Applied AI
MLOps & LLMOps
Model deployment, experiment tracking, monitoring, inference optimisation and AI pipelines
Skills in this topic
5 skills — Sign in to track your progress
Experiment Tracking
beginner
Log experiments with MLflow or Weights & Biases
Model Deployment
intermediate
Wrap a model in a FastAPI endpoint
Model Monitoring
intermediate
Set up drift detection with Evidently AI
Feature Stores
advanced
Define feature views in Feast
LLMOps
advanced
Set up LangSmith or Langfuse for LLM tracing

Replicate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
1y ago
H100s are coming to Replicate
We'll soon support NVIDIA's H100 GPUs for predictions and training. Let us know if you want early access.
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
2y ago
The Weaviate v3 Typescript Client goes GA
We're pleased to share that the Weaviate v3 TypeScript client is now stable!
Hugging Face Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
2y ago
Space secrets security update
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
2y ago
Announcing the Weaviate TypeScript Client Beta
A beta release of our new TypeScript client is now available! Help us make it better by trying it out and providing your feedback.
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
2y ago
Weaviate 1.24 Release
Weaviate 1.24 is released! Updates include named vectors, server telemetry, backend improvements, performance enhancements.
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
2y ago
gRPC-Driven Performance Improvements in Weaviate
Learn how gRPC improves import and query speeds in Weaviate
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
2y ago
Weaviate Python client (v4) goes GA
The new (v4) release of the Weaviate Python Client is - faster (gRPC), provides better IDE support and more type-safety, and many other developer experience imp
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
2y ago
Weaviate’s re:Invent 2023 recap
Recap the first Weaviate visit to Amazon re:Invent in Las Vegas
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
2y ago
Achieve Zero-Downtime Upgrades with Weaviate’s Multi-Node Setup
Learn about high-availability setups with Weaviate, which can allow upgrades and other maintenance with zero downtime.

Replicate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
2y ago
Scaffold Replicate apps with one command
We've added a CLI command that makes it easy to get started with Replicate.
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
2y ago
Weaviate 1.22 Release
Weaviate 1.22 released with nest object storage, async indexing, further gRPC support, and more!
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
2y ago
Shape the Future - Try Our New Python Client API
A preview release of our new Python client is now available! Help us make it better by trying it out and providing your feedback.
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
2y ago
Weaviate 1.21 Release
Weaviate 1.21 released with new operators, performance improvements, multi-tenancy improvements, and more!
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
2y ago
Better automated testing with Embedded Weaviate
Learn how to make testing less of a chore with Embedded Weaviate, and other tips for better automated testing.
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
2y ago
Weaviate 1.20 Release
Weaviate 1.20 released with multi-tenancy, PQ, search re-ranking, autocut, hybrid fusion algorithm ... take a look!
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
3y ago
Ingesting PDFs into Weaviate
Demo on how to ingest PDFs into Weaviate using Unstructured.

Replicate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
3y ago
Status page
We've added a status page to provide real-time updates on the health of Replicate.
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
3y ago
Weaviate Cloud Service Public Beta - Open Now!
The Weaviate Cloud Service is the easiest way to get a Weaviate cluster up and running within minutes. Learn more here.
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
3y ago
Authentication in Weaviate (videos)
Videos on authentication: an overview, how to log in, how to set it up, and core concepts - including recommendations.
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
3y ago
Monitoring Weaviate in Production
Learn about how to monitor Weaviate in production and observe key metrics.
OpenAI News
🏭 MLOps & LLMOps
⚡ AI Lesson
3y ago
March 20 ChatGPT outage: Here’s what happened
An update on our findings, the actions we’ve taken, and technical details of the bug.
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
3y ago
Weaviate 1.18 release
Weaviate 1.18 introduces Faster Filtering through Bitmap Indexing, HNSW-PQ, Cursor API, and more! Learn all about it.

Replicate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
3y ago
Machine learning needs better tools
Lots of people want to build things with machine learning, but they don't have the expertise to use it.
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
3y ago
What to expect from Weaviate in 2023
Learn about the six pillars outlining how Weaviate will evolve in 2023.
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
3y ago
Weaviate 1.17 release
Weaviate 1.17 introduces Replication, Hybrid Search, BM25, Faster Startup and Imports and more. Learn all about it.
OpenAI News
🏭 MLOps & LLMOps
⚡ AI Lesson
3y ago
Discovering the minutiae of backend systems
Christian Gibson is an engineer on the Supercomputing team at OpenAI.
Hugging Face Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
3y ago
Getting Started with Hugging Face Inference Endpoints
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
3y ago
Weaviate 1.15.1 patch release
Two weeks after the 1.15 release, we have a patch (v1.15.1) release for you, which brings 15 bug fixes and 2 UX improvements.
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
3y ago
Weaviate 1.15 release
Weaviate 1.15 introduces Cloud-native Backups, Memory Optimizations, faster Filtered Aggregations and Ordered Imports, new Distance Metrics and new Weaviate mod
Hugging Face Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
3y ago
Deploying 🤗 ViT on Kubernetes with TF Serving
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
3y ago
Weaviate 1.14 release
Learn what is new in Weaviate 1.14, the most reliable and observable Weaviate release yet!
Hugging Face Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
4y ago
Director of Machine Learning Insights [Part 2: SaaS Edition]
Weaviate Blog
🏭 MLOps & LLMOps
⚡ AI Lesson
5y ago
Docker and Containers with Weaviate
What Weaviate users should know about Docker & Containers.
Distill.pub
🏭 MLOps & LLMOps
📄 Paper
⚡ AI Lesson
6y ago
Exploring Bayesian Optimization
How to tune hyperparameters for your machine learning model using Bayesian optimization.
Distill.pub
🏭 MLOps & LLMOps
📄 Paper
⚡ AI Lesson
9y ago
Research Debt
Science is a human activity. When we fail to distill and explain research, we accumulate a kind of debt...
DeepCamp AI