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#large-language-models

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

35 records
Tagged “large-language-models”Ranked by health index
PyPI · npm
100Exceptionalhealth index
deepset-ai/haystack
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★ 26.1KAug 5, 2026
Apache-2.0Aug 5, 2026 · metrics 2.10.0
Maven · PyPI
100Exceptionalhealth 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++★ 43.4KAug 5, 2026
Apache-2.0Aug 5, 2026 · metrics 2.10.0
PyPI
98Exceptionalhealth index
NVIDIA/Megatron-LM
Ongoing research training transformer models at scale
Python★ 17.4K↓ 234.4K/moAug 12, 2026
Custom licenseAug 12, 2026 · metrics 2.10.0
PyPI · npm
98Exceptionalhealth index
langflow-ai/langflow
Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
Python · TypeScript · JavaScript★ 152.8KAug 4, 2026
MITAug 4, 2026 · metrics 2.10.0
PyPI
97Exceptionalhealth index
redis/redis-vl-python
Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.
Python★ 424↓ 2.8M/moAug 27, 2026
MITAug 27, 2026 · metrics 2.10.0
PyPI · npm
96Exceptionalhealth index
HKUDS/LightRAG
[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
Python★ 38.8KAug 12, 2026
MITAug 12, 2026 · metrics 2.10.0
PyPI
96Exceptionalhealth index
agentscope-ai/agentscope
Build and run agents you can see, understand and trust.
Python★ 29.9K↓ 676.2K/moAug 28, 2026
Apache-2.0Aug 28, 2026 · metrics 2.10.0
PyPI
96Exceptionalhealth index
vllm-project/llm-compressor
Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM
Python★ 3,580↓ 190.2K/moJul 25, 2026
Apache-2.0Jul 25, 2026 · metrics 2.10.0
PyPI
94Exceptionalhealth index
datajuicer/data-juicer
Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷
Python★ 6,818Aug 3, 2026
Apache-2.0Aug 3, 2026 · metrics 2.10.0
npm · crates.io
94Exceptionalhealth 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 2.10.0
PyPI
94Exceptionalhealth index
fla-org/flash-linear-attention
🚀 Efficient implementations for emerging model architectures
Python★ 5,551↓ 722.5K/moAug 12, 2026
MITAug 12, 2026 · metrics 2.10.0
npm
94Exceptionalhealth 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★ 32.5KAug 5, 2026
Custom licenseAug 5, 2026 · metrics 2.10.0
PyPI
94Exceptionalhealth index
onnx/ir-py
Efficient in-memory representation for ONNX, in Python
Python★ 45Jul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 2.10.0
PyPI
93Exceptionalhealth index
Lightning-AI/litgpt
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
Python★ 13.6K↓ 15.5K/moAug 27, 2026
Apache-2.0Aug 27, 2026 · metrics 2.10.0
PyPI · npm
93Exceptionalhealth 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 2.10.0
PyPI
93Exceptionalhealth index
amazon-science/chronos-forecasting
Chronos: Pretrained Models for Time Series Forecasting
Python★ 5,769↓ 835.1K/moAug 28, 2026
Apache-2.0Aug 28, 2026 · metrics 2.10.0
PyPI
93Exceptionalhealth index
google/langextract
A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
Python★ 38.3KAug 12, 2026
Apache-2.0Aug 12, 2026 · metrics 2.10.0
PyPI · npm · RubyGems
93Exceptionalhealth index
mlc-ai/xgrammar
Fast, Flexible and Portable Structured Generation
C++ · Python★ 1,845↓ 8.2M/moAug 27, 2026
Apache-2.0Aug 27, 2026 · metrics 2.10.0
PyPI · npm
92Excellenthealth 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★ 2,241↓ 2,123/moJul 27, 2026
Apache-2.0Jul 27, 2026 · metrics 2.10.0
PyPI
91Excellenthealth index
vndee/llm-sandbox
Lightweight and portable LLM sandbox runtime (code interpreter) Python library.
Python★ 1,101↓ 621.6K/moAug 2, 2026
MITAug 2, 2026 · metrics 2.10.0
PyPI
90Excellenthealth 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 2.10.0
PyPI
89Excellenthealth 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 2.10.0
npm
87Excellenthealth 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 2.10.0
PyPI
87Excellenthealth index
urchade/GLiNER
Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts)
Python★ 3,531↓ 750.4K/moAug 13, 2026
Apache-2.0Aug 13, 2026 · metrics 2.10.0
PyPI
86Excellenthealth index
Nayjest/ai-microcore
A handy lib for smooth interaction with large language models (LLMs) and crafting AI apps.
Python★ 108↓ 24.2K/moAug 26, 2026
MITAug 26, 2026 · metrics 2.10.0
PyPI
86Excellenthealth 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★ 150↓ 1,822/moAug 26, 2026
MITAug 26, 2026 · metrics 2.10.0
PyPI
83Excellenthealth index
ericmjl/llamabot
Pythonic class-based interface to LLMs
Python★ 182↓ 19.8K/moAug 17, 2026
No licenseAug 17, 2026 · metrics 2.10.0
crates.io · PyPI
81Excellenthealth index
StarlightSearch/EmbedAnything
Highly Performant, Modular, Memory Safe and Production-ready Inference, Ingestion and Indexing built in Rust 🦀
Rust★ 1,304↓ 13.2K/moAug 22, 2026
Apache-2.0Aug 22, 2026 · metrics 2.10.0
PyPI
80Excellenthealth index
cafferychen777/mLLMCelltype
Cell type annotation for single-cell RNA-seq using multi-LLM consensus
Python · R★ 655↓ 285/moAug 2, 2026
MITAug 2, 2026 · metrics 2.10.0
PyPI
80Excellenthealth index
upgini/upgini
Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of public and premium external data sources, including open & commercial LLMs
Python · Jupyter Notebook★ 356↓ 12.8K/moAug 3, 2026
BSD-3-ClauseAug 3, 2026 · metrics 2.10.0