Now that we have explored the concept of vector quantization, we can proceed to apply this knowledge in a practical context. The next section generates quantized embeddings using the Cohere API and stores them in a MongoDB database. This process will allow us to compare and contrast the benef...
langchain-mongodb: Python package to use MongoDB Atlas as a vector store with LangChain langchain-openai: Python package to use OpenAI models in LangChain pymongo: Python driver for interacting with MongoDB pandas: Python library for data analysis, exploration, and manipulation tdqm: Python modul...
In this blog post, I’ll walk you through how to access and use Cassiano’s Postman Collection, so you can quickly learn to use the Atlas Administration API. Set up Atlas The first thing you’ll need to do is create a database deployment in Atlas. Note that a free database deployment...
This example returns theemp_ageandemp_gradefrom those documents where theemp_ageis greater than or equal to 32, andemp_gradeis greater than 20. Remember, the resulted documents must meet both conditions. Use$matchWith$orOperator in MongoDB ...
Step 1 — Installing MongoDB Compass To use MongoDB Compass, you must install it on your local computer. MongoDB provides official packages for the graphical tool for Ubuntu and RHEL-based Linux distributions, as well as Windows and MacOS. ...
mongodb://[user:password@]bm1f3z3y.adb.us-ashburn-1.oraclecloudapps.com:27017/[user]?authMechanism=PLAIN&authSource=$external&ssl=true&retryWrites=false&loadBalanced=true If I want to use it later on I only have to replace 'user' and 'password' in the connect string. ...
How to use MongoDB Create Collection The MongoDB database system automatically creates a new collection once a database is filled with documents. However, MongoDB Create Collection is also useful if you want to create your own collections. We’ll explain how it is structured, what it can be...
Learn how to connect and analyze MongoDB databases in Python. Updated Sep 20, 2024 · 10 min read Contents When to Use Document Databases? Core Concepts Around MongoDB MongoDB Setup: Connecting to Data Sources Elementary MongoDB Queries FAQs You’ve probably heard of or even worked with rel...
DiskIOPS– shows the average number of I/O operations per second used by your MongoDB instance. You can use that metric to see if you are reaching the performance limits of your disks. Replication Metrics The replication metrics are important when running more than a single MongoDB instance,...
8. Use the Mongo client application to log in to one of the config server replicas: mongosh mongodb://[ip_address]:[port]Copy As a result, the MongoDB shell command prompt appears: 9. Initiate the replicas in MongoDB by using thers.initiate()method. Theconfigsvrfield set totrueis req...