How

[Ldeveloper-Ui]

How many Large Libraries are available?

[1minds3t]

omnipkg doesn't come with any pre-installed libraries (beyond its own minimal dependencies). Instead, it gives you access to the entire PyPI ecosystem - that's over 500,000+ packages, including all large libraries like:

TensorFlow (all versions)
PyTorch (all versions)
NumPy, SciPy, Pandas (all versions)
Django, Flask, FastAPI (all versions)
And literally any other package on PyPI

The key difference: Unlike traditional environments where you can only have ONE version of each package, omnipkg lets you have infinite versions of any package AND infinite Python versions in a single environment.
For example, you can simultaneously have:

tensorflow==2.13.0, tensorflow==2.15.0, tensorflow==2.20.0
numpy==1.24.3, numpy==1.26.4, numpy==2.0.0
Python 3.9, 3.10, 3.11, 3.12, 3.13, 3.14 (all versions, see my demo above)

With v1.6.2's Universal Runtime Healing, omnipkg accepts Python code ANY way you throw it at it:

Scripts: 8pkg run script.py
Inline code: 8pkg run python -c "import numpy; print(numpy.version)"
Heredocs: 8pkg run python <<EOF or python <<'EOF' or python <<"EOF"
Pipes: cat script.py | 8pkg run python or echo "code" | 8pkg run python
Multi-line strings: Using ''', """, or any shell quoting
Shell commands: 8pkg run http --version (so binaries too)
Bash scripts: Any bash/shell script that uses Python

If ANY of these fail due to missing packages or version conflicts, omnipkg:

Auto-detects the error
Installs missing packages in a batch
Heals the environment with isolated bubbles
Re-runs successfully - often 5-7x faster than the original failure

For example, even if your environment is broken (like urllib3 version conflicts breaking httpie), 8pkg run http --version automatically creates an isolated bubble and runs successfully 5.34x faster than the broken bash attempt.
You install packages the normal way: 8pkg install - omnipkg handles all the version isolation, conflict resolution, and automatic healing. No setup, no configuration, it just works.