📰 Weaviate Blog

ML Models that can see, read, hear and more!

An introductory overview of LlamaIndex, the LLM framework

Learn about the new native multi-tenancy feature

Learn about the intersection between LLMs and Search

The Weaviate server can be run locally directly from client code

A discussion on data privacy and privacy-preserving machine learning for LLMs

Demo on how to ingest PDFs into Weaviate using Unstructured.

Weaviate now supports the PaLM models for embeddings and generative search through two new modules.

An introduction to creating generative feedback loops with LLMs in Weaviate.

Weaviate 1.19 introduces generative cohere module, gRPC API support, improved data types, and more.

The Weaviate Cloud Service is the easiest way to get a Weaviate cluster up and running within minutes. Learn more here.

A show-and-tell of how we created the Weaviate Retrieval Plugin for ChatGPT

Videos on authentication: an overview, how to log in, how to set it up, and core concepts - including recommendations.

Learn about Auto-GPT and how to give it long-term memory with Weaviate!

Learn about the different ranking models that are used for better search.

Learn how you can connect Weaviate to ChatGPT to generate customized responses.

Learn about how to monitor Weaviate in production and observe key metrics.

A gentle introduction to Large Language Models (LLMs) - how they work and what they learn.

Using the Weaviate Tile Encoder to compress vectors with Product Quantization.

Implementing HNSW + Product Quantization (PQ) vector compression in Weaviate.

Weaviate 1.18 introduces Faster Filtering through Bitmap Indexing, HNSW-PQ, Cursor API, and more! Learn all about it.

Did you know that Weaviate can summarize information during retrieval? Learn how you can summarize your data to tackle the problem of information overload.

LangChain is one of the most exciting new tools in AI. It helps overcome many limitations of LLMs, such as hallucination and limited input lengths.

Learn about the six pillars outlining how Weaviate will evolve in 2023.