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Wenqi GlantzinBetter ProgrammingExploring ReAct Agent for Better Prompting in RAG PipelineAnalyzing Amazon’s recent disclosures and attitudes towards LLMs with LlamaIndex’s ReAct Agent and Cybersyn data from Snowflake MarketplaceSep 22, 2023Sep 22, 2023
A B Vijay KumarPrompt Engineering: Retrieval Augmented Generation(RAG)Implement RAG technique using Langchain, ChromaDB on GPT 3.5 Turbo t for conversational chatbot on a PDF document.Jul 23, 202312Jul 23, 202312
Maxime LabonneinTowards Data ScienceFine-tune a Mistral-7b model with Direct Preference OptimizationBoost the performance of your supervised fine-tuned modelsJan 19Jan 19
Marcello PolitiinTowards Data ScienceDeploy Tiny-Llama on AWS EC2Learn how to deploy a real ML application using AWS and FastAPIJan 123Jan 123
IVAN ILINinTowards AIAdvanced RAG Techniques: an Illustrated OverviewA comprehensive study of the advanced retrieval augmented generation techniques and algorithms, systemising various approaches. The article…Dec 17, 202338Dec 17, 202338
George StavrakisinTowards Data ScienceExtracting text from PDF files with Python: A comprehensive guideA complete process to extract textual information from tables, images, and plain text from a PDF fileSep 21, 202323Sep 21, 202323
Ankush k SingalinILLUMINATION’S MIRRORZephyr-7B-α vs. Llama 2 70B vs Mistral-7B : Unraveling the Future of AI Language ModelsAnkush k SingalOct 17, 20237Oct 17, 20237
Zoumana KeitainTowards Data ScienceMeet BERTopic— BERT’s Cousin For Advanced Topic ModelingThis article is a comprehensive overview of using Transformers for automatic topic discoveryJan 26, 20225Jan 26, 20225
AnindyadeepPractitioners guide to fine-tune LLMs for domain-specific use casewith Aditya Khandekar CorridorPlatformsAug 4, 20233Aug 4, 20233
Davis DavidinPython in Plain English7 NLP Project Ideas to Enhance Your NLP SkillsNatural Language Processing (NLP) has emerged as a transformative force that reshapes how we interact with information and communicate with…Sep 19, 20234Sep 19, 20234
Zoumana KeitainTowards Data ScienceHow to Extract Text from Any PDF and Image for Large Language ModelUse these text extraction techniques to get quality data for your LLM modelsJul 25, 20237Jul 25, 20237
Ganesh LokareText Summarization with Hugging Face Transformers: A Beginner’s GuideWhat We Will Cover in This BlogFeb 8, 2023Feb 8, 2023
Kiran Neelakanda PanickerinLlamaIndex BlogMastering PDFs: Extracting Sections, Headings, Paragraphs, and Tables with Cutting-Edge ParserDespite recent motivation to utilize NLP for wider range of real world applications, most NLP papers, tasks and pipelines assume raw, clean…Oct 18, 202314Oct 18, 202314
Nick T. (Ph.D.)Topic Modeling with BERTopic: A Cookbook with an End-to-end Example (Part 1)Feb 11, 2023Feb 11, 2023
Maarten GrootendorstinTowards Data ScienceKeyword Extraction with BERTA minimal method for extracting keywords and keyphrasesOct 29, 202012Oct 29, 202012
Maarten GrootendorstinTowards Data ScienceInteractive Topic Modeling with BERTopicAn in-depth guide to topic modeling with BERTopicJan 6, 202118Jan 6, 202118
