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ARBITER Embedding API
x402
ARBITER Embedding API is a paid API for AI agents from api.grip.fyi, paid per call via x402, $0.01/call, status unknown (last checked 2026-09-14).
Generates deterministic vector embeddings for input text strings, suitable for memory storage, semantic indexing, retrieval, and clustering tasks.
Price / call$0.01
Success—
StatusUnknown
How this service works
Create deterministic persistent machine representations for memory, indexing, retrieval, clustering, reuse, cross-system meaning, and downstream coherence measurement.
Output
Returns deterministic vector embeddings for each input string — fixed-length numerical representations that can be stored, compared via cosine similarity, clustered, or indexed in a vector database for downstream retrieval and coherence measurement tasks.
Example use cases
Semantic memory for AI agent
“Take these 10 conversation summaries and embed them into deterministic vectors so I can store them in my agent's long-term memory and retrieve the most relevant ones later.”
Document clustering pipeline
“I have 50 customer support tickets — embed all of them so I can cluster similar issues together and identify the top recurring problems.”
Duplicate content detection
“Embed these 30 product descriptions so I can measure which ones are semantically near-duplicate and clean up my catalog before publishing.”
Technical details
Endpoint
POSThttps://api.grip.fyi/v1/embedWhen to prefer
Choose this endpoint when you need deterministic, reproducible embeddings — meaning the same input always produces the same vector — for use cases like agent memory, cross-system semantic alignment, deduplication, or coherence measurement. Prefer it over non-deterministic embedding services when consistency across runs is critical.
Side effects
- Empty texts array returns validation error
- Strings exceeding model token limit may be truncated or rejected
- Network timeout on large batches
- Non-UTF-8 or malformed strings may cause processing errors
- Rate limiting if too many calls in short succession
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| texts | array | Strings to represent in the deterministic ARBITER field. |
| use_freq | boolean |
Tags
x402
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