Complete parameter and operation reference for all TokenSense n8n nodes.
TokenSense Chat Model
Sub-node for AI Agent workflows. Attach as the language model.
Parameter
Type
Default
Description
Model
options
gpt-4o
Model identifier (loaded dynamically from TokenSense)
Temperature
number
0.7
Sampling temperature (0–2)
Max Tokens
number
0
Maximum tokens (0 = model default)
Streaming
boolean
true
Whether to stream the response
Project
string
—
Project name for cost tracking
Workflow Tag
string
—
Tag for dashboard attribution (auto-detected if empty)
Provider Override
options
auto
Force a specific provider (auto, openai, anthropic, google, mistral, xai)
TokenSense AI
General-purpose node with five resource types and eight operations.
Chat — Chat Completion
Parameter
Type
Default
Description
Model
options
gpt-4o
Model identifier (loaded from TokenSense)
System Prompt
string
—
Optional system message
User Message
string
—
The message to send (required)
Temperature
number
0.7
Sampling temperature (0–2)
Max Tokens
number
0
Maximum tokens (0 = model default)
JSON Mode
boolean
false
Force model to respond with valid JSON
Project
string
—
Project tag for attribution
Workflow Tag
string
—
Dashboard attribution (auto-detected if empty)
Provider Override
options
auto
Force a specific provider
Chat — Native Anthropic
Parameter
Type
Default
Description
Model
options
claude-sonnet-4-5-20250929
Anthropic model — options: claude-3-5-haiku-20241022, claude-opus-4-20250514, claude-sonnet-4-5-20250929
System Prompt
string
—
Optional system prompt
User Message
string
—
The message to send (required)
Max Tokens
number
1024
Maximum response tokens (required by Anthropic)
Temperature
number
1.0
Sampling temperature (0–1)
Project
string
—
Project tag
Workflow Tag
string
—
Dashboard attribution (auto-detected if empty)
Chat — Native Gemini
Parameter
Type
Default
Description
Model
options
gemini-2.0-flash
Gemini model — options: gemini-1.5-pro, gemini-2.0-flash, gemini-2.0-flash-lite
User Message
string
—
The message to send (required)
System Instruction
string
—
Optional system instruction
Temperature
number
1.0
Sampling temperature (0–2)
Max Output Tokens
number
0
Maximum response tokens (0 = model default)
Project
string
—
Project tag
Workflow Tag
string
—
Dashboard attribution (auto-detected if empty)
Image — Image Generation
Parameter
Type
Default
Description
Prompt
string
—
Image description
Model
string
gpt-image-1
Image model
Size
string
1024x1024
Output dimensions
Quality
string
standard
standard or hd
Number of Images
number
1
Images to generate (1–10)
Project
string
—
Project tag
Embedding — Text Embedding
Parameter
Type
Default
Description
Input
string | string[]
—
Text to embed
Model
string
text-embedding-3-small
Embedding model
Dimensions
number
—
Output dimensions (if supported)
Project
string
—
Project tag
Audio — Text-to-Speech
Parameter
Type
Default
Description
Input
string
—
Text to speak
Model
string
tts-1
TTS model
Voice
string
alloy
Voice preset
Response Format
string
mp3
Audio format
Speed
number
1.0
Playback speed (0.25–4.0)
Project
string
—
Project tag
Audio — Speech-to-Text
Parameter
Type
Default
Description
Binary Property
string
data
Name of the binary property containing the audio file
Model
string
whisper-1
STT model
Language
string
—
ISO language code (optional)
Response Format
options
json
Output format (json/text/srt/verbose_json/vtt)
Project
string
—
Project tag
Model — List Models
Parameter
Type
Default
Description
Provider
string
—
Filter by provider (optional)
TokenSense AI Tool
Auto-generated from the TokenSense AI node. Shares the same parameters for each resource/operation. Attach as a Tool sub-node on an AI Agent when you need an agent to invoke another model.
Metadata fields
TokenSense adds these fields to every request and response: