txtai-mixedbread.py

from txtai import Embeddings

data = [
  "US tops 5 million confirmed virus cases",
  "Canada's last fully intact ice shelf has suddenly collapsed, forming a Manhattan-sized iceberg",
  "Beijing mobilises invasion craft along coast as Taiwan tensions escalate",
  "The National Park Service warns against sacrificing slower friends in a bear attack",
  "Maine man wins $1M from $25 lottery ticket",
  "Make huge profits without work, earn up to $100,000 a day"
]

# Create an embeddings
embeddings = Embeddings(
  path="mixedbread-ai/mxbai-embed-2d-large-v1",
  dimensionality=384,
  content=True
)
embeddings.index(data)

# Run an embeddings search
embeddings.search("feel good story")