// Without reranking - results ordered by semantic similarity
{
"results": [
{
"title": "Deep Learning Optimization Methods",
"score": 0.82,
"chunks": [
{
"content": "Various optimization algorithms like Adam, RMSprop, and SGD are used in neural network training...",
"score": 0.79
}
]
},
{
"title": "Neural Network Training Techniques",
"score": 0.81,
"chunks": [
{
"content": "Batch normalization and dropout are common regularization techniques for neural networks...",
"score": 0.78
}
]
}
],
"timing": 145
}
// With reranking - results reordered by contextual relevance
{
"results": [
{
"title": "Neural Network Training Techniques",
"score": 0.89, // Boosted by reranker
"chunks": [
{
"content": "Batch normalization and dropout are common regularization techniques for neural networks...",
"score": 0.85
}
]
},
{
"title": "Deep Learning Optimization Methods",
"score": 0.86, // Slightly adjusted
"chunks": [
{
"content": "Various optimization algorithms like Adam, RMSprop, and SGD are used in neural network training...",
"score": 0.83
}
]
}
],
"timing": 267 // Additional ~120ms for reranking
}