Mostafa IbrahiminGenerative AIHow to Improve Performance of a Retrieval Augmented Generative (RAG) ModelEnhance your RAG model performance with advanced retrieval techniques, user-centric fine-tuning, multimodal integration, and ethical AI…Jul 24Jul 24
Mostafa IbrahiminGenerative AILLaMA 3 Fine-Tuning for Financial Q&A: A Neptune AI Monitoring GuideEnhance your financial analysis capabilities by fine-tuning LLaMA 3 on the Finance Alpaca dataset with Neptune AI monitoring.Jul 21Jul 21
Mostafa IbrahiminCodeContentEfficient Multimedia Retrieval: Exploring Binary and Product QuantizationDiscover how quantization tackles storage and retrieval challenges for multimedia databases through comparative analysis.Jul 7Jul 7
Mostafa IbrahiminCodeContentIntroduction to LLM Evaluation: Navigating the Future of AI TechnologiesThis article delves into the significance of continuous evaluation of Large Language Models (LLMs) and how innovative frameworks and…Jun 101Jun 101
Mostafa IbrahiminTowards AIMastering Evaluations in LangSmith: Enhancing LLM PerformanceIn this article, we explore how LangSmith enhances the evaluation of Large Language Models (LLMs) to improve their performance and ensure…Jun 41Jun 41
Mostafa IbrahiminTowards AIThe Power of Query Translation TechniquesIn this article, we delve into the power of query translation techniques, exploring how they enhance search accuracy and efficiency by…May 27May 27
Mostafa IbrahiminCodeContentIntroduction to LLaMA: A Paradigm Shift in AI Language ModelsIn this article, we explore the revolutionary advancements of the LLaMA series, from its inception to the cutting-edge capabilities of…May 24May 24
Mostafa IbrahiminCodeContentUsing HuggingFace, OpenAI, and Cohere models with LangchainAn in-depth tutorial on how to use popular models with Langchain. This can be used with private data too!May 6May 6
Mostafa IbrahiminCodeContentAn overview of semantic search, knowledge graphs & vector databasesCoupled with an overview of performing semantic search on your own private dataMay 11May 11
Mostafa IbrahiminCodeContentBuilding a knowledge base — Part 1: extracting data by web scrapingScraping Langchain’s documentation to use it as part of a Large Language Model knowledge baseApr 29Apr 29