PrometheusSelf-Improving AI Reasoning

Meet Prometheus LogoPROMETHEUS

Advanced multi-agent reasoning system that brings the fire of knowledge to your applications. Combines causal reasoning, pattern learning, and proactive assistance to anticipate user needs before they ask.

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Prometheus PROMETHEUS
Context Agent
Reasoning Agent
Tool Selection
Pattern Learning
Causal Chain
Proactive AI

3 Specialized AI Agents

Working in orchestrated harmony to deliver intelligent reasoning

Context Agent

Environmental Understanding

Extracts entities, locations, dates, symptoms, activities, and people from conversations. Detects emotional states and builds rich contextual understanding.

Reasoning Agent

Causal Intelligence

Identifies cause-effect relationships, clusters related intents, and builds causal chains to understand the deeper meaning behind user requests.

Tool Selection Agent

Smart Tool Orchestration

Automatically selects appropriate tools and APIs based on context. Provides confidence scoring and explains reasoning for each selection.

Core Capabilities

Advanced AI features that set Prometheus apart

Causal Chain Detection

Identifies relationships between events to understand cause-effect patterns in conversations.

Pattern Learning

SQLite + ChromaDB for persistent learning. Continuously improves from successful interactions.

Semantic Search

Vector database powered similarity search for finding relevant patterns and scenarios.

Emotional Detection

Understands user's emotional context to provide more empathetic and appropriate responses.

Proactive Assistance

Anticipates user needs before they ask, offering suggestions based on context and patterns.

Self-Improvement

Learns from explicit and implicit feedback to continuously enhance reasoning quality.

Multiple Integration Options

  • REST API (Port 3001)

    Full-featured HTTP API for seamless integration with any application.

  • JavaScript SDK

    Easy-to-use client library for Node.js and browser applications.

  • CLI Tool

    Interactive command-line interface for testing and development.

  • WhatsApp Integration

    Ready-to-use adapter for WhatsApp Business applications.

// Using Prometheus SDK
import { PrometheusSDK } from '@intellecta/prometheus';

const prometheus = new PrometheusSDK({
  apiUrl: 'http://localhost:3001'
});

const result = await prometheus.reason({
  message: "I'm traveling to Ankara tomorrow but I'm sick",
  userId: 'user123',
  history: []
});

console.log(result.confidence);  // 0.85
console.log(result.tools.selectedTools);
// ['weather_api', 'pharmacy_api', 'travel_api']

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