Fast Face Search (Billion-scale Face Recognition) using Vector DB (Faiss)
1. Introduction Before understanding what face search is, what the use cases are, and why performing face search fast is so crucial, let us understand the follo...
Category: AI & ML
Question Answer Chatbot using RAG, Llama and Qdrant
1. Introduction I have created this teaching chatbot that can answer questions from class IX, subject SST, on the topic “Democratic politics“. I hav...
On Emergent Abilities of Large Language Models
An ability is emergent if it is not present in smaller models but is present in larger models. [1] Scaling up language models has been shown to improve predicta...
Prompt Engineering
Prompt is a text set passed to the GenAI model as instructions. Given the prompt, the model responds with some generated text. A prompt can be questions, statem...
Text Clustering and Topic Modeling using Large Language Models (LLMs)
1. Introduction Text clustering is an unsupervised approach that helps in discovering patterns in data. Grouping similar texts according to their semantic conte...
Text Classification using Large Language Models (LLMs)
1. Introduction A common task in natural language processing (NLP) is text classification. Use cases of text classification include sentiment analysis, intent d...
LLM (Large Language Models) Inference and Serving
1. Introduction This article talks about various available solutions, techniques, and underlying architectures for LLM inference and serving. LLM inference and ...
Fact-checking in LLM
Summary of fact-checking in LLM #llm #hallucinations #misinformation
How do you choose among competing open-source products? Example comparison of open-source vector databases.
Following are the questions that should be running in your mind when you are to choose from competing open-source products: The popularity and traction of GitHu...