A Python library for benchmarking Weaviate's Query Agent!
Project description
Query Agent Benchmarking
This repo contains a tool for benchmarking the performance of Weaviate's Query Agent.
Populate Weaviate with benchmark data:
uv run python query_agent_benchmarking/populate-db.py
Run eval:
uv run python scripts/run-benchmark.py
See benchmarker/config.yml to change the dataset populated in your Weaviate instance, as well as ablate hybrid-search or query-agent-search-only, as well as the number of samples and concurrency parameters.
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