examples: Add Qdrant CVE semantic search POC#323
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Adds a local vulnerability search example using Encoderfile for embeddings and Qdrant for vector storage.
besaleli
reviewed
Mar 16, 2026
| python main.py | ||
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| # Run a specific query | ||
| python main.py -q "SQL injection in file transfer software" |
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nit: use uv run since we're using uv tooling instead of python invocation
Addressed @besaleli's comment
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Adds a local vulnerability search example using Encoderfile for embeddings and Qdrant for vector storage.