Catalog/rag-cosine-similarity

Retrieval

Cosine similarity of vectors API

Returns cosine similarity, distance, and angle between two embedding vectors plus a similarity interpretation. Answers 'How similar are these two embeddings?', 'What is the cosine distance between vector a and b?'.

Price$0.01per request
MethodPOST
Route/v1/retrieval/cosine-similarity
StatusLive
MIME typeapplication/json
Rate limit120/minute
Cache0s public
cosinesimilarityembeddingvectorretrievalsemanticdistancerag
API URLhttps://x402.hexl.dev/v1/retrieval/cosine-similarity
Integration docs
Example request
{
  "a": [
    0.2,
    0.5,
    0.8
  ],
  "b": [
    0.1,
    0.6,
    0.7
  ]
}
Example response
{
  "cosineSimilarity": 0.98399292,
  "cosineDistance": 0.01600708,
  "angleDegrees": 10.2654,
  "dimensions": 3,
  "interpretation": "near-duplicate",
  "formula": "cos = dot(a,b) / (|a|*|b|)"
}
Input schema
{
  "type": "object",
  "required": [
    "a",
    "b"
  ],
  "properties": {
    "a": {
      "type": "array",
      "items": {
        "type": "number"
      },
      "description": "first vector"
    },
    "b": {
      "type": "array",
      "items": {
        "type": "number"
      },
      "description": "second vector"
    }
  }
}
Output schema
{
  "type": "object",
  "additionalProperties": true
}