traceAI-weaviate 0.1.0

OpenTelemetry instrumentation for Weaviate vector database

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