Shoolini AI — Playground

AI Models

⚡ Qwen 2.5 7B (Fast)

Fast inference model for chat, summaries, and exam prep. Good for high-throughput tasks.

Port 8001

🎯 Gemma 4 31B AWQ (Quality)

Quality inference model for grading, paper analysis, and complex reasoning. Gemma 4 31B AWQ — ranked #3 on Arena AI.

Port 8002

🎙️ Whisper Large V3

Audio transcription — lectures, voice notes, recordings

Port 8003

API Endpoints

POST /api/chat/ LLM chat

POST /api/grade/ AI grading

POST /api/transcribe/ Audio → text

POST /api/embed/ Embeddings

POST /api/search/ RAG search

GET /health/ Health check

Python 3.12

Django 5.1

PostgreSQL 16+pgvector

Redis 7

Celery async

Gunicorn 4 workers

sentence-transformers faster-whisper vLLM pgvector scikit-learn pytesseract OpenAI-compatible API

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