embedders

An open source framework for building AI-powered apps with familiar code-centric patterns. Genkit makes it easy to develop, integrate, and test AI features with observability and evaluations. Genkit works with various models and platforms.

Get protein embeddings from protein sequences

Community Plugins for Genkit (OpenAI, Groq, Anthropic, Cohere, etc)

Simple customizable evaluation for text retrieval performance of Sentence Transformers embedders on PDFs

When is an Embedding Model More Promising than Another?, NeurIPS'24

An example showing how to use Weaviate in a TypeScript/JavaScript project, including test data and embedder projection

Multilable fast inference classifiers (Ridge Regression and MLP) for NLPs with Sentence Embedder, K-Fold, Bootstrap and Boosting. NOTE: since the MLP (fully connected NN) Classifier was too heavy to be loaded, you can just compile it with the script.

EDCCT ( Embedders for Deep Contextual Clustering of Tags ), a practical approach towards accurate contextual clustering of review tags.