large-language-models — open-source software health

PyPI · npm

93Excellenthealth index

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

Python★ 26K↓ 1M/moJul 21, 2026

Apache-2.0Jul 21, 2026 · metrics 1.13.0

Maven · PyPI

90Excellenthealth index

ray-project/ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Python · C++★ 43.3KJul 17, 2026

Apache-2.0Jul 17, 2026 · metrics 1.13.0

npm · PyPI

84Goodhealth index

langflow-ai/langflow

Langflow is a powerful tool for building and deploying AI-powered agents and workflows.

Python★ 151.8K↓ 83.4K/moJul 13, 2026

MITJul 13, 2026 · metrics 1.13.0

npm · PyPI

83Goodhealth index

logspace-ai/langflow

Langflow is a powerful tool for building and deploying AI-powered agents and workflows.

Python · TypeScript · JavaScript★ 152KJul 19, 2026

MITJul 19, 2026 · metrics 1.13.0

PyPI · npm · RubyGems

82Goodhealth index

mlc-ai/xgrammar

Fast, Flexible and Portable Structured Generation

C++ · Python★ 1,792↓ 6.6M/moJul 21, 2026

Apache-2.0Jul 21, 2026 · metrics 1.13.0

npm

81Goodhealth index

langfuse/langfuse

🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

TypeScript★ 31.3KJul 17, 2026

Custom licenseJul 17, 2026 · metrics 1.13.0

PyPI

81Goodhealth index

redis/redis-vl-python

Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.

Python★ 416↓ 2.5M/moJul 21, 2026

MITJul 21, 2026 · metrics 1.13.0

npm · crates.io

80Goodhealth index

dust-tt/dust

Custom AI agent platform to speed up your work.

TypeScript★ 1,417↓ 1,921/moJul 17, 2026

MITJul 17, 2026 · metrics 1.13.0

PyPI

80Goodhealth index

onnx/ir-py

Efficient in-memory representation for ONNX, in Python

Python★ 45Jul 21, 2026

Apache-2.0Jul 21, 2026 · metrics 1.13.0

PyPI · npm

79Goodhealth index

NVIDIA-NeMo/Gym

Evaluate and improve models and agents using environments

Python · MDX★ 1,055↓ 406.4K/moJul 18, 2026

Apache-2.0Jul 18, 2026 · metrics 1.13.0

PyPI · npm

78Goodhealth index

observal/observal

Observal is a local registry and analytics platform for your AI components. Setup Observal, define the scope and share your Skills, MCPs and Agents.

Python · TypeScript★ 2,190↓ 2,191/moJul 14, 2026

Apache-2.0Jul 14, 2026 · metrics 1.13.0

PyPI

77Goodhealth index

amazon-science/chronos-forecasting

Chronos: Pretrained Models for Time Series Forecasting

Python★ 5,639Jul 21, 2026

Apache-2.0Jul 21, 2026 · metrics 1.13.0

PyPI

76Goodhealth index

ModelCloud/GPTQModel

LLM model quantization (compression) toolkit with HW acceleration support for Nvidia, AMD, Intel GPU and Intel/AMD/Apple CPU via HF, vLLM, and SGLang.

Python · Cuda★ 1,207Jul 17, 2026

Custom licenseJul 17, 2026 · metrics 1.13.0

PyPI

76Goodhealth index

ggerganov/ggml

Tensor library for machine learning

C++ · C★ 15KJul 16, 2026

MITJul 16, 2026 · metrics 1.13.0

PyPI

75Goodhealth index

openadaptai/openadapt

Compile a demonstrated GUI workflow into a deterministic, locally executable program. Zero model calls on healthy runs; governed repair; halts instead of guessing. Launcher for openadapt-flow: pip install openadapt

Python★ 1,648Jul 17, 2026

MITJul 17, 2026 · metrics 1.13.0

PyPI

73Goodhealth index

ggml-org/ggml

Tensor library for machine learning

C++ · C★ 15KJul 22, 2026

MITJul 22, 2026 · metrics 1.13.0

npm

72Goodhealth index

ax-llm/ax

The pretty much "official" DSPy framework for Typescript

TypeScript · Rust · Go★ 2,824Jul 17, 2026

Apache-2.0Jul 17, 2026 · metrics 1.13.0

PyPI

70Goodhealth index

Nayjest/lm-proxy

OpenAI-compatible HTTP LLM proxy / gateway for multi-provider inference (Google, Anthropic, OpenAI, PyTorch). Lightweight, extensible Python/FastAPI—use as library or standalone service.

Python★ 141Jul 15, 2026

MITJul 15, 2026 · metrics 1.13.0

crates.io · PyPI

69Moderatehealth index

StarlightSearch/EmbedAnything

Highly Performant, Modular, Memory Safe and Production-ready Inference, Ingestion and Indexing built in Rust 🦀

Rust★ 1,281↓ 13.2K/moJul 14, 2026

Apache-2.0Jul 14, 2026 · metrics 1.13.0

npm

62Moderatehealth index

webgptorg/promptbook

Turn your company's scattered knowledge into AI ready Books ✨

TypeScript★ 164↓ 11.5K/moJul 15, 2026

Custom licenseJul 15, 2026 · metrics 1.13.0

PyPI

55Moderatehealth index

ai-hypercomputer/jetstream

JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs welcome).

Python★ 451Jul 18, 2026

Apache-2.0Jul 18, 2026 · metrics 1.13.0

PyPI

55Moderatehealth index

google/jetstream

JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs welcome).

Python★ 451Jul 18, 2026

Apache-2.0Jul 18, 2026 · metrics 1.13.0

PyPI · npm

45At riskhealth index

zhudotexe/fanoutqa

Companion code for FanOutQA: Multi-Hop, Multi-Document Question Answering for Large Language Models (ACL 2024)

Python · Vue★ 61Jul 17, 2026

MITJul 17, 2026 · metrics 1.13.0

#large-language-models