HELAX AI N3
Advanced Sinhala Intelligence for the Next Generation
HELAX AI N3 is an advanced artificial intelligence model developed by HELAX AI with strong Sinhala language capabilities, multilingual understanding, intelligent reasoning, coding assistance, research support, and conversational intelligence.
Model Highlights
A single, focused model — HELAX AI N3 — engineered for Sinhala-first intelligence.
Advanced Reasoning
Multi-step logic, planning and decision-making across complex problems.
Coding Intelligence
Generate, debug and optimize code across 12+ programming languages.
Sinhala Language Understanding
Deep comprehension and generation of natural, fluent Sinhala.
Multilingual Communication
Seamless understanding across Sinhala, English and more.
Knowledge Retrieval
Find and ground answers in your own documents and data.
Fast Responses
Low-latency, production-grade output built for real workloads.
Performance at a glance
How HELAX AI N3 performs across the capabilities that matter most.
Why HELAX AI N3
Built from the ground up for Sri Lankan users, businesses, developers and organizations.
Optimized for Sinhala Language
Trained with strong Sinhala understanding and natural generation.
Built for Sri Lankan Users
Designed around local context, businesses and everyday needs.
Advanced Context Understanding
Tracks long-range context across documents and conversations.
Modern AI Architecture
A clean, efficient pipeline from input to safe, grounded output.
Developer Friendly
A predictable REST API and playground for fast integration.
Enterprise Ready
Security, reliability and controls for organizations at scale.
Explore the documentation
Jump into the HELAX AI models, APIs and tools.
Frequently asked questions
Common questions about HELAX AI, N3 and S Mini.
What is HELAX AI?
HELAX AI is an artificial intelligence platform that builds advanced, Sinhala-first AI models — including HELAX AI N3 and HELAX S Mini — for Sri Lankan users, businesses and developers.
What is HELAX AI N3?
HELAX AI N3 is the flagship HELAX AI model for reasoning, coding, research, automation and multilingual communication, with strong Sinhala language understanding and generation.
What is HELAX S Mini?
HELAX S Mini is a specialized, lightweight Sinhala-only model. It understands many languages as input but always responds in Sinhala, making it ideal for Sinhala conversations, education and local businesses.
Does HELAX AI support the Sinhala language?
Yes. Sinhala is a core focus of HELAX AI. N3 offers strong Sinhala understanding and generation alongside English and multilingual support, while S Mini is dedicated to Sinhala output.
Who develops HELAX AI?
HELAX AI models are developed by NHB LK under the HELAX AI organization, built specifically for Sri Lankan users and the Sinhala language.
Start building with HELAX AI N3
Advanced Sinhala intelligence for Sri Lankan users, businesses and developers.
HELAX AI N3
A complete profile of HELAX AI N3 — the flagship, Sinhala-trained AI model from HELAX AI, built for Sri Lankan users, businesses, developers and organizations.
Model Name
HELAX AI N3
Developer
NHB LK
Organization
HELAX AI
Model Type
Large Language Model (LLM)
Status
Production Ready
Languages
🇱🇰 Sinhala · English
What is HELAX AI N3?
HELAX AI N3 is an advanced, Sinhala-trained AI model developed by HELAX AI. It is designed with strong Sinhala language understanding and generation, paired with multilingual communication, intelligent reasoning, coding assistance and research support. N3 is built specifically for Sri Lankan users, businesses, developers and organizations — optimized for Sinhala, English and multilingual communication.
Sinhala-First
Strong native Sinhala understanding and natural, fluent generation.
Multilingual
Communicates seamlessly across Sinhala, English and beyond.
Safe by Design
A dedicated safety layer governs outputs for trustworthy use.
Capabilities
HELAX AI N3 delivers Sinhala-first intelligence — spanning language, content, research, coding and business workflows for Sri Lanka.
Sinhala Language Processing
Understand grammar, nuance and intent in natural Sinhala text.
Sinhala Content Generation
Write fluent, natural Sinhala articles, posts and messages.
Sinhala Question Answering
Answer questions accurately in clear, conversational Sinhala.
Sinhala Translation
Translate between Sinhala and English with context and accuracy.
English Communication
Communicate fluently and professionally in English.
Research Assistance
Summarize, synthesize and cite across large bodies of knowledge.
Coding Support
Write, refactor and explain code in 12+ programming languages.
Business Automation
Automate documents, replies and operational workflows.
Workflow Intelligence
Plan and drive multi-step tasks across tools and data.
Educational Support
Explain concepts and tutor learners in Sinhala and English.
HELAX S Mini
A specialized, lightweight Sinhala AI model. It understands many languages — English, Tamil, Japanese, Chinese, Arabic, French, German, Spanish and more — but always responds in Sinhala.
Input · any language
Output · always
Model Card
A dedicated AI assistant for Sinhala-speaking users.
Name
HELAX S Mini
Type
Sinhala-Only Language Model
Developer
NHB LK · HELAX AI
Input
🌎 Multilingual
Output
🇱🇰 Sinhala only
Status
Production Ready
HELAX S Mini is a specialized Sinhala language model developed by HELAX AI. The model can understand multiple languages but always generates responses in Sinhala, making it a dedicated AI assistant for Sinhala-speaking users. It is lightweight, highly optimized and mobile-friendly — with fast inference and low resource usage — built for Sinhala conversations, education, local businesses, government services and Sri Lankan users.
Features
Optimized end-to-end for Sinhala output.
Sinhala Native Output
Every response is generated in natural, fluent Sinhala.
Multilingual Input Understanding
Understands prompts in many languages and scripts.
Ultra Fast Responses
A lightweight architecture tuned for low-latency replies.
Mobile Optimized
Low resource usage for on-device and mobile experiences.
Context Awareness
Tracks conversation context for coherent dialogue.
Educational Support
Explains lessons and answers questions in Sinhala.
Sinhala Conversations
Natural, everyday chat for Sinhala-speaking users.
Business Assistance
Drafts replies, documents and support in Sinhala.
Performance
Benchmarks across the tasks HELAX S Mini is built for.
HELAX AI N3 vs HELAX S Mini
Two models, two jobs — pick the right one for your use case.
| Attribute | HELAX AI N3 | HELAX S Mini |
|---|---|---|
| Type | Flagship LLM | Sinhala-only model |
| Output language | Sinhala · English · Multilingual | 🇱🇰 Sinhala only |
| Input language | Multilingual | Multilingual |
| Best for | Reasoning, coding, research | Sinhala chat, education, business |
| Footprint | Full-capability | Lightweight · mobile-friendly |
| Inference speed | Fast | Ultra fast |
Sinhala-first AI for Sri Lanka
Multilingual in, always Sinhala out — HELAX S Mini.
Reasoning Engine
N3 thinks before it answers — decomposing problems, weighing options and planning multi-step solutions.
The reasoning loop
Understand
Parse intent & context
Decompose
Split into sub-tasks
Reason
Evaluate logic paths
Decide
Select best path
Respond
Generate answer
Hover a stage to highlight it in the reasoning pipeline.
Multi-Step Reasoning
Chains intermediate steps to reach reliable, verifiable conclusions.
Logical Analysis
Applies deductive and inductive logic to structured problems.
Decision Making
Weighs trade-offs and constraints to choose optimal actions.
Context Understanding
Tracks long-range context across documents and dialogue.
Planning
Builds ordered plans for agents and multi-stage tasks.
Problem Solving
Self-corrects and re-plans when intermediate steps fail.
Coding Intelligence
From a single function to a full service, N3 writes production-grade code and explains every line.
Supported languages
Code Generation
Produce complete, runnable implementations from natural language.
Debugging
Trace failures, explain stack traces and patch root causes.
Optimization
Improve performance, memory and readability of existing code.
Documentation
Generate docstrings, READMEs and API references automatically.
API Development
Scaffold endpoints, clients and integration code end-to-end.
Database Design
Model schemas, write queries and design migrations.
Architecture
A look inside the HELAX AI N3 pipeline — from raw input to a safe, generated response.
User Input
Raw prompt & context enter the pipeline.
Tokenizer
Text is split into model tokens.
Embedding Layer
Tokens map to high-dimensional vectors.
Neural Processing Engine
Transformer layers process representations.
Reasoning Engine
Multi-step logic and planning are applied.
Memory System
Long-range context is stored and recalled.
Knowledge Layer
Grounded facts and retrieval augment output.
Safety Layer
Policies and guardrails filter unsafe content.
Response Generator
Final tokens are decoded into language.
Output Layer
The response is streamed to the user.
API Documentation
A clean, predictable REST API. Authenticate with a bearer key and call N3 from any language.
Authentication
All requests are authenticated with an API key sent as a Bearer token in the Authorization header. Keep your key secret — never expose it in client-side code.
curl https://api.helax.ai/v1/chat/completions \
-H "Authorization: Bearer $HELAX_API_KEY" \
-H "Content-Type: application/json"
Endpoints
/v1/chat/completionsGenerate a chat response from N3.
{
"model": "helax-n3",
"messages": [
{ "role": "system", "content": "You are HELAX AI N3." },
{ "role": "user", "content": "Explain quantum tunneling." }
],
"temperature": 0.7,
"max_tokens": 1024
}
{
"id": "cmpl_n3_8fa12",
"model": "helax-n3",
"choices": [
{ "index": 0, "message": {
"role": "assistant",
"content": "Quantum tunneling is…" },
"finish_reason": "stop" }
],
"usage": { "prompt_tokens": 24, "completion_tokens": 180, "total_tokens": 204 }
}
/v1/modelsList available HELAX AI models.
{
"data": [
{ "id": "helax-n3", "type": "llm", "status": "production_ready" }
]
}
/v1/reasoningRun an explicit multi-step reasoning request.
{
"model": "helax-n3",
"problem": "Plan a 3-step migration to a new database.",
"show_steps": true
}
/v1/agentsCreate an autonomous agent run.
{
"model": "helax-n3",
"goal": "Research competitors and draft a summary.",
"tools": ["web_search", "file_write"]
}
/v1/filesUpload a file for grounding and retrieval.
curl https://api.helax.ai/v1/files \
-H "Authorization: Bearer $HELAX_API_KEY" \
-F purpose="knowledge" \
-F file="@handbook.pdf"
Error codes
| Code | Meaning |
|---|---|
400 | Invalid request payload |
401 | Missing or invalid API key |
403 | Insufficient permissions |
404 | Resource not found |
429 | Rate limit exceeded |
500 | Internal server error |
Rate limits
| Tier | Requests / min | Tokens / min |
|---|---|---|
| Free | 20 | 40K |
| Pro | 500 | 1M |
| Enterprise | Custom | Custom |
Playground
Prototype prompts against HELAX AI N3. This is a front-end demo — responses are simulated locally.
Research
Technical insight into how HELAX AI N3 is designed, evaluated and kept safe.
HELAX AI N3 Technical Report
A full overview of model design, training methodology and intended use.
Reasoning Framework
How N3 structures multi-step thought, planning and self-correction.
Architecture Overview
The end-to-end pipeline from tokenizer to safe output.
Performance Analysis
Benchmarks across reasoning, coding and multilingual tasks.
Safety Framework
Alignment, red-teaming and guardrail methodology.
Research Timeline
Milestones from early prototypes to the stable N3 release.
Security
Enterprise-grade protection for your data, prompts and infrastructure.
Data Protection
Encryption in transit and at rest with strict data isolation.
Prompt Security
Defenses against prompt injection and unsafe tool use.
Privacy Controls
Granular retention settings and zero-training data options.
Access Management
Role-based access, scoped API keys and audit logging.
Safety Systems
Layered guardrails monitor and filter every response.
Enterprise Security
SSO, compliance controls and dedicated deployments.
Changelog
The journey of HELAX AI N3 from first prototype to a stable production release.
HELAX AI N3 Stable
Production-ready release with the full reasoning engine, coding intelligence, long-context memory and the complete REST API.
HELAX AI N3 Beta
Expanded language support, improved planning and the public Playground. Hardened safety layer and rate limiting.
HELAX AI N3 Alpha
First internal release introducing the core neural processing and reasoning engine for early evaluation.