PinnedPublished inTowards AIProductionizing Generative AI Applications5 Practical, Beginner-Friendly Tips to Transform Your Generative AI Projects!Feb 1, 2024A response icon7Feb 1, 2024A response icon7
PinnedPublished inTDS ArchiveSemantic Textual SimilarityFrom Jaccard to OpenAI, implement the best NLP algorithm for your semantic textual similarity projectsApr 25, 2022A response icon7Apr 25, 2022A response icon7
PinnedPublished inTowards AIKNN (K-Nearest Neighbors) is Dead!Long live ANNs for their whopping 380X speedup over sklearn’s KNN while delivering 99.3% similar results.Dec 2, 2020A response icon12Dec 2, 2020A response icon12
Published inAI AdvancesZero-Shot Named Entity Recognition (NER)Zero-Shot NER for PII detection using GLiNER, NuNER, and Spacy on Indian, African, Asian, and European namesJun 7, 2024A response icon2Jun 7, 2024A response icon2
Published inTowards AIFew Shot NLP Intent ClassificationComparing SetFit, FastFit, and Semantic Router to find the best NLP chatbot intent detection algorithmMay 13, 2024A response icon2May 13, 2024A response icon2
Published inTDS ArchiveThe Definitive Guide to Structured Data Parsing with OpenAI GPT3.5Systematically comparing Instructor, Fructose, and Langchain for three complex real-world structured data parsing tasks.Apr 16, 2024A response icon1Apr 16, 2024A response icon1
Published inTowards AISemantic Caching in Generative AI ChatbotsReduce LLM latency and cost by over 95% using OpenAI, LiteLLM, Qdrant, and Sentence Transformers!Mar 11, 2024A response icon1Mar 11, 2024A response icon1
Published inTDS ArchiveDecoupled Frontend — Backend Microservices Architecture for ChatGPT-based LLM ChatbotA Practical Guide to Building a Headless ChatGPT Application with Streamlit, FastAPI, and the OpenAI APIMay 24, 2023May 24, 2023
Published inTDS ArchiveAnatomy of LLM-Based Chatbot Applications: Monolithic vs. Microservice Architectural PatternsA Practical Guide to Building Monolithic and Microservice Chatbot Applications with Streamlit, Huggingface, and FastAPIMay 8, 2023A response icon1May 8, 2023A response icon1
Published inTDS ArchiveArXiv Scientific Papers Vector Similarity SearchRun semantic search queries on ~640K papers in <50ms using Dask, SBERT SPECTRE, and Milvus Vector databaseAug 9, 2022Aug 9, 2022
