2 posts tagged with "oracle autonomous database"

Staring from langchain_community version 0.0.31, Oracle introduced a new LangChain document loader that allows you to load the results of an SQL query, against an Oracle Autonomous Database (ADB), as documents that your retrieval-augmented generation (RAG) application can use for text generation tasks. In a previous article, I described how the select ai feature available in ADBs combines the use of database metadata and large-language models (LLMs) to generate an SQL statement that answers a question asked in natural language. In this article, we will take a quick look at how we can load data from the ADB, generate embeddings, then use an LLM to respond to human questions.

In case you missed it, Oracle recently announced the availability of a new feature for the Autonomous Database (ADB) that allows developers and database administrators to send messages using either emails, Slack, or Microsoft Teams (Teams). At Insum, we use teams for internal communications and collaboration, and thus, you can appreciate my excitement when I heard about this feature release. Here's an early guide to getting started with DBMS_CLOUD_NOTIFICATION for those using Teams at their organisation.