isabelle.hashnode.devStreamlit Chatbot with LlamaIndex (I)Today, we are going to create a chatbot that answers queries about members of the Build Club, a community of passionate AI builders! Members provide general information about their current projects and start-up when they join, and also regular build ...Mar 11, 2024·10 min read
isabelle.hashnode.devCan Gemini find Wally?On the 6th of December, Google DeepMind released its long-awaited Gemini AI model. Gemini is built with multimodality in mind, this means that it is capable of understanding text, images, videos, audio, and code. Just before Christmas, I joined a Lab...Dec 29, 2023·9 min read
isabelle.hashnode.devA journey from LLM Chain to Agents using Langchain (part 2)Code available to run on Colab: https://gist.github.com/IsisChameleon/dae06d3d99e26e083345a32466e5e417 including Conversational agent using Langchain React agent Langchain agent with a llama_index retriever Simple Agents Chains are statically de...Oct 6, 2023·5 min read
isabelle.hashnode.devA journey from LLM Chains to Agents using Langchain (Part 1)Part 1 - Chains LLM Chains are used to statically link multiple LLM interactions to build complex functionality. The Langchain Python library provides a wrapper to connect LLMs and tools from different providers. The code of this blog is available he...Sep 15, 2023·7 min read
isabelle.hashnode.devKnowledge QA using Retrieval Augmented Generation (RAG)Summary In this post, we implement an application of the Retrieval Augmented Workflow to create a bot that answers questions on the NDIS Price Guide. This is one way to leverage the capability of LLMs on data they haven't been trained on. The code is...Aug 12, 2023·11 min read
