Top 7 Python Ops Projects

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1. Healthchecks

   1 218 9,373 9.4 Python

   Open-source cron job and background task monitoring service, written in Python & Django

   

   Project mention: Monitoring My Homelab, Simply | news.ycombinator.com | 2025-07-13

   Not OP, https://healthchecks.io is great for monitoring automated tasks like backup scripts. Also has the option to immediately signal failure and send an alert: https://healthchecks.io/docs/signaling_failures/

2. Sevalla

   sevalla.com featured

   Deploy and host your apps and databases, now with $50 credit! Sevalla is the PaaS you have been looking for! Advanced deployment pipelines, usage-based pricing, preview apps, templates, human support by developers, and much more!

   

3. AutoRAG

   2 5 4,216 8.7 Python

   AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

   

   Project mention: AIM Weekly 28 Oct 2024 | dev.to | 2024-10-28

   📎 AutoRAG with Milvus 🛠️ ADO 🫶 Self Hosting LLM 🌐 Noema Declarative AI 📝 New NIM Blueprint for building AI Virtual Assistant 🚙 Zilliz Integrations 🫶 Using Milvus for Semantic Search 🤖 Contextual Retrieval 📎 Meta: Quantized Light Weight Models 🚙 https://arxiv.org/pdf/2407.01219 ✅ Cool Icons 🙌 IBM Watson AI Milvus Bot 📎 The Hacker's Browser 🛠️ Small and Mighty H2O Model 📝 Zilliz Cloud vs Qdrant 💫 Gravatino and Agents 🛠️ OSS Summit Europe 2024 Report ▶️ RAG Strategi 🤖 MS AI Data Visualizations 🌐 Graph RAG 👽 South Bay Meetup 15 Oct 2024 🦾 Influx and Milvus 👽 Multimodal Pipelines ✨ Constrained Sampling from LLM 🚕 BAML: Cheaper, Fast and More Accurate Function Calling 📊 Infinite World Generation with outlines txt 💻 Ollama Client Swift 🍔 Atomic Agents 🕶️ PYMUPDF4LLM 🚕 Milvus for AI Agents 📊 Fine Tuning LLAMA 3 with ORPO 🦾 Run NVIDIA Models 💻 LLM Training Meta Lingua ✨ 1 Bit LLM - MS BitNet 💻 Intro 🕶️ Mastering Chunk 📊 Storm Stanford Tool 🐍 DAMO NLP SG CaRing 🍔 LLM Reasoners

4. NeumAI

   3 2 859 8.7 Python

   Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large scale.

   

5. ops-cli

   4 1 201 3.9 Python

   Ops - cli wrapper for Terraform, Ansible, Helmfile and SSH for cloud automation

   

6. ssh-script-dashboard

   5 1 41 5.4 Python

   An interface for executing scripts locally, or remotely over SSH

   

7. docker-stack-deploy

   6 6 39 4.2 Python

   Utility to improve docker stack deploy

   

8. k8s-helpers

   7 1 0 1.8 Python

   Misc scripts to help with Kubernetes stuff.

   

9. InfluxDB

   www.influxdata.com featured

   InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

   

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