Module doesn't work with txtai 7.

[dustyatx]

Tried to install and it broken my python environment for txtai.. I realized after that this is pinned to v5. I tried bumping up pyproject.toml got it to install but it didn't write anything to Qdrant..

Any chance you'd revisit this and update it?

[kacperlukawski]

Hello @dustyatx We definitely need to have a closer look, but this integration was not actively maintained for a while. We are open to contributions if you were successful in using it with the most recent version of txtai.

[miary]

Confirming that qdrant-txtai does not work with version 7. Really too bad, it would have been so powerful to combine both!!

[kacperlukawski]

@dustyatx @miary We've just released 2.0.0. Could you please upgrade?

[miary]

Perfect!!! Excellent upgrade. I tested qdrant-txtai 2.0.0, qdrant , run qdrant latest through Docker, txtai 7.1.0.
The out-of-the-box test script works really great:
import txtai
import os

os.environ["config"] = "app.yml"

embeddings = txtai.Embeddings()
embeddings.index(["Correct", "Not what we hoped"])
result = embeddings.search("positive", 1)
print(result)

However, I could not find any way to query an existing collection. I tried this as app.yml but it didn't work:
embeddings:
path: sentence-transformers/all-MiniLM-L6-v2
backend: qdrant_txtai.ann.qdrant.Qdrant
metric: cosine
qdrant:
host: localhost
port: 6333
grpc_port: 6334
prefer_grpc: true
collection: startups
search_params:
hnsw_ef: 256

What is the way to query from an existing collection?