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Product Updates – September 2024

Incredible NEW Features 🤗

  • Introducing the RAG Lab: Test and compare different search configurations to find the optimal setup for your use case.
  • New RAG strategies to maximize the potential of your information at retrieval time:
    1. Context expansion: Add 1 or more text blocks before and after your found information for greater context. Go to docs here
    2. Metadata enhancement: Incorporate parameters like origin, title, summary, labels, and fields. Go to docs here

From the LLM World 📈

  • As of October 7th, ChatGPT 3.5 will no longer be available in our LLM selection due to its deprecation on OpenAI's platform. We recommend transitioning to GPT-4 mini for those wishing to continue using OpenAI models. We're grateful for the contributions of ChatGPT 3.5 and look forward to embracing newer technologies.

For Developers and API Lovers ⚒️

  • New tools in the CLI and Python SDK now support moving/copying resources between KBs, ideal for managing development and production environments. Go the docs here
  • Important API change: page_number and page_size parameters are now deprecated in /search and /find endpoints. Instead, use the new top_k parameter (similar to /ask), which is equivalent to setting page_number=0 and page_size=top_k. For more results, simply increase the top_k value.

On the UI Front 💅

  • Support for the new RAG strategies in the dashboard and widget has been implemented.
  • The RAG Lab has been integrated into our existing prompt lab, allowing you to compare model and prompt performance alongside RAG configurations.