Murtaza Icecreamwala
About Certifications Projects Blog Streamlit Apps

    Building Production-Ready RAG Systems - An Agnostic Approach

    RAG LLM Vector DB Python Embeddings Ollama LocalAI vLLM Milvus OpenLit

    A deep dive into building flexible and scalable RAG systems that work with any LLM, Vector DB, or embedding model.

    08 December 2024

    The Rise of Autonomous AI Agents

    AI Agents Autonomous Systems LLM Machine Learning

    Exploring the emergence of autonomous AI agents, from simple task automation to complex multi-agent systems that are reshaping how we interact with artificial intelligence.

    02 December 2024

    Advanced LLM Fine-tuning Techniques for 2024

    LLM Fine-tuning AI Machine Learning

    Exploring cutting-edge techniques in LLM fine-tuning, from Parameter-Efficient Fine-Tuning (PEFT) to domain adaptation strategies that are revolutionizing how we customize large language models.

    29 November 2024

    The Evolution of RAG - Beyond Basic Retrieval

    RAG LLM Vector Databases AI

    Exploring advanced RAG architectures and techniques that are pushing the boundaries of context-aware AI systems, from hybrid retrievers to adaptive chunking strategies.

    27 November 2024
    with by Murtaza Icecreamwala
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