Fireworks Embedder is a class that allows you to embed documents using Fireworks.ai’s embedding models. It extends the OpenAI Embedder class and uses a compatible API interface.

Parameters

ParameterTypeDescriptionDefault
idstrThe model ID to use for embeddings"nomic-ai/nomic-embed-text-v1.5"
dimensionsintOutput dimensions of the embedding768
api_keyOptional[str]Fireworks API keyEnvironment variable FIREWORKS_API_KEY
base_urlstrBase URL for API requests"https://api.fireworks.ai/inference/v1"