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Category: Tutorials

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  • Harpreet Sahota

    December 16, 2023
    LLMOps, Tutorials

    Conversational Agents in LangChain

    Both ways: off-the-shelf and using LCEL Conversational Agents Conversational agents in LangChain facilitate interactive and dynamic conversations with users. Conversation agents…

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  • Brian Mutea

    December 11, 2023
    Tutorials

    Image Captioning Model with TensorFlow, Transformers, and Kangas for Image Visualization

    Image captioning is a compelling field that connects computer vision and natural language processing, enabling machines to generate textual descriptions…

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  • Harpreet Sahota

    November 30, 2023
    LLMOps, Tutorials

    An Intuitive Guide to Convolutional Neural Networks

    With a Focus on ResNet and DenseNet Photo by Ion Fet on Unsplash This comprehensive guide aims to demystify CNNs, providing…

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  • Harpreet Sahota

    November 30, 2023
    LLMOps, Tutorials

    LangChain Document Loaders for Web Data

    And An Assessment of How They Impact Your ragas Metrics If you’ve ever wondered how the quality of information sourced…

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  • Harpreet Sahota

    November 30, 2023
    LLMOps, Tutorials

    Contextual Recall in LangChain Agents

    Empowering Conversational AI with Contextual Recall Memory in Agents Memory in Agents is an important feature that allows them to retain…

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  • Harpreet Sahota

    November 30, 2023
    LLMOps, Tutorials

    Enhancing LangChain Agents with Custom Tools

    How to Create and Implement Custom Tools in LangChain Preliminaries %%capture !pip install langchain openai duckduckgo-search youtube_search wikipedia import os…

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  • Harpreet Sahota

    November 30, 2023
    LLMOps, Tutorials

    Implementing Agents in LangChain

    A Guide to Enhancing AI with Strategic Decision-Making and Tool Integration Agents in LangChain Agents in LangChain are systems that…

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  • Harpreet Sahota

    November 30, 2023
    LLMOps, Tutorials

    LlamaSherpa: Document Chunking for LLMs

    Smart Chunking Techniques for Enhanced RAG Pipeline Performance A huge pain point for Retrieval Augmented Generation is the challenge of…

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  • Ayyuce Kizrak

    November 30, 2023
    LLMOps, Tutorials

    Comparison of NVIDIA A100, H100 + H200 GPUs

    A significant player is pushing the boundaries and enabling data-intensive work like HPC and AI: NVIDIA! This blog will briefly…

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    Comparison of NVIDIA A100, H100 + H200 GPUs
  • Harpreet Sahota

    November 30, 2023
    LLMOps, Tutorials

    Evaluating RAG Pipelines With ragas

    A Guide to Metrics and Stuffing Strategy Assessment In this post, you will learn how to set up and evaluate…

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