Source: https://seerepo.com/r/llmware-ai/llmware
Markdown source: https://seerepo.com/r/llmware-ai/llmware.md
Description: llmware-ai/llmware is a Python repo with 71,264 lines written. llmware is built with Streamlit and uses Postgres, MongoDB, Hugging Face, and OpenAI.

# What's inside llmware-ai/llmware

llmware-ai/llmware is a Python repo with 71,264 lines written. llmware is built with Streamlit and uses Postgres, MongoDB, Hugging Face, and OpenAI.

Its description on GitHub: “Unified framework for building enterprise RAG pipelines with small, specialized models”

Python · Apache-2.0 · 14,822 stars · GitHub: https://github.com/llmware-ai/llmware

Read on November 8, 2026, at commit 33b611a.

## More on this repo

- [What is llmware built with?](https://seerepo.com/r/llmware-ai/llmware/built): llmware is built with Streamlit and uses Postgres, MongoDB, Hugging Face, and OpenAI.
- [How much of llmware did AI write?](https://seerepo.com/r/llmware-ai/llmware/ai): No AI tool signed any of the 1,352 commits of llmware.

## In figures

- 71,264 lines written: The ones people and agents wrote: product, tests, schemas and tooling. Generated code doesn’t count.
- 207 source files: The same as the lines: product, tests, schemas and tooling. What’s generated doesn’t count.
- 18 test files: The files that test the code.
- 17 technologies: Each service with the file and line that prove it.

SeeRepo read the facts in its code and kept none of it. AI only helps sort its packages and folders by their names, and never sees its code.

## Frequently asked questions

### What is llmware-ai/llmware?

llmware-ai/llmware is a Python repo with 71,264 lines written. Its description on GitHub: “Unified framework for building enterprise RAG pipelines with small, specialized models”

The proof: [its page on GitHub](https://github.com/llmware-ai/llmware)

### What is llmware built with?

llmware is built with Streamlit and uses Postgres, MongoDB, Hugging Face, and OpenAI.

The proof: [each service with its file and line](https://seerepo.com/r/llmware-ai/llmware/built)

### What license does llmware have?

llmware is released under the Apache-2.0 license.

The proof: [its page on GitHub](https://github.com/llmware-ai/llmware)

### How many stars does llmware have on GitHub?

llmware had 14,822 stars on GitHub on November 8, 2026.

The proof: [its page on GitHub](https://github.com/llmware-ai/llmware)

## Add this badge to your README

It links to this page and updates itself each time SeeRepo reads the repo.

```markdown
[![llmware-ai/llmware on SeeRepo](https://seerepo.com/badge/llmware-ai/llmware.svg)](https://seerepo.com/r/llmware-ai/llmware?de=insignia)
```

## 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.