total_codes int64 | embedding_dimension int64 | index_type string | model string | categories dict |
|---|---|---|---|---|
8,725 | 1,024 | HNSW | BAAI/bge-m3 | {
"Procedures/Services": 2013,
"Drugs": 1153,
"Orthotics/Prosthetics": 940,
"Temporary Codes": 782,
"Medical Supplies": 706,
"DME": 684,
"Hospital Outpatient": 599,
"Private Payer": 554,
"Medical Services": 430,
"Vision/Hearing": 223,
"Medical Supplies - Catheters": 165,
"State Medicaid": 144,
... |
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
FAISS Indices Directory
This directory contains the pre-built FAISS indices for all medical ontologies.
Included Indices
indices/
├── icd10_bge_m3/ # ICD-10-CM diagnosis codes (4.4GB)
│ ├── faiss.index
│ └── metadata.pkl
├── snomed_bge_m3/ # SNOMED CT clinical concepts (3.1GB)
│ ├── faiss.index
│ └── metadata.pkl
├── loinc_bge_m3/ # LOINC laboratory codes (896MB)
│ ├── faiss.index
│ └── metadata.pkl
├── rxnorm_bge_m3/ # RxNorm medication concepts (2.2GB)
│ ├── faiss.index
│ └── metadata.pkl
└── hcpcs_bge_m3/ # HCPCS medical devices & supplies (74MB)
├── faiss.index
└── metadata.pkl
Total Size: ~10.7GB
These indices are essential for the system to function and have been pre-built with:
- BGE-M3 embeddings (1024 dimensions)
- FAISS HNSW indexing for fast similarity search
- Complete medical ontology coverage
- UMLS Metathesaurus synonym enhancement
Note on Repository Size
Due to the large size of these indices, cloning this repository will take some time and require sufficient disk space. Consider using Git LFS or shallow cloning if needed.
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