huggingface: Create Embeddings – Appmixer connector library

Basic Information

Name

appmixer.ai.huggingface.CreateEmbeddings

Label

Create Embeddings

Version

1.0.0

Visibility

Public

Description

Turn a piece of text into a numeric embedding vector using a feature-extraction model served by Hugging Face Inference Providers.

Input Ports

in

Field	Type	Description
Model	text	Repository ID of a feature-extraction model, e.g. `sentence-transformers/all-MiniLM-L6-v2` or `BAAI/bge-base-en-v1.5`.
Text	textarea	The text to embed.
Normalize	toggle	Scale the vector to unit length. Only supported by sentence-transformers style models.

Output Ports

out

Field	Type	Description
Model	string	-
Embedding	array	-
Dimensions	integer	-

Full Metadata

#metadata-viewer { display: none; }{ "name": "appmixer.ai.huggingface.CreateEmbeddings", "label": "Create Embeddings", "description": "Turn a piece of text into a numeric embedding vector using a feature-extraction model served by Hugging Face Inference Providers.", "author": "Appmixer <info@appmixer.com>", "version": "1.0.0", "auth": { "service": "appmixer:ai:huggingface" }, "quota": { "manager": "appmixer:ai:huggingface", "resources": "requests", "scope": { "userId": "{{userId}}" } }, "inPorts": [ { "name": "in", "schema": { "type": "object", "properties": { "model": { "type": "string" }, "text": { "type": "string" }, "normalize": { "type": "boolean" } }, "required": [ "model", "text" ] }, "inspector": { "inputs": { "model": { "type": "text", "index": 1, "label": "Model", "defaultValue": "sentence-transformers/all-MiniLM-L6-v2", "tooltip": "Repository ID of a feature-extraction model, e.g. <code>sentence-transformers/all-MiniLM-L6-v2</code> or <code>BAAI/bge-base-en-v1.5</code>." }, "text": { "type": "textarea", "index": 2, "label": "Text", "tooltip": "The text to embed." }, "normalize": { "type": "toggle", "index": 3, "label": "Normalize", "tooltip": "Scale the vector to unit length. Only supported by sentence-transformers style models." } } } } ], "outPorts": [ { "name": "out", "schema": { "type": "object", "properties": { "model": { "type": "string", "title": "Model", "example": "sentence-transformers/all-MiniLM-L6-v2" }, "embedding": { "type": "array", "title": "Embedding", "items": { "type": "number" }, "example": [ -0.0344, 0.0712, 0.0159 ] }, "dimensions": { "type": "integer", "title": "Dimensions", "example": 384 } } } } ], "icon": 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TcgNC4xNC04LjUxIDYuMS0zLjA4IDEuMjItNS45IDItNS45MiAyLjAxYTQ0LjMzIDQ0LjMzIDAgMCAxLTEwLjkzIDEuNmMtNS44NiAwLTEwLjA1LTEuOC0xMi40Ni01LjM0LTMuODgtNS42OS0zLjMzLTEwLjkgMS43LTE1LjkyIDIuNzgtMi43OCA0LjYzLTYuODcgNS4wMS03Ljc3Ljc4LTIuNjYgMi44My01LjYyIDYuMjQtNS42MmE1LjcgNS43IDAgMCAxIDQuNiAyLjQ2YzEtMS4yNiAxLjk4LTIuMjUgMi44Ny0yLjgyQTcuNCA3LjQgMCAwIDEgNzcuNCA0OFptMCA0Yy0uNTEgMC0xLjEzLjIyLTEuODIuNjUtMi4xMyAxLjM2LTYuMjUgOC40My03Ljc2IDExLjE4YTIuNDMgMi40MyAwIDAgMS0yLjE0IDEuMzFjLTEuNTQgMC0yLjc1LTEuNTMtLjE0LTMuNDggMy45MS0yLjkzIDIuNTQtNy43Mi42Ny04LjAxYTEuNTQgMS41NCAwIDAgMC0uMjQtLjAyYy0xLjcgMC0yLjQ1IDIuOTMtMi40NSAyLjkzcy0yLjIgNS41Mi01Ljk3IDkuM2MtMy43OCAzLjc3LTMuOTggNi44LTEuMjIgMTAuODMgMS44NyAyLjc1IDUuNDcgMy41OCA5LjE1IDMuNTggMy44MiAwIDcuNzMtLjkgOS45My0xLjQ2LjEtLjAzIDEzLjQ1LTMuOCAxMS43Ni03LS4yOS0uNTQtLjc1LS43Ni0xLjM0LS43Ni0yLjM4IDAtNi43MSAzLjU0LTguNTcgMy41NC0uNDIgMC0uNzEtLjE3LS44My0uNi0uOC0yLjg1IDEyLjA1LTQuMDUgMTAuOTctOC4xNy0uMTktLjczLS43LTEuMDItMS40NC0xLjAyLTMuMTQgMC0xMC4yIDUuNTMtMTEuNjggNS41My0uMSAwLS4xOS0uMDMtLjIzLS4xLS43NC0xLjItLjM0LTIuMDQgNC44OC01LjIgNS4yMy0zLjE2IDguOS01LjA2IDYuOC03LjMzLS4yMy0uMjYtLjU3LS4zOC0uOTgtLjM4LTMuMTggMC0xMC42NyA2LjgyLTEwLjY3IDYuODJzLTIuMDIgMi4xLTMuMjQgMi4xYS43NC43NCAwIDAgMS0uNjgtLjM4Yy0uODctMS40NiA4LjA1LTguMjIgOC41NS0xMS4wMS4zNC0xLjktLjI0LTIuODUtMS4zMS0yLjg1WiIgLz48cGF0aCBmaWxsPSIjRkZEMjFFIiBkPSJNNTYuMzMgNzYuNjljLTIuNzUtNC4wNC0yLjU2LTcuMDcgMS4yMi0xMC44NCAzLjc3LTMuNzcgNS45Ny05LjMgNS45Ny05LjNzLjgyLTMuMiAyLjctMi45YzEuODYuMyAzLjIzIDUuMDgtLjY4IDguMDEtMy45MiAyLjkzLjc4IDQuOTIgMi4yOCAyLjE3IDEuNTEtMi43NSA1LjYzLTkuODIgNy43Ni0xMS4xOCAyLjEzLTEuMzUgMy42NC0uNiAzLjEzIDIuMi0uNSAyLjc5LTkuNDIgOS41NS04LjU1IDExIC44NiAxLjQ3IDMuOTItMS43MSAzLjkyLTEuNzFzOS41OC04LjcxIDExLjY2LTYuNDRjMi4wOCAyLjI3LTEuNTggNC4xNy02LjggNy4zMy01LjIzIDMuMTYtNS42MyA0LTQuOSA1LjIuNzUgMS4yIDEyLjI4LTguNTMgMTMuMzYtNC40IDEuMDggNC4xMS0xMS43NiA1LjMtMTAuOTcgOC4xNS44IDIuODUgOS4wNS01LjM4IDEwLjc0LTIuMTggMS42OSAzLjIxLTExLjY1IDYuOTgtMTEuNzYgNy4wMS00LjMxIDEuMTItMTUuMjYgMy40OS0xOS4wOC0yLjEyWiIgLz48L3N2Zz4=" }