LLM agents 2

Fully managed AI search infrastructure with RAG support for developers. Ducky is a fully managed AI search infrastructure with RAG (Retrieval Augmented Generation) support. It's designed for developers who need fast and accurate search results. Ducky simplifies semantic search by handling the complexities of RAG, allowing users to focus on building applications. It offers seamless integration, simple pricing, and is fully managed.

TypeScript framework for building, deploying, and observing AI agents Mastra is an open-source TypeScript framework for building, deploying, observing, and improving AI agents and AI-powered applications. It provides agent development tools, typed workflows, memory, workspaces, MCP support, human-in-the-loop functionality, model routing, and built-in observability. Developers can use Mastra with React, Next.js, Node.js, Hono, and other JavaScript or TypeScript environments to create internal automation agents, customer-facing assistants, developer platforms, and multi-step workflow applications. Mastra projects can be self-hosted under the Apache 2.0 license or deployed through Mastra Platform with managed infrastructure, monitoring, storage, and enterprise capabilities.