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Sentiment predictor with LLMs

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Sentiment predictor with LLMs

- LLMs (open source): Consume model via API to predict sentiment.
- LLMs (closed source): Consume model via API to predict sentiment.

URL: Slides KNIME Analytics Platform Text Mining Course https://www.knime.com/knime-course-material-download-page

LLMs (open source): Consume model via API to predict sentimentThis workflow predicts sentiment labels (positive vs. negative) using LLMs. Connect and consume LLMs LLMs (closed source): Consume model via API to predict sentimentThis workflow predicts sentiment labels (positive vs. negative) using LLMs. Connect and consume LLMs Read imdbsample dataNode 3Node 5Node 6Join prompt+ textsNode 10Node 11Node 13Node 14Node 15Node 16Create promptNode 19Missing valueto promptNode 21Join prompt+ textsCreate promptNode 24Missing valueto promptRead imdbsample dataNode 27Node 28Node 29Node 30 CSV Reader OpenAIAuthenticator LLM Prompter OpenAI ChatModel Connector String Manipulation HF HubAuthenticator CredentialsConfiguration HF Hub LLMConnector Rule Engine Scorer Sample 10 rows Table Creator Column Appender Missing Value Sample 10 rows String Manipulation Table Creator Column Appender Missing Value CSV Reader CredentialsConfiguration LLM Prompter Rule Engine Scorer LLMs (open source): Consume model via API to predict sentimentThis workflow predicts sentiment labels (positive vs. negative) using LLMs. Connect and consume LLMs LLMs (closed source): Consume model via API to predict sentimentThis workflow predicts sentiment labels (positive vs. negative) using LLMs. Connect and consume LLMs Read imdbsample dataNode 3Node 5Node 6Join prompt+ textsNode 10Node 11Node 13Node 14Node 15Node 16Create promptNode 19Missing valueto promptNode 21Join prompt+ textsCreate promptNode 24Missing valueto promptRead imdbsample dataNode 27Node 28Node 29Node 30CSV Reader OpenAIAuthenticator LLM Prompter OpenAI ChatModel Connector String Manipulation HF HubAuthenticator CredentialsConfiguration HF Hub LLMConnector Rule Engine Scorer Sample 10 rows Table Creator Column Appender Missing Value Sample 10 rows String Manipulation Table Creator Column Appender Missing Value CSV Reader CredentialsConfiguration LLM Prompter Rule Engine Scorer

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Created by: roberto.cadili
Created at: 2023-08-18
On NodePit since: 2024-01-26
Last update: 2024-12-17
Created with KNIME version: v5.2.0
Tags: solution

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