Utility functions to calculate transformation matrix

Unified AI router runtime. Provider-agnostic entrypoint with OpenRouter protocol; OpenRouter plus local llama-cpp and transformersjs providers.

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

First-class opt-in alternative to @graphorin/embedder-transformersjs for the Graphorin framework. Wraps the local Ollama HTTP API to produce dense embeddings via models such as `nomic-embed-text` (768-dim, multilingual default), `mxbai-embed-large` (1024-

Default in-process embedder for the Graphorin framework. Wraps `@huggingface/transformers@^4.1.0` to produce dense vectors with the multilingual `Xenova/multilingual-e5-base` model (768-dim) by default. Implements the `EmbedderProvider` contract from `@gr

Cross-encoder reranker adapter for the Graphorin framework. Wraps `@huggingface/transformers@^4.1.0` to score query / passage pairs in-process via the BAAI BGE family of cross-encoder models. Automatic model selection from the agent locale: `'en'` default

Chroma's fork of @xenova/transformers serving as our default embedding function

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

Transformers.js provider for Vercel AI SDK - Run 🤗 Transformers directly in the browser.

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

Polyfill for the Prompt API (`LanguageModel`) backed by Firebase AI Logic, Gemini API, OpenAI API, or Transformers.js.

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

EntityDB is an in-browser vector database wrapping indexedDB and Transformers.js

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!