GoogleCloudPlatform / cymbal-air-toolbox-demo
Demo of a customer service agent (Cymbal Air) using LangGraph, Tools, and RAG to interact with Google Cloud Databases via MCP Toolbox.
Why this job: says: rag; topics: rag
What it does
This project provides a production-quality reference implementation for building Agentic applications that use [Agents] and [Retrieval Augmented Generation (RAG)][rag] to query and interact with data stored in Google Cloud Databases.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 2 months ago
- Stars
- 350
- On GitHub
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v0.5.0
- Released 13 months ago
- Built with
- Python
- 68% of the code
Is it looked after?
- Contributors
- 1
- Last 90 days
- Issues
- 50% closed
- 19 still open
- Pull requests
- 474 merged
- 34 waiting
- Releases
- 5
- 0 in the last year
- Contributing guide (opens in new tab)
- No security policy
- Code of conduct (opens in new tab)
More: languages, topics and project record
Languages
- Python 68%
- JavaScript 15%
- CSS 10%
- HTML 6%
Topics
- agent
- agents
- ai
- alloydb
- bigquery
- databases
- genai
- google-cloud-ai
- langgraph
- llm
- mcp
- mcp-tools
Project record
- JobRAG and search
- StatusListed
- Commits454
- Forks123
- Watching26
- Stars in 28 days+1
- CreatedAug 25, 2023
- First seen by usNov 7, 2026
- CheckedNov 7, 2026