Mistral: Embeddings

Generate embeddings using Mistral embeddings API on mistral-embed model.

Pre-requisite: Install Mistral AI application Profile > {Organization} > Applications to grant Zparse access.

Parameters

Application—REQUIRED

Select configured Mistral AI application.

Input

JSON Embeddings—REQUIRED

Embeddings request with model like:

{
   "embeddings": [
     {
       "identifier": <String>, # Unique identifier for given claim
       "claim": <String>, # Actual text from which we will generate embeddings vector
       "vector": [], # Empty before embeddings
       "payload": <Json>, # Additional metadata to join to your claim
     }
   ]
}

Output

JSON Embeddings—REQUIRED

Embeddings request with model like:

{
   "embeddings": [
     {
       "identifier": <String>, # Unique identifier for given claim
       "claim": <String>, # Actual text from which embeddings vector was generated
       "vector": [f32, f32, ...], # Actual vector after embeddings generation
       "payload": <Json>, # Additional metadata to join to your claim
     }
   ]
}