🧠 Feature TODO – TwinMind Integration + Genetic AI Modules

[DarshanKumar89]

🧠 Feature TODO – TwinMind Integration + Genetic AI Modules

This issue tracks upcoming enhancements to MultiMindSDK based on the TwinMind architecture and future roadmap for building a Genetic AI Agentic Framework.

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🔊 Voice Agent Capabilities

• [ ] VoiceTranscriberAgent – Real-time transcription using Whisper.cpp
• [ ] VoiceSynthAgent – TTS integration (Bark or ElevenLabs)
• [ ] CallFlowAgent – SIP logic + Jambonz webhook integration
• [ ] StreamingAudioHandler – Audio I/O module for real-time voice processing

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📞 IVR and Role-Based Call Agents

• [ ] Predefined Agent Personas (e.g., Doctor, Sales, Support)
• [ ] Interactive voice tree via agent logic
• [ ] Voice routing logic + fallback agents

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🧠 Self-Evolving Learning System

• [ ] RewardScorerAgent – Score agent response based on feedback
• [ ] EvolutionMemory – Store outcomes to drive learning
• [ ] AutoFeedbackLoop – Trigger re-training or prompt updates based on results
• [ ] Integration with JudgeAgent for multi-agent evaluation

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🔄 Context Transfer & Memory

• [ ] ContextSummarizerAgent – Summarize before transferring across LLMs
• [ ] Enhance JS SDK context transfer hooks (ContextHop bridge)
• [ ] Integrate memory fallback routing (RAG + graph memory combo)

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🔒 Personalization + Security

• [ ] UserScopedMemory – Per-user memory with permission handling
• [ ] SafeSessionAgent – Private, encrypted sandboxed session
• [ ] Ghost Mode (Tor routing) – Optional anonymized agent execution

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📁 Multimodal + File Processing

• [ ] ImageInterpreterAgent – Process images/vision input (CLIP, Gemini Vision)
• [ ] FileIngestorAgent – Handle PDF, TXT, DOCX and chunk for RAG
• [ ] Local + Remote multimodal model routing

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🧬 Genetic AI Core Modules (Planned)

• [ ] MetaControllerAgent – Mutation + optimization logic
• [ ] AgentArena – Run multi-agent competitions
• [ ] AgentMutator – Create variations for agents
• [ ] MultiObjectiveJudge – Evaluate agents based on multiple goals
• [ ] EvolutionMemory – Store and analyze mutation history

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📦 Packaging & DevX

• [ ] CLI generators for all new agent types
• [ ] Docs + Examples for each module
• [ ] Streamlined deployment support for local + cloud agents
• [ ] Add to PyPI/JS SDK release notes when stable

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MultiMindSDK is evolving into a Genetic AI Agent Framework.

Here’s what’s coming soon:

• 🔊 Voice Agent Modules – Transcription, TTS, SIP logic (Jambonz), and real-time audio
• 🧠 Self-Evolving Agents – Reward loops, feedback-driven memory, judge scoring
• 🔄 Cross-Model Context Transfer – Summarization + injection (ContextHop)
• 📁 Multimodal Input – Images, files (PDF/DOCX), vision agent support
• 🔒 Private Sessions – User-scoped memory, ghost mode, safe sandboxed sessions
• 🧬 Genetic AI Core – MetaController, AgentArena, EvolutionMemory, Mutator, Judge