1 ! pip install -qU datasets ragas langchain langchain-mongodb langchain-openai \ 2 pymongo pandas tqdm matplotlib seaborn Step 2: Setup pre-requisites 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 ...
To enable RAG to retrieve relevant documents, we need a vector search engine that can efficiently store and query large-scale document embeddings. MongoDB Atlas allows us to index documents based on their embeddings and perform similarity search using cosine distance, euclidean distanc...
MongoDB Atlas is MongoDB’s own fully-managed global cloud database-as-a-service, which can be run on Amazon Web Services (AWS), Google Cloud Platform, or Microsoft Azure. In this post, we’ll show you how to connect toMongoDB Atlas, MongoDB’s fully-managed DBaaS, using Studio 3T....
Step 1: Setting MongoDB Atlas Create a MongoDB Atlas account and adatabase clusterif you don’t have one. Step 2: Setting MongoDB As a Source Sign uporlog into the Airbyte cloud. After navigating to the main dashboard, click on theSourcesoption in the left navigation bar. ...
To connect with MongoDB atlas from the command line as first you have to Sign In the MongoDB Atlas cluster with your login credentials. After login in Atlas cluster connect with your cluster name and click on connect button. Then click on Connect with the Mongo Shell Then according to y...
You can create rules to automatically archive aged data to fully managed object storage, while preserving the ability to query all of your data through a single endpoint. When you set up Online Archive in MongoDB Atlas, behind the scenes we: Set up a fully managed archival process on the ...
1. you have to go to Google Chrome and search Mongodb atlas. After a few seconds, you can see that a few links are open. Now, you have to select the MongoDB atlas. And click on it. After that, you have to sign up. So, fill in all the details and create a profile in the ...
db = client["[database_name]"] collection = db["[collection_name]"]Copy Provide the database and collection names in the appropriate places. 3. The database and collection are only created once there is data. To insert a document (a record), use theinsert_one()method: ...
Connect to a cloud database Run MongoDB in a Docker container Install MondoGB locally Set up MongoDB AtlasCopy heading link If you’re going to connect your Django project with a cloud MongoDB database, sign up forMongoDB Atlasanddeploy a free database clusterthere. To access this cluster...
Similar to the serverless function, let's use a database that is also on the cloud and has the ability to scale up and down as needed. We'll be usingMongoDB Atlas, which is a document-based cloud database. Setting up an Atlas account ...