Weatherstack is a real-time and historical weather data API. This source connector mainly syncs data from the Weatherstack API. The weatherstack API prepares reliable and accurate global weather data in applications and this API allows to get current, historical, location lookup, and weather forecast. The Forecast API which is available on the Professional plan and higher. You can easily get accurate weather information instantly for any location in the world in lightweight JSON format through WeatherStack API.
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.
1. Go to the Weatherstack website and create an account if you haven't already done so.
2. Once you have an account, log in to your Weatherstack dashboard.
3. Click on the "API" tab in the top navigation menu.
4. Under the "API Access" section, you will see your API key. Copy this key to your clipboard.
5. Go to your Airbyte dashboard and click on "Sources" in the left-hand navigation menu.
6. Click on the "New Source" button in the top right-hand corner of the page.
7. Select "Weatherstack" from the list of available connectors.
8. Enter a name for your source and paste your Weatherstack API key into the "API Key" field.
9. Click on the "Test" button to ensure that your credentials are correct and that Airbyte can connect to your Weatherstack account.
10. If the test is successful, click on the "Create" button to save your source.
11. You can now use your Weatherstack source to create a new Airbyte pipeline and start syncing your data.
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.
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.
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What should you do next?
Hope you enjoyed the reading. Here are the 3 ways we can help you in your data journey:
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Frequently Asked Questions
Weatherstack's API provides access to a wide range of weather data, including:
- Current weather conditions: temperature, humidity, pressure, wind speed and direction, visibility, cloud cover, and more.
- Historical weather data: past weather conditions for a specific location and date range.
- Forecast data: weather predictions for a specific location and date range.
- UV index: the level of ultraviolet radiation at a specific location.
- Air quality index: the level of air pollution at a specific location.
- Weather alerts: notifications of severe weather conditions, such as thunderstorms, hurricanes, and tornadoes.
- Astronomical data: sunrise and sunset times, moon phase, and more.
In addition to these categories of data, Weatherstack's API also provides location data, such as latitude and longitude coordinates, city and country names, and time zone information. This data can be used to customize weather reports for specific locations and to provide accurate weather information to users around the world.