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
1 maintainer
Metadata
1 maintainer
Release files for traceAI-lancedb 0.1.0
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| File | Size | Uploaded | Provenance | Actions |
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| traceai_lancedb-0.1.0.tar.gz | 3.1 kB | Without provenance | Details for traceai_lancedb-0.1.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
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| traceai_lancedb-0.1.0-py3-none-any.whl | Python 3 | none | any | Details for traceai_lancedb-0.1.0-py3-none-any.whl |
Total release size: 7.5 kB
Release files / traceai_lancedb-0.1.0.tar.gz
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| Size | 3.1 kB |
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