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Author:
Sooraj Thomas
Summary:
A Python SDK for AI application observability that provides OpenTelemetry-based monitoring, tracing, and PII protection for LLM and vector database applications. Enables easy instrumentation, session tracking, and privacy-focused data collection for AI systems in production environments.
Latest version:
0.1.83
Required dependencies:
json-repair
|
opentelemetry-api
|
opentelemetry-exporter-otlp-proto-http
|
opentelemetry-instrumentation-aio-pika
|
opentelemetry-instrumentation-aiohttp-client
|
opentelemetry-instrumentation-aiokafka
|
opentelemetry-instrumentation-aiopg
|
opentelemetry-instrumentation-asyncclick
|
opentelemetry-instrumentation-asyncio
|
opentelemetry-instrumentation-asyncpg
|
opentelemetry-instrumentation-aws-lambda
|
opentelemetry-instrumentation-boto3sqs
|
opentelemetry-instrumentation-botocore
|
opentelemetry-instrumentation-cassandra
|
opentelemetry-instrumentation-celery
|
opentelemetry-instrumentation-click
|
opentelemetry-instrumentation-confluent-kafka
|
opentelemetry-instrumentation-django
|
opentelemetry-instrumentation-elasticsearch
|
opentelemetry-instrumentation-falcon
|
opentelemetry-instrumentation-fastapi
|
opentelemetry-instrumentation-flask
|
opentelemetry-instrumentation-grpc
|
opentelemetry-instrumentation-httpx
|
opentelemetry-instrumentation-jinja2
|
opentelemetry-instrumentation-kafka-python
|
opentelemetry-instrumentation-logging
|
opentelemetry-instrumentation-mysql
|
opentelemetry-instrumentation-mysqlclient
|
opentelemetry-instrumentation-pika
|
opentelemetry-instrumentation-psycopg
|
opentelemetry-instrumentation-psycopg2
|
opentelemetry-instrumentation-pymemcache
|
opentelemetry-instrumentation-pymongo
|
opentelemetry-instrumentation-pymssql
|
opentelemetry-instrumentation-redis
|
opentelemetry-instrumentation-remoulade
|
opentelemetry-instrumentation-requests
|
opentelemetry-instrumentation-sqlalchemy
|
opentelemetry-instrumentation-sqlite3
|
opentelemetry-instrumentation-starlette
|
opentelemetry-instrumentation-system-metrics
|
opentelemetry-instrumentation-threading
|
opentelemetry-instrumentation-tornado
|
opentelemetry-instrumentation-tortoiseorm
|
opentelemetry-instrumentation-urllib
|
opentelemetry-instrumentation-urllib3
|
opentelemetry-sdk
|
traceloop-sdk
Optional dependencies:
presidio-analyzer
|
presidio-anonymizer
|
stanza
|
transformers
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