Type: mistral.embeddings.Embedding
Namespace: mistral.embeddings
Description
Generate vector embeddings using Mistral AI. mistral, embeddings, vectors, semantic, similarity, search
Uses Mistral AI's embedding model to create dense vector representations of text.
These vectors capture semantic meaning, enabling:
- Semantic search
- Text clustering
- Document classification
- Recommendation systems
- Measuring text similarity
Requires a Mistral API key.
Properties
| Property | Type | Description | Default |
|---|---|---|---|
| input | str |
The text to embed | `` |
| model | enum |
The embedding model to use | mistral-embed |
| chunk_size | int |
Size of text chunks for embedding | 4096 |
Outputs
| Output | Type | Description |
|---|---|---|
| output | list |
Related Nodes
Browse other nodes in the mistral.embeddings namespace.