traceAI-lancedb 0.1.0

OpenTelemetry instrumentation for LanceDB vector database

traceAI-lancedb

OpenTelemetry instrumentation for LanceDB embedded vector database.

Installation

pip install traceAI-lancedb

Quick Start

from fi_instrumentation import register
from traceai_lancedb import LanceDBInstrumentor
import lancedb

trace_provider = register(project_name="my-rag-app")
LanceDBInstrumentor().instrument(tracer_provider=trace_provider)

db = lancedb.connect("~/.lancedb")
table = db.open_table("documents")

# All operations are traced
results = table.search([0.1, 0.2, ...]).limit(5).to_list()
table.add([{"vector": [...], "text": "..."}])

Instrumented Operations

Operation	Span Name	Description
search	lancedb search	Vector similarity search
add	lancedb add	Add records to table
update	lancedb update	Update records
delete	lancedb delete	Delete records
create_table	lancedb create_table	Create new table
drop_table	lancedb drop_table	Drop table
open_table	lancedb open_table	Open existing table

License

Apache License 2.0