Popular GitHub Repositories for Ngrok

? RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. Built w/ Rasa, FastAPI, Langchain, LlamaIndex, SQLModel, pgvector, ngrok, telegram

A next-gen FOSS self-hosted unified zero trust secure access platform that can operate as a remote access VPN, a ZTNA/BeyondCorp architecture, API/AI gateway, a PaaS, an infrastructure for MCP & A2A architectures or even as an ngrok-alternative and a homelab infrastructure.

Tutorial on creating and deploying chatbot locally using open source RASA. Uses chat widget with flask and ngrok.

Expose HTTP/SSH/TCP services through SSH port forwarding

Serve Ollama LLMs on Google Colab (free plan) using Ngrok

Fullstack Next.js Application Builder that uses a Spark Engine AI multi-agent system project for generation, Supabase and Vercel for deployment

Open source RAG with Llama Index for Japanese LLM in low resource settting

Question Answering System for Android Devices. 4 approaches implemented in backend for QA System i.e., Naive Approach, Word Embedding Technique (Word2Vec, Glove), Simple transformer and Bert. For frontend, an Android app is used.

Whatsapp Assistant using FastAPI, Google Gemini, WhisperAI, Twilio and Ngrok.

AI powered WhatsApp chatbot

MSc project: design, develop and evaluate a conversational story-teller dialogue system. The system is developed in python and makes use of a Telegram web interface. The connection between the system and the web interface is done by using a SSL connection provided by Ngrok. The system includes a BERT model with a span classification head on top to handle user questions. A naive bayes classifier is used for the sentiment analysis task and a Rasa intent classifier is used to recognise user intents.

Question Answering Chatbot with DistilRoBERTa Sentence Embeddings, Dialogflow and Ngrok

Answer medical queries through a simple LLM chatbot rather than searching the web and piecing it together on your own

make personalized chatbots that scale

This repository is an outcome of a project-based course, to build an AI assistant using RASA framework that collects a daily log of health data by text message and posts the data to a spreadsheet.

This repo contains the notebook python code to run Ollama on Google Colab with Ngrok and Gradio as ChatBot with Memory and Verbose generation

A reverse proxy to expose a local service behind a NAT or firewall to the internet over TLS encrypted TCP and/or UDP tunnels!

Self-hosted ingress proxy & VPN tunnel. Securely exposes private local & Docker-based services to the Internet, with free, automatically renewable SSL certificates.

A smart Slack bot to chat with PDF invoices, quotations and content on Slack channels using vector embeddings. Perfect for small to medium sized SMMAs