AI tools for Machine Learning Engineers

Weights & Biases is an AI developer platform for tracking, evaluating and debugging machine learning models and LLM applications.

Hugging Face Inference Endpoints is a managed service for putting AI models into production without running the infrastructure yourself.

Hyperbolic is a GPU cloud that rents out high-performance compute for training, fine-tuning and serving AI models.

John Snow Labs Healthcare NLP is a software library of more than 3,000 pretrained models for reading clinical and biomedical text.

Voyage AI makes embedding models and rerankers that raise the quality of search and retrieval, and it now operates as part of MongoDB.

Amazon SageMaker JumpStart is a machine learning hub inside AWS that gives teams a fast way to find, evaluate and deploy models.

Production AI infrastructure

CrewAI is a multi-agent platform that covers the full agent lifecycle for businesses: discover what to automate, build agents, govern them in production and optimize them over time.

You're building an AI app and need to run inference without spinning up your own GPU servers

Connect AI to your data

Drag and drop AI

Search that understands meaning

This LLM gateway lets teams tap into over 100 AI models through one API endpoint

SearchCans is a search and content-extraction API service for AI workflows.

You know how managing multiple AI provider integrations usually means maintaining separate codebases for each vendor

This force-sensitive robot system gives robotics and AI researchers direct access to low-level control mechanisms and sensor data for advancing machine learning and manipulation research

Cloudir LLM Ops tracks and controls costs for AI agent deployments by monitoring API spending in real time and automatically routing requests to cheaper models when possible

A data science student needs to train a neural network for her thesis but her laptop overheats after 20 minutes

Artificial Analysis is an independent AI benchmarking service that compares models and API hosting providers on quality, price, output speed and latency.

Unstructured is a data platform that turns messy documents into structured, AI-ready data.

Demucs is an open-source music source separation model that splits a finished song into separate stems.

Azure AI Foundry, now branded Microsoft Foundry, is Microsoft's enterprise platform for building, grounding and governing AI applications and agents.

Kokoro is an open-weight text-to-speech model with 82 million parameters.

AutoGen is an open-source framework from Microsoft for building AI agents and multi-agent applications.