Home - brahm-ai-official/brahm-ai GitHub Wiki

🏠 Home · ✨ Features · 🗺️ Roadmap · 🧠 Philosophy · 👨‍💻 Developer Guide · 🌐 Live Platform

🧠 BRAHM-AI Wiki — India-First Multilingual & Multimodal Intelligence

Welcome to the official documentation Wiki for BRAHM-AI.

BRAHM-AI is an India-first, Hindi-first, multilingual and multimodal artificial intelligence ecosystem connecting conversation, voice, local AI, Sanskrit, Indian knowledge, Panchang, computer vision, translation, live intelligence, automation, education, agriculture, business AI, and interactive virtual-world experiences through one unified platform.

Ask in your language. Understand with context. Act through connected intelligence.

BRAHM-AI is being developed as a modular ecosystem rather than a single chatbot or a single-model product.

🌐 Official Platform

Main Platform: https://brahm-ai.in
BRAHM Voice: https://brahm-ai.in/voice
BRAHM True: https://brahm-ai.in/true
BRAHM AI Acharya: https://brahm-ai.in/acharya
Vāgbodha: https://brahm-ai.in/vagbodha/
BRAHM LOK: https://brahm-ai.in/brahm-lok/
BRAHM AI Agents: https://www.brahm-ai-agents.com
GitHub Repository: https://github.com/brahm-ai-official/brahm-ai
BRAHM LOK Development: https://github.com/brahm-ai-official/brahm-lok-game-dev
Development Updates: https://www.brahm-ai.in/updates.php
Full Product Roadmap: https://github.com/brahm-ai-official/brahm-ai/blob/main/ROADMAP.md

brahm-ai.in is the main public platform for the BRAHM-AI ecosystem.

🧩 Core Experiences

🧠 BRAHM True

BRAHM True is the central deep-conversation and general intelligence experience.

It coordinates:

General reasoning and contextual conversation
Hindi-first interaction
Multilingual conversation
Indian knowledge
Scripture-related questions
Panchang and Jyotish
Vision and OCR observations
Live news and web-supported information
Market intelligence
Agriculture and Mandi Bhav
User language and session context
Structured helpers
Local intelligence
Safe model and provider fallback

BRAHM True acts as the primary conversational source for connected BRAHM-AI experiences.

🎙️ BRAHM Voice

BRAHM Voice provides live multilingual voice and avatar interaction.

It includes:

Speech-to-Text
Text-to-Speech
Hindi-first voice conversation
Multilingual interaction
Language-matched voice output
Avatar lipsync
Listening, thinking, speaking, idle, and welcome states
Camera-assisted interaction
Object and scene understanding
OCR and document reading
Medicine-strip reading
Returning-user greetings
Voice-triggered supported actions
Text fallback when voice output is unavailable

BRAHM Voice does not maintain a separate answer engine.

It uses the central BRAHM conversation and intelligence flow so voice and text experiences remain consistent.

🕉️ BRAHM AI Acharya

BRAHM AI Acharya is BRAHM-AI's specialized Sanskrit, scripture, Indian knowledge, study, and contextual reasoning experience.

➡️ Open BRAHM AI Acharya Wiki

🌐 https://brahm-ai.in/acharya

Acharya supports and continues expanding across:

Sanskrit questions
Indian scripture study
Natural-language scripture queries
Exact scripture verification
Contextual explanation
Indian philosophy
Original Sanskrit presentation
Transliteration
Hindi explanation
Multilingual explanation
Follow-up conversation
Multi-chat study workspace
Conversation history
Study search
Sanskrit-aware neural reading
Source verification

📖 Verification-First Architecture

BRAHM AI Acharya does not treat the local scripture corpus as the complete conversational intelligence system.

Trusted local scripture primarily acts as an evidence and verification layer.

User Question
      ↓
Language & Intent Understanding
      ↓
Verification Required?
      ↓
Trusted Local Evidence
      ↓
Acharya Intelligence
      ↓
Validation
      ↓
User-Language Response

This architecture keeps:

Canonical source text
Translation
Interpretation
Commentary
AI-generated explanation

logically separate.

🌍 Acharya Multilingual Intelligence

Acharya is designed so users do not need to know Sanskrit before studying Sanskrit or Indian knowledge.

Its multilingual architecture supports multiple Indian-language interaction paths while preserving canonical Sanskrit separately from translated explanation.

The same core knowledge architecture can therefore serve different supported languages without creating a separate scripture system for every language.

🔊 Acharya Neural Reading

Acharya's voice experience includes development around:

Sanskrit-aware speech
Shloka-oriented pauses
Mantra-oriented reading
Separate Sanskrit and explanatory-prose handling
Ojas neural voice
Ira neural voice
Playback controls
Reading synchronization
Multilingual explanation audio

BRAHM-AI does not claim verified Vedic svara where verified accent data is unavailable.

🔊 Vāgbodha — BRAHM Voice Intelligence

Vāgbodha is BRAHM-AI's multilingual voice, translation, study-audio, and creative-audio intelligence platform.

➡️ Open Vāgbodha Wiki

🌐 https://brahm-ai.in/vagbodha/

Vāgbodha combines:

BRAHM Local Voice Engine
BRAHM Local Translation Engine
Indian languages
International languages
Language detection
Script-aware processing
Sanskrit-aware preparation
Pronunciation handling
Neural voice generation
Study audio
Creative narration
Voice preview
Project-based audio workflows

🧠 BRAHM Local Voice Engine

BRAHM-AI has developed its own locally controlled voice-engine architecture for supported Vāgbodha workflows.

Development focuses on:

Local speech generation
Indian-language pronunciation
Sanskrit-aware speech
Speech segmentation
Language-aware voice routing
Private/local processing
Reduced dependency on external TTS providers
Provider-independent voice infrastructure

External services may still be used as supported fallback or additional capability paths where required.

🌍 BRAHM Local Translation Engine

BRAHM-AI has also developed its own locally controlled translation engine.

It is designed for:

Indian-language translation
International-language translation
Script-aware processing
Mixed-language content
Local/private translation
Translation before voice generation
Reduced dependency on external translation APIs

Translation and voice remain separate capabilities.

Translation Only

OR

Voice Only

OR

Translation
    ↓
Language Preparation
    ↓
BRAHM Local Voice Engine
    ↓
Audio

🇮🇳 Indian & 🌐 International Languages

Vāgbodha is designed around Indian languages while also expanding into international-language workflows.

Indian-language development includes languages such as:

Hindi
Bengali
Marathi
Gujarati
Punjabi
Tamil
Telugu
Kannada
Malayalam
Odia
Additional Indian languages

International-language development includes languages such as:

English
French
German
Spanish
Arabic
Persian
Russian
Japanese
Korean
Additional supported languages

Language availability may differ between translation, STT, TTS, and neural voice support.

🎙️ BRAHM Voice Identities

Public BRAHM neural voice identities include:

Ojas — Male neural voice
Ira — Female neural voice

BRAHM voice identities remain independent from infrastructure-provider branding.

🦅 Garudaa-LLMG-108 V2

Garudaa-LLMG-108 V2 is BRAHM-AI's own 8B model, fine-tuned for Hindi-first, Indian-language, Devanagari, Sanskrit-aware, multilingual, and local intelligence workflows.

➡️ Open Garudaa-LLMG-108 Wiki

Garudaa development focuses on:

Hindi-first intelligence
Devanagari understanding
Sanskrit-aware queries
Indian-language comprehension
English and multilingual interaction
Indian conversational context
General reasoning
RAG-assisted reasoning
Structured knowledge integration
Local inference
Private inference
CPU deployment
GPU acceleration
Quantized deployment
BRAHM True integration
BRAHM Voice compatibility
BRAHM AI Acharya compatibility
Future Developer API access

Garudaa is one intelligence layer inside BRAHM-AI.

It does not replace deterministic or structured systems such as:

Panchang calculations
Scripture verification
Market data
Weather
User balances
Mandi Bhav
Account information
Other exact-data services

🔐 Garudaa Model Privacy

Public documentation does not disclose:

Underlying base model
Private fine-tuning datasets
Training recipes
Internal adapters
Model weights
Protected prompts
Private deployment configuration

Public documentation focuses on Garudaa's capabilities and BRAHM-AI integration.

🎮 BRAHM LOK v1.1 — ERA 01

BRAHM LOK is an evolving browser-based virtual world inspired by Ancient India and connected with the wider BRAHM-AI ecosystem.

➡️ Open BRAHM LOK Wiki

🌐 https://brahm-ai.in/brahm-lok/

Development repository:

https://github.com/brahm-ai-official/brahm-lok-game-dev

The first world is:

🌲 ARANYA — ERA 01

BRAHM LOK is being developed around the idea:

Walk. Explore. Build. Learn. Discover. Experience.

Current and developing systems include:

Browser-based 3D exploration
Playable characters
Adventure gameplay
First-person exploration
Settlement building
Resource gathering
Gyan
Karma
Health
Stamina
Equipment
Combat development
Kutir
Farm
Gyan Shala
Watchtower
Bridges
Terrain systems
Forest environments
Wildlife
Temples
Quests
Mobile controls
BRAHM AI Acharya integration
Live Panchang
Cosmic Clock
Live Weather direction
AR Treasure Hunt
VR exploration research

🕉️ Acharya Inside BRAHM LOK

BRAHM LOK connects with the existing BRAHM AI Acharya intelligence rather than creating a duplicate knowledge system inside the game.

Player
    ↓
Ask Brahm
    ↓
BRAHM LOK
    ↓
BRAHM AI Acharya
    ↓
Verified Knowledge / Reasoning
    ↓
Game Response

This allows BRAHM LOK and Acharya to evolve independently.

🪔 Panchang & Jyotish Intelligence

BRAHM-AI includes dedicated structured Panchang and Jyotish capabilities.

Areas include:

Tithi
Nakshatra
Yoga
Karana
Sunrise and sunset
Moonrise and moonset
Rahu Kaal
Choghadiya
Bhadra
Hora
Muhurta
Lahiri Ayanamsa
Location-aware Panchang
Tara Bala
Chandra Bala
Kundli-related guidance

Exact astronomical values should come from structured computation or trusted data systems before AI explanation.

📖 Scripture Intelligence

BRAHM-AI follows a source-first Indian scripture architecture.

Knowledge-development areas include:

Bhagavad Gita
Valmiki Ramayan
Vedas
Upanishads
Puranas
Sanskrit literature
Mantras
Aartis
Stotras
Dharma
Indian philosophy
Thirukkural

Preferred flow:

User Question
      ↓
Scripture Intent
      ↓
Exact / Structured Verification
      ↓
Relevant Evidence
      ↓
Contextual Reasoning
      ↓
User-Language Explanation

The system distinguishes between:

Original source
Transliteration
Translation
Bhavarth
Context
Commentary
AI-generated explanation

📖 Thirukkural

BRAHM AI Acharya has expanded into Thirukkural knowledge.

The traditional structure contains:

1,330 Kurals
133 Chapters

Original Tamil remains canonical.

Translations, explanation, Bhavarth, contextual interpretation, and BRAHM-generated Sanskrit rendering remain separate from the canonical Tamil source.

🌍 Multilingual Intelligence

BRAHM-AI is Hindi-first while progressively supporting Indian and international languages.

Its multilingual architecture coordinates:

User language
Script detection
Speech-to-Text language
Translation
Input normalization
Reasoning
Display language
Text-to-Speech
Pronunciation
Supported accent

User Language
      ↓
Language Detection
      ↓
Translation / Normalization if Required
      ↓
BRAHM Intelligence
      ↓
Relevant Specialized System
      ↓
User-Language Response
      ↓
Optional Voice

Language support may differ between:

Chat
Translation
STT
TTS
Acharya
Vāgbodha
BRAHM Voice

📷 Vision Intelligence

BRAHM-AI Vision includes supported and experimental capabilities such as:

Image understanding
Object detection
Multi-object recognition
Scene understanding
OCR
Document reading
Medicine-strip reading
Packaging reading
Environmental recognition
Camera-assisted questions
Confidence-aware visual responses

Vision and OCR results may require user verification.

📈 Live, Market & Agriculture Intelligence

BRAHM-AI also includes specialized intelligence for:

News
Weather
Stock-market context
Crypto context
Currency intelligence
Volatility analysis
Agriculture
Mandi Bhav
Location-aware live information

Live external data remains logically separate from AI-generated interpretation.

📞 BRAHM AI Agents

BRAHM AI Agents is the business-focused AI phone-agent platform.

🌐 https://www.brahm-ai-agents.com

Development areas include:

Inbound calls
Outbound workflows
Lead capture
Follow-up conversations
Multilingual calling
CRM workflows
Conversation summaries
Appointment handling
Business knowledge
Usage and billing

🔌 BRAHM-AI Developer API

Status: 🚧 In Development

A public and partner Developer API is being developed.

Planned capability areas include:

Core BRAHM conversation
BRAHM AI Acharya
Garudaa local intelligence
Panchang
Jyotish
Scripture verification
Sanskrit assistance
BRAHM Local Translation Engine
Vāgbodha voice services
Speech-to-Text
Vision and OCR
Agriculture
Mandi Bhav
Market intelligence
Automation
Business AI agents

📚 Wiki Sections

✨ Features
Current, experimental, and planned BRAHM-AI capabilities.
🕉️ BRAHM AI Acharya
Sanskrit, scripture, Indian knowledge, study, verification, and multilingual intelligence.
🔊 Vāgbodha
BRAHM Local Voice Engine, Local Translation Engine, Indian and international languages.
🦅 Garudaa-LLMG-108
BRAHM-AI's own 8B fine-tuned local intelligence model.
🎮 BRAHM LOK
ARANYA — ERA 01, gameplay, Acharya, Panchang, AR, VR, and virtual-world development.
🗺️ Roadmap
Platform milestones and future development direction.
🧠 Reasoning & Safety Philosophy
Source-first reasoning, user control, verification, safety, and responsible AI.
👨‍💻 Developer & Architecture Guide
High-level platform architecture, APIs, routing, reliability, and integration principles.

🧱 Architecture at a Glance

Text / Voice / Camera / Document / Action
                    ↓
         Input & Language Intelligence
                    ↓
          Intent & Capability Router
                    ↓
 ┌──────────────────────────────────────┐
 │ BRAHM True                          │
 │ BRAHM AI Acharya                    │
 │ Garudaa-LLMG-108                    │
 │ Vāgbodha                            │
 │ Scripture Verification              │
 │ Panchang / Jyotish                  │
 │ Vision / OCR                        │
 │ Live Intelligence                   │
 │ Market / Agriculture                │
 │ Automation                          │
 └──────────────────────────────────────┘
                    ↓
        BRAHM Intelligence & Validation
                    ↓
 Text / Voice / Avatar / Structured Result

BRAHM-AI is designed around specialized routing, rather than expecting one model to perform every task.

🛡️ Core Principles

Exact data before generation
Verification before scripture attribution
Source-first Indian knowledge
Calculation-first Panchang and Jyotish
Local intelligence where practical
BRAHM-developed voice and translation infrastructure
Provider-independent architecture
Shared intelligence across connected BRAHM experiences
Language continuity across input, reasoning, text, and voice
User confirmation for sensitive actions
Confidence-aware Vision and OCR
Clear fallback instead of fabricated information
API-driven modular architecture
Privacy-aware handling of user context

⚠️ Important Notices

Medicine and health-related outputs are informational and do not replace a doctor or pharmacist.
Market analysis is educational and is not financial advice.
Vision and OCR results may be affected by lighting, angle, image quality, and confidence.
Scripture editions and textual variants may differ.
AI-generated explanation should not be presented as original scripture.
Experimental and planned features may change before wider release.
Language availability may differ across chat, STT, TTS, translation, Acharya, and Vāgbodha.
Public documentation does not grant permission to reuse protected BRAHM-AI code, datasets, models, voice engines, translation systems, prompts, assets, or branding.
Private model weights, training datasets, credentials, and protected production infrastructure are not publicly documented.

📬 Contact

Email: [email protected]
Email: [email protected]
BRAHM-AI: https://brahm-ai.in
Ramcoin Ecosystem: https://www.ramcoin.org
GitHub: https://github.com/brahm-ai-official/brahm-ai

BRAHM-AI — Ancient Knowledge. Modern Intelligence. Connected Action.

“सत्यं शिवं सुन्दरम्”