rag-params-lib

Overview

Extracts structured parameters from queries (brand, color, size, top-k).

Usage

cd rag-params-lib
python -m rag_params_lib "Nike black size 42"
python -m rag_params_lib "Adidas white size 42"

Examples

Query with Nike

python -m rag_params_lib "Nike black size 42"

# Params from query
{
  "route": "products",
  "filters": {"brand": "nike", "color": "black"},
  "top_k": 10
}

Query with Adidas

python -m rag_params_lib "Adidas white size 42"

# Params from query
{
  "route": "products",
  "filters": {"brand": "adidas", "color": "white"},
  "top_k": 10
}

---

Edge case (no brand/color)

python -m rag_params_lib "random text"

# Params from query
{
  "route": "products",
  "filters": {},
  "top_k": 10
}