram framework.
- [How-To Guides](https://docs.lexigram.dev/experimental/lexigram-cli/docs/howtos/): How-To Guides guide and reference for the lexigram-cli package in the Lexigram framework.
- [Public Package CLI Surface Matrix](https://docs.lexigram.dev/experimental/lexigram-cli/docs/public_package_cli_matrix/): Public Package CLI Surface Matrix guide and reference for the lexigram-cli package in the Lexigram framework.
- [Quickstart](https://docs.lexigram.dev/experimental/lexigram-cli/docs/quickstart/): Quickstart guide and reference for the lexigram-cli package in the Lexigram framework.
- [Troubleshooting](https://docs.lexigram.dev/experimental/lexigram-cli/docs/troubleshooting/): Troubleshooting guide and reference for the lexigram-cli package in the Lexigram framework.
- [UI (lexigram-ui)](https://docs.lexigram.dev/experimental/lexigram-ui/): Server-rendered HTMX/htpy component library — atoms, molecules, organisms, and layouts for Lexigram web applications.
- [API Reference](https://docs.lexigram.dev/experimental/lexigram-ui/api/): Complete API reference for the lexigram-ui package.
- [Architecture](https://docs.lexigram.dev/experimental/lexigram-ui/docs/architecture/): Architecture guide and reference for the lexigram-ui package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/experimental/lexigram-ui/docs/configuration/): Configuration guide and reference for the lexigram-ui package in the Lexigram framework.
- [Guide](https://docs.lexigram.dev/experimental/lexigram-ui/docs/guide/): Guide guide and reference for the lexigram-ui package in the Lexigram framework.
- [How-To Guides](https://docs.lexigram.dev/experimental/lexigram-ui/docs/howtos/): How-To Guides guide and reference for the lexigram-ui package in the Lexigram framework.
- [Public API Reference](https://docs.lexigram.dev/experimental/lexigram-ui/docs/public_api/): Public API Reference guide and reference for the lexigram-ui package in the Lexigram framework.
- [Quickstart](https://docs.lexigram.dev/experimental/lexigram-ui/docs/quickstart/): Quickstart guide and reference for the lexigram-ui package in the Lexigram framework.
- [Troubleshooting](https://docs.lexigram.dev/experimental/lexigram-ui/docs/troubleshooting/): Troubleshooting guide and reference for the lexigram-ui package in the Lexigram framework.

## Packages · core

- [Packages](https://docs.lexigram.dev/packages/): Overview of all Lexigram packages organized by category

## Platform · ai

- [AI Platform Overview](https://docs.lexigram.dev/platform/): Building Agentic and LLM-powered applications with the Lexigram AI subsystem.

## Platform · lexigram-ai-relay-gateway

- [AI Relay Gateway (lexigram-ai-relay-gateway)](https://docs.lexigram.dev/platform/lexigram-ai-relay-gateway/)
- [API Reference](https://docs.lexigram.dev/platform/lexigram-ai-relay-gateway/api/): Complete API reference for the lexigram-ai-relay-gateway package.
- [Host integration guide — `lexigram-ai-relay-gateway`](https://docs.lexigram.dev/platform/lexigram-ai-relay-gateway/docs/host-integration/): Host integration guide — `lexigram-ai-relay-gateway` guide and reference for the lexigram-ai-relay-gateway package in the Lexigram framework.

## Platform · lexigram-multimedia

- [Multimedia (lexigram-multimedia)](https://docs.lexigram.dev/platform/lexigram-multimedia/)
- [API Reference](https://docs.lexigram.dev/platform/lexigram-multimedia/api/): Complete API reference for the lexigram-multimedia package.
- [Architecture](https://docs.lexigram.dev/platform/lexigram-multimedia/docs/architecture/): Architecture guide and reference for the lexigram-multimedia package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/platform/lexigram-multimedia/docs/configuration/): Configuration guide and reference for the lexigram-multimedia package in the Lexigram framework.
- [Guide](https://docs.lexigram.dev/platform/lexigram-multimedia/docs/guide/): Guide guide and reference for the lexigram-multimedia package in the Lexigram framework.
- [How-To Guides](https://docs.lexigram.dev/platform/lexigram-multimedia/docs/howtos/): How-To Guides guide and reference for the lexigram-multimedia package in the Lexigram framework.
- [Quickstart](https://docs.lexigram.dev/platform/lexigram-multimedia/docs/quickstart/): Quickstart guide and reference for the lexigram-multimedia package in the Lexigram framework.
- [Troubleshooting](https://docs.lexigram.dev/platform/lexigram-multimedia/docs/troubleshooting/): Troubleshooting guide and reference for the lexigram-multimedia package in the Lexigram framework.

## Platform · lexigram-multimedia-beat

- [Multimedia Beat (lexigram-multimedia-beat)](https://docs.lexigram.dev/platform/lexigram-multimedia-beat/)
- [API Reference](https://docs.lexigram.dev/platform/lexigram-multimedia-beat/api/): Complete API reference for the lexigram-multimedia-beat package.
- [Architecture](https://docs.lexigram.dev/platform/lexigram-multimedia-beat/docs/architecture/): Architecture guide and reference for the lexigram-multimedia-beat package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/platform/lexigram-multimedia-beat/docs/configuration/): Configuration guide and reference for the lexigram-multimedia-beat package in the Lexigram framework.
- [Guide](https://docs.lexigram.dev/platform/lexigram-multimedia-beat/docs/guide/): Guide guide and reference for the lexigram-multimedia-beat package in the Lexigram framework.
- [How-To Guides](https://docs.lexigram.dev/platform/lexigram-multimedia-beat/docs/howtos/): How-To Guides guide and reference for the lexigram-multimedia-beat package in the Lexigram framework.
- [Quickstart](https://docs.lexigram.dev/platform/lexigram-multimedia-beat/docs/quickstart/): Quickstart guide and reference for the lexigram-multimedia-beat package in the Lexigram framework.
- [Troubleshooting](https://docs.lexigram.dev/platform/lexigram-multimedia-beat/docs/troubleshooting/): Troubleshooting guide and reference for the lexigram-multimedia-beat package in the Lexigram framework.

## Platform · lexigram-multimedia-image

- [Multimedia Image (lexigram-multimedia-image)](https://docs.lexigram.dev/platform/lexigram-multimedia-image/)
- [API Reference](https://docs.lexigram.dev/platform/lexigram-multimedia-image/api/): Complete API reference for the lexigram-multimedia-image package.
- [Architecture](https://docs.lexigram.dev/platform/lexigram-multimedia-image/docs/architecture/): Architecture guide and reference for the lexigram-multimedia-image package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/platform/lexigram-multimedia-image/docs/configuration/): Configuration guide and reference for the lexigram-multimedia-image package in the Lexigram framework.
- [Guide](https://docs.lexigram.dev/platform/lexigram-multimedia-image/docs/guide/): Guide guide and reference for the lexigram-multimedia-image package in the Lexigram framework.
- [How-To Guides](https://docs.lexigram.dev/platform/lexigram-multimedia-image/docs/howtos/): How-To Guides guide and reference for the lexigram-multimedia-image package in the Lexigram framework.
- [Quickstart](https://docs.lexigram.dev/platform/lexigram-multimedia-image/docs/quickstart/): Quickstart guide and reference for the lexigram-multimedia-image package in the Lexigram framework.
- [Troubleshooting](https://docs.lexigram.dev/platform/lexigram-multimedia-image/docs/troubleshooting/): Troubleshooting guide and reference for the lexigram-multimedia-image package in the Lexigram framework.

## Platform · lexigram-multimedia-interpolate

- [Multimedia Interpolate (lexigram-multimedia-interpolate)](https://docs.lexigram.dev/platform/lexigram-multimedia-interpolate/)
- [API Reference](https://docs.lexigram.dev/platform/lexigram-multimedia-interpolate/api/): Complete API reference for the lexigram-multimedia-interpolate package.
- [Architecture](https://docs.lexigram.dev/platform/lexigram-multimedia-interpolate/docs/architecture/): Architecture guide and reference for the lexigram-multimedia-interpolate package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/platform/lexigram-multimedia-interpolate/docs/configuration/): Configuration guide and reference for the lexigram-multimedia-interpolate package in the Lexigram framework.
- [Guide](https://docs.lexigram.dev/platform/lexigram-multimedia-interpolate/docs/guide/): Guide guide and reference for the lexigram-multimedia-interpolate package in the Lexigram framework.
- [How-To Guides](https://docs.lexigram.dev/platform/lexigram-multimedia-interpolate/docs/howtos/): How-To Guides guide and reference for the lexigram-multimedia-interpolate package in the Lexigram framework.
- [Quickstart](https://docs.lexigram.dev/platform/lexigram-multimedia-interpolate/docs/quickstart/): Quickstart guide and reference for the lexigram-multimedia-interpolate package in the Lexigram framework.
- [Troubleshooting](https://docs.lexigram.dev/platform/lexigram-multimedia-interpolate/docs/troubleshooting/): Troubleshooting guide and reference for the lexigram-multimedia-interpolate package in the Lexigram framework.

## Platform · lexigram-multimedia-music

- [Multimedia Music (lexigram-multimedia-music)](https://docs.lexigram.dev/platform/lexigram-multimedia-music/)
- [API Reference](https://docs.lexigram.dev/platform/lexigram-multimedia-music/api/): Complete API reference for the lexigram-multimedia-music package.
- [Architecture: lexigram-multimedia-music](https://docs.lexigram.dev/platform/lexigram-multimedia-music/docs/architecture/): Architecture: lexigram-multimedia-music guide and reference for the lexigram-multimedia-music package in the Lexigram framework.
- [Configuration: lexigram-multimedia-music](https://docs.lexigram.dev/platform/lexigram-multimedia-music/docs/configuration/): Configuration: lexigram-multimedia-music guide and reference for the lexigram-multimedia-music package in the Lexigram framework.
- [Guide: lexigram-multimedia-music](https://docs.lexigram.dev/platform/lexigram-multimedia-music/docs/guide/): Guide: lexigram-multimedia-music guide and reference for the lexigram-multimedia-music package in the Lexigram framework.
- [How-To Guides: lexigram-multimedia-music](https://docs.lexigram.dev/platform/lexigram-multimedia-music/docs/howtos/): How-To Guides: lexigram-multimedia-music guide and reference for the lexigram-multimedia-music package in the Lexigram framework.
- [Quickstart: lexigram-multimedia-music](https://docs.lexigram.dev/platform/lexigram-multimedia-music/docs/quickstart/): Quickstart: lexigram-multimedia-music guide and reference for the lexigram-multimedia-music package in the Lexigram framework.
- [Troubleshooting: lexigram-multimedia-music](https://docs.lexigram.dev/platform/lexigram-multimedia-music/docs/troubleshooting/): Troubleshooting: lexigram-multimedia-music guide and reference for the lexigram-multimedia-music package in the Lexigram framework.

## Platform · lexigram-multimedia-tts

- [Multimedia Tts (lexigram-multimedia-tts)](https://docs.lexigram.dev/platform/lexigram-multimedia-tts/)
- [API Reference](https://docs.lexigram.dev/platform/lexigram-multimedia-tts/api/): Complete API reference for the lexigram-multimedia-tts package.
- [Architecture: lexigram-multimedia-tts](https://docs.lexigram.dev/platform/lexigram-multimedia-tts/docs/architecture/): Architecture: lexigram-multimedia-tts guide and reference for the lexigram-multimedia-tts package in the Lexigram framework.
- [Configuration: lexigram-multimedia-tts](https://docs.lexigram.dev/platform/lexigram-multimedia-tts/docs/configuration/): Configuration: lexigram-multimedia-tts guide and reference for the lexigram-multimedia-tts package in the Lexigram framework.
- [Guide: lexigram-multimedia-tts](https://docs.lexigram.dev/platform/lexigram-multimedia-tts/docs/guide/): Guide: lexigram-multimedia-tts guide and reference for the lexigram-multimedia-tts package in the Lexigram framework.
- [How-To Guides: lexigram-multimedia-tts](https://docs.lexigram.dev/platform/lexigram-multimedia-tts/docs/howtos/): How-To Guides: lexigram-multimedia-tts guide and reference for the lexigram-multimedia-tts package in the Lexigram framework.
- [Quickstart: lexigram-multimedia-tts](https://docs.lexigram.dev/platform/lexigram-multimedia-tts/docs/quickstart/): Quickstart: lexigram-multimedia-tts guide and reference for the lexigram-multimedia-tts package in the Lexigram framework.
- [Troubleshooting: lexigram-multimedia-tts](https://docs.lexigram.dev/platform/lexigram-multimedia-tts/docs/troubleshooting/): Troubleshooting: lexigram-multimedia-tts guide and reference for the lexigram-multimedia-tts package in the Lexigram framework.

## Platform · lexigram-multimedia-upscale

- [Multimedia Upscale (lexigram-multimedia-upscale)](https://docs.lexigram.dev/platform/lexigram-multimedia-upscale/)
- [API Reference](https://docs.lexigram.dev/platform/lexigram-multimedia-upscale/api/): Complete API reference for the lexigram-multimedia-upscale package.
- [Architecture](https://docs.lexigram.dev/platform/lexigram-multimedia-upscale/docs/architecture/): Architecture guide and reference for the lexigram-multimedia-upscale package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/platform/lexigram-multimedia-upscale/docs/configuration/): Configuration guide and reference for the lexigram-multimedia-upscale package in the Lexigram framework.
- [Guide](https://docs.lexigram.dev/platform/lexigram-multimedia-upscale/docs/guide/): Guide guide and reference for the lexigram-multimedia-upscale package in the Lexigram framework.
- [How-To Guides](https://docs.lexigram.dev/platform/lexigram-multimedia-upscale/docs/howtos/): How-To Guides guide and reference for the lexigram-multimedia-upscale package in the Lexigram framework.
- [Quickstart](https://docs.lexigram.dev/platform/lexigram-multimedia-upscale/docs/quickstart/): Quickstart guide and reference for the lexigram-multimedia-upscale package in the Lexigram framework.
- [Troubleshooting](https://docs.lexigram.dev/platform/lexigram-multimedia-upscale/docs/troubleshooting/): Troubleshooting guide and reference for the lexigram-multimedia-upscale package in the Lexigram framework.

## Platform · lexigram-multimedia-video

- [Multimedia Video (lexigram-multimedia-video)](https://docs.lexigram.dev/platform/lexigram-multimedia-video/)
- [API Reference](https://docs.lexigram.dev/platform/lexigram-multimedia-video/api/): Complete API reference for the lexigram-multimedia-video package.
- [Architecture](https://docs.lexigram.dev/platform/lexigram-multimedia-video/docs/architecture/): Architecture guide and reference for the lexigram-multimedia-video package in the Lexigram framework.
- [Configuration](https://docs.lexigram.dev/platform/lexigram-multimedia-video/docs/configuration/): Configuration guide and reference for the lexigram-multimedia-video package in the Lexigram framework.
- [Guide](https://docs.lexigram.dev/platform/lexigram-multimedia-video/docs/guide/): Guide guide and reference for the lexigram-multimedia-video package in the Lexigram framework.
- [How-To Guides](https://docs.lexigram.dev/platform/lexigram-multimedia-video/docs/howtos/): How-To Guides guide and reference for the lexigram-multimedia-video package in the Lexigram framework.
- [Quickstart](https://docs.lexigram.dev/platform/lexigram-multimedia-video/docs/quickstart/): Quickstart guide and reference for the lexigram-multimedia-video package in the Lexigram framework.
- [Troubleshooting](https://docs.lexigram.dev/platform/lexigram-multimedia-video/docs/troubleshooting/): Troubleshooting guide and reference for the lexigram-multimedia-video package in the Lexigram framework.

For the full API reference, follow the Reference section or browse the packages documentation.