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34 changes: 17 additions & 17 deletions docs/features/index.md
Original file line number Diff line number Diff line change
Expand Up @@ -25,30 +25,30 @@ Comprehensive guides for all NeuroLink features organized by category. Each guid

## Core Features (Q3 2025)

| Feature | Description |
| ------------------------------------------------------------------------------ | ----------------------------------------------------------------------------------------------- |
| :material-image-text: **[Multimodal Chat Experiences](multimodal-chat.md)** | Stream text and images together with automatic provider fallbacks and format conversion. |
| :material-table-large: **[CSV File Support](csv-support.md)** | Process CSV files for data analysis with automatic format conversion. Works with all providers. |
| :material-file-pdf-box: **[PDF File Support](pdf-support.md)** | Process PDF documents for visual analysis and content extraction. Native provider support. |
| Feature | Description |
| ------------------------------------------------------------------------------ | ------------------------------------------------------------------------------------------------ |
| :material-image-text: **[Multimodal Chat Experiences](multimodal-chat.md)** | Stream text and images together with automatic provider fallbacks and format conversion. |
| :material-table-large: **[CSV File Support](csv-support.md)** | Process CSV files for data analysis with automatic format conversion. Works with all providers. |
| :material-file-pdf-box: **[PDF File Support](pdf-support.md)** | Process PDF documents for visual analysis and content extraction. Native provider support. |
| :material-file-word: **[Office Documents](office-documents.md)** | Process DOCX, PPTX, XLSX files for document analysis. Native Bedrock, Vertex, Anthropic support. |
| :material-chart-line: **[Auto Evaluation Engine](auto-evaluation.md)** | Automated quality scoring and metrics export for AI response validation using LLM-as-judge. |
| :material-console: **[CLI Loop Sessions](cli-loop-sessions.md)** | Persistent interactive mode with conversation memory and session state for prompt engineering. |
| :material-earth: **[Regional Streaming Controls](regional-streaming.md)** | Region-specific model deployment and routing for compliance and latency optimization. |
| :material-brain: **[Provider Orchestration Brain](provider-orchestration.md)** | Adaptive provider and model selection with intelligent fallbacks based on task classification. |
| :material-chart-line: **[Auto Evaluation Engine](auto-evaluation.md)** | Automated quality scoring and metrics export for AI response validation using LLM-as-judge. |
| :material-console: **[CLI Loop Sessions](cli-loop-sessions.md)** | Persistent interactive mode with conversation memory and session state for prompt engineering. |
| :material-earth: **[Regional Streaming Controls](regional-streaming.md)** | Region-specific model deployment and routing for compliance and latency optimization. |
| :material-brain: **[Provider Orchestration Brain](provider-orchestration.md)** | Adaptive provider and model selection with intelligent fallbacks based on task classification. |

---

## Platform Capabilities at a Glance

| Category | Features | Documentation |
| ------------------------ | ------------------------------------------------------------------------------------------------------------------------ | ---------------------------------------------------------------------------------------------------- |
| **Provider unification** | 12+ providers with automatic failover, cost-aware routing, provider orchestration (Q3) | [Provider Setup](../getting-started/provider-setup.md) |
| Category | Features | Documentation |
| ------------------------ | ------------------------------------------------------------------------------------------------------------------ | ---------------------------------------------------------------------------------------------------------------------------------------- |
| **Provider unification** | 12+ providers with automatic failover, cost-aware routing, provider orchestration (Q3) | [Provider Setup](../getting-started/provider-setup.md) |
| **Multimodal pipeline** | Stream images + CSV data + PDF documents + Office files across providers with auto-detection for mixed file types. | [Multimodal Guide](multimodal-chat.md), [CSV Support](csv-support.md), [PDF Support](pdf-support.md), [Office Docs](office-documents.md) |
| **Quality & governance** | Auto-evaluation engine (Q3), guardrails middleware (Q4), HITL workflows (Q4), audit logging | [Auto Evaluation](auto-evaluation.md), [Guardrails](guardrails.md), [HITL](hitl.md) |
| **Memory & context** | Conversation memory, Mem0 integration, Redis history export (Q4), context summarization (Q4) | [Conversation Memory](../CONVERSATION-MEMORY.md), [Redis Export](conversation-history.md) |
| **CLI tooling** | Loop sessions (Q3), setup wizard, config validation, Redis auto-detect, JSON output | [CLI Loop](cli-loop-sessions.md), [CLI Commands](../cli/commands.md) |
| **Enterprise ops** | Proxy support, regional routing (Q3), telemetry hooks, configuration management | [Enterprise Proxy](../ENTERPRISE-PROXY-SETUP.md), [Telemetry](../TELEMETRY-GUIDE.md) |
| **Tool ecosystem** | MCP auto discovery, LiteLLM hub access, SageMaker custom deployment, web search | [MCP Integration](../advanced/mcp-integration.md), [MCP Catalog](../guides/mcp/server-catalog.md) |
| **Quality & governance** | Auto-evaluation engine (Q3), guardrails middleware (Q4), HITL workflows (Q4), audit logging | [Auto Evaluation](auto-evaluation.md), [Guardrails](guardrails.md), [HITL](hitl.md) |
| **Memory & context** | Conversation memory, Mem0 integration, Redis history export (Q4), context summarization (Q4) | [Conversation Memory](../CONVERSATION-MEMORY.md), [Redis Export](conversation-history.md) |
| **CLI tooling** | Loop sessions (Q3), setup wizard, config validation, Redis auto-detect, JSON output | [CLI Loop](cli-loop-sessions.md), [CLI Commands](../cli/commands.md) |
| **Enterprise ops** | Proxy support, regional routing (Q3), telemetry hooks, configuration management | [Enterprise Proxy](../ENTERPRISE-PROXY-SETUP.md), [Telemetry](../TELEMETRY-GUIDE.md) |
| **Tool ecosystem** | MCP auto discovery, LiteLLM hub access, SageMaker custom deployment, web search | [MCP Integration](../advanced/mcp-integration.md), [MCP Catalog](../guides/mcp/server-catalog.md) |

---

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