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Product Updates – March 2025

🚀 LLM & Model Enhancements! 🤩​

We're excited to announce some fantastic additions to our model lineup:

Llama3.2 Joins the Family: Give a warm welcome to our newest model member! Llama2 is here to bring its A-game to your AI workflows.

Anthropic's Latest and Greatest: We've added the new Claude 3.7 and Claude 3.5 Sonnet v2 to our roster.

Azure Mistral Large 2 - The New Hotness: Heads up, team! We're saying goodbye to the old Mistral model. Starting Monday, Azure Mistral Large 2 will be your go-to model. Out with the old, in with the new!

🛠 API Updates: Powering Up Your Development​

We've been busy making our APIs more robust and flexible:

The /ask endpoint is getting supercharged! 💪

  • Image Upload Magic: You can now pass images to the /ask endpoint using extra_context_images. Visual context? Check! 📸 say cheese and just remember you need you use a visual LLM for answering
  • Search Configuration Simplification: Customize your API search directly from the dashboard by passing the search_configuration name. Less coding, more doing! 🚀

Vectorset Migration—sounds fancy, right?
It simply means you can now add multiple embedding models to your Knowledge Base and switch between them with ease. The /ask endpoint handles all the heavy lifting.

Advanced Filtering: We've supercharged the filter_expression parameter for /find, /ask, and /catalog endpoints:

  • More granular control over field and paragraph filtering
  • /catalog now supports searching over origin metadata during retrieval

Enterprise-Level Backup
Enterprise account holders can now create Backup/Restore knowledge boxes. Data safety first! 🔒

💅 Agents Front​

Calling all current clients! Our Ingestion Agents are ready for their beta debut:

  • Labeler: Automate your classification processes like a boss.
  • Generator: Create summaries, JSON outputs, and extract structured content.
  • Graph Extraction: Enrich resources by extracting Named Entities and relations.
  • Q&A Generator: Build your own resource-specific FAQ.
  • Content Safety & LLM Security: Flags inappropriate content faster than you can say "oops!"

Bonus: You can now trigger agents based on labels. Workflow automation just got a serious upgrade! 🤖

🔍 Quality Tracking & Visibility​

We believe in transparency:

  • Remi logs are now downloadable for quality monitoring.
  • Activity logs are now visible in the UI for better tracking!