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Official Documentation

India-First Multilingual & Multimodal Intelligence

Documentation for BRAHM True, BRAHM Voice, vision, OCR, Sanskrit, scripture intelligence, Panchang, Garudaa LLMG 108 V2, business AI agents and the upcoming developer platform.

Open BRAHM True Open BRAHM Voice Read GitHub Wiki

⚡ Overview

BRAHM-AI is an India-first, Hindi-first, multilingual and multimodal artificial intelligence ecosystem. It combines modern AI with Indian language, knowledge and cultural intelligence through one unified platform.

BRAHM-AI is designed as a modular system. A request may be handled by a verified local helper, structured database, Panchang computation, scripture retrieval, vision model, live-data provider, Retrieval-Augmented Generation system, or a language model depending on the task.

Official platform: brahm-ai.in

🧩 Core Experiences

🧠 BRAHM True

The central conversation and knowledge experience for contextual reasoning, scriptures, Panchang, live information, vision results and specialized helper routing.

🎙️ BRAHM Voice

Multilingual voice and avatar interaction using Speech-to-Text, the central BRAHM conversation flow, Text-to-Speech and synchronized visual states.

📷 Vision & OCR

Camera and uploaded-image understanding for objects, scenes, documents, labels, packaging and medicine-strip reading with confidence-aware output.

🪔 Panchang & Jyotish

Location-aware Tithi, Nakshatra, Yoga, Karana, Rahu Kaal, Choghadiya, Bhadra, Hora, Lahiri Ayanamsa and related guidance.

📖 Scripture Intelligence

Source-first retrieval for the Bhagavad Gita, Valmiki Ramayan, Vedas, Upanishads, Puranas, Sanskrit texts, Aartis, Mantras and Stotras.

🌍 Multilingual Intelligence

Language detection, script handling, translation, multilingual reasoning and language-matched speech output for Indian and selected international languages.

🚀 Platform Capabilities

Area Current direction
Conversation Context-aware answers, specialized routing, session continuity and graceful fallback.
Voice Microphone interaction, STT, TTS, multilingual voices, avatar states and interruption handling.
Vision Object and scene understanding, OCR, document reading and medicine-label assistance.
Indian knowledge Scriptures, Sanskrit, Panchang, Jyotish, philosophy and structured cultural knowledge.
Live intelligence News, weather, market context, agriculture guidance and Mandi Bhav where supported.
Automation Supported action planning, communication flows, reminders and confirmation-based execution.
Business agents Inbound and outbound AI calls, lead capture, follow-ups, CRM timelines and multilingual call handling.

🏗️ High-Level Architecture

Text / Voice / Camera / Document / Action Request
                       ↓
          Input Normalization and Context
                       ↓
           Intent and Capability Router
                       ↓
 Exact Helper / RAG / Computation / Live Data / Model
                       ↓
              BRAHM Core Reasoning
                       ↓
       Text / Voice / Avatar / Structured Result

Voice flow

User Voice
  ↓
Speech-to-Text
  ↓
BRAHM True Conversation Flow
  ↓
Specialized Helper / RAG / Live Data / Model
  ↓
Response Text
  ↓
Text-to-Speech
  ↓
Avatar and Audio Output
BRAHM Voice uses the existing central BRAHM conversation flow rather than maintaining a separate answer engine.

🦅 Garudaa LLMG 108 V2

In Development

Garudaa LLMG 108 V2 is being developed as a compact, local, private and India-focused intelligence layer inside BRAHM-AI.

  • Compact 3B-class local model evaluation
  • Hindi-first instruction quality
  • Sanskrit and Devanagari understanding
  • Indian-language comprehension
  • Exact-helper and RAG-assisted routing
  • CPU and GPU deployment profiles
  • Quantized local inference
  • BRAHM True and BRAHM Voice integration
  • Identity, quota and usage metering

The final base checkpoint, quantization, adapter strategy and public availability will be documented after technical validation.

📞 BRAHM AI Agents

BRAHM AI Agents is the business-focused voice-agent platform for inbound and outbound calls, lead capture, appointment and enquiry workflows, multilingual conversations, follow-ups, CRM timelines and usage controls.

  • Inbound and outbound AI calls
  • Business knowledge and agent configuration
  • Lead capture and conversation history
  • Follow-up scheduling and CRM timelines
  • Multilingual STT and TTS
  • Provider integrations and fallback
  • Usage, billing and plan controls
Open BRAHM AI Agents

👨‍💻 Developer Platform

Developer API: In Development

Selected BRAHM-AI capabilities are being prepared for public and partner integrations. Production endpoint names, authentication rules, quotas and pricing may change before release.

Planned API categories

  • Core conversation
  • Garudaa local intelligence
  • Panchang and Jyotish utilities
  • Scripture search and retrieval
  • Sanskrit and multilingual processing
  • Vision and OCR
  • Agriculture and Mandi Bhav
  • Voice, STT and TTS
  • Automation and business agents

Illustrative route structure

POST /api/v1/chat
GET  /api/v1/panchang/daily
POST /api/v1/scriptures/search
POST /api/v1/language/process
POST /api/v1/vision/analyze
GET  /api/v1/mandi/prices
POST /api/v1/voice/session
These routes are roadmap examples, not a promise that every endpoint is publicly available today. Never place private API keys in frontend JavaScript.

Planned platform controls

  • API keys and bearer authentication
  • Permission scopes
  • Per-key quotas and rate limits
  • Usage metering and request IDs
  • Structured errors
  • Source and freshness metadata
  • Development and production environments

🛡️ Safety, Accuracy & Limitations

  • Medicine and health information is general assistance and does not replace a doctor or pharmacist.
  • Market information is educational and is not financial advice.
  • Vision, OCR, emotion and recognition signals are probabilistic and may be incorrect.
  • Exact Panchang and Jyotish values should come from computation or structured sources.
  • Scripture responses should distinguish source text, translation, commentary and AI explanation.
  • Sensitive actions require explicit user confirmation.
  • Feature availability may depend on browser, device, location, account and third-party providers.

Security concerns should be reported privately according to the BRAHM-AI Security Policy.

❓ Frequently Asked Questions

What is the difference between BRAHM True and BRAHM Voice?

BRAHM True is the central text and knowledge experience. BRAHM Voice adds microphone input, STT, TTS and avatar delivery while using the same central conversation flow.

Which languages are supported?

BRAHM-AI supports multiple Indian and selected international languages. Exact availability may differ between text, STT, TTS, translation and avatar modes.

Can BRAHM-AI read a document or medicine strip?

Vision and OCR modes can assist with visible text and packaging. Results depend on image quality and must be verified before medical use.

Is the developer API publicly available?

The developer platform is under development. Selected APIs may first be offered through private or partner access before a wider public beta.

Is Garudaa LLMG 108 V2 available for download?

Garudaa is under active development. Public model access, deployment formats and licensing will be announced after validation.

Is BRAHM-AI open source?

The public repository provides documentation and selected materials. BRAHM-AI remains proprietary unless a specific component is released under a separate license.