DataGeekthecodecosmos.hashnode.dev·Dec 1, 2024Mastering Chatbot Memory: A Practical GuideIntroduction Previously on ChatMania (dramatic music playing 🎶), we proudly introduced ChatPal, our shiny new chatbot. It could answer questions, handle small talk, and even fake politeness. But let’s face it—ChatPal had the memory of Dory from Fi...DiscussChatBots 🤖 - From Small Talk 🗨️ to RAG Talk 📚genai
DataGeekthecodecosmos.hashnode.dev·Nov 24, 2024The Bot AwakensIntroduction Welcome to the first step of our Chatbot journey! 🚀 In this blog, we’ll build a simple yet engaging chatbot application—complete with a sleek UI and powered by a dash of Generative AI magic. ✨ Whether you're a coding enthusiast or just...Discuss·1 like·40 readsChatBots 🤖 - From Small Talk 🗨️ to RAG Talk 📚genai
Anix Lynchgozeroshot.dev·Nov 12, 2024Langchain Project 3: Basic copy.ai cloneThis project is about creating a marketing tool that uses a language model to generate different types of content based on user input. The user provides a topic or question, selects the type of content they want (like a tweet, sales copy, or product ...DiscussLangchai
Anix Lynchgozeroshot.dev·Nov 12, 2024Langchain Project 3: Similarity Search ApplicationIn this project, we're building a Similarity Search Application that leverages text embeddings to identify and display items similar to a user-provided word. Specifically, this app provides suggestions for words or objects that are related to an inpu...Discusssimilarity_search
Anix Lynchgozeroshot.dev·Nov 12, 2024Langchain Project 2: Mini Chatbot1. Imports and Setup Code: import os import streamlit as st from langchain_openai import ChatOpenAI from langchain.schema import HumanMessage, SystemMessage, AIMessage Explanation: Import necessary libraries. os is for environment variable access, ...Discusslangchain
Spandan Joshiblogs.spandan.dev·Nov 5, 2024How to Add Memory to AI Chatbots: From Goldfish 🐠 to Elephant 🐘Imagine trying to have a conversation with someone who has absolutely no recollection of anything you've said before - not even from 2 seconds ago. Welcome to the world of Large Language Models! The Memory Problem 🤔 LLMs, despite being very smart, h...Discussgenerative ai
Amador Criadoamatore.dev·Nov 4, 2024RAG Chatbot with Amazon Bedrock & LangChainIntroduction Large Language Models (LLMs) are revolutionizing how we interact with information, but they face challenges with accuracy and access to up-to-date data. Retrieval Augmented Generation (RAG) addresses these limitations by grounding the LL...Discuss·109 readsAWS Bedrock
Mohamed Abdelwahabdataclin.hashnode.dev·Oct 29, 2024Streamlit Basic ComponentsWelcome to this blog post about the basic components of Streamlit, a powerful tool for creating interactive web applications with Python. This guide will introduce you to some of the essential components you can use to build your own Streamlit apps. ...DiscussApp Developmentstreamlit
Vanshika Nagarajanvanshikanagarajan.hashnode.dev·Oct 24, 2024Live Population DashboardWorld Population Dashboard (Simulated) This dashboard showcases a real-time simulation of global population metrics, built using a dummy dataset. While the data is not truly dynamic, it has been manipulated to simulate real-time updates, demonstratin...Discussdashboard
Vanshika Nagarajanvanshikanagarajan.hashnode.dev·Oct 23, 2024Building Interactive Dashboards with Dynamic Data Using Streamlit - Part 1In moment's data- driven world, the capability to harness real- time data is pivotal. Whether tracking key metrics, monitoring operational efficiency, or understanding trends as they unfold, having a dynamic dashboard that updates live can make all t...Discussdynamic data
