What is kirara-ai built with?
kirara-ai is a Python repo built with FastAPI, hypercorn, quart, and AIOHTTP. It reaches it with SQLAlchemy and alembic, signs people in with bcrypt and pyjwt, uses AI through mcp, makes its content with python-magic-bin, pillow, python-magic, and telegramify-markdown, validates its data with pydantic-core and Pydantic, is tested with Pytest and pytest-asyncio, deploys with loguru and psutil, and uses Redis. It has 29,567 written lines, with 69 test files.
Read on November 6, 2026, at commit 36249e4. Read it as markdown
Backend
The base 2
- FastAPI4 files
- hypercorn3 files
Data 1
Data access 2
- SQLAlchemy4 files
- alembic1 file
AI 1
mcp3 files
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Frequently asked questions
What language is kirara-ai written in?
What framework does kirara-ai use?
What does kirara-ai sign people in with?
Does kirara-ai use AI?
What services does kirara-ai use?
The proof: kirara_ai/memory/persistences/redis_persistence.py, line 21
Does kirara-ai have tests?
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