AI Pipeline Live — Whisper STT + Qwen 2.5 7B + Kokoro TTS — RTX 5070 Ti GPU Checking...
GPC Agro · AI Voice Pipeline

Hindi AI Voice
for Agriculture

Krishi AI powers intelligent voice interactions for farmers, dealers, and distributors — in Hindi, end to end.

🎙️ Open User Panel 📊 Admin Dashboard Learn More ↓
5
Datasets
97.6%
LLM Accuracy
<3s
Pipeline Latency
4
Hindi Voices
Architecture
End-to-End Voice Pipeline
Every farmer call goes through 3 AI stages in under 3 seconds — from voice to intelligence to voice.
🎙️
Speech Input
Hindi audio
🔊
Whisper STT
faster-whisper-large
🧠
Qwen 2.5 LLM
gpc-hindi-v2 (7B)
🔈
Kokoro TTS
4 Hindi voices
✅
Voice Response
Hindi audio out
🏗️
GPU Backend
RTX 5070 Ti (16GB VRAM) on Vast.ai. All AI runs on dedicated GPU — Whisper, Qwen, and Kokoro loaded in memory.
🌐
Hostinger Frontend
Admin and User panels hosted on Hostinger. Zero Odoo dependency — standalone architecture with PostgreSQL on GPU server.
☁️
AWS S3 Backup
All trained models backed up to S3 bucket agricul-vast-ai. Restore to a new GPU instance in 30 minutes.
AI Models
Fine-Tuned for Agriculture
All models trained specifically on Hindi agricultural data from GPC Agro.
🎙️ Whisper STT
TRAINED
Base modelfaster-whisper-medium
DatasetOpenSLR Hindi
Training loss3.91 → 1.57
S3 pathmodels/whisper-hindi-gpc/
🧠 Qwen 2.5 LLM
FINE-TUNED
Base modelQwen 2.5 7B
DatasetAI4Bharat + IITB
Accuracy62.9% → 97.6%
S3 pathmodels/gpc-hindi-v2/
🔊 Kokoro TTS
ACTIVE
Voiceshf_alpha, hf_beta, hm_omega, hm_psi
LanguageHindi (Devanagari)
FormatONNX v1.0
S3 pathmodels/kokoro-v1.0.onnx
Access
Two Panels
Separate interfaces for admins managing the system and users interacting with the AI.
📊
Admin Panel
Manage training records, datasets, test results, users, and AI agents. Full CRUD access to all pipeline data.
Open Admin Panel →
🎙️
User Panel
Voice chat with AI in Hindi, run STT/LLM/TTS tests, view test history with ratings, browse training data.
Open User Panel →