Add async Python client#83
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* feat: add batch insert and search (#74) Signed-off-by: Arshdeep54 <balarsh535@gmail.com> * Inmemory storage implementation (#82) * Implement in-memory storage engine * Wire in-memory storage through API snapshots * Add HTTP smoke coverage for in-memory storage * Handle in-memory storage errors in gRPC * Add in-memory checkpoint header * Add async Python client (#83) * Add async Python client * Deduplicate Python gRPC connection helpers * Benchmarking optimizations (#84) * Reduce in-memory checkpoint lock scope * Optimize HNSW distance calculations * Expose HNSW tuning parameters * Add Python batch vector client methods * Expose KD-tree rebuild tuning parameters * Update tui with new name and details (#79) * Support query-time HNSW ef * Async batch support (#85) * Update Python client to support batch insert and search * Add batch support to the async client * Add master test script for all usage example files Run linter on client/python * Add test for api parity between sync and async classes --------- Signed-off-by: Arshdeep54 <balarsh535@gmail.com> Co-authored-by: Arshdeep Singh <110114582+Arshdeep54@users.noreply.github.com> Co-authored-by: Khushal Agrawal <117133859+SK1PPR@users.noreply.github.com> Co-authored-by: Khushal Agrawal <dev@khushal.net> Co-authored-by: Prachet Patel <patelprachet@gmail.com>
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Summary
AsyncVortexDBas a separate async client classgrpc.aiofor non-blocking gRPC callsTesting
python -m compileall vortexdb testsuv run --extra dev pytest -q