WhyLabs (whylabs)

WhyLabs

whylabs

Geek Repo

Observability for AI pipelines and applications. Instrument data pipelines, analyze data quality and drift, catch deviations before they cause model failures.

Location:United States of America

Home Page:http://www.whylabs.ai/

Twitter:@whylabs

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WhyLabs's repositories

whylogs

An open-source data logging library for machine learning models and data pipelines. πŸ“š Provides visibility into data quality & model performance over time. πŸ›‘οΈ Supports privacy-preserving data collection, ensuring safety & robustness. πŸ“ˆ

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langkit

πŸ” LangKit: An open-source toolkit for monitoring Large Language Models (LLMs). πŸ“š Extracts signals from prompts & responses, ensuring safety & security. πŸ›‘οΈ Features include text quality, relevance metrics, & sentiment analysis. πŸ“Š A comprehensive tool for LLM observability. πŸ‘€

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whylogs-examples

A collection of WhyLogs examples in various languages

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openllmtelemetry

Open LLM Telemetry package

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llm-traceguard

End-to-end observability with built-in security guardrails

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whylogs-container

Container code for WhyLogs

whylabs-docs

WhyLabs documentation repository

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airflow-provider-whylogs

A repo to contain whylogs operators to work with Apache Airflow

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datasketches-cpp

Core C++ Sketch Library

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whylabs-tutorials

Tutorials for WhyLabs

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langchain-examples

A collection of apps powered by the LangChain LLM framework.

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monitor-schema

A repository for the WhyLabs monitor config schema

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whylabs-client-python

Public Python client for WhyLabs API

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whylogs-container-python-client

Python swagger client for the whylogs container

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charts

Helm charts for WhyLabs

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monitor-config-examples

A repository for examples of WhyLabs monitor config

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whylabs-client

Public Python client for WhyLabs API

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whylogs-bloom

Scalable Bloom Filter implemented in Python

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whylogs-container-llm-example

This repository contains examples on how to extend the existing whylogs-container-python for LLM use-cases

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whylogs-sketching

WhyLabs's fork of the Apache Datasketches library

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