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Top 7 Jupyter Notebook llmops Projects
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llm-app
Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.
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Kargo
Stop Scripting Promotions. Start Shipping with Kargo. Kargo automates promotion across dev, staging, and prod with approval gates and verification. Open source, built by the team behind Argo CD. Download now.
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evidently
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
Project mention: Why Your Neural Network Fails Silently and How to Actually Debug It | dev.to | 2026-04-25Set up drift detection. Compare weekly distributions of model inputs against your training data baseline. Tools like Evidently make this straightforward.
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hamilton
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
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llm-python
Large Language Models (LLMs) tutorials & sample scripts, ft. langchain, openai, llamaindex, gpt, chromadb & pinecone
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learning-llms-and-genai-for-dev-sec-ops
A set of lessons aimed at anyone learning LLM and generative AI concepts, with sections on operations and security, as well as development.
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ai-engineer-notebooks
Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, agents (loop from scratch, tool design, guardrails, MCP, Skills), fine-tuning vs LoRA, prompt-injection/security, LLMOps, and customer craft. Runs on the free Groq API.
Project mention: AI Engineer Notebooks – free, framework-free RAG/agents/evals on Colab | news.ycombinator.com | 2026-08-27 -
AppSignal
Monitoring that respects your time & budget. APM, error tracking, and dashboards for modern web apps. Ten-minute setup, transparent flat pricing, and support from engineers who actually use the product.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Jupyter Notebook llmops discussion
Jupyter Notebook llmops related posts
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Qwen3-VL can scan two-hour videos and pinpoint nearly every detail
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LLM Observability Explained (feat. Langfuse, LangSmith, and LangWatch)
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Arize Phoenix: observability tool for experimentation and evaluation of LLMs
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Should I Use a Framework to Build an Agent? Code vs. LangGraph vs. Workflows
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How to create LLM fallback from Gemini Flash to GPT-4o?
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Why Vector Compression Matters
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Ragas – Framework for RAG Evaluation
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A note from our sponsor - AppSignal
www.appsignal.com | 4 Sep 2026
Index
What are some of the best open-source llmops projects in Jupyter Notebook? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | llm-app | 58,970 |
| 2 | evidently | 7,863 |
| 3 | hamilton | 2,585 |
| 4 | llm-python | 929 |
| 5 | learning-llms-and-genai-for-dev-sec-ops | 282 |
| 6 | ai_book | 35 |
| 7 | ai-engineer-notebooks | 596 |
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