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Feature Documentation Matrix

Last refreshed: May 2026 (v9.62.0). Tracks doc coverage across major features. Q3/Q4 2025 entries kept for historical reference.

Recent Features (v9.x — needs ongoing audit)

Feature Implemented README Feature Guide CLI Docs SDK Docs Config Trouble Priority
Multi-provider Voice (TTS/STT/realtime) v9.62.0 Y Y Y Y Y Y N HIGH
DeepSeek / NVIDIA NIM / LM Studio / llama.cpp v9.60.0 Y Y Y Y Y Y Partial HIGH
ModelAccessDeniedError + checkCredentials() v9.59.0 Y Y Y Partial Y N/A Y HIGH
providerFallback + modelChain v9.58.0 Y Y Y N Y Y N HIGH
AutoResearch v9.53.0 Y Y Y Y Y Y N MEDIUM
Per-Request Credentials v9.52.0 Y Y Y N/A Y Y N MEDIUM
Sharp image compression v9.50.0 Y N N N/A Partial N N LOW
Redis URL/TLS v9.49.0 Y N N N/A Partial Partial N LOW
TaskManager (scheduled tasks) v9.41.0 Y N Partial N Y Partial N MEDIUM
Multi-user memory retrieval v9.40.0 Y N Y N Y Y N MEDIUM
Evaluation scoring (14 scorers) v9.37.0 Y Partial Y Y Y Y N MEDIUM
Browser-compatible bundle v9.34.0 Y N N N/A Partial N N MEDIUM
Per-call memory control v9.33.0 Y N Partial N Y N N LOW

High Priority Features (Customer-Facing, Undocumented — historical)

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

Earlier Documented Features (Q3 2025 — historical)

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
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