Latest Open Source Projects

potpie

2,070
@potpie-ai

potpie

TLDR: Prompt-To-Agent : Create custom engineering agents for your codebase

Python
2024-08-12 Github

VITA

2,000
@VITA-MLLM

VITA

TLDR: VITA-1.5 is an open-source interactive multimodal LLM. It features reduced interaction latency, enhanced multimodal performance, improved speech processing, and a progressive training strategy. It outperforms on various benchmarks and can be trained and used for inference.

large-multimodal-models multimodal-large-language-models Python
2024-08-10 Github

story-adapter

699
@jwmao1

story-adapter

TLDR: This repository contains the official implementation of 'Story-Adapter', a training-free and computationally efficient framework for long story visualization. It uses an iterative paradigm and a global reference cross-attention module to enhance the generative capability of long stories.

diffusion-models generative-art generative-model image-generation storytelling visual-storytelling Python
2024-08-10 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

aisuite

9,900
@andrewyng

aisuite

TLDR: A Python package called aisuite provides a simple, unified interface to multiple Generative AI providers. It allows developers to use multiple LLM through a standardized interface similar to OpenAI's, enabling easy interaction and comparison of results. Currently supports various providers and offers installation options. Comes with an MIT license and welcomes contributions.

Python
2024-06-30 Github

RAG

277
@FudanDNN-NLP

RAG

TLDR: An implementation of the paper 'Searching for Best Practices in Retrieval-Augmented Generation'. Provides installation instructions and a way to run evaluations. If used, requires citing the associated paper.

Python
2024-06-29 Github

oumi

6,950
@oumi-ai

oumi

TLDR: Everything you need to build state-of-the-art foundation models, end-to-end.

Foundation Model Development Model Deployment Model Training and Evaluation Python
2024-05-07 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

RD-Agent

1,617
@microsoft

RD-Agent

TLDR: Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through our open source R&D automation tool RD-Agent, which lets AI drive data-driven AI.

Python
2024-04-03 Github

kotaemon

20,600
@Cinnamon

kotaemon

TLDR: An open-source clean & customizable RAG UI for chatting with documents. Serves end users for QA on their documents and developers for building RAG pipelines. Features include clean UI, support for various LLMs, customizable UI for developers, and more.

chatbot llms open-source rag Python
2024-03-25 Github