Version 12.0

[NEW] - Knowledge Graphs: Automatic document KG and product KG with entity extraction, relationship mapping, color synonyms
[NEW] - Visual/Image Search: 7 modes (similar, exact, complementary, deconstruct, suggest, accessorize, style)
[NEW] - KG-Based Personalization: Product and document recommendations (personalized, use-case, persona, query, similar, complementary, learning paths)
[NEW] - Deep Intent Understanding: Query decomposition, normalization, color expansion, multi-level sorting, tuning
[NEW] - Journey Recommendations: Anonymous tracking, identity resolution, cross-session journeys, campaign attribution
[NEW] - Hot-Swap LLM Providers: Support for multiple LLM providers (OpenAI, Anthropic, Google, Bedrock, Azure, Ollama, ONNX, Llama.cpp), 10 embedding providers, and 7 reranker providers
[NEW] - E-Commerce Integrations: Shopify, BigCommerce, WooCommerce, Adobe Commerce (Magento), Stripe
[NEW] - New Collection Types: 11 new types including Azure DevOps, ServiceNow, Salesforce, Sitemap, Dropbox, Box, Zendesk, DocuSign, OneDrive, Azure Blob, Sitecore
[NEW] - A/B Testing: Search, product, and LLM A/B testing with unified analytics
[NEW] - Observability: Support for three log destinations (disk,console & Opensearch) to store logs. Support for external log destinations (Splunk, Datadog, CloudWatch, etc.), for system/LLM/HTTP metrics, LLM

[ENHANCED] - Java 25 : Upgraded to java 25 from 21
[ENHANCED] - Opensearch 3.5.0 : Upgraded from 2.x to 3.5.0 for better performance.
[ENHANCED] - Jetty 12.1.5 : Upgraded from jetty 11 to 12.1.5.
[ENHANCED] - AEM Collection : IMS authentication support for AEM.
[ENHANCED] - Built-in Agents: 43 agents across core, e-commerce, content, KG, search, workflow, and utility categories
[FIXED] - Security and vulnerability fixes