Search Alchemy
Building Production Search Pipelines with Fireworks AI
Four progressive stages demonstrating production-grade semantic search: BM25 → Vector Embeddings → Query Expansion → Reranking
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Category
Query Specificity
Explore the dataset used for this search demo
Dataset Category Distribution
| Category | Count | Percentage |
|---|---|---|
| Toys & Games | 650 | 26.2% |
| Home & Kitchen | 632 | 25.4% |
| Clothing, Shoes & Jewelry | 547 | 22.0% |
| Sports & Outdoors | 461 | 18.6% |
| Baby Products | 194 | 7.8% |
| Total | 2,484 | 100.0% |
Sample Products from Dataset
| Product Name | Main Category | Secondary Category | Description |
|---|---|---|---|
| SignMission Big Cookies 72" Banner Concession Stand Food Truck Single Sided, Size: 24" X 72" | Home & Kitchen | Home Décor | Proudly Made In The USA – Buy with confidence from an American owned and operate... |
| PAW Patrol Boys' Toddler Group Short Sleeve T-Shirt, Navy Heather, 3T | Clothing, Shoes & Jewelry | Novelty & More | Great Condition. |
| Bachmann Trains E-Z TRACK REVERSING 18" RADIUS CURVED (4/card) - NICKEL SILVER Rail With Grey Roadbed - HO Scale | Toys & Games | Hobbies | Nickel Silver Rail with Gray Roadbed. |
| Fun World Black Skull Lord Ninja Costume | Clothing, Shoes & Jewelry | Costumes & Accessories | Great Condition. |
| The Complete Common Core: State Standards Kit, Grade 5 | Toys & Games | Learning & Education | Pre-printed, easily organized system that provides an entire list of Common Core... |