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Announcing public beta of Gen AI Toolbox for Databases
- Gen AI Toolbox for Databases is an open-source server that empowers application developers to connect production-grade, agent-based generative AI (gen AI) applications to databases.
- It streamlines the creation, deployment, and management of sophisticated gen AI tools capable of querying databases with secure access, robust observability, scalability, and comprehensive manageability.
- It provides connectivity to popular open-source databases such as PostgreSQL, MySQL, as well as Google’s industry-leading Cloud Databases like AlloyDB, Spanner, and Cloud SQL for SQL Server.
- Gen AI Toolbox for Databases improves how gen AI tools interact with data, addressing common challenges in gen AI tool management.
- Toolbox comprises two components: a server specifying the tools for application use, and a client interacting with this server to load these tools onto orchestration frameworks.
- Toolbox offers features that provide better manageability, security and observability for AI Agents.
- The integration of Gen AI Toolbox for Databases with the LangChain ecosystem is a boon for all developers.
- Gen AI Toolbox for Databases simplifies gen AI tool development and deployment by automating the entire lifecycle.
- Here are some resources to get started: Github repo, Documentation.
- Quickstart - How to get started running a LangGraph agent with Toolbox using Gemini on Vertex AI.
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