traceAI-weaviate
OpenTelemetry instrumentation for Weaviate vector database (v4 API).
Installation
pip install traceAI-weaviate
Quick Start
from fi_instrumentation import register
from traceai_weaviate import WeaviateInstrumentor
import weaviate
trace_provider = register(project_name="my-rag-app")
WeaviateInstrumentor().instrument(tracer_provider=trace_provider)
client = weaviate.connect_to_local()
collection = client.collections.get("Documents")
# All operations are traced
results = collection.query.near_text(query="machine learning", limit=5)
collection.data.insert(properties={"title": "My Doc", "content": "..."})
Instrumented Operations
| Operation | Span Name | Description |
|---|---|---|
near_vector |
weaviate near_vector |
Vector similarity search |
near_text |
weaviate near_text |
Text-based semantic search |
hybrid |
weaviate hybrid |
Hybrid BM25 + vector search |
bm25 |
weaviate bm25 |
Keyword search |
fetch_objects |
weaviate fetch_objects |
Fetch objects |
insert |
weaviate insert |
Insert single object |
insert_many |
weaviate insert_many |
Batch insert |
delete_by_id |
weaviate delete_by_id |
Delete by ID |
delete_many |
weaviate delete_many |
Batch delete |
License
Apache License 2.0
1 maintainer
Metadata
1 maintainer
Release files for traceAI-weaviate 0.1.0
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| File | Size | Uploaded | Provenance | Actions |
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| traceai_weaviate-0.1.0.tar.gz | 3.3 kB | Without provenance | Details for traceai_weaviate-0.1.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
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| traceai_weaviate-0.1.0-py3-none-any.whl | Python 3 | none | any | Details for traceai_weaviate-0.1.0-py3-none-any.whl |
Total release size: 8.0 kB
Release files / traceai_weaviate-0.1.0.tar.gz
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