Latest Open Source Projects

browser-use

19,800

browser-use

TLDR: The browser-use repository provides an easy way to connect AI agents with the browser. It offers features like vision and html extraction, multi-tab management, custom actions, and parallelization of agents. It also collects anonymous usage data for improvement.

ai-agents ai-tools browser-automation llm python Python

2024-10-31 Github

multi-agent-orchestrator

3,900

@awslabs

multi-agent-orchestrator

TLDR: The multi-agent-orchestrator is an open-source framework for orchestrating multiple AI agents to handle complex conversations. It features intelligent intent classification, dual language support, flexible agent responses, context management, extensible architecture, and universal deployment. It comes with pre-built agents and classifiers and offers a variety of examples and quick start guides.

agents ai-agents ai-agents-framework anthropic anthropic-claude aws aws-bedrock aws-cdk aws-lambda chatbot framework generative-ai machine-learning openai openaiapi orchestrator python serverless typescript Python

2024-07-23 Github

RAG_Techniques

11,500

@NirDiamant

RAG_Techniques

TLDR: This repository is a comprehensive collection of advanced Retrieval-Augmented Generation (RAG) techniques. It includes various methods for enhancing RAG systems such as query enhancement, context enrichment, advanced retrieval methods, iterative and adaptive techniques, evaluation, explainability, and advanced architectures.

ai langchain llama-index llm llms opeani python rag tutorials Jupyter Notebook

2024-07-13 Github

Building-llama3-from-scratch

131

@FareedKhan-dev

Building-llama3-from-scratch

TLDR: This repository contains code to build the LLaMA 3 language model from scratch using Python. It explains the components of LLaMA 3 such as pre-normalization using RMSNorm, SwiGLU activation function, Rotary Embeddings (RoPE), and Byte Pair Encoding (BPE) Algorithm. The code shows how to tokenize input data, create embeddings for each token, implement attention heads, self-attention, multi-head attention, SwiGLU activation function, and generate the output.

chatgpt gemini gpt llama-3 llm openai python Jupyter Notebook

2024-05-27 Github

awesome-llm-apps

13,600

@Shubhamsaboo

awesome-llm-apps

TLDR: A curated collection of LLM apps built with RAG and AI agents. Features apps using models from various sources and includes projects in different domains. Also provides instructions for getting started and welcomes contributions.

llms python rag Python

2024-04-29 Github

MoneyPrinterV2

6,100

@FujiwaraChoki

MoneyPrinterV2

TLDR: An application that automates the process of making money online. Features include Twitter bot, YouTube Shorts automater, affiliate marketing, and finding local businesses. Requires Python 3.9 and has installation instructions and scripts for easier usage.

automation cli json money outreach python twitter youtube Python

2024-02-12 Github

LLMs-from-scratch

38,600

@rasbt

LLMs-from-scratch

TLDR: This repository contains code for developing, pretraining, and finetuning a GPT-like LLM. It is the official code repository for the book 'Build a Large Language Model (From Scratch)'. The code is designed to run on conventional laptops and automatically utilizes GPUs if available. It also includes bonus materials and has specific hardware requirements.

chatgpt gpt large-language-models llm python pytorch Jupyter Notebook

2023-07-23 Github

gpt-researcher

15,900

@assafelovic

gpt-researcher

TLDR: GPT Researcher is an autonomous agent for comprehensive web and local research. It produces detailed research reports with citations, addresses issues of misinformation and token limitations in LLMs, and offers features like smart image scraping, long report generation, and multiple source aggregation. It can be installed via various methods and has a multi-agent assistant and enhanced frontend applications.

agent ai automation llms openai python research search webscraping Python

2023-05-12 Github

cryptography

6,877

@pyca

cryptography

TLDR: cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.

Cryptography Python Security Python

2013-08-07 Github