��# toto-agent
>�� Enhanced AI Conversational Agent for Pet Rescue Platform
## Overview
toto-agent
is an intelligent, context-aware conversational AI system designed specifically for pet rescue platforms. It features specialized agents, emotional intelligence, and advanced intent detection to provide meaningful interactions between users and rescue organizations.
## >��� Current AI Capabilities (v1.3.3)
### Multi-Agent Architecture
- <د� OrchestratorService: Smart intent analysis and agent routing
- =؝� DonationAgent: Specialized donation conversations and payment guidance
- =��� SharingAgent: Social media sharing and awareness campaigns
- <��� AdoptionAgent: Complete adoption workflow management
- d'� EngagementAgent: Appreciation and emotional support responses
- =ج� DialogAgent: General conversations with emotional intelligence
- =�Q� OwnerInsightsAgent: Exclusive owner feedback and platform insights collection
### Advanced Intent Detection
- 11 Intent Categories: DONATE, SHARE, DIALOG, LIKE, ADOPT, VOLUNTEER, EMERGENCY, LOCATION, CONTACT, TYPE, UNKNOWN
- Confidence Scoring: Smart routing based on confidence thresholds (0.7+)
- Contextual Analysis: Pet information, user history, and urgency detection
- Bilingual Support: Spanish (Argentina) and English with cultural awareness
### Emotional Intelligence
- Tone Detection: worried/concerned, excited/loving, confused/questioning, urgent/distressed, neutral
- Empathy Matching: Responses adapt to user's emotional state
- Anti-Repetition Logic: Avoids generic responses, creates fresh content
- Pet-Specific Context: Incorporates actual case details into responses
### Owner Insights System
- Exclusive Owner Interaction: Dedicated agent for platform owner feedback
- Insight Categorization: Vision, Technical, UX, Business, and Agent-specific learnings
- Cross-Agent Learning: Insights shared with all other agents for continuous improvement
- Persistent Memory: Learning stored across sessions for long-term platform evolution
## =� Installation & Usage
### As NPM Package
bash
npm install toto-agent@1.3.3
javascript
import { OrchestratorService } from 'toto-agent';
const orchestrator = new OrchestratorService(geminiApiKey);
const result = await orchestrator.processUserInput(
"Quiero adoptar a Luna",
{
petName: "Luna",
animalType: "perro",
status: "active",
language: "es",
location: "Argentina"
}
);
### Owner Insights Agent
bash
# Interactive owner feedback session
node toto-owner-insights.js
# Share insights with other agents
node share-insights.js share
node share-insights.js export
## =���� Roadmap
### Immediate (Q1 2025)
- [ ] Conversation Memory: Persistent user preferences and history
- [ ] Multi-turn Context: Complex conversation state management
- [ ] Voice Integration: Speech-to-text and text-to-speech
- [ ] Image Analysis: Pet photo analysis with Gemini Vision
- [x] Owner Insights: Platform owner feedback collection and sharing
### Short Term (Q2 2025)
- [ ] Volunteer Agent: Volunteer opportunity matching
- [ ] Emergency Agent: Critical case triage and routing
- [ ] Location Agent: Geographic and shelter information
- [ ] Analytics Integration: User interaction tracking
- [ ] Automated Insights: AI-powered insight generation from owner feedback
### Medium Term (Q3-Q4 2025)
- [ ] Multilingual Expansion: Portuguese, French support
- [ ] Advanced Personalization: Learning user preferences
- [ ] Integration APIs: CRM and shelter management systems
- [ ] Mobile SDK: React Native component library
- [ ] Predictive Insights: Anticipating owner needs and platform improvements
### Long Term (2026+)
- [ ] Predictive Analytics: Adoption success prediction
- [ ] Automated Case Updates: Status change detection
- [ ] Community Features: User-to-user communication
- [ ] AI Training Pipeline: Continuous learning from interactions
- [ ] Strategic Planning: AI-assisted platform roadmap development
## =��� License
MIT License - Made with d'� for pet rescue organizations worldwide =�>�
包详细信息
toto-agent
Chatbot agent and reusable components for Toto platform