Intro:

The Apify Weaviate Integration allows users to seamlessly transfer selected data from Apify Actors to a Weaviate database. This functionality is especially useful for those looking to enhance search capabilities and leverage AI through embeddings and similarity searches.

🔍 What Is Weaviate Integration?

The Weaviate Integration API processes data extracted from Apify Actors, converts it into embeddings, and stores it in a Weaviate vector database. This functionality is beneficial for developers and data scientists aiming to implement advanced search features, semantic search, and other AI applications that require efficient data retrieval and analysis.

✨ Features

• Data Processing: Optionally split data into manageable chunks for embedding computations.
• Incremental Updates: Update only the changed data to reduce storage and computation needs.
• Versatile Embeddings: Supports various embeddings providers, including OpenAI and Cohere.
• Metadata Handling: Store and leverage metadata to enhance searchability.
• Customizable Chunks: Configure chunk size and overlap according to your requirements.
• Data Integrity: Option to add, upsert, or apply delta updates on existing records.

🛠️ How to Use It

Step-by-step tutorial:

1. Go to the tool’s page: Weaviate Integration
2. Click “Try for free” or “Run actor”.
3. Fill in the required input fields:
   • weaviateUrl
   • weaviateApiKey
   • weaviateCollectionName
   • embeddingsApiKey
   • datasetFields
   • dataUpdatesStrategy
4. Click “Run” and wait for results.
5. Download results or send to a webhook.

🧪 Sample Input (JSON)

json { "weaviateUrl": "https://your-weaviate-url", "weaviateApiKey": "YOUR-WEAVIATE-API-KEY", "weaviateCollectionName": "YOUR-WEAVIATE-COLLECTION-NAME", "embeddingsApiKey": "YOUR-EMBEDDINGS-API-KEY", "datasetFields": ["text"], "dataUpdatesStrategy": "deltaUpdates" }

📤 Output Data (Fields)

• url
• text
• metadata

💰 Pricing This actor is priced at $0.002 / run with a free tier available.

👨‍💻 Built By Apify Team — from Apify.com

✅ Final Thoughts The Weaviate Integration is an essential tool for developers and data professionals who wish to maximize the potential of their data through advanced AI functionalities. Its capabilities for incremental updates, customizable data processing, and versatility in handling embeddings make it a must-try for anyone looking to streamline their data workflows.

🔗 Try the Actor Now 👉 Weaviate Integration