Roadmap - brahm-ai-official/brahm-ai GitHub Wiki

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πŸ—ΊοΈ BRAHM-AI Roadmap β€” Garudaa LLMG 108 V2 & Developer API

This Wiki page provides a searchable summary of the BRAHM-AI development direction.

For the full detailed roadmap, see:

https://github.com/brahm-ai-official/brahm-ai/blob/main/ROADMAP.md

βœ… Phase 1 β€” Unified Platform Foundation

Status: Live / Continuing Improvement

  • brahm-ai.in established as the main platform
  • BRAHM True
  • BRAHM Voice
  • Multilingual interaction
  • Vision and OCR
  • Panchang and Jyotish
  • Scripture intelligence
  • Live news and web intelligence
  • Market and agriculture modules
  • PotliPay access
  • BRAHM AI Agents
  • API-driven frontend direction
  • Public documentation and security policies

🚧 Phase 2 β€” Garudaa LLMG 108 V2 Foundation

Status: In Development

Development direction:

  • Compact 3B-class local model evaluation
  • Hindi-first instruction tuning
  • Sanskrit and Devanagari evaluation
  • Indian-language understanding
  • Local Ollama-compatible runtime
  • CPU deployment profile
  • GPU deployment profile
  • Quantization testing
  • Context and latency optimization
  • Exact-helper routing
  • RAG integration
  • Source-only fallback
  • Timeout and failure handling
  • BRAHM True integration
  • BRAHM Voice compatibility
  • Shared identity and quota integration

Garudaa is intended to work as an intelligence provider inside the main BRAHM conversation flow.

🚧 Phase 3 β€” Developer API Core

Planned foundation:

  • API gateway
  • Versioned routes
  • API keys
  • Bearer authentication
  • Permission scopes
  • Per-key quotas
  • Usage metering
  • Request IDs
  • Structured response envelopes
  • Structured error codes
  • Rate limiting
  • Audit logs
  • Test and production environments
  • Partner access controls

πŸ—“οΈ Phase 4 β€” Private API Preview

Initial private-access categories may include:

  • Core conversation
  • Garudaa local intelligence
  • Panchang
  • Scripture search
  • Language processing
  • Vision and OCR
  • Mandi Bhav
  • Voice sessions

Access will be limited to approved internal users and partners.

πŸ—“οΈ Phase 5 β€” Public Developer Beta

Planned beta capabilities:

  • Developer registration
  • API-key dashboard
  • Free test quota
  • Paid usage plans
  • Request logs
  • Usage analytics
  • Documentation portal
  • Code examples
  • Rate-limit visibility
  • Support workflow
  • Source and freshness metadata

πŸ” Phase 6 β€” SDK and Integration Ecosystem

Potential SDKs and integrations:

  • Python
  • JavaScript
  • TypeScript
  • PHP
  • REST examples
  • Website assistant widget
  • Panchang widget
  • Scripture-search widget
  • Voice-agent integration
  • Webhooks

πŸ” Phase 7 β€” Private and Sovereign AI Deployment

Research direction:

  • On-premise Garudaa inference
  • Private enterprise deployments
  • Institution-specific knowledge systems
  • Local scripture databases
  • Secure RAG
  • Limited-connectivity operation
  • Indian-language model infrastructure
  • Regional data systems
  • Government and institutional integrations

πŸ”Œ Planned API Areas

Core Conversation

POST /api/v1/chat

Panchang

  • GET /api/v1/panchang/daily
  • GET /api/v1/panchang/rahu-kaal
  • GET /api/v1/panchang/choghadiya
  • GET /api/v1/panchang/bhadra
  • GET /api/v1/panchang/hora
  • GET /api/v1/panchang/ayanamsa

Scripture

  • POST /api/v1/scriptures/search
  • Chapter and verse retrieval endpoints

Language

POST /api/v1/language/process

Vision and OCR

POST /api/v1/vision/analyze

Agriculture and Mandi

  • GET /api/v1/mandi/prices
  • POST /api/v1/agriculture/advice

Voice

  • POST /api/v1/voice/session
  • POST /api/v1/voice/transcribe
  • POST /api/v1/voice/synthesize

Automation

  • POST /api/v1/automation/plan
  • POST /api/v1/automation/execute
  • Task-status endpoint

πŸ›‘οΈ Safety and Reliability Roadmap

  • Exact-source preference
  • Calculation-first Panchang
  • Source attribution
  • Retrieval-mode disclosure
  • Confidence-aware vision
  • Medicine-information safeguards
  • Financial disclaimers
  • Confirmation for sensitive actions
  • Prompt-injection resistance
  • Cross-user memory isolation
  • Secure credential handling
  • Quota enforcement
  • Audit logging
  • Safer fallback responses

πŸ“Š Evaluation Areas

  • Hindi quality
  • English and Indian-language quality
  • Sanskrit-query understanding
  • Devanagari output
  • Instruction following
  • Hallucination rate
  • Source-grounding accuracy
  • Scripture-reference accuracy
  • Panchang calculation integrity
  • Vision and OCR confidence
  • Response latency
  • CPU and GPU performance
  • API reliability
  • Quota accuracy
  • Voice continuity
  • Fallback behaviour

πŸ“… Development Updates

Daily and milestone updates:

https://github.com/brahm-ai-official/brahm-ai/blob/main/UPDATES.md

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