traceAI-milvus
OpenTelemetry instrumentation for Milvus vector database.
Installation
pip install traceAI-milvus
Quick Start
from fi_instrumentation import register
from traceai_milvus import MilvusInstrumentor
from pymilvus import MilvusClient
trace_provider = register(project_name="my-rag-app")
MilvusInstrumentor().instrument(tracer_provider=trace_provider)
client = MilvusClient("milvus.db")
# All operations are traced
client.search(
collection_name="documents",
data=[[0.1, 0.2, ...]],
limit=5
)
client.insert(collection_name="documents", data=[...])
Instrumented Operations
| Operation | Span Name | Description |
|---|---|---|
search |
milvus search |
Vector similarity search |
query |
milvus query |
Scalar query with filters |
insert |
milvus insert |
Insert vectors |
upsert |
milvus upsert |
Upsert vectors |
delete |
milvus delete |
Delete vectors |
get |
milvus get |
Get vectors by ID |
create_collection |
milvus create_collection |
Create collection |
drop_collection |
milvus drop_collection |
Drop collection |
License
Apache License 2.0
1 maintainer
Metadata
1 maintainer
Release files for traceAI-milvus 0.1.0
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| traceai_milvus-0.1.0.tar.gz | 3.0 kB | Without provenance | Details for traceai_milvus-0.1.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| traceai_milvus-0.1.0-py3-none-any.whl | Python 3 | none | any | Details for traceai_milvus-0.1.0-py3-none-any.whl |
Total release size: 7.3 kB
Release files / traceai_milvus-0.1.0.tar.gz
| Download URL | traceai_milvus-0.1.0.tar.gz |
|---|---|
| Size | 3.0 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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Release files / traceai_milvus-0.1.0-py3-none-any.whl
| Download URL | traceai_milvus-0.1.0-py3-none-any.whl |
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| Size | 4.3 kB |
| Tags | Python 3 |
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