Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Chat Bot
A software application used for an online chat via text or text-to-speech, instead of giving contact with a human.
- GitHub: https://github.com/topics/chatbot
- Wikipedia: https://en.wikipedia.org/wiki/Chatbot
- Related Topics: bot, telegram-bot,
- Aliases: chat-bot,
- Last updated: 2025-01-12 00:04:14 UTC
- JSON Representation
https://github.com/ashharr/chatbot-ml-sih-2019
A Customer Support Chatbot using Machine Learning for Smart India Hackathon 2019 ( Winning Idea)
chatbot dialogflow dialogflow-api python
Last synced: 04 Jan 2025
https://github.com/hellostealth/stealth-facebook
Facebook Messenger driver for Stealth
chatbot facebook-bot facebook-messenger facebook-messenger-bot ruby stealth stealth-facebook
Last synced: 15 Nov 2024
https://github.com/jef1056/jadeai
JadeAI and AgateAI
ai chatbot discord-bot jade object-detection python3 tensorflow
Last synced: 10 Oct 2024
https://github.com/editor-syntax/prompt-dataset
My dataset (CSV) with a list of prompts for ChatGPT and GPT.
chatbot chatgpt chatgpt3 dataset datasette gpt-3 prompt prompt-engineering
Last synced: 09 Nov 2024
https://github.com/kardelruveyda/openai-dotnet-turkish-book
Bu kitap, OpenAI'nin resmi .NET API kütüphanesi olan openai-dotnet ile yapay zeka projelerinde nasıl etkin bir şekilde çalışılacağını anlatan kapsamlı bir rehber sunmaktadır. Kitapçık, hem temel kullanıcılar hem de ileri düzey yazılım geliştiriciler için hazırlanmıştır
chatbot dotnet dotnetapi openai rag turkishbook
Last synced: 13 Oct 2024
https://github.com/opennyai/jugalbandi-manager
Jugalbandi (JB) Manager is a full AI-powered conversational chatbot platform. It's platform agnostic and can serve multiple channels such as WhatsApp or custom web interfaces. It can handle conversations in both text and voice across any language. It comes with Bhashini Speech models out of the box and can failover to Azure. For more info -> ReadMe
chatbot multilingual-models whatsapp-bot
Last synced: 22 Nov 2024
https://github.com/tarcisio-marinho/eliza
Assistente pessoal para Linux
ai aichatbot assistant assistant-chat-bots assistant-personnel assistente chatbot eliz eliza ia iachatbot linux personal persornalassistant pessoal
Last synced: 30 Dec 2024
https://github.com/btarg/discord-openai-bot
A Discord chatbot that uses OpenAI's API to generate conversation.
ai chatbot discord gpt-3 openai python text-generation
Last synced: 16 Nov 2024
https://github.com/muhiris/wgpt
A simple CLI Application for Google Bard without API key
ai artificial-intelligence chat chatbot chatbot-api chatbot-api-free chatbot-api-free-without-api-key chatbot-without-api chatbots chatgpt cli cli-app free gpt gpt-3 gpt-35-turbo openai wgpt
Last synced: 04 Dec 2024
https://github.com/inforkgodara/python-chat-application
It is a simple python socket-based chat application where communication established between a single server and client.
chat chatbot inforkgodara python python-chat python-chat-application python-chatbot python-chatroom python-script python-socket pythonchatapplication pythonsocket realtime realtime- socket socket-programming
Last synced: 30 Oct 2024
https://github.com/tomzaku/chat-app-mqtt-react-native
Chat App MQTT with React Native
chat chatbot mqtt react-native
Last synced: 14 Oct 2024
https://github.com/rabilrbl/TGBOT
Telegram bot that integrates both ChatGPT and BingAI
Last synced: 29 Oct 2024
https://github.com/wlun001/pocket-health-advisor
Make healthcare easier [Not maintained]
chatbot firebase-cloud-functions healthcare infermedica-api kotlin-android
Last synced: 29 Oct 2024
https://github.com/brunosobrino/openai-botwa
WhatsApp Bot que usa la IA de OpenAI creado por @rtwone y editado por @BrunoSobrino
Last synced: 14 Oct 2024
https://github.com/farukalamai/ai-chatbot-using-langchain-pinecone
Chatbot Answering from Your Own Knowledge Base: Langchain, ChatGPT, Pinecone, and Streamlit
ai ai-bot aichatbot artificial-intelligence chatbot chatgpt generative-ai gpt-3 gpt-4 langchain llm openai pinecone streamlit streamlit-webapp webapplication
Last synced: 07 Nov 2024
https://github.com/sanidhyy/companion-ai
Crafting AI companions for authentic and engaging conversations.
ai artificial-intelligence chatbot chatgpt companion jarvis jarvis-ai javascript js next nextjs openai react reactjs tailwind tailwindcss ts typescript
Last synced: 23 Dec 2024
https://github.com/eon01/openaigptforpythondevelopersfiles
This repository contains the code and other resources used in OpenAI GPT for Python Developers (2nd Edition)
ai aiml chatbot chatgpt chatgpt-api embeddings gpt gpt-3 gpt-35-turbo gpt-4 ml openai weaviate
Last synced: 02 Jan 2025
https://github.com/lintangwisesa/express-bottender-messenger-mongodb
Facebook Messenger chat-bot on Express.js. Chats & sessions are saved on MongoDB.
bottender chatbot express facebook-messenger mongodb nodejs
Last synced: 11 Nov 2024
https://github.com/fga-eps-mds/2019.1-ada
A Ada é um chatbot com objetivo de facilitar a transformação full-stack e a integração entre equipes multidisciplinares em organizações envolvidas com desenvolvimento de software através de comunicação fácil e em linguagem natural e monitoramento completo do pipeline de produção de softwares.
chatbot development full-stack management
Last synced: 17 Dec 2024
https://github.com/cubxxw/blog
Xinwei(bear) blog system 博客系统 | ChatGPT | Sora | CloudNative | 定期分享前沿的 AI | ChatGpt | LLM | Sora 技术。欢迎订阅 RSS https://nsddd.top/zh/posts/index.xml
ai awesome awesome-ai blog chatbot github hugo kubernetes llmops openim sora
Last synced: 11 Oct 2024
https://github.com/trandangtrungduc/llama-paper-summary
Code, Resources - Personal project - Llama Paper Summary - October 14, 2024.
chatbot gradio llama3 llm natural-language-processing python
Last synced: 03 Dec 2024
https://github.com/archismwanchatterjee/geekathon1.0
Your personal AI-trip planner to make travel planning simple.
ai-models aws-dynamodb chatbot google-cloud-platform google-maps-api nodejs reactjs
Last synced: 28 Nov 2024
https://github.com/allan-nava/go-bard
Go package that returns response of Google Bard through API.
bard bard-api chatbot go-library golang google google-bard-api google-bard-go googlebard llm nlp
Last synced: 27 Oct 2024
https://github.com/omatt/messenger-chatbot
Facebook Messenger chat bot using Heroku + Firebase
Last synced: 01 Nov 2024
https://github.com/nyancatda/shionbot
MediaWikiBot,通过聊天软件对MediaWiki进行信息查询的机器人,支持QQ,Telegram,Line,KaiHeiLa
bot chatbot kaiheila line linebot mediawiki mediawiki-bot qqbot telegram-bot
Last synced: 11 Oct 2024
https://github.com/gauthierpiarrette/akita-ai
Your command-line, context-aware chatbot for instant codebase insights & more ✨
chainlit chatbot chatgpt cli copilot langchain llm openai openai-chatgpt python python-package
Last synced: 04 Dec 2024
https://github.com/candlewill/chatscript_doc
A collection of document for ChatScript dialog engine
chatbot chatscript chatscript-engine dialog dialogue-agents
Last synced: 17 Nov 2024
https://github.com/jm33-m0/jimbot-go
A Telegram bot created for my gf, written in Go
bot chat-application chatbot telegram-bot
Last synced: 06 Nov 2024
https://github.com/caioagiani/ia-chatbot
Artificial intelligence bot using Watson IBM Cloud
api backend bot chatbot ibm-cloud ibm-watson watson watson-assistant
Last synced: 06 Nov 2024
https://github.com/pbj224/ResearchGPT
A happy medium between AI search and GPT Agents
agents ai ai-search artificial-intelligence autonomous-agents chatbot chatgpt google-search-api gpt gpt-4 machine-learning openai openai-api python web-scraping
Last synced: 11 Nov 2024
https://github.com/StdioA/beancount-bot
A RAG-powered Telegram / Mattermost bot to record beancount transactions with few words
beancount chatbot ledger mattermost rag telegram
Last synced: 11 Jan 2025
https://github.com/rsnlabs/rsnchat-js
A package for interacting with GPT4-based chat services, OpenChat, Bard, Gemini, Bing, LlaMa, CodeLlama, Mixtral, Claude, Naomi, Prodia, Kandinsky, Absolutebeauty, Sdxl, Dalle and AI Icon
ai artificial-intelligence chat chatbot
Last synced: 22 Oct 2024
https://github.com/shuvra-matrix/gemini-ai--mern
Gemini AI is an innovative web application that brings an interactive chat experience with Google Gemini AI.
chatbot chatgpt fullstack fullstack-development gemini gemini-api gemini-pro mern mern-stack mernproject mongo nodejs reactjs
Last synced: 26 Dec 2024
https://github.com/teamkillerx/ryuzakilib
RyuzakiLib is a downloader tool, ChatGPT Free, FluxAI Free, image generator [PYTHON-BACKEND] all supported
backend chatbot chatgpt chatgpt-api class-python cpp fastapi fluxai golang hacktoberfest java javascript julia pyrogram python python3 ruby ryuzakilib telegram tools-downloader
Last synced: 19 Dec 2024
https://github.com/cooloneofficial/photobot
📸 Chatbot for photographers
botter chatbot photographers swift telegram telegram-bot telegram-bot-api vapor vk vk-bot vk-bot-api vkontakte
Last synced: 14 Nov 2024
https://github.com/clivern/wit-java
🗿Java Library For Wit.ai
bots chatbot chatbots machine-learning natural-language-processing nlp speaker-recognition wit-ai
Last synced: 16 Nov 2024
https://github.com/nouralmulhem/enhancing-llm-with-jenkins-knowledge
🚀 this project aims to develop an app using an existing open-source LLM with data collected for domain-specific Jenkins knowledge that can be fine-tuned locally and set up with a proper UI for the user to interact with.
chatbot llama2 llm python pytorch rag
Last synced: 22 Dec 2024
https://github.com/arunprsh/ChatGPT-Decoded-GPT2-FAQ-Bot-RLHF-PPO
A Practical Guide to Developing a Reliable FAQ Chatbot with Reinforcement Learning and Human Feedback using GPT-2 on AWS
aws chatbot gpt-2 gpt2 question-answering reinforcement-learning rlhf sagemaker transformers
Last synced: 31 Oct 2024
https://github.com/patw/bottybot
A conversational UI for chatbots using the llama.cpp server
anthropic-claude chatbot flask llamacpp mistral-ai openai-api
Last synced: 28 Nov 2024
https://github.com/muzykantov/tgpt
TGPT - Lightweight GPT Telegram Bot built in Go
chatbot fast go gpt lightweight minimalistic raspberry-pi
Last synced: 20 Oct 2024
https://github.com/ryanccn/blahaj
A multipurpose, fun Discord bot.
bot chatbot discord discord-bot discord-presence discordjs docker nodejs self-hosted stable-diffusion typescript
Last synced: 01 Oct 2024
https://github.com/DisStreamChat/Backend
Code for the DisStreamChat backend, including the discord bot and twitch bot.
chatbot discord hacktoberfest javascript tmi tmijs twitch websocket websockets
Last synced: 23 Oct 2024
https://github.com/yavuzkomecoglu/humans-chatbot
https://youtube.com/dnomak sohbetlerine facebook messenger chatbotu ile erişin
chatbot graphql messenger-chatbot nodejs
Last synced: 31 Oct 2024
https://github.com/zoho/salesiq-mobilisten-ios
Your mobile app's ideal live chat partner. Power up your iOS App with the SalesIQ Mobilisten iOS SDK.
chat-sdk chatbot customer-support ios livechat mobilisten mobilisten-ios-sdk salesiq-ios-sdk salesiq-mobilisten-ios supportsdk
Last synced: 14 Dec 2024
https://github.com/mrlynn/mongodb-stitch-slack-urlstash
An Example MongoDB Stitch Slack Chatbot - Slash Command to Store URLs in MongoDB
chatbot mongodb mongodb-stitch slack slack-commands slack-webhook stitch
Last synced: 08 Nov 2024
https://github.com/cbartram/chatbot
A Simple Wit.Ai powered Healthcare Chatbot
chatbot express javascript nodejs react witai
Last synced: 16 Nov 2024
https://github.com/bigsk1/claude-plus
Claude Plus is an advanced AI-powered development assistant that combines the capabilities of Anthropic's Claude AI with a suite of development tools.
ai ai-assistant ai-engineering ai-search anthropic anthropic-claude chatbot claude-ai claude-api developer-tools fastapi homelab llm-agent searxng self-hosted tavily
Last synced: 12 Dec 2024
https://github.com/antoine-aumjaud/api-synology-chatbot
API - Synology chatbot
api api-ai chatbot dialogflow sparkjava synology synology-chatbot synology-nas
Last synced: 04 Nov 2024
https://github.com/ashot72/ai-youtube-video-chat
AI YouTube Video Chat application, to ask questions to a YouTube video bot and get answers.
ai-chatbot chatbot chatgpt hnswlib langchain large-language-models llm mongodb mongodb-atlas mongodb-atlas-cloud mongodb-cloud mongodb-cloud-database next-auth next-auth-provider nextjs13 prisma prisma-orm prismajs vector-database youtube-transcripts
Last synced: 30 Dec 2024
https://github.com/aashreys/chatbot-example
A chatbot built with Rasa NLU and Node.js
Last synced: 16 Nov 2024
https://github.com/rjarman/bus-mama
The Bus-Mama is a bus tracking mobile application for the transportation of the students of BSMRSTU. It helps the students of our university by showing the available route, bus, and their exact location. This app includes real-time bus tracking which is going to solve a problem that university students have been facing for many years. Students are often seen missing their buses. Often they can't maintain the bus time. Since there are many buses in our university, students can easily catch a bus if they know where and when it will pass by. My goal is to track the buses and make hardware, mobile application, and machine learning solution to solve the issue. This way the students can get relief from missing the bus and use the buses efficiently. The main idea is to track the buses. GPS trackers will be attached to every bus that will give the current position of them and automatically sync on the server. The Bus-Mama mobile application will show every real-time position of those buses. This application will be installed on students' mobile phones and in this way the students can easily maintain their transportation. In this application, the current location of the bus can be seen through Google map. Every bus will have a specific marker on Google map and all the details about a specific bus will be shown by clicking on the marker. There will be seen about how far the bus is, from which direction it will come, how much time to reach the bus, how much time it will take if there is any traffic on road, etc. There is also a search option to know about any specific bus details. There is also a list of all buses with sufficient details that will help students to know about all the details. Every student will have an account through which they can access bus data. Another main objective is the Bus-Mama Chatbot in the Bengali language so that the students can communicate to know about the bus easily. For now, they can make conversation only about bus-related information. The Chatbot is not yet able to make conversation except bus-related questions. If anyone asks anything except bus-related questions, it cannot reply to the question rather it will give a tag to the question as a reply. As the Chatbot is created in the Bengali language, it has used the "trie" data structure in lemmatization. A library has been designed to lemmatize the Bengali words. Almost 63,205 Bengali words have been lemmatized by using the library to train the SVM machine learning model.
angular bangla chatbot distancematrixservice googlemap gps iot javascript lemmatization machine-learning mongodb nodejs nosql python scss socket svm tfidf-vectorizer trie typescript
Last synced: 20 Nov 2024
https://github.com/gersonfreire/telegram-bot-framework
🤖 Application-level library for building bots in Telegram.
chatbot cryptography dotenv framework object-oriented-programming plugin-manager python python-library python-telegram-bot python-telegram-bot-template python-venv python-windows stripe telegram telegram-api telegram-bot telegram-bots telegram-commands telegram-framework telegrambot
Last synced: 05 Nov 2024
https://github.com/nemanja-m/lucy
Chatbot based on Key-Value Memory Networks
Last synced: 17 Dec 2024
https://github.com/SanHacks/AiGen
Multi Model Personal Assistant Wrapper in Go: Interact with ChatGPT, Claude or Ollama Cross Platform (Speech & Image generation supported)
chatbot gpt3-turbo openai speech-recognition speech-synthesis speech-to-text text-to-speech tts voice whisper
Last synced: 15 Nov 2024
https://github.com/prajapatihet/donorconnect
We are developing a mobile application using Flutter to streamline blood and organ donation processes, benefiting both patients and donors. This innovative platform enables hospitals to efficiently connect with donors, and vice versa, facilitating quicker and more effective matching.
api chatbot dart flutter gssoc gssoc-ext hacktoberfest hacktoberfest-accepted mongodb
Last synced: 19 Dec 2024
https://github.com/nileshsah/robomax
A machine-learning based open-domain QA chatbot from scratch 🤖
chatbot ipynb machine-learning natural-language-processing notebook
Last synced: 11 Oct 2024
https://github.com/carpedeum-fr/geomesse-api
GeoMesse, an app to get mass time in your country (starting with France 🇫🇷🥖🧀🍷🚬)
catholic chatbot php symfony symfony-api symfony-application symfony3
Last synced: 13 Oct 2024
https://github.com/home-assistant/hassbot
HassBot is the chat assistant for the Home Assistant chatrooms on Gitter.
Last synced: 29 Sep 2024
https://github.com/mindpal-space/docubot
Chat with any document
chatbot cohere openai pinecone vector-database
Last synced: 22 Dec 2024
https://github.com/oxagast/franklin
Franklin is a LLM powered AI IRC chat bot
artificial-intelligence bot chatbot chatbot-platform chatgpt cohere cohere-ai command gpt gpt-3-5-turbo irc irc-bot irc-bot-framework irssi large-language-models llm llm-prompting prompt-engineering
Last synced: 22 Dec 2024
https://github.com/jtmuller5/custom-gpts-directory
Giant directory of public Custom GPTs
chatbot chatgpt custom-gpt custom-gpts gpts gptstore
Last synced: 05 Nov 2024
https://github.com/alexmhack/django-rasa-sockets
Rasa Chatbot using Django backend and Sockets for communication
browserify chatbot django-backend django-rasa-sockets django2 rasa rasa-chatbot socket socket-io
Last synced: 15 Nov 2024
https://github.com/pycomet-zz/lottery-telegram-bot
This is a lottery bot you to use into creating a campaign with give aways and lucky draws
chat-application chatbot lottery-bot lottery-program telegram telegram-api telegram-bot-api
Last synced: 25 Oct 2024
https://github.com/slabua/lsabot
LSA-Bot is a new, powerful kind of Chat-bot focused on Latent Semantic Analysis.
chatbot decomposition latent-semantic-analysis lsa lsa-bot svd tanimoto
Last synced: 05 Nov 2024
https://github.com/vinaysomawat/pizza-ordering-chatbot
Pizza Ordering ChatBot using Dialogflow and Firebase with help of Google assistant.
chatbot dialogflow firebase-database pizza-order
Last synced: 12 Nov 2024
https://github.com/jalajthanaki/chatbot_rule_based
Built the chatbot using rule-based approach.
chatbot pattern-matching pattern-recognition rule-based
Last synced: 05 Jan 2025
https://github.com/gabrielscabrera/banterbot
BanterBot: An OpenAI ChatGPT-powered chatbot with Azure Neural Voices. Supports multilingual speech-to-text and text-to-speech interactions. Features real-time monitoring and tkinter frontend.
chatbot chatgpt gpt gui texttospeech tk tkinter-gui tts
Last synced: 12 Nov 2024
https://github.com/ROBROICH/Teams-Chatbot-SAP-NW-Principal-Propagation
Hands-On lab that demonstrates a Node.JS client that implements principal propagation from Azure Directory to SAP Netweaver to call a SAP OData service
active-directory azure chatbot sap
Last synced: 21 Nov 2024
https://github.com/ivanfilipov/chatbot_fmi_students
source code and documentation for the chatbot project, developed for the students from the Faculty of Mathematics and Informatics at Sofia University
chatbot chatbot-fmi-students javascript moodle telegram-bots
Last synced: 15 Dec 2024
https://github.com/andraxdev/speak-gpt-web
Web version of SpeakGPT created using ReactJS and Google Material Design 3.
api chatbot chatgpt chatgpt-client claude gemini gpt gpt-4 gpt-4o gpt-vision jsx llama material-design openai openai-api perplexity react reactjs
Last synced: 23 Oct 2024
https://github.com/jonchurch/botkit-middleware-lex
Use AWS Lex service with Botktit
Last synced: 23 Oct 2024
https://github.com/louis70109/pleaguebot
P+ League Chatbot(unofficial)(deprecated)
basketball chatbot crawler line
Last synced: 15 Oct 2024
https://github.com/dark-art108/megatronbot
MegatronBot is a Full-Fledged ChatBot with some awesome Powers 🔥🔥
bert-model chat-application chatbot elmo nlp nlu
Last synced: 12 Nov 2024
https://github.com/gustavz/jaivus
JAIvus is a ChatGPT powered personal assistant implemented in python and deployed as streamlit app
chatbot chatgpt openai python speech-to-text streamlit text-to-speech
Last synced: 19 Nov 2024
https://github.com/maxinexiong/chatgpt-tkinter-desktop-app
An unofficial tkinter desktop application that enables natural language conversations with OpenAI's ChatGPT directly from your local computer using o1 models, GPT-4o mini, GPT-4o, or GPT-4 Turbo model. With its user-friendly interface and message audio playback, this app aims to provides an enjoyable experience akin to talking to a real person.
ai-project chat-completion-api chatbot chatgpt customtkinter gpt-4-turbo gpt-4o gpt-4o-mini gui-application o1-mini o1-preview openai-api openai-api-chatbot openai-chatgpt python tkinter
Last synced: 21 Dec 2024
https://github.com/ranitmanik/gemini-clone
Google Gemini Clone 2024
ai ai-chat ai-chat-bot ai-chatbot ai-chatbots chatbot css gemini gemini-ai gemini-api google google-gemini-ai javascript npm react vercel vite
Last synced: 30 Nov 2024
https://github.com/mayank-cse/ecommercemerchandizerbot
Go To Market bot is an Enterprise AI Chatbot, a conversation agent that manages the on field staff (e-commerce merchandiser or vendors) of multinational companies operating from different locations and retail stores.
bot-framework chatbot chatbots microsoft-azure microsoft-bot-framework microsoft-cognitive-services microsoft-sql-server
Last synced: 12 Oct 2024
https://github.com/schoobani/persian-generative-chatbot
A repo dedicated to different approaches in building a Persian Generative Chatbot.
chatbot persian text-generation
Last synced: 20 Nov 2024
https://github.com/crispengari/chatbot
this is a simple ai chatbot, with python pytorch and natural language processing.
artificial-intelligence chatbot deep-learning javascript natural-language-processing nextjs python typescript
Last synced: 16 Dec 2024
https://github.com/flyingfathead/telegrambot-openai-api
A feature-rich Python-based Telegram bot for OpenAI API & Perplexity API
bot bot-framework chatbot gpt-3-5-turbo gpt-35-turbo gpt-4 gpt-4-api gpt4-api openai openai-api openai-api-chatbot perplexity-api telegram telegram-bot telegram-bot-api telegram-bot-app whisper whisper-ai whisper-api
Last synced: 12 Nov 2024
https://github.com/hailiang-wang/directlineapi
Microsoft Botframework Direct Line API library
bot botframework chatbot microsoft
Last synced: 11 Oct 2024
https://github.com/wendellast/gui
👽 GUI is a personal AI developed in Python3. It is a great tool that can be used to improve communication and understanding.
assistive-technology chatbot gpt ia llm personal-assistant python3 streamlit textual
Last synced: 20 Nov 2024
https://github.com/wendellast/sara-ia-qt
O projeto Sara é uma inteligência artificial desenvolvida para atuar como uma assistente pessoal, totalmente escrita em Python3. Projetada para simplificar a vida cotidiana dos usuários, Sara integra funcionalidades inteligentes e personalizáveis que a tornam uma parceira eficiente em diversas tarefas.
assistentevirtual chatbot pyqt5
Last synced: 20 Nov 2024
https://github.com/jef1056/jade_t5
Conversational T5 model, finetuned for long-context conversational tasks
chatbot conversational-ai language-model python t5 tensorflow
Last synced: 22 Nov 2024
https://github.com/yaricom/chatbot-shopping-list
This is simple chatbot application with Natural Language Understanding to maintain very simple shopping list
chat-bot chatbot natural-language-processing natural-language-understanding rasa-nlu spacy-nlp
Last synced: 05 Nov 2024