GitHub - douglasjordan2/minimal-python-RAG: minimal RAG prototype coded by hand in python to prove knowledge of the basics: chunking, embeddings, model orchestration, evaluation

minimal RAG in python

i built this from scratch by hand, 0 vibe-coding involved

i used AI only to generate content.txt and the golden set JSON (i think that's reasonable)

purpose: to prove my ability to use python and my knowledge of RAG systems

usage:
uv run python -m main --chat chat about context.txt
uv run python -m main --eval run the eval harness

Name		Name	Last commit message	Last commit date
Latest commit History 7 Commits
.gitignore		.gitignore
.python-version		.python-version
README.md		README.md
chunk.py		chunk.py
content.txt		content.txt
cosine.py		cosine.py
golden_set.json		golden_set.json
llm.py		llm.py
main.py		main.py
pyproject.toml		pyproject.toml
uv.lock		uv.lock