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Product Updates – August 2024

  1. Incredible NEW Features 🤗
  • Hugging Face Integration: We're thrilled to introduce direct integration with Hugging Face. Users can now leverage any Generative or Embedding model from Hugging Face using their own key, expanding the range of AI capabilities at your disposal.
  • RAG Evaluation Model: REMi We've released our new RAG Evaluation Model, REMi, along with a new tool called 'nuclia-eval'. This tool simplifies the assessment of RAG pipelines using REMi, allowing for more efficient and accurate evaluations of your retrieval-augmented generation processes. Soon Enterprise accounts will have access to these metrics in the dashboard.
  1. From the LLM World 📈

We've expanded our list of generative models to include:

  • Google Gemini Flash 1.5 (and the visual version too)
  • ChatGPT-4o Mini

These additions provide you with more options and flexibility in choosing the right model for your specific needs.

  1. For Developers and API Lovers ⚒️
  • New Status Endpoint: We've introduced a new endpoint for checking the status of the API. For detailed information, please refer to our documentation here.
  • Important changes to /ask endpoint: Starting September 9, the default value of the "features" parameter will no longer include "relations" by default. The new default will be features: ["semantic", "keyword"] to provide faster answers.

If you wish to use leverage NER and relations information from the generated answer, make sure to explicitly add `relations` to your requests. For Python SDK users, you'll need to set this in the AskRequest model:

req = AskRequest(query="who is Hedy Lamarr?", features=["keyword", "semantic", "relations"])

  • Stricter Validation: We've implemented stricter validation on the resource's 'icon' field and the 'content_type' used for uploads. Please ensure you're using valid MIME types to avoid HTTP415 errors. You can find the list of supported types in our documentation here.
  1. On the UI Front 💅
  • Persistent Configuration: Search and Widget configurations will now be persisted and stored for KB-Admins. This allows all users to set up or refer to the same configuration during testing.
  • Multilingual Citations Starting in September, we will be displaying multilingual citations. Please note that this may change the current behavior of the widget.