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A newer version of the Gradio SDK is available: 6.23.1

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metadata
title: LOGOS Embedding Engine
emoji: 🧠
colorFrom: blue
colorTo: indigo
sdk: gradio
app_file: app.py
pinned: false

LOGOS Embedding Engine

Remote BGE-M3 embedding worker for the local LOGOS application.

The UI accepts one text/chunk per line. The API also accepts a JSON array.

LOGOS API contract

The endpoint is exposed as embed_batch. LOGOS sends a JSON-array string through the Textbox input, for example ["chunk 1", "chunk 2"] (without the control characters). The endpoint returns model, embeddings, dimension, and count.

Environment variables:

  • LOGOS_EMBED_MODEL — default BAAI/bge-m3
  • LOGOS_EMBED_BATCH_SIZE — internal SentenceTransformer batch size, default 16
  • LOGOS_EMBED_MAX_INPUTS — maximum texts per API request, default 64