Documentation Matrix

High Priority Features (Customer-Facing, Undocumented)

Feature	Implemented	README	Feature Guide	CLI Docs	SDK Docs	Config Coverage	Troubleshooting	Priority
Human-in-the-Loop (HITL) Workflows	Y	N	N	N	Partial	N	N	HIGH
Guardrails Middleware	Y	N	N	N	Partial	Partial	N	HIGH
Context Summarization	Y	N	N	N	Partial	N	N	HIGH
Speech-to-Speech Agents	Y	N	N	N	Partial	N	N	MEDIUM
CLI Validate Command	Y	N	N	Partial	N/A	N	N	MEDIUM
Web Search Tool (Gemini)	Y	N	N	N	Partial	N	N	MEDIUM
External MCP Server Integration	Y	N	N	N	Partial	N	N	MEDIUM
Provider Performance Metrics	Y	N	N	N	N	N	N	LOW
Custom Middleware Development	Y	N	N	N	Partial	N	N	MEDIUM

Recently Documented Features (Q3 2025)

Feature	Implemented	README	Feature Guide	CLI Docs	SDK Docs	Config Coverage	Troubleshooting	Priority
Multimodal Chat UI & SDK	Y	Y	Y	Y	Y	Partial	Y	Low (done)
Auto Evaluation Engine	Y	Y	Y	Y	Y	Y	Y	Low (done)
Regional Streaming Controls	Y	Y	Y	Partial	Y	Y	Partial	Low (done)
CLI Loop Mode & Session Manager	Y	Y	Y	Y	Partial	Partial	Y	Low (done)
Provider/Model Orchestration Brain	Y	Y	Y	N	Partial	Partial	Partial	Medium

Partially Documented Features (Needs Completion)

Feature	Implemented	README	Feature Guide	CLI Docs	SDK Docs	Config Coverage	Troubleshooting	Priority
Mem0 Conversational Memory	Y	Partial	N	N	Y	Partial	N	MEDIUM
Redis Conversation History Export	Y	Partial	N	Partial	Partial	Y	Partial	MEDIUM
CLI Redis Auto-Detect	Y	Y	N	Partial	N/A	Y	Partial	MEDIUM
Interactive Provider Setup Wizard	Y	Partial	N	Partial	N/A	Partial	N	MEDIUM
MCP Auto Tool Discovery	Y	Partial	N	N	Partial	N	N	MEDIUM
Conversation Memory Streaming Support	Y	Partial	N	N	Partial	N	N	LOW
Enterprise Proxy & Config Validation	Y	N	N	N	Partial	Partial	N	MEDIUM

Mature/Stable Features (Low Priority for Docs Updates)

Feature	Implemented	README	Feature Guide	CLI Docs	SDK Docs	Config Coverage	Troubleshooting	Priority
LiteLLM 100+ Model Hub	Y	Y	Y	Partial	Y	Y	Partial	Low
SageMaker Custom Deployment	Y	Y	Y	N	Y	Y	N	Low
GitHub Project Automations	Y	N	N	N	N	N	N	Low

Legend:

• "Y" = Comprehensive documentation exists

• "Partial" = Scattered mentions without dedicated guide

• "N" = No documentation

• Priority based on: customer impact × documentation gap × recency

• HIGH = Customer-facing, recently shipped, zero/minimal docs

• MEDIUM = Partial docs or niche use case

• LOW = Fully documented or internal-only