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Author:
None
Summary:
TOON-Native Auto-Embedding & RAG Toolkit for MariaDB — VECTOR(N), HNSW, VEC_DISTANCE_COSINE, with TOON tabular output that saves 10-55% LLM tokens vs JSON.
Latest version:
0.1.7
Required dependencies:
pydantic
|
pydantic-settings
|
rich
|
sqlglot
|
tiktoken
|
typer
Optional dependencies:
google-genai
|
gradio
|
hypothesis
|
mariadb
|
mypy
|
ollama
|
openai
|
pytest
|
pytest-cov
|
pytest-timeout
|
pytest-xdist
|
ruff
|
sentence-transformers
|
syrupy
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