Everything Phoenix
What is the pip package name to install Arize Phoenix (exact string)?
what is "arize-phoenix"?
Why might good engineers criticize LangChain? Give 2 reasons
What are bad abstraction, spaghetti code, inefficient performance, hard to debug and lack of scalability
This type of machine learning model is used to predict a categorical outcome, such as spam or not spam.
What is a classification model?
What year was Arize founded?
2020
This iconic bridge, painted in International Orange, connects San Francisco to Marin County.
What is the Golden Gate Bridge?
Arize Phoenix allows programmatic access via these 2 technologies?
REST & GraphQL
In the context of LLM Retrieval-Augmented Generation (RAG), these three mathematical measures are commonly used to compare the similarity between high-dimensional vectors.
What are cosine similarity, Euclidean distance, and dot product?
This regression technique aims to minimize the sum of the squares of the differences between observed and predicted values.
What is ordinary least squares (OLS) regression?
Who was on the original founding team (not including Aparna)?
Who is Jason, Gabe, Michael, Mike Downs?
This San Francisco island was once a notorious federal penitentiary and is now a popular tourist destination.
What is Alcatraz Island?
Name 5 Autoinstrumenters in Arize Phoenix
What are
LlamaIndex
LangChain
OpenAI
MistralAI
DSPy
Bedrock
AutoGen
Name 4 companies that provide non open-sourced LLM model
OpenAi, Anthropic, Cohere, Google, etc..
This classification algorithm constructs a series of decision rules from the data, often visualized as a tree structure.
What is a decision tree?
What was the name of the two companies the Founders came from?
What is TubeMogul & Uber?
This San Francisco neighborhood is known for its colorful Victorian houses called the "Painted Ladies."
What is Alamo Square?
What are the two persistent stores in dockerized Phoenix?
what is SQL Lite, and PostGres SQL?
Name 2 specific LLM open source models (not companies)?
internet check
In ranking models what does NDCG stand for?
what is Normalized Discounted Cumulative Gain (NDCG)
What is the name of another observability company is Arize Ai modeled after?
DataDog
This San Francisco district was the epicenter of the 1967 Summer of Love, known for its counterculture movement (hippie movement).
What is Haight-Ashbury?
Arize AI built Open Inference, which is compatible with OpenTelemetry. For LLM-based trace data, these standardized guidelines (specs) ensure consistent and meaningful trace information.
What are semantic conventions?
This component of OpenTelemetry is responsible for transforming and sending telemetry data to various backends, while this other component collects, processes, and exports telemetry data from multiple sources.
What are the exporter and the collector?
Name 2 performance metrics that only requires prediction score and an actual label
AUC, LogLoss
What are 5 technologies that are utilized in the Arize deployment infrastructure?
What are Gazzette, Spark, Apache Druid, PostGres, GraphQL, Kubernetes, etc..
This San Francisco landmark, completed in 1972, was the tallest building in the city until 2018.
What is the Transamerica Pyramid?