n8n São Paulo:Database,Vector Search e RAG (Retrieval-Augmented Generation)

​Have you ever imagined giving your artificial intelligence a true "memory"? It is time to connect infrastructure to intelligence.

​In this official n8n event in partnership with Oracle, we will explore how Oracle Database can go far beyond traditional table storage, transforming into the brain of your applications. We will dive into the world of Vector Search and RAG (Retrieval-Augmented Generation) in a clear, practical, and action-oriented way.

​What We Will Cover

• ​Setup of the Oracle Autonomous Database (Free).

• ​The concepts of Vectors and Embeddings explained in a practical, uncomplicated way.

• ​How to connect n8n to Oracle Database to store your own knowledge (PDFs and documents).

• ​Building an AI Agent in n8n capable of querying the database before answering.

​Hands-On

​We will build together, step by step:

• ​Configuring the credential and Oracle connection in n8n.

• ​Creating an ingestion workflow: reading a document, vectorizing it, and saving it to Oracle.

• ​Building a chat workflow: receiving a question, performing a vector search in the database, and generating a response using an LLM.

​Get ready to level up your automations and build smart agents with deep, secure context!