Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks like CrewAI, Langchain, and Autogen

Laminar - open-source all-in-one platform for engineering AI products. Crate data flywheel for you AI app. Traces, Evals, Datasets, Labels. YC S24.

🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with PostgreSQL or SQLite

Vivaria is METR's tool for running evaluations and conducting agent elicitation research.

A library for evaluating Retrieval-Augmented Generation (RAG) systems (The traditional ways).

Evalica, your favourite evaluation toolkit

@flexpa/llm-fhir-eval is a preview of an evaluation framework designed to benchmark the performance of LLMs on FHIR-specific tasks including generation, validation, and extraction.

Our curated collection of templates. Use these patterns to set up your AI projects for evaluation with Openlayer.

An implementation of the Anthropic's paper and essay on "A statistical approach to model evaluations"

The OAIEvals Collector: A robust, Go-based metric collector for EVALS data. Supports Kafka, Elastic, Loki, InfluxDB, TimescaleDB integrations, and containerized deployment with Docker. Streamlines OAI-Evals data management efficiently with a low barrier of entry!

Develop better LLM apps by testing different models and prompts in bulk.

Mockingbird Front End Code | Zeus + SciFi = Power of the gods (cloud + ai | Zeus) Meets the power of SciFi (human ingenuity | SfYi) At the intersection of intelligent design (systems engineering excellence) For your intelligence —ZeusFYI.

The Modelmetry Python SDK allows developers to easily integrate Modelmetry’s advanced guardrails and monitoring capabilities into their LLM-powered applications.

dspy with ollama and llamacpp on google colab

The Modelmetry JS/TS SDK allows developers to easily integrate Modelmetry’s advanced guardrails and monitoring capabilities into their LLM-powered applications.

Which objects are visible through the holes in a picture book? This visual task is easy for adults, doable for primary schoolers, but hard for vision transformers.

Gemini 1.5 Million Token Context Experiment