| Search Results | Available (via APIs) | Currently, the Search Results can only be accessed via the search API. Learn More. |
| FAQ Support | Available (under the Automation AI Module) | FAQs are now managed via the Knowledge Module, offering a more flexible and scalable approach. |
| Bot Actions | Available | Search AI and Automation AI work seamlessly. Use intent identification or the search node. |
| Rule-based Extraction Model | Deprecated | Advanced extraction techniques are available. Find more details. |
| Hybrid Legacy retrieval strategy | Improved | Hybrid retrieval is supported, with ranking using RRF (Reciprocal Rank Fusion). |
| Workbench Stages (Entity, Traits, Keyword, Semantic, Snippet Extraction) | Deprecated | Replaced by semantic embeddings. Can still use API or LLM stages if needed. |
| Search Profiles | Supported via multi-apps in a workspace | Multiple apps can be created within a workspace for testing. |
| Search Settings (Weights, Presentable, Prefix Search, Search Relevance) | Deprecated | Replaced by semantic similarity and enhanced retrieval pipeline. |
| Search Settings (Small Talk) | Available (via Automation AI) | Managed through conversational flows. Learn More. |
| Results Ranking | Deprecated | Use Business rules and Agentic RAG. |
| Full Search API | Deprecated | Use Advanced Search API. |
| Live Search API | Deprecated | Use Advanced Search API for near real-time results. |
| Auto Suggestions API | Deprecated | Replaced by semantic understanding of queries. |
| Train API | Not required | Automatically retrains when new content is detected. |
| Index Fields API | Coming Soon | Supports updating field names/descriptions within a unified schema (50 custom fields supported). |
| History API | Not required | Available via Platform APIs. |
| Fetch Debug Information API | Not required | Use includeChunksinResponse in API response. |
| Index Creation | Not required | Use multiple apps for testing. |
| Add/Update/Delete Index Fields through UI | Available | Supports unified schema with fixed + 50 custom fields. |
| Traits | Not required | Replaced by semantic similarity and advanced retrieval. |
| Search Interface features | Deprecated | Build custom UI using Search AI APIs across 40+ channels. |
| Analytics | Available | Unified analytics available in Search AI and AI for Service analytics. |