Torben Haackt0rb3n.hashnode.dev·Dec 20, 2024Korrektor: Wie KI Clean Code zugänglich machtDie Idee kam spontan: "Wie viel kann man in nur 30 Minuten mit modernen KI-Tools erreichen?". Die Antwort: mehr als erwartet. Mit Korrektor entstand ein funktionaler Prototyp – ein Tool, das Code analysiert und basierend auf den Prinzipien von Clean ...ollama
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...ChatBots 🤖 - 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...1 like·43 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 ...Langchai
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...similarity_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, ...langchain
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...generative 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...120 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. ...App 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...dashboard
