Roadmap

“Day by day, what you do is who you become” - Heraclitus

Core Values

Nevron is built upon foundational principles that guide its development and ensure it meets the needs of developers and organizations alike:

Easy to Use: Simple setup with minimal technical expertise required.
Lightweight: No heavy dependencies, ensuring optimal performance even in resource-constrained environments.
Flexible: Seamless configuration and integration of new functionality to adapt to evolving needs.
Modular: Designed for effortless embedding into other software solutions, enabling scalability and customization.

Estimate: 4 weeks

Tool Integrations:
- Expand support for communication and productivity platforms, including Discord, Slack, WhatsApp, Spotify, Shopify, YouTube, Google Drive, and Lens.
LLM Providers:
- Integrate new Large Language Models (LLMs) such as Llama, Gemma, and other open-source models for enhanced intelligence and adaptability.
Memory Providers:
- Add support for advanced vector stores, including Pinecone and Weaviate, to improve memory efficiency and configuration experience.

Estimate: 2 weeks

Planning Module Upgrade:
- Transition from RL-based planning to advanced decision-making algorithms to enable greater flexibility and autonomy.
Decision Module Implementation:
- Develop logic for agents to dynamically combine tools and workflows.
- Teach agents to adapt their workflows based on I/O operations from tools.
Real-Time Feedback System:
- Replace predefined workflows with flexible task-planning mechanisms.
- Introduce feedback loops that allow agents to learn from outcomes and refine actions in real-time.

Estimate: 3 weeks

Advanced Decision-Making Framework:
- Empower agents to self-organize tasks and autonomously select tools.
- Introduce hierarchical task planning, allowing agents to manage subtasks and execute multi-step reasoning.
Migration Guide:
- Provide comprehensive documentation to guide developers through breaking changes introduced in this phase.
- Ensure a smooth transition for existing implementations.

Estimate: 3 weeks

Nevron Portal Development:
- Develop a web-based and local GUI for agent configuration and deployment.
- Provide intuitive, step-by-step guidance for setup and deployment.
Security Enhancements:
- Implement secure defaults for managing API tokens and keys.
- Introduce user-defined access controls to limit agent permissions.
Hosting Options:
- Offer hosted deployment options for users without dedicated server infrastructure.

Estimate: 4 weeks

On-Chain Integrations:
- Add base-level support for querying data from blockchain platforms like Base, Solana, and others.
- Extend functionality to enable agents to perform on-chain transactions.

Adaptability: The roadmap is subject to change as the AI landscape evolves. We aim to incorporate emerging technologies and address shifting market needs.
Future Vision: Our long-term goal is to build a large ecosystem of agents capable of communicating and collaborating to achieve complex goals. Additional details will emerge as Nevron progresses.
Cross-Framework Modularity: Nevron will support cross-framework communication through adaptors, enabling seamless interaction between agents built on different platforms.

Last updated 8 days ago