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Mister2005/Cross-Encoder-Reranking-API

sourceHugging Faceupdated 1mo agoView on Hugging Face
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App README

⚖️ FinReg BGE Cross-Encoder Reranking API

High-performance cloud cross-encoder re-ranking service powered by `BAAI/bge-reranker-base`.


🚀 Quick Usage (POST /rerank)

Request

json
POST /rerank
Content-Type: application/json

{
  "query": "What are Priority Sector Lending targets under RBI norms?",
  "documents": [
    "RBI Circular on Priority Sector Lending: Domestic commercial banks must achieve 40% of ANBC...",
    "SEBI Mutual Fund regulations: AMCs must maintain minimum net worth of Rs 50 Crore...",
    "PMLA Act: Banking entities must retain transaction records for 5 years..."
  ],
  "top_k": 2
}

Response

json
{
  "query": "What are Priority Sector Lending targets under RBI norms?",
  "model": "BAAI/bge-reranker-base",
  "total_evaluated": 3,
  "latency_ms": 42.5,
  "scores": [0.954, 0.001, 0.002],
  "ranked_indices": [0, 2, 1],
  "ranked_results": [
    {
      "rank": 1,
      "original_index": 0,
      "score": 0.954,
      "document": "RBI Circular on Priority Sector Lending: Domestic commercial banks must achieve 40% of ANBC..."
    }
  ]
}