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Send to LLM

This node takes all text flowing into it and sends it to an LLM. If you set the "prompt" option, that will prepend an additional prompt to any text flowing in from previous nodes. Be sure that any text being sent to this node has new prompting to send to the LLM. When chaining multiple LLM nodes be sure that each llm node has adding additional prompting specifiying the new or next action to be taken. For models that support image processing you may add a single base64 encoded image to the images option to pass to the LLM.

Parameters

  • prompt: A prompt to prepend to the LLM input

  • cache: Cache and reuse LLM response for identical requests

  • images: A single base64 encoded image string, for use with LLM's that support image processing.

  • modelCard: Override the default mAIstro LLM

  • stream: Override the streaming setting for this LLM node

  • maxTokens: Override the template's max Tokens

  • minTokens: Override the template's min Tokens

  • temperatureMod:

    • text: Override the template's Temperature
    • min: -1
    • max: 1
    • step: 0.01
    • default: 0

  • toppMod:

    • text: Override the template's Top Probability
    • min: -1
    • max: 1
    • step: 0.01
    • default: 0

  • freqpenaltyMod:

    • text: Override the template's Frequency Penalty
    • min: -1
    • max: 1
    • step: 0.01
    • default: 0

  • timeout:

    • text: Set a timeout for the KB call
    • min: 0
    • max: 30000
    • step: 1
    • default: 0
{{ LLM }}
{{ LLM | prompt: "" }}
{{ LLM | prompt: "" | modelCard: "" | maxTokens: "" | minTokens: "" | temperatureMod: "" | toppMod: "" | freqpenaltyMod: "" }}
Example Usage 

Write a short poem about NeuralSeek
Here is the definition of NeuralSeek:
{{ web|url:"https://documentation.neuralseek.com/" }}=>{{ summarize|length:200 }}
{{ LLM }}
This will write a short poem about NeuralSeek, based on the content retrieved from our documentation. In the LLM syntax, you can add additional prompts such as: 
Write a short poem about NeuralSeek
Here is the definition of NeuralSeek:
{{ web|url:"https://documentation.neuralseek.com/" }}=>{{ summarize|length:200 }}
{{ LLM|prompt: "write in Spanish" }}
This will prepend "write in Spanish" to the whole prompt given to the LLM, outputting a poem in Spanish.

Write Doc (txt, csv, html)

Create a local file.

Parameters

  • file: The filename

Write PowerPoint

Create a local file.

Parameters

  • file: The filename

Write Word Doc

Create a local Microsoft Word file.

Parameters

  • file: The filename

Write PDF

Create a local PDF file.

Parameters

  • file: The filename

Table Understanding

Take CSV input data and try and answer a query directly

Parameters

  • query: The Question to ask of the table
{{ TableUnderstanding|query:"What year had the highest revenue?" }}
Example Usage

explore_feature_tableunderstanding1 explore_feature_tableunderstanding2

Mathematical Equation

Run a mathermeatical equation using math.js equation syntax

Parameters

  • equation: The equation, eg: 1+1
{{ math|equation:"1 + 1" }}

Operators

  • Equation: The math equation to process. Supports the following (not all inclusively):
    • Expression Syntax:
      • Operators:
        • Arithmetic: +, -, *, /, %, ^
        • Unary: +, -, !
        • Bitwise: &, |, ~, ^|, <<, >>, >>>
        • Logical: and, or, not, xor
        • Relational: ==, !=, <, >, <=, >=
        • Assignment: =
        • Conditional: ? :
        • Range: :
        • Unit conversion: to, in
        • Implicit multiplication: e.g., 2 pi, (1+2)(3+4)
        • Precedence: Grouping with (), [], {}
      • Functions:
        • Called with parentheses: e.g., sqrt(25), log(10000, 10)
        • Custom function definition: e.g., f(x) = x ^ 2
        • Dynamic variables in functions, no closures
        • Functions as parameters: e.g., twice(func, x) = func(func(x))
        • Operator equivalent functions: e.g., add(a, b) for a + b
        • Associative functions with multiple arguments: e.g., add(a, b, c, ...)
      • Constants and Variables:
        • Constants: pi, e, i, Infinity, NaN, null, phi, ...
        • Variable naming: Start with alpha, underscore, or dollar sign; may include digits
      • Data Types:
        • Types: Booleans, numbers, complex numbers, units, strings, matrices, objects
        • Booleans: Convertible to numbers and strings
        • Numbers: Exponential notation, binary/octal/hex formatting
        • BigNumbers: Arbitrary precision
        • Complex numbers: Imaginary unit i
        • Units: Arithmetic operations, conversions
        • Strings: Enclosed by quotes, concat for concatenation
        • Matrices: Created with [], indexed and ranged
        • Objects: Key/value pairs in {}