How to load data from Oracle DB to Weaviate

Learn how to use Airbyte to synchronize your Oracle DB data into Weaviate within minutes.

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Set up a Oracle DB connector in Airbyte

Connect to Oracle DB or one of 400+ pre-built or 10,000+ custom connectors through simple account authentication.

Set up Weaviate for your extracted Oracle DB data

Select Weaviate where you want to import data from your Oracle DB source to. You can also choose other cloud data warehouses, databases, data lakes, vector databases, or any other supported Airbyte destinations.

Configure the Oracle DB to Weaviate in Airbyte

This includes selecting the data you want to extract - streams and columns -, the sync frequency, where in the destination you want that data to be loaded.

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TL;DR

set up Oracle DB as a source connector (using Auth, or usually an API key)
set up Weaviate as a destination connector
define which data you want to transfer and how frequently

You can choose to self-host the pipeline using Airbyte Open Source or have it managed for you with Airbyte Cloud.

This tutorial’s purpose is to show you how.

What is Oracle DB

Oracle DB is a fully scalable integrated cloud application and platform service; it is also referred to as a relational database architecture. It provides management and processing of data for both local and wide and networks. Offering software-as-a-service (SaaS), platform-as-a-service (PaaS), and infrastructure-as-a-service (IaaS), it sells a large variety of enterprise IT solutions that help companies streamline the business process, lower costs, and increase productivity.

What is Weaviate

Weaviate is an open-source, cloud-native, real-time vector search engine that allows developers to build intelligent applications with natural language processing (NLP) capabilities. It uses machine learning algorithms to understand the meaning of unstructured data and provides a semantic search engine that can retrieve relevant information from large datasets. Weaviate can be used to build chatbots, recommendation systems, and other intelligent applications that require NLP capabilities. It is designed to be scalable, flexible, and easy to use, with a RESTful API that allows developers to integrate it into their applications quickly. Weaviate is built on top of Kubernetes and can be deployed on-premises or in the cloud.

Integrate Oracle DB with Weaviate in minutes

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Prerequisites

A Oracle DB account to transfer your customer data automatically from.
A Weaviate account.
An active Airbyte Cloud account, or you can also choose to use Airbyte Open Source locally. You can follow the instructions to set up Airbyte on your system using docker-compose.

Airbyte is an open-source data integration platform that consolidates and streamlines the process of extracting and loading data from multiple data sources to data warehouses. It offers pre-built connectors, including Oracle DB and Weaviate, for seamless data migration.

When using Airbyte to move data from Oracle DB to Weaviate, it extracts data from Oracle DB using the source connector, converts it into a format Weaviate can ingest using the provided schema, and then loads it into Weaviate via the destination connector. This allows businesses to leverage their Oracle DB data for advanced analytics and insights within Weaviate, simplifying the ETL process and saving significant time and resources.

Step 1: Set up Oracle DB as a source connector

1. Open the Airbyte platform and navigate to the "Sources" tab on the left-hand side of the screen.

2. Click on the "Oracle DB" source connector and select "Create new connection".

3. Enter a name for your connection and click "Next".

4. In the "Connection Configuration" section, enter the following information:
- Host: the hostname or IP address of your Oracle DB server
- Port: the port number used to connect to your Oracle DB server
- Database: the name of the database you want to connect to
- Username: your Oracle DB username
- Password: your Oracle DB password

5. Click "Test connection" to ensure that the connection is successful.

6. If the connection is successful, click "Next" to proceed to the "Schema Selection" section.

7. In the "Schema Selection" section, select the schema(s) you want to replicate data from.

8. Click "Create connection" to save your connection settings.

9. You can now create a new Oracle DB source in Airbyte and start replicating data from your Oracle DB database.

Step 2: Set up Weaviate as a destination connector

1. First, navigate to the Weaviate destination connector on Airbyte's website.
2. Click on the "Get Started" button to begin the setup process.
3. Enter the required credentials for your Weaviate instance, including the URL, API key, and schema name.
4. Test the connection to ensure that the credentials are correct and the connection is successful.
5. Choose the tables or collections that you want to sync from your source connector to Weaviate.
6. Map the fields from your source connector to the corresponding fields in Weaviate.
7. Set up any necessary transformations or filters to ensure that the data is formatted correctly for Weaviate.
8. Schedule the sync to run at regular intervals or manually trigger it as needed.
9. Monitor the sync to ensure that the data is being transferred correctly and troubleshoot any issues that arise.
10. Once the sync is complete, verify that the data has been successfully transferred to Weaviate.

Step 3: Set up a connection to sync your Oracle DB data to Weaviate

Once you've successfully connected Oracle DB as a data source and Weaviate as a destination in Airbyte, you can set up a data pipeline between them with the following steps:

Create a new connection: On the Airbyte dashboard, navigate to the 'Connections' tab and click the '+ New Connection' button.
Choose your source: Select Oracle DB from the dropdown list of your configured sources.
Select your destination: Choose Weaviate from the dropdown list of your configured destinations.
Configure your sync: Define the frequency of your data syncs based on your business needs. Airbyte allows both manual and automatic scheduling for your data refreshes.
Select the data to sync: Choose the specific Oracle DB objects you want to import data from towards Weaviate. You can sync all data or select specific tables and fields.
Select the sync mode for your streams: Choose between full refreshes or incremental syncs (with deduplication if you want), and this for all streams or at the stream level. Incremental is only available for streams that have a primary cursor.
Test your connection: Click the 'Test Connection' button to make sure that your setup works. If the connection test is successful, save your configuration.
Start the sync: If the test passes, click 'Set Up Connection'. Airbyte will start moving data from Oracle DB to Weaviate according to your settings.

Remember, Airbyte keeps your data in sync at the frequency you determine, ensuring your Weaviate data warehouse is always up-to-date with your Oracle DB data.

Use Cases to transfer your Oracle DB data to Weaviate

Integrating data from Oracle DB to Weaviate provides several benefits. Here are a few use cases:

Advanced Analytics: Weaviate’s powerful data processing capabilities enable you to perform complex queries and data analysis on your Oracle DB data, extracting insights that wouldn't be possible within Oracle DB alone.
Data Consolidation: If you're using multiple other sources along with Oracle DB, syncing to Weaviate allows you to centralize your data for a holistic view of your operations, and to set up a change data capture process so you never have any discrepancies in your data again.
Historical Data Analysis: Oracle DB has limits on historical data. Syncing data to Weaviate allows for long-term data retention and analysis of historical trends over time.
Data Security and Compliance: Weaviate provides robust data security features. Syncing Oracle DB data to Weaviate ensures your data is secured and allows for advanced data governance and compliance management.
Scalability: Weaviate can handle large volumes of data without affecting performance, providing an ideal solution for growing businesses with expanding Oracle DB data.
Data Science and Machine Learning: By having Oracle DB data in Weaviate, you can apply machine learning models to your data for predictive analytics, customer segmentation, and more.
Reporting and Visualization: While Oracle DB provides reporting tools, data visualization tools like Tableau, PowerBI, Looker (Google Data Studio) can connect to Weaviate, providing more advanced business intelligence options. If you have a Oracle DB table that needs to be converted to a Weaviate table, Airbyte can do that automatically.

Wrapping Up

To summarize, this tutorial has shown you how to:

Configure a Oracle DB account as an Airbyte data source connector.
Configure Weaviate as a data destination connector.
Create an Airbyte data pipeline that will automatically be moving data directly from Oracle DB to Weaviate after you set a schedule

With Airbyte, creating data pipelines take minutes, and the data integration possibilities are endless. Airbyte supports the largest catalog of API tools, databases, and files, among other sources. Airbyte's connectors are open-source, so you can add any custom objects to the connector, or even build a new connector from scratch without any local dev environment or any data engineer within 10 minutes with the no-code connector builder.

We look forward to seeing you make use of it! We invite you to join the conversation on our community Slack Channel, or sign up for our newsletter. You should also check out other Airbyte tutorials, and Airbyte’s content hub!

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How to Sync Oracle DB to Weaviate Manually

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FAQs

What is ETL?

ETL, an acronym for Extract, Transform, Load, is a vital data integration process. It involves extracting data from diverse sources, transforming it into a usable format, and loading it into a database, data warehouse or data lake. This process enables meaningful data analysis, enhancing business intelligence.

What is Oracle DB?

What data can you extract from Oracle DB?

Oracle DB provides access to a wide range of data types, including:

• Relational data: This includes tables, views, and indexes that are used to store and organize data in a structured manner.

• Spatial data: This includes data that is related to geographic locations, such as maps, satellite imagery, and GPS coordinates.

• Time-series data: This includes data that is related to time, such as stock prices, weather data, and sensor readings.

• Multimedia data: This includes data that is related to images, videos, and audio files.

• XML data: This includes data that is stored in XML format, such as web pages, documents, and other structured data.

• JSON data: This includes data that is stored in JSON format, such as web APIs, mobile apps, and other data sources.

• Graph data: This includes data that is related to relationships between entities, such as social networks, supply chains, and other complex systems.

Overall, Oracle DB's API provides access to a wide range of data types that can be used for a variety of applications, from business intelligence and analytics to machine learning and artificial intelligence.

How do I transfer data from Oracle DB?

This can be done by building a data pipeline manually, usually a Python script (you can leverage a tool as Apache Airflow for this). This process can take more than a full week of development. Or it can be done in minutes on Airbyte in three easy steps:
1. Set up Oracle DB to Weaviate as a source connector (using Auth, or usually an API key)
2. Choose a destination (more than 50 available destination databases, data warehouses or lakes) to sync data too and set it up as a destination connector
3. Define which data you want to transfer from Oracle DB to Weaviate and how frequently
You can choose to self-host the pipeline using Airbyte Open Source or have it managed for you with Airbyte Cloud.

What is ELT?

ELT, standing for Extract, Load, Transform, is a modern take on the traditional ETL data integration process. In ELT, data is first extracted from various sources, loaded directly into a data warehouse, and then transformed. This approach enhances data processing speed, analytical flexibility and autonomy.

Difference between ETL and ELT?

ETL and ELT are critical data integration strategies with key differences. ETL (Extract, Transform, Load) transforms data before loading, ideal for structured data. In contrast, ELT (Extract, Load, Transform) loads data before transformation, perfect for processing large, diverse data sets in modern data warehouses. ELT is becoming the new standard as it offers a lot more flexibility and autonomy to data analysts.

Back to all tutorials

Engineering Analytics

Databases

How to load data from Oracle DB to Weaviate

Learn how to use Airbyte to synchronize your Oracle DB data into Weaviate within minutes.

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Deploy Airbyte Open Source

Step 1: Setup Oracle DB

Step 2: Setup Weaviate

Step 3: Setup a connection Use Cases Wrapping Up

Example H2

Example H3

Sync data between Oracle DB and Weaviate

Get your data syncing in minutes

Try Airbyte free

TL;DR

set up Oracle DB as a source connector (using Auth, or usually an API key)
set up Weaviate as a destination connector
define which data you want to transfer and how frequently

You can choose to self-host the pipeline using Airbyte Open Source or have it managed for you with Airbyte Cloud.

This tutorial’s purpose is to show you how.

What is Oracle DB

What is Weaviate

Integrate Oracle DB with Weaviate in minutes

Try for free now

Prerequisites

A Oracle DB account to transfer your customer data automatically from.
A Weaviate account.
An active Airbyte Cloud account, or you can also choose to use Airbyte Open Source locally. You can follow the instructions to set up Airbyte on your system using docker-compose.

Step 1: Set up Oracle DB as a source connector

1. Open the Airbyte platform and navigate to the "Sources" tab on the left-hand side of the screen.

2. Click on the "Oracle DB" source connector and select "Create new connection".

3. Enter a name for your connection and click "Next".

5. Click "Test connection" to ensure that the connection is successful.

6. If the connection is successful, click "Next" to proceed to the "Schema Selection" section.

7. In the "Schema Selection" section, select the schema(s) you want to replicate data from.

8. Click "Create connection" to save your connection settings.

9. You can now create a new Oracle DB source in Airbyte and start replicating data from your Oracle DB database.

Step 2: Set up Weaviate as a destination connector

Step 3: Set up a connection to sync your Oracle DB data to Weaviate

Once you've successfully connected Oracle DB as a data source and Weaviate as a destination in Airbyte, you can set up a data pipeline between them with the following steps:

Create a new connection: On the Airbyte dashboard, navigate to the 'Connections' tab and click the '+ New Connection' button.
Choose your source: Select Oracle DB from the dropdown list of your configured sources.
Select your destination: Choose Weaviate from the dropdown list of your configured destinations.
Configure your sync: Define the frequency of your data syncs based on your business needs. Airbyte allows both manual and automatic scheduling for your data refreshes.
Select the data to sync: Choose the specific Oracle DB objects you want to import data from towards Weaviate. You can sync all data or select specific tables and fields.
Select the sync mode for your streams: Choose between full refreshes or incremental syncs (with deduplication if you want), and this for all streams or at the stream level. Incremental is only available for streams that have a primary cursor.
Test your connection: Click the 'Test Connection' button to make sure that your setup works. If the connection test is successful, save your configuration.
Start the sync: If the test passes, click 'Set Up Connection'. Airbyte will start moving data from Oracle DB to Weaviate according to your settings.

Remember, Airbyte keeps your data in sync at the frequency you determine, ensuring your Weaviate data warehouse is always up-to-date with your Oracle DB data.

Use Cases to transfer your Oracle DB data to Weaviate

Integrating data from Oracle DB to Weaviate provides several benefits. Here are a few use cases:

Advanced Analytics: Weaviate’s powerful data processing capabilities enable you to perform complex queries and data analysis on your Oracle DB data, extracting insights that wouldn't be possible within Oracle DB alone.
Data Consolidation: If you're using multiple other sources along with Oracle DB, syncing to Weaviate allows you to centralize your data for a holistic view of your operations, and to set up a change data capture process so you never have any discrepancies in your data again.
Historical Data Analysis: Oracle DB has limits on historical data. Syncing data to Weaviate allows for long-term data retention and analysis of historical trends over time.
Data Security and Compliance: Weaviate provides robust data security features. Syncing Oracle DB data to Weaviate ensures your data is secured and allows for advanced data governance and compliance management.
Scalability: Weaviate can handle large volumes of data without affecting performance, providing an ideal solution for growing businesses with expanding Oracle DB data.
Data Science and Machine Learning: By having Oracle DB data in Weaviate, you can apply machine learning models to your data for predictive analytics, customer segmentation, and more.
Reporting and Visualization: While Oracle DB provides reporting tools, data visualization tools like Tableau, PowerBI, Looker (Google Data Studio) can connect to Weaviate, providing more advanced business intelligence options. If you have a Oracle DB table that needs to be converted to a Weaviate table, Airbyte can do that automatically.