Rerank

from synapsai import SynapsAI

model = SynapsAI("your-api-key")

response = model.rerank.create(
    model="model-id",
    query="What is the capital of France?",
    documents=[
        "Paris is the capital and most populous city of France.",
        "Berlin is the capital of Germany.",
        "Madrid is the capital of Spain."
    ],
    top_n=2,
    max_tokens_per_doc=4096
)

for result in response.results:
    print("Index:", result.index)
    print("Relevance Score:", result.relevance_score)
    print("Document:", result.document)
    print("---")

curl -X POST https://api.synapsai.cloud/v1/rerank \
  -H "Authorization: Bearer $SYNAPSAI_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
        "model": "model-id",
        "query": "What is the capital of France?",
        "documents": [
          "Paris is the capital and most populous city of France.",
          "Berlin is the capital of Germany.",
          "Madrid is the capital of Spain."
        ],
        "top_n": 2,
        "max_tokens_per_doc": 4096
    }'

from synapsai import SynapsAI

model = SynapsAI("your-api-key")

response = model.rerank.create(
    model="model-id",
    query="Which document talks about pricing and billing?",
    documents=[
        "You can manage your API keys from the dashboard settings page.",
        "Billing is calculated based on model usage and output tokens.",
        "Team members can be invited from the organization settings page.",
        "Rate limits vary by model and subscription tier."
    ],
    top_n=3
)

for result in response.results:
    print("Index:", result.index)
    print("Relevance Score:", result.relevance_score)
    print("Document:", result.document)
    print("---")

curl -X POST https://api.synapsai.cloud/v1/rerank \
  -H "Authorization: Bearer $SYNAPSAI_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
        "model": "model-id",
        "query": "Which document talks about pricing and billing?",
        "documents": [
          "You can manage your API keys from the dashboard settings page.",
          "Billing is calculated based on model usage and output tokens.",
          "Team members can be invited from the organization settings page.",
          "Rate limits vary by model and subscription tier."
        ],
        "top_n": 3,
        "max_tokens_per_doc": 4096
    }'