Jupyter Notebook llmops

Open-source Jupyter Notebook projects categorized as llmops
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Topics: Mlops Machine Learning gpt-4 llm ETL
The modern identity platform for B2B SaaS
The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
workos.com
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Top 5 Jupyter Notebook llmops Projects

  • autogen

    A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

    • Project mention: FLaNK AI Weekly 25 March 2025 | dev.to | 2024-03-25

  • phoenix

    AI Observability & Evaluation (by Arize-ai)

    • Project mention: First 15 Open Source Advent projects | dev.to | 2023-12-15

    11. Phoenix by Arize AI | Github | tutorial

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

    WorkOS logo

  • trulens

    Evaluation and Tracking for LLM Experiments

    • Project mention: Why Vector Compression Matters | dev.to | 2024-04-24

    Retrieval using a single vector is called dense passage retrieval (DPR), because an entire passage (dozens to hundreds of tokens) is encoded as a single vector. ColBERT instead encodes a vector-per-token, where each vector is influenced by surrounding context. This leads to meaningfully better results; for example, here’s ColBERT running on Astra DB compared to DPR using openai-v3-small vectors, compared with TruLens for the Braintrust Coda Help Desk data set. ColBERT easily beats DPR at correctness, context relevance, and groundedness.

  • hamilton

    Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.

    • Project mention: Building an Email Assistant Application with Burr | dev.to | 2024-04-26

    Note that this uses simple OpenAI calls — you can replace this with Langchain, LlamaIndex, Hamilton (or something else) if you prefer more abstraction, and delegate to whatever LLM you like to use. And, you should probably use something a little more concrete (E.G. instructor) to guarantee output shape.

  • ai_book

    AI book for everyone

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
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 related posts

Index

What are some of the best open-source llmops projects in Jupyter Notebook? This list will help you:

Project Stars
1 autogen 24,917
2 phoenix 2,586
3 trulens 1,612
4 hamilton 1,312
5 ai_book 18

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