Popular GitHub Repositories for Lex Fridman

Sample Amazon Lex chat bot web interface

AWS QnABot is a multi-channel, multi-language conversational interface (chatbot) that responds to your customer's questions, answers, and feedback. The solution allows you to deploy a fully functional chatbot across multiple channels including chat, voice, SMS and Amazon Alexa.

LexRank algorithm for text summarization

List of all AI related learning materials and practical tools to get started with AI apps

Demonstration of LLM integration into a lex bot using Lambda codehooks and a Sagemaker endpoint.

The project shows how to develop an interactive chatbot using Lex and open APIs. Lex provides operations using User Intent but it may response the dupulicated answers for unknown intents. Thus the proposed architecture uses Open APIs such as ChatGPT.

Amazon Connect Multi-Lingual ChatGPT Voice Bot via AWS Lex written in Java

??? Explore Lex Fridman Podcast Transcripts with a smart chatbot!

Chime SMA ChatGPT Multi Lingual IVR for Square Retail

A multi-platform, serverless chatbot skeleton with Chatbase and Dialogflow integration.

Chat with Lex! A RAG app, using HyDE with milvus DB for vector store, VLLM for LLM inference, and FastEmbed for Embeddings!

Weaviate Lexplorer is an open-source app for discovering Lex Fridman's podcast insights using Next.js for the GUI, Ollama for running LLMs locally and the Weaviate vector database local instance via Docker for storing transcription chunks

Transcription and translation scripts for Lex Fridman podcast about DeepSeek, at 2025-02-03

A conversational agent that answers user questions using transcripts from the Lex Fridman podcast.

A tool belt for deploying AWS Lex bots using yaml or json files easily.

Testing & learning different nlp and lex techniques

Developing a question-answering system using RAG and HYDE techniques based on the Lex Fridman Podcast Transcript dataset.

Energy-Law Query-Master: A highly modular end-to-end RAG-based question answering system for legal documents from EUR-Lex.

AI-Powered Chatbot with Amazon Lex & Bedrock