AI Intelligence Overview
QsnDEX integrates an AI layer powered by Groq-accelerated LLM inference. This layer provides real-time on-chain analysis, risk assessment, and portfolio guidance directly within the DEX interface.
Models
QsnDEX uses three specialized models, each selected for its strengths:
| Model | Use Case | Temperature |
|---|---|---|
| Llama 3.3 70B Versatile | Deep analysis, conversational AI | 0.3 -- 0.4 |
| Llama 3.1 8B Instant | Quick insights, lightweight queries | 0.3 |
| DeepSeek R1 70B | Complex reasoning, multi-step analysis | 0.2 |
Lower temperature values produce more deterministic, conservative outputs -- appropriate for financial analysis where consistency matters.
Features
Safety and Risk
- Anti-Rug Shield -- 8-point on-chain safety audit for any token.
- Swap Insight -- contextual risk warnings displayed directly in the swap interface.
Market Analysis
- Smart Entry Signal -- technical analysis engine producing entry timing signals.
- Token and Pool Analysis -- deep-dive analytics for individual tokens and liquidity pools.
Portfolio Management
- Autopilot Portfolio Advisor -- AI-generated portfolio health scoring and actionable suggestions.
Conversational
- AI Chat -- multi-turn conversational assistant with access to real-time market data and portfolio context.
Language Support
All AI responses are generated in the user's selected language. Currently supported: English (EN) and Russian (RU).
Rate Limiting
Each AI feature enforces per-user rate limits to prevent abuse and ensure fair access. Specific limits are documented on each feature's page.