Agent loop, session management, tool execution, context compaction, hooks, and extensions.

Error context for agents via Honeybadger for the ask-rb ecosystem.

Supports OpenAI, Anthropic, Google Gemini + Vertex, Amazon Bedrock, Ollama (local), Mistral AI, and Cloudflare Workers AI + AI Gateway. One gem, all the models you need.

Document loaders, text splitters, vector stores, and retrieval queries for building RAG applications with ask-rb.

Error context for agents via Sentry for the ask-rb ecosystem.

Error context for agents via SolidErrors for the ask-rb ecosystem.

Provides Ask::State adapter implementations for SQLite, Redis, PostgreSQL, and MySQL. Each backend implements the Ask::State::Adapter contract (get/set/delete, distributed locking, message queues, and ordered lists) so agents, sessions, and workflows pick the right persistence layer with one line of code.