What is Neura?
NEURA architecture is inspired by the intricate networks of neurons that power the human brain. Just like how NEURA connects all our services to create amazing customer support and sales agents
The Power of Specialized Multiple Agents, An Integrated Experience.
Neura AI harnesses the collective intelligence of multiple agents, specialized to execute various tasks with unprecedented precision.
As an advanced neural network, our AI navigates complex contexts with ease, offering:
Instant Customer Support: Immediate and accurate responses to your customers' questions
Intelligent Task Management: Automatic organization and tracking of projects and deadlines
Email Sales Automation: Personalized campaigns and optimized lead follow-up
NEURA AI offers a wide range of features that can be enabled or disabled based on your needs. Here’s a quick overview of what Neura AI is all about:
Key Backend Features:
Multilingual Support
Support 50+ languages
Seamlessly interact in multiple languages
NLP System
Comprehensive lexicon-based language processing
Advanced sentiment analysis capabilities
Intent detection and keyword extraction
Modular design for extensibility
Intelligent Decision Making
RDA (Reasoning, Decision Making and Acting) agents for routing to the correct action and provide accurate responses
Ability to decide between actions or direct completions
Context Management
Sophisticated RAG (Retrieval-Augmented Generation) system
Maintains conversation history and retrieves relevant context
Configurable context window limits and similarity thresholds
Knowledge Base Integration
RAG system for external knowledge base querying
Customizable similarity thresholds and result limits
Text-to-Speech and Speech-to-Text
Convert text responses to speech
Customizable language and model settings
Image Processing with the best Models in the Market:
Image generation
Image vision to analyse images
Image search and replace functionality
Image-to-video conversion
Image style control
Background removal from images
Document Handling
Support for document uploads and analysis
Text extraction and processing from various file types
URL Processing
Ability to handle and process URLs within conversations
Optional Error Handling and Notifications
Comprehensive error-catching and reporting
Optional email and Telegram notifications for critical errors
Flexible Storage Options
Supabase integration for chat history and knowledge base storage
Azure Blob Storage for image uploads with fall-back to Digital Ocean Spaces
Security Features
API key authentication
Middleware security layer
Configurable CORS settings
Resource Management
Configurable CPU and memory limits for Docker container
Additional Integration Capabilities:
Integrate with various platforms like Telegram, Discord, Slack, Zendesk, and more to enhance communication and support.
Additional Customizable Solutions:
Offers tailored solutions for different use cases, such as managing negative sentiment on social media, supporting customer service, and more.
Scope and Goals
Neura AI is designed to be a comprehensive AI platform with a wide range of functionalities aimed at improving efficiency and user satisfaction. Our core objectives and scope include:
Core Objectives:
Enhanced User Interaction:
Deliver real-time, contextually aware responses that adapt to the flow of conversation, ensuring users feel understood and engaged.
Scalable AI Solutions:
Develop a modular and scalable architecture that can grow with user demands and integrate seamlessly with existing workflows.
Cost-Efficient Processing:
Implement advanced context summarization to reduce token usage and optimize processing costs, making AI services more affordable and accessible.
Robust Data Management:
Utilize a Retrieval Augmented Generation (RAG) system for efficient knowledge base and chat history retrieval, ensuring accurate and timely information delivery.
Leadership and Vision
Led by Adolfo Usier
Focus on AI & Machine Learning innovation
Emphasis on problem-solving and team diversity
Additionally to our leader Adolfo, we have a talented and diverse team behind Neura AI.
Use Cases:
Customer Support Agents:
Deploy AI agents to handle customer inquiries, provide feedback, and improve overall customer satisfaction.
Email Sales Management Agents :
Let our agents manage your campaign and frequently asked questions in your email inbox.
Task Management Agents:
Manage your tasks on Trello. Your notes on Google Keep? Events in your Calendar? Don't worry, Neura can handle it for you, speak by voice or just send a text message to Neura AI with our additional integration capabilities.
Customized AI Platforms
Get your own backend with any of our current features or additional builds.
Main Modules:
RDA (Reasoning, Decision Making and Acting) System
Core Components
act.rs: Handles action execution
decision_maker.rs: Core decision-making logic
decision_prompt.rs: Prompt generation for decisions
detect_repetition.rs: Repetition detection in interactions
determine_action.rs: Action determination logic
extract_action.rs: Action extraction from inputs
react_agent.rs: Main agent implementation
reason.rs: Reasoning engine
reasoning_prompt.rs: Prompt generation for reasoning
summarize.rs: Summary generation
mod.rs: Module organization
Lexicon Natural Language Processing
Keywords Processing
important_terms.rs: Key term extraction and analysis
Sentiment Analysis
sentiment_analysis.rs: Core sentiment analysis engine
analyze_sentiment.rs: Sentiment analysis implementation
Intent Detection
detect_intent.rs: User intent recognition
Lexicon System
lexicon.rs: Proprietary lexicon engine
Chat Completion
Main: Groq with Llama 3.3 70b Specdec - Main Module for chat completion
Fall-back 1 and Reasoning Duo: Groq with Llama 3.3 70b Versatile
Fall-back 2 in Case Groq Outaged: Claude Sonnet 3.5 20242022
Image Processing Suite
Control Style
stability_ai.rs: Stability AI integration
Diffusion Processing
flux-1.1-pro-ultra.rs: Main image gen module. Diffusion flux implementation
openai_dalle3.rs: DALL-E 3 integration (fall back)
Replicate Integration
flux_dev.rs: Development flux implementation
flux_pro.rs: Professional flux implementation
Inpainting
stability_ai.rs: Stability AI integration for inpainting
Motion Processing
stability_ai.rs: Stability AI integration for motion
Background Removal
stability_ai.rs: Stability AI integration
Search and Replace
stability_ai.rs: Stability AI integration
Vision Processing
claude_3_5_sonnet_20241022.rs: Claude integration
groq_2.rs & groq.rs: Groq AI integration (fall back 1)
openai_gpt4o.rs: GPT-4 Vision integration (fall back 2)
Multilingual Support
Note: Handled through AI service integration rather than specific modules
Supports 50+ languages through service providers
Seamless multilingual interaction
FAQ Knowledge Base Retrieval:
Data Embeddings: Transform FAQ content into embeddings using vectorization techniques.
Cosine Similarity: Match user queries with the most relevant FAQ entries.
Efficient Retrieval: Quickly fetch pertinent information from the knowledge base.
Chat History Retrieval for Context Handling:
Vector Embeddings: Store chat history as vector embeddings for efficient retrieval.
Cosine Similarity: Match current user inputs with relevant past interactions.
Context Summarization: Summarize previous exchanges to maintain continuity and relevance.
Token Limitation Management: Optimize token usage to manage AI token limitations cost-effectively.
RAG System:
Raw Data Sources: Utilize various raw data formats for input.
Information Extraction: Employ OCR, PDF data extraction, and web crawling.
Data Preparation and Embeddings: Process raw data into structured embeddings.
Vector Database: Store and index data for efficient retrieval.
Retrieval Tool and LLM: Fetch pertinent data and interpret it using the LLM.
Custom Dynamic Tool and Image Generation: Refine user prompts for image generation.
Mint NFT: Integrate with blockchain technology for NFT minting.
Image Generation: Display the final generated image.
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Neura AI aims to set a new standard in interactive AI applications, offering a robust solution that bridges text and image generation with advanced retrieval and context management capabilities.
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