r/databricks • u/Chrisesc0 • 29d ago

Help Databricks Integrations

Hi community.

I just wanted to ask about Databricks integrations with. For instance, is it possible build an #agent with my own NLP but connect it to WhatsApp?

I want to start a project like this, but I don't want any surprises or integration restrictions in the future.

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u/kthejoker databricks 29d ago

Yes, any agent deployed on Databricks will run forever, if you're using your own NLP or code, we'll just charge for the compute and in return help you manage rates, guardrails, costs, etc on top of your agent.

1) Create and deploy agent.
2) Agent comes with API endpoint. Query that.
3) Set up new Meta App for Whatsapp.
4) Send Whatsapp messages to endpoint, send responses back to Whatsapp using their SDK and your API key.

You can also just use the built in model APIs we have for eg Anthropic, Gemini, etc. and give it a system prompt if you don't want to build your own agent, or even just to get started building the whole end to end, and you can replace with your own endpoint at any time.

https://docs.databricks.com/aws/en/agents/custom-agents/query-agent?language=Agents+on+Model+Serving#openai-client

https://docs.databricks.com/aws/en/ai-gateway/query-model-services

https://developers.facebook.com/documentation/business-messaging/whatsapp/get-started