IntelliNode v1.3.0

v1.3.0

New Changes 🌟

• Introduced the Large Learning Model (LLM) Evaluator: a quick comparison among multiple models' results based on your target answers. This feature simplifies the assessing of LLMs such as LaMMA V2 and GPT4, providing valuable insights into model performance.
• Prompt Engineering Feature: an efficient way to automate the process of creating new prompts.

Code Examples 💻

LLM Evaluator

const { LLMEvaluation } = require('intellinode');

// create the LLMEvaluation with the desired embedding for unified comparison.
const llmEvaluation = new LLMEvaluation(openaiKey, 'openai');

const results = await llmEvaluation.compareModels(inputString, targetAnswers, providerSets)

Check the model evaluation documentation.

Prompt Engineering

Import the Prompt class:

const Prompt = require('intellinode');

Generate a new prompt using an existing model:

const promptTemp = await Prompt.fromChatGPT("generate a fantasy image with ninja jumping across buildings", openaiApiKey);

Automatically fill and format a prompt with dynamic data:

const promptTemp = await Prompt.fromText("information retrieval about ${reference} text with ${query} user input");
const inputString = promptTemp.format({reference: '<reference_text>', query: '<user_query>'})