In this tutorial, we will use MongoDB Atlas as a vector store and retriever. But first, you will need a MongoDB Atlas account with a database cluster and get the connection string to connect to your cluster. Follow these steps to get set up: Register for a free MongoDB Atlas account....
wget: To download knowledge base data sentence-transformers: For embedding model pymongo: For the MongoDB Atlas vector store watsonx.ai dependencies We’ll be using the watsonx.ai foundation models and Python SDK to implement our RAG pipeline in LangChain. Sign up for a free ...
MongoDB client mongo Data export tool mongoexport Data import tool mongoimport Make the packages executable. Run the chmod +x mongo command to grant a client permission to connect to an instance. Run the chmod +x mongoexport command to grant a client permission to export data. Run the chmod...
Get your Certification Core Concepts Around MongoDB I’ve been saying document databases over and over up to this point, but what actually are they? Here are the main concepts: Documents: data is stored in objects called documents. In simple terms, documents are similar to JSON key-value obj...
Since MongoDB 5.0, the drop command and the db.collection.drop() method will return an error if you attempt to drop a collection in the admin database or the config database from a mongos. Connect to the config server instead and run the command to delete these collections. Syntax: db...
The database and Mongo API is ready for you. I copy the connect string as shown on the console: Copy code snippet Copied to Clipboard Error: Could not Copy Copied to Clipboard Error: Could not Copy mongodb://[user:password@]bm1f3z3y.adb.us-ashburn-1.oraclecloudapps.com:27017/[user]...
use. You are free to get your MongoDB database from any service you choose, as long have you have the connection details. For this tutorial, I am using a free instance from theofficial MongoDB site. Thisdemo videofrom MongoDB will give you a quick rundown on how to create a cluster...
When it comes to multi-tenancy, there are usually three main approaches: a) Database per Tenant: Create a separate MongoDB database for each tenant. Pros: Strong isolation, easier to manage backups and scaling per tenant. Cons: Can be resource-intensi...
Importing and exporting a database means dealing with data in a human-readable format, compatible with other software products. In contrast, the backup and r…
MongoDB is a cross-platform, distributed NoSQL database that uses JSON-like documents and can work without a schema. It was designed to be highly scalable, fault tolerant and highly available with performance in mind, especially large data sets. It was built with cloud in mind and supports ...