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Andrey VasnetsovandClaude Fable 5
328116f81e
The `average_vector` recommend strategy folds the examples into one query vector. That fold lived in `collection::recommendations`, though it only touches segment/sparse types (`VectorRef`, `VectorInternal`, `SparseVector::combine_aggregate`, `TypedMultiDenseVector`); edge-based consumers (the serverless search worker) had to re-implement it because the `collection` crate is the whole node layer. Move `avg_vector_for_recommendation` (+ its private `avg_vectors` / `merge_positive_and_negative_avg`) next to `RecoQuery` in `segment::vector_storage::query`, returning `OperationResult` (validation errors map to `CollectionError::BadInput` as before), keep the two collection call sites on it, and re-export it — plus `VectorRef`, needed to call it — from edge. Tests move along, plus one for the fold itself. Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
This dir contains a Justfile with recipes to build/check/run examples for edge packages. Install https://github.com/casey/just to use it.
Rust Qdrant Edge package
Rust Qdrant Edge workspace lives in the publish directory. It's a separate workspace, not tied to the main workspace.
The qdrant-edge package is autogenerated by the amalgamate.py script and placed in the ./publish/qdrant-edge directory (gitignored).
If you need to make changes in the qdrant-edge package, edit the original packages in this repo (/lib in the repo root).
just rs-examples
# Or, manually:
./amalgamate.py
cargo check -p examples
cargo run -p examples --bin demo
cargo run -p examples --bin …
(see full binary list in publish/examples/src/bin)
How to publish Rust Package to crates.io
- Update the
VERSIONin publish/amalgamate.py. - Run Qdrant Edge Rust Release workflow.
Python Qdrant Edge package
It's in the python directory. It's part of the main workspace, unlike the Rust package.
just py-build
just py-examples
Or, manually:
# Setup environment
cd lib/edge/python
python -m venv .venv
source .venv/bin/activate
pip install --user maturin
# Build and install the package:
cd lib/edge/python
maturin develop --no-default-features
# Run example:
python examples/demo.py