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Published inTowards Data ScienceThe 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 161Apr 161
Published inTowards AISemantic Caching in Generative AI ChatbotsReduce LLM latency and cost by over 95% using OpenAI, LiteLLM, Qdrant, and Sentence Transformers!Mar 111Mar 111
Published inTowards Data ScienceDecoupled 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 inTowards Data ScienceAnatomy 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, 20231May 8, 20231
Published inTowards Data ScienceArXiv 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
