Vision & Architecture

Exploring Ainara's design philosophy and technical foundation

Project Overview

Ainara is an open-source AI assistant that adapts to how you want to use it. While current AI systems are great at understanding and generating text, they often can't interact with your computer or the internet in meaningful ways. Also, customizing these AIs to understand your specific needs has been either too expensive or locked behind corporate services.

We're building Ainara to change this - creating an AI assistant that's both powerful and truly yours to control, modify, and enhance as you see fit. It's designed to run on your computer while giving you the choice to use cloud services when you want to.

Key Elements

System Architecture

Orakle Server

REST API server providing real-time recipes and skills execution

LLM Backend

AI Large Language Model server, local or commercial
(+100 available LLM providers, supported by LiteLLM)

Kommander

CLI interface for LLM interaction and Orakle command execution

Polaris

GUI desktop integrated interface for LLM interaction and Orakle command execution

Future Clients

Browser extensions, mobile apps, and other potential interfaces

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Project Goals

Freedom

Empower users with complete control of the platform, through open-source development and transparent operation.

Privacy

Prioritize user privacy through local processing and transparent data handling.

Accessibility

Make AI assistance technology available to everyone through open-source development and local deployment options.

Extensibility

Create a platform that developers can easily extend with new skills and capabilities.

Innovation

Push the boundaries of AI assistance through novel approaches to task automation and natural interaction.

Versatility

Enable seamless AI assistance across multiple platforms through flexible client interfaces and adaptable architecture.

Development Roadmap

Phase 1 (Q1 2025)

• MVP: Polaris (desktop tool) 1.0 release
• Core API stabilization
• Premium platform setup
• Premium Skill: Basic Whale Activity Monitoring (+)
• Premium Skill: Basic Sentiment Analysis System (+)
• Premium Skill: Market Data Analysis (+)

Phase 2 (Q2-Q3 2025)

• Premium Skill: Advanced whale tracking (++)
• Premium Skill: Multi-exchange arbitrage (++)
• Premium Skill: On-chain analysis suite (++)
• Premium Skill: Trading strategy backtesting (++)
• Premium Skill: Advanced On-chain Analysis (+++)
• Premium Skill: Trading Strategy Framework (+++)
• Premium Skill: Market Correlation Tools (++)
• Premium Skill: Advanced Sentiment Analysis System (++)

Phase 3 (Q4 2025)

• Premium Skill: Context-aware trading (+++)
• Premium Skill: Regulatory Compliance Tools (!)
• Premium Skill: Smart Contract Monitoring (!)
• RAG and LoRA fine-tuning initial implementation - Sort and long term memory capabilities

Tier indicators: (+) Basic, (++) Advanced, (+++) Professional, (!) Enterprise

Tokenomics (Premium investment skills)

Token Utility

• Access control for premium features
• Staking-based tier system
• Pay-per-use feature access

Supply Structure

• Total Supply: 1B tokens
• Development Team: 1%
• Circulating Supply: 99%

Initial Reference Tiers

Subject to dynamic adjustment:
• Basic (+): ~10,000 tokens - Basic market data and analysis - 90-day lock
• Advanced (++): ~100,000 tokens - Advanced tracking and arbitrage - 120-day lock
• Professional (+++): ~500,000 tokens - Strategy framework and context-aware trading - 180-day lock
• Enterprise (!): ~2,000,000 tokens - Regulatory tools and enterprise features - 365-day lock

Dynamic Tier Calculation

$VALUE_TIER = BASE × MARKET × USAGE × TIME
• Market: Price-based adjustment
• Usage: Platform utilization (0.5-2.0)
• Time: Lock duration bonus (0.8-1.2)

Pay-Per-Use Model

• Market Data: 1-5 tokens/100 queries
• Technical Analysis: 2-10 tokens/analysis
• Whale Tracking: 5-50 tokens/day
• Custom Strategies: 10+ tokens/strategy

Revenue Sharing

• 40% to stakers
• 30% to development
• 20% to contributors
• 10% to stability pool

Cryptocurrency Integration

Platform Token

For our premium features, we're using the existing $AINARA Solana token:

HhQhdSZNp6DvrxkPZLWMgHMGo9cxt9ZRrcAHc88spump

This token will let users access advanced features while keeping the main project open source and free. Think of it like a premium subscription, but with the added benefits of blockchain technology.

Legal Disclaimer

  • • This is not financial advice. Any investment decisions should be made after your own research.
  • • We have no control over the token's market value or performance.
  • • For transparency: The project lead holds 1% aprox. of the token supply as an investor.
  • • The token will be used for optional premium platform services in the future.


As part of our development roadmap, we will be creating specialized skills for cryptocurrency analysis and interaction. These skills will enhance Ainara's capabilities in the blockchain space while maintaining our commitment to transparency and user empowerment.