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#llms (30 Repositories)

Ranked open-source repositories tagged with #llms, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

67.3%

Avg Review Latency

16.3h

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30 repositories tagged #llms

S TierPython 317

goruck/home-generative-agent

AI agent for Home Assistant — talk to your home, create automations in plain language, analyze cameras with face recognition, and get proactive anomaly alerts. Cloud LLMs or fully local via Ollama.

86.0%
Merge Rate
-
First Review
100%
1st-Timers
6
Maintainers
S TierPython 1.3k 9 GFIs

Arize-ai/openinference

OpenTelemetry Instrumentation for AI Observability

68.6%
Merge Rate
-
First Review
56%
1st-Timers
48
Maintainers
A TierTypeScript 1.7k

theopenco/llmgateway

Route, manage, and analyze your LLM requests across multiple providers with a unified API interface.

83.6%
Merge Rate
3d
First Review
77%
1st-Timers
10
Maintainers
A TierPython 59.6k 16 GFIs

crewAIInc/crewAI

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

39.0%
Merge Rate
-
First Review
14%
1st-Timers
185
Maintainers
A TierPython 77.9k 1 GFIs

unslothai/unsloth

Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.

67.9%
Merge Rate
-
First Review
57%
1st-Timers
217
Maintainers
A TierTypeScript 2.8k

openlit/openlit

OpenLIT is the open-source agent harness engineering platform: trace, evaluate, guard, and improve everything around the model in your AI agents, on OTEL.

63.2%
Merge Rate
-
First Review
67%
1st-Timers
26
Maintainers
A TierTypeScript 35.5k 2 GFIs

agentscope-ai/QwenPaw

Your Personal AI Assistant; easy to install, deploy on your own machine or on the cloud; supports multiple chat apps with easily extensible capabilities.

62.5%
Merge Rate
-
First Review
50%
1st-Timers
107
Maintainers
A TierPython 11.8k

Arize-ai/phoenix

AI Observability & Evaluation

76.4%
Merge Rate
-
First Review
44%
1st-Timers
70
Maintainers
A TierPython 2.3k

dstackai/dstack

A unified orchestration layer for heterogeneous AI compute. It standardizes how to manage compute and run training and inference on GPU clouds, Kubernetes, VMs, or bare-metal clusters.

84.9%
Merge Rate
-
First Review
75%
1st-Timers
15
Maintainers
A TierPython 11.0k

langchain-ai/open-swe

An Open-Source Asynchronous Coding Agent

64.7%
Merge Rate
-
First Review
42%
1st-Timers
21
Maintainers
A TierPython 418

dreadnode/rigging

Lightweight LLM Interaction Framework

95.1%
Merge Rate
<1h
First Review
100%
1st-Timers
1
Maintainers
A TierRust 1.6k

RunanywhereAI/wally

Get up and running with GLM-5.3-flash, DeepSeek, Gemma and other open source frontier models.

64.5%
Merge Rate
1d
First Review
20%
1st-Timers
5
Maintainers
A TierPython 1.1k

cognizant-ai-lab/neuro-san-studio

A playground for neuro-san

68.6%
Merge Rate
6h
First Review
50%
1st-Timers
18
Maintainers
A TierPython 49.0k 2 GFIs

HKUDS/nanobot

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

56.0%
Merge Rate
-
First Review
45%
1st-Timers
57
Maintainers
A TierPython 1.6k 2 GFIs

intel/auto-round

A simple and effective post training quantization toolkit for high-accuracy low-bit LLM inference|简洁且高效的后训练量化工具包

68.4%
Merge Rate
-
First Review
62%
1st-Timers
23
Maintainers
A TierPython 191

googleapis/mcp-toolbox-sdk-python

Python SDK for interacting with the MCP Toolbox for Databases.

71.2%
Merge Rate
14h
First Review
80%
1st-Timers
7
Maintainers
A TierPython 3.6k 25 GFIs

truera/trulens

Evaluation and Tracking for LLM Experiments and AI Agents

66.9%
Merge Rate
2d
First Review
67%
1st-Timers
40
Maintainers
A TierPython 164

ob-labs/agentseek

AgentSeek is an application development lifecycle toolkit for AI ecosystem apps, built by OceanBase OSS Team.

90.2%
Merge Rate
7d
First Review
80%
1st-Timers
7
Maintainers
A TierPython 6.2k

Mai-with-u/MaiBot

MaiSaka, an LLM-based intelligent agent, is a digital lifeform devoted to understanding you and interacting in the style of a real human. She does not pursue perfection, nor does she seek efficiency; instead, she values warmth, authenticity, and genuine connection.

64.0%
Merge Rate
-
First Review
45%
1st-Timers
33
Maintainers
A TierPython 3.9k

LazyAGI/LazyLLM

Easiest and laziest way for building multi-agent LLMs applications.

75.0%
Merge Rate
-
First Review
90%
1st-Timers
11
Maintainers
A TierJavaScript 143

Portkey-AI/models

This repository contains comprehensive pricing and configuration data for LLMs. It powers cost attribution for 200+ enterprises running 400B+ tokens through Portkey AI Gateway every day.

76.5%
Merge Rate
2d
First Review
79%
1st-Timers
15
Maintainers
A TierTypeScript 2.1k 2 GFIs

alpic-ai/skybridge

Skybridge is a full-stack TypeScript framework for MCP Apps and ChatGPT Apps. Type-safe. React-powered. Platform-agnostic.

80.6%
Merge Rate
-
First Review
80%
1st-Timers
14
Maintainers
A TierGo 28.6k

charmbracelet/crush

Glamourous agentic coding for all 💘

50.5%
Merge Rate
-
First Review
23%
1st-Timers
110
Maintainers
A TierPython 3.6k 1 GFIs

HolmesGPT/holmesgpt

SRE Agent - CNCF Sandbox Project

50.7%
Merge Rate
-
First Review
38%
1st-Timers
34
Maintainers
A TierPython 6.6k

linkedin/Liger-Kernel

Efficient Triton Kernels for LLM Training

43.3%
Merge Rate
5h
First Review
45%
1st-Timers
41
Maintainers
A TierTypeScript 300

containers/podman-desktop-extension-ai-lab

Work with LLMs on a local environment using containers

78.6%
Merge Rate
2d
First Review
100%
1st-Timers
1
Maintainers
A TierPython 9.4k

oumi-ai/oumi

Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM!

38.4%
Merge Rate
3h
First Review
22%
1st-Timers
9
Maintainers
A TierPython 5.0k

ag2ai/ag2

AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x

69.8%
Merge Rate
2d
First Review
55%
1st-Timers
27
Maintainers
A TierTypeScript 25.6k

browserbase/stagehand

The SDK to extract data and interact with any site on the web. Get started with Claude Code, Codex, Eve, Mastra, and more.

53.4%
Merge Rate
-
First Review
31%
1st-Timers
34
Maintainers
A TierPython 7.3k 1 GFIs

NVIDIA-NeMo/Guardrails

NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.

61.9%
Merge Rate
-
First Review
19%
1st-Timers
38
Maintainers