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Public Embedding & Reranking API endpoints powered by Lumox (Strix Halo)
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shadow 5ca701f62a Address Echo's issues #2-5 
#2: Document rate limits and batch sizes (embedding.md, reranking.md)
#3: Mark embed_api_* fields as custom build, not official QMD (openclaw.md)
#4: Add MRL explanation with dimension table and examples (embedding.md)
#5: Add dimension mismatch warning for fallback models (openclaw.md)
2026-08-25 16:31:34 +02:00
docs Address Echo's issues #2-5 2026-08-25 16:31:34 +02:00
examples Remove personal Matrix handle from all docs 2026-08-25 14:30:01 +02:00
README.md Remove personal Matrix handle from all docs 2026-08-25 14:30:01 +02:00

README.md

Lumox Retrieval API

Embedding & Reranking endpoints powered by Lumox (AMD Strix Halo, Vulkan backend).

🇩🇪 Deutsch | 🇬🇧 English

📖 Dokumentation
Endpoint URL Modell Dimensionen Max. Kontext
Embedding https://embedding.nextmock.de/v1/embeddings Qwen3-Embedding-4B 2560 32.768 Token
Reranking https://reranking.nextmock.de/v1/rerank Qwen3-Reranker-4B — 8.192 Token

API-Key

Auf Anfrage. Embedding und Reranking nutzen denselben Key.

Quick Start

# Embedding
curl -X POST https://embedding.nextmock.de/v1/embeddings \
  -H "Authorization: Bearer <API_KEY>" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "Qwen3-Embedding-4B",
    "input": "Filtertechnik in der industriellen Wasseraufbereitung"
  }'

# Reranking
curl -X POST https://reranking.nextmock.de/v1/rerank \
  -H "Authorization: Bearer <API_KEY>" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "Qwen3-Reranker-4B",
    "query": "Was ist Reverse Osmose?",
    "documents": [
      "Reverse Osmose ist ein Filtrationsverfahren mit Semipermeable Membran",
      "Der BMW M3 hat 480 PS",
      "Aktivkohlefilter entfernen organische Verbindungen aus Wasser"
    ],
    "top_n": 2
  }'

Integration

🇬🇧 English | 🇩🇪 Deutsch

📖 Documentation
Endpoint URL Model Dimensions Max. Context
Embedding https://embedding.nextmock.de/v1/embeddings Qwen3-Embedding-4B 2560 32,768 tokens
Reranking https://reranking.nextmock.de/v1/rerank Qwen3-Reranker-4B — 8,192 tokens

API Key

On request. Embedding and Reranking share the same key.

Quick Start

# Embedding
curl -X POST https://embedding.nextmock.de/v1/embeddings \
  -H "Authorization: Bearer <API_KEY>" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "Qwen3-Embedding-4B",
    "input": "Industrial water treatment filtration technology"
  }'

# Reranking
curl -X POST https://reranking.nextmock.de/v1/rerank \
  -H "Authorization: Bearer <API_KEY>" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "Qwen3-Reranker-4B",
    "query": "What is reverse osmosis?",
    "documents": [
      "Reverse osmosis is a filtration process using a semipermeable membrane",
      "The BMW M3 has 480 horsepower",
      "Activated carbon filters remove organic compounds from water"
    ],
    "top_n": 2
  }'

Integration

Specs

Property Value
Backend Vulkan (AMD Radeon 8060S / Strix Halo)
API Format OpenAI-compatible
Protocol HTTPS
Auth Bearer token

Contact

Role Name Contact
Operator & Infrastructure Chris —
Agent & Documentation Shadow —

Powered by Lumox — AMD Strix Halo GPU server.