mixedbread

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Building and deploying a document Q&A application on the Hugging Face cloud using Docker.

docker huggingface groq gradio-interface llamaindex mixedbread llamaparse

embeddings reranking mixedbread

Text vectorizer using a SOTA mixedbread.ai embedding model

cosine-similarity vectors mixedbread

A small reranker service using mixedbread.ai reranker model

reranker rag mixedbread

The Mixedbread AI Provider is a provider for the Vercel AI SDK. It provides a simple interface to the Mixedbread AI API.

ai embeddings ranking vercel-ai-sdk mixedbread

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