openrouter-embeddings

name	openrouter-embeddings
description	Generate text embeddings via OpenRouter using Qwen3-Embedding-8B.

openrouter-embeddings

Text → embedding vector via OpenRouter. Default model: qwen/qwen3-embedding-8b.

Usage

Resolve TOOL_DIR = the directory containing this SKILL.md. Commands below use TOOL_DIR as a symbolic placeholder; replace it with the resolved, quoted path before running Bash.

Single text

export OPENROUTER_API_KEY=sk-or-v1-...

python3 TOOL_DIR/scripts/embed.py \
  --text "The quick brown fox jumps over the lazy dog" \
  --output vec.json

Batch from JSONL

Input records.jsonl (one JSON per line):

{"id": "row_0", "text": "Every place name in the United States."}
{"id": "row_1", "text": "Nearby stars and potential exoplanets."}

Run:

python3 TOOL_DIR/scripts/embed.py \
  --jsonl records.jsonl \
  --output records_with_embeddings.jsonl \
  --batch-size 32

Output is the same JSONL with an added embedding field per line.

Flags

Flag	Default	Description
--text	—	Embed one string (mutually exclusive with --jsonl)
--jsonl	—	Embed many; each line must have a text field
--output	required