A python library for decision tree visualization and model interpretation.
Projetos de IA de código aberto
Projetos de IA de código aberto do GitHub que vale a pena acompanhar: LLMs, agentes, RAG, implantação local, imagem e voz… 1056 projetos até agora.
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Todos 1056🧠 Grandes modelos de linguagem 26🤖 Agentes de IA 166🧩 Plataformas de desenvolvimento de apps 23📚 RAG e bases de conhecimento 46💬 Interfaces de chat e clientes 42🖥️ Inferência e implantação local 87👨💻 Programação com IA 99🛠️ Frameworks e SDKs 48🔌 MCP e ecossistema de ferramentas 35🎨 Geração de imagens 25🎬 Geração de vídeo 17🎙️ Voz e áudio 43👁️ Visão computacional 28📄 Análise de documentos e scraping 25🗄️ Bancos de dados vetoriais 25🏋️ Treinamento, ajuste fino e MLOps 76🧪 Avaliação, observabilidade e segurança 82🚪 Gateways e proxies de API 12🔎 Busca e pesquisa profunda 15⚙️ Bibliotecas de deep learning 57🏷️ Dados e anotação 32🔬 IA para indústria e ciência 35⚡ Ferramentas de produtividade 12
More powerful, scalable vector retrieval in PostgreSQL.
Distributed LLM inference. Connect home devices into a powerful cluster to accelerate LLM inference. More devices means faster inference.
AI agent microservice
RamaLama is an open-source developer tool that simplifies the local serving of AI models from any source and facilitates their use for inference in production, all through the familiar language of containers.
macOS dictation app
Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).
Inspect: A framework for large language model evaluations
OpenBitFun combines a high-performance agent runtime written in Rust with a polished desktop application. It pairs the depth of a Code Agent with open, general-purpose capabilities for work beyond software development.
An open-source visual programming environment for battle-testing prompts to LLMs.
DeepTeam is a framework to red team LLMs and AI agents.
Multi-framework streaming Markdown renderers for AI apps: Vue/Nuxt, React/Next.js, Svelte, and Angular, with Mermaid, KaTeX, stream-diffs code blocks, safe HTML, and low-jitter updates.
Deepnote is a drop-in replacement for Jupyter with an AI-first design, sleek UI, new blocks, and native data integrations. Use Python, R, and SQL locally in your favorite IDE, then scale to Deepnote cloud for real-time c
PyTorch native quantization for training and inference
Community maintained hardware plugin for vLLM on Huawei Ascend
Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.ai
Data manipulation and transformation for audio signal processing, powered by PyTorch
Ruler — apply the same rules to all coding agents
[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.
Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
OpenLIT is the open-source agent harness engineering platform: trace, evaluate, guard, and improve everything around the model in your AI agents, on OTEL.