Source: https://seerepo.com/r/hydra-ecosystem/hydra/built
Markdown source: https://seerepo.com/r/hydra-ecosystem/hydra/built.md
Description: hydra is a Python repo built with AIOHTTP and Ray. It uses AI through ax-platform, torch, nevergrad, and Optuna.

# What is hydra built with?

hydra is a Python repo built with AIOHTTP and Ray. It uses AI through ax-platform, torch, nevergrad, and Optuna, is tested with pytest-benchmark, Pytest, and fakeredis, deploys with colorlog, boto3, and submitit, and uses rq. It has 71,178 written lines, with 250 test files.

Read on November 13, 2026, at commit fdd1cbb.

Repository: https://github.com/hydra-ecosystem/hydra

## Backend

### Data

- **rq**: 1 file

### AI

- **ax-platform**
- **[torch](https://seerepo.com/uses/torch)**
- **nevergrad**: 1 file
- **Optuna**: 1 file

## Support

### The base

- **[AIOHTTP](https://seerepo.com/uses/aiohttp)**
- **[Ray](https://seerepo.com/uses/ray)**: 3 files

### Testing

- **pytest-benchmark**
- **Pytest**: 57 files
- **fakeredis**: 1 file

### Deploy

- **[colorlog](https://seerepo.com/uses/colorlog)**
- **[boto3](https://seerepo.com/uses/boto3)**: 1 file
- **submitit**: 1 file

### Tools

- **bandit**
- **build**
- **coverage**
- **pre-commit**
- **pyrefly**
- **Ruff**
- **towncrier**
- **twine**
- **types-setuptools**
- **yamllint**
- **Setuptools**: 2 files
- **packaging**: 1 file

### Other

- **#**
- **hydra-core**
- **omegaconf**: 53 files
- **cloudpickle**: 3 files
- **attrs**: 2 files
- **joblib**: 1 file

## Other repos with a similar stack

- [ray-project/ray](https://seerepo.com/r/ray-project/ray/built): AIOHTTP, Ray, ax-platform, torch, nevergrad, Optuna, colorlog, boto3 · [Compare](https://seerepo.com/compare/hydra-ecosystem/hydra/vs/ray-project/ray)
- [run-llama/llama_index](https://seerepo.com/r/run-llama/llama_index/built): AIOHTTP, Ray, torch, boto3 · [Compare](https://seerepo.com/compare/hydra-ecosystem/hydra/vs/run-llama/llama_index)
- [arc53/DocsGPT](https://seerepo.com/r/arc53/DocsGPT/built): AIOHTTP, torch, colorlog, boto3 · [Compare](https://seerepo.com/compare/arc53/DocsGPT/vs/hydra-ecosystem/hydra)
- [vllm-project/vllm](https://seerepo.com/r/vllm-project/vllm/built): AIOHTTP, Ray, torch · [Compare](https://seerepo.com/compare/hydra-ecosystem/hydra/vs/vllm-project/vllm)
- [bojieli/ai-agent-book](https://seerepo.com/r/bojieli/ai-agent-book/built): AIOHTTP, torch, colorlog · [Compare](https://seerepo.com/compare/bojieli/ai-agent-book/vs/hydra-ecosystem/hydra)
- [freqtrade/freqtrade](https://seerepo.com/r/freqtrade/freqtrade/built): AIOHTTP, torch, Optuna · [Compare](https://seerepo.com/compare/freqtrade/freqtrade/vs/hydra-ecosystem/hydra)

## Frequently asked questions

### What language is hydra written in?

hydra is written in Python, with 71,178 written lines.

### What framework does hydra use?

hydra is built with AIOHTTP and Ray.

### Does hydra use AI?

Yes. hydra uses AI through ax-platform, torch, nevergrad, and Optuna.

### What services does hydra use?

hydra uses rq.

### Does hydra have tests?

Yes. hydra has 250 test files and is tested with pytest-benchmark, Pytest, and fakeredis.

### Which repos have a stack like hydra's?

The ones that share most of its stack: ray-project/ray, run-llama/llama_index, and arc53/DocsGPT.

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.