Fireworks Embedder

Generate 768-dimensional embeddings through the Fireworks API.

FireworksEmbedder defaults to nomic-ai/nomic-embed-text-v1.5 with 768 dimensions.

fireworks_embedder.py

from agno.knowledge.embedder.fireworks import FireworksEmbedder

embedder = FireworksEmbedder()
embedding = embedder.get_embedding("The quick brown fox jumps over the lazy dog.")

print(embedding[:5])
print(len(embedding))

Run the Example

1. Set up your virtual environment

   Mac

   uv venv --python 3.12
   source .venv/bin/activate
   

   uv venv --python 3.12
   .venv\Scripts\activate
   
2. Export the API key

   export FIREWORKS_API_KEY=your_fireworks_api_key_here
   
3. Install dependencies

   uv pip install -U agno openai
   
4. Run the example

   python fireworks_embedder.py
   

Developer Resources

• FireworksEmbedder reference
• Fireworks embeddings
• Embedders overview