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Articles tagged with #ai
Introduction In contemporary Generative AI applications, including RAG (Retrieval-Augmented Generation) pipelines and conversational search, the caliber of retrieved documents significantly influences the quality of generated responses. Rerankers are...
How I built a comprehensive startup evaluation platform using Model Context Protocol (MCP), Google Gemini AI, and real-time market intelligence https://www.youtube.com/watch?v=XUuLeXaEIdI Web Application Try the live demo at https://www.pitchlense....
Vision API Step 1: Enable Vision API Step 2: Create a service account and download the JSON key file Step 3: Run the command export GOOGLE_APPLICATION_CREDENTIALS="path_to_key.json" Step 4: vision API python script import io import os # Imports the ...
Classification metrics In a context of a binary classification, here are the main metrics that are important to track in order to assess the performance of the model. Confusion matrix : The confusion matrix is used to have a more complete picture w...
Top 100 NLP Questions Q1. Which of the following techniques can be used for keyword normalization in NLP, the process of converting a keyword into its base form? a. Lemmatization b. Soundex c. Cosine Similarity d. N-grams Answer : a) Lemmatization he...
Now before understanding why AI? Let us first understand what is AI. Artificial Intelligence is a way of making a computer, a computer-controlled robot, or software think intelligently, in the similar manner the intelligent humans think. AI is accomp...
