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Sentiment Analysis

<p><strong>Sentiment Analysis</strong></p><p></p><p>This tool analyzes the sentiment of customer feedback using Large Language Model (LLM). It receives a table with a feedback text and returns a sentiment value.</p>

B. Sentiment Analysis

This tool analyzes the sentiment of customer feedback using Large Language Model (LLM). It receives a table with a feedback text and returns a sentiment value.

Format

Extracts and formats the model's language result.

Prompt & LLM

Creates a prompt and sends it to the language model for analysis.

Authenticate & Connect

Authenticates and connects to the OpenAI API.

Input

Receives the feedback text from the main workflow.

Output

Extracts and formats the model's sentiment result.

Outputs sentimentresult
Workflow Output
Keeps only the"Sentiment Prediction"result from the LLMresponse
Column Filter
Receives the feedback textand the correspondingusername
Workflow Input
Removes extra quotesand whitespacefrom the sentimentoutput
String Cleaner
Ensures the"Sentiment Prediction"column has the correctstring format for output
String Format Manager
Builds a structured promptusing the feedback text
Expression
Sends the prompt to theLLM
LLM Prompter
Connects to a specificLLM model
OpenAI LLM Selector
Authenticates accessto the OpenAI API
OpenAI Authenticator
Double-click toinput credentials
API credentials

Nodes

Extensions

Links