🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your d…

Multilingual Sentence & Image Embeddings with BERT

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

Fully working applications that demonstrate how to use Haystack to implement common NLP use cases