Jina AI Text Embeddings solution on Eden AI

We are pleased to announce that Jina AI's Image Search solution is now available on Eden AI.

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What is Jina AI?

Jina AI is a cutting-edge artificial intelligence platform that provides powerful tools for neural search and multimodal AI applications. Their innovative offerings include advanced embedding models for text and images, enabling developers to build highly efficient and effective search solutions, as well as RAG and LLM capabilities.

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In the context of Eden AI, Jina AI is available for use with its Image Search feature (Image Embeddings). This feature allows users to leverage the power of AI to find or compare similar images based on visual features rather than keywords, making it useful for a variety of applications like image deduplication, detecting copyrights infringements, etc.

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Why do we offer Jina AI alongside other Image Search APIs?

Eden AI offers Jina AI Image Search solutions on its platform, among several other technologies. We want our users to have access to multiple AI engines and manage them in one place so they can reach high performance, optimize cost and cover all their needs.

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There are many reasons for using multiple AI APIs: ‍

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Fallback provider is the ABCs.

You need to set up an AI API that is requested if and only if the main AI API does not perform well (or is down). You can use confidence score returned or other methods to check provider accuracy.

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Performance optimization.

After the testing phase, you will be able to build a mapping of AI providers performance based on the criteria you have chosen. Each data that you need to process will then be sent to the best API.

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Cost - Performance ratio optimization.

This method allows you to choose the cheapest provider that performs well for your data. Imagine that you choose the Google Cloud API for customer 'A' because they are all performing and it's the cheapest. You will then choose Microsoft Azure for customer 'B', a more expensive API but Google's performance is not satisfactory for customer 'B'. (this is a random example)

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Combine multiple AI APIs.

This approach is required if you look for extremely high accuracy. The combination leads to higher costs but allows your AI service to be safe and accurate because AI APIs will validate and invalidate each other for each piece of data.

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How to use Jina AI on Eden AI?

To use Jina AI on Eden AI, simply go to Eden AI's website and call the API:

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You can find all the documentation for the feature here.

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Eden AI is a must-have

Eden AI is the future of AI usage in companies. Our platform not only allows you to call multiple AI APIs, but also provides you with:

• Centralized and fully monitored billing for all AI APIs
• A unified API for all providers: simple and standard to use, quick switch between providers, access to the specific features of each provider
• Standardized response format: the JSON output format is the same for all suppliers thanks to Eden AI's standardization work. The response elements are also standardized thanks to Eden AI's powerful matching algorithms.
• Best Artificial Intelligence APIs in the market: big cloud providers (Google, AWS, Microsoft and more specialized engines)
• Data protection: Eden AI will not store or use any data.

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Next step in your project

The Eden AI team can help you with your Image Similarity Search integration project. This can be done by:

• Organizing a product demo and a discussion to better understand your needs
• By testing the public version of Eden AI for free: however, not all providers are available on this version. Some are only available on the Enterprise version.
• By benefiting from the support and advice of a team of experts to find the optimal combination of providers according to the specifics of your needs
• Having the possibility to integrate on a third-party platform: we can quickly develop connectors.

FAQ — Jina AI Text Embeddings solution