Source: https://seerepo.com/r/LearningCircuit/local-deep-research
Markdown source: https://seerepo.com/r/LearningCircuit/local-deep-research.md
Description: LearningCircuit/local-deep-research is a Python repo with 1,820,812 lines written. AI signed 1.2% of the 7,056 commits of local-deep-research.

# What's inside LearningCircuit/local-deep-research

LearningCircuit/local-deep-research is a Python repo with 1,820,812 lines written. local-deep-research is built with anyio, FastAPI, starlette, and 3 more and uses OpenAI. AI signed 1.2% of the 7,056 commits of local-deep-research.

Its description on GitHub: “~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.”

Python · MIT · 9,582 stars · GitHub: https://github.com/LearningCircuit/local-deep-research

Read on November 14, 2026, at commit 3d6e615.

## More on this repo

- [What is local-deep-research built with?](https://seerepo.com/r/LearningCircuit/local-deep-research/built): local-deep-research is built with anyio, FastAPI, starlette, and 3 more and uses OpenAI.
- [How much of local-deep-research did AI write?](https://seerepo.com/r/LearningCircuit/local-deep-research/ai): AI signed 1.2% of the 7,056 commits of local-deep-research.

## In figures

- 1,820,812 lines written: The ones people and agents wrote: product, tests, schemas and tooling. Generated code doesn’t count.
- 712 product files: The product’s own files. Test files are counted apart.
- 3,252 test files: The files that test the code.
- 78 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 LearningCircuit/local-deep-research?

LearningCircuit/local-deep-research is a Python repo with 1,820,812 lines written. Its description on GitHub: “~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.”

The proof: [its page on GitHub](https://github.com/LearningCircuit/local-deep-research)

### What is local-deep-research built with?

local-deep-research is built with anyio, FastAPI, starlette, and 3 more and uses OpenAI.

The proof: [each service with its file and line](https://seerepo.com/r/LearningCircuit/local-deep-research/built)

### How much of local-deep-research did AI write?

AI signed 1.2% of the 7,056 commits of local-deep-research.

The proof: [the commits each tool signed](https://seerepo.com/r/LearningCircuit/local-deep-research/ai)

### What license does local-deep-research have?

local-deep-research is released under the MIT license.

The proof: [its page on GitHub](https://github.com/LearningCircuit/local-deep-research)

### How many stars does local-deep-research have on GitHub?

local-deep-research had 9,582 stars on GitHub on November 14, 2026.

The proof: [its page on GitHub](https://github.com/LearningCircuit/local-deep-research)

## Add this badge to your README

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

```markdown
[![LearningCircuit/local-deep-research on SeeRepo](https://seerepo.com/badge/LearningCircuit/local-deep-research.svg)](https://seerepo.com/r/LearningCircuit/local-deep-research?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.