Latest Open Source Projects
multi-agent-orchestrator
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.
Building-llama3-from-scratch
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.
gpt-researcher
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.
aider
aider
TLDR: Aider is an AI pair programming tool that works in your terminal and edits code in local git repositories. It works best with GPT-4o and Claude 3.5 Sonnet and can connect to almost any LLM. It offers features like automatic git commits, works with multiple languages, and can edit multiple files at once. It has top tier performance on SWE Bench and received kind words from users.
AgentGPT
AgentGPT
TLDR: AgentGPT is an open-source project that allows users to configure and deploy autonomous AI agents in their browser. It comes with an automatic setup CLI and uses a variety of technologies such as Nextjs, FastAPI, and Langchain.