Python SDK for LangTrace

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License: GNU Affero General Public License v3 or later (AGPLv3+) (AGPL-3.0-or-later)

Author: Scale3 Labs

Maintainer: ['Ali Waleed', 'Darshit Suratwala', 'Dylan Zuber', 'Karthik Kalyanaraman', 'Obinna Okafor', 'Rohit Kadhe', 'Yemi Adejumobi']

Requires: Python >=3.6

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Project description

LangTrace

LangTrace is a Python package designed to instrument traces of various Language Model as a Service (LLMS) products, such as OpenAI and Anthropic, as well as vector databases like Pinecone. This package provides functionalities to capture and analyze traces, allowing users to gain insights into the behavior and performance of these systems.

Features

  • Trace Instrumentation: LangTrace enables the instrumentation of LLMS products and vector databases to capture detailed traces of their operations.
  • Compatibility: LangTrace is compatible with various LLMS products, including OpenAI and Anthropic, as well as vector databases like Pinecone and Chroma which adhere to OpenTelemetry standards

    • Install the SDK

    pip install langtrace-python-sdk

    Usage

    from langtrace_python_sdk import langtrace

langtrace.init()

    Voila! now you're all set.

    Examples

    Log Traces

    from langtrace_python_sdk import langtrace

langtrace.init(log_spans_to_console=True)

    Export traces to an external endpoint.

    Add the endpoint url inside .env as LANGTRACE_URL

    from langtrace_python_sdk import langtrace

langtrace.init(write_to_remote_url=True)

    Support

  • OpenAI
  • Anthropic
  • Chroma
  • PineCone
  • LangChain
  • LlamaIndex

    • Project details

    Verified details

    These details have been verified by PyPI
    Maintainers
    Avatar for aliwaleed97 from gravatar.com aliwaleed97 Avatar for karthikkalyanaraman from gravatar.com karthikkalyanaraman

    Unverified details

    These details have not been verified by PyPI
    GitHub Statistics
    Meta

    License: GNU Affero General Public License v3 or later (AGPLv3+) (AGPL-3.0-or-later)

    Author: Scale3 Labs

    Maintainer: ['Ali Waleed', 'Darshit Suratwala', 'Dylan Zuber', 'Karthik Kalyanaraman', 'Obinna Okafor', 'Rohit Kadhe', 'Yemi Adejumobi']

    Requires: Python >=3.6

    Classifiers

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