Jupyter Notebook llmops

Open-source Jupyter Notebook projects categorized as llmops
Edit details
Topics: Mlops Machine Learning gpt-4 llm ETL
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured

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: Agents of Change: Navigating the Rise of AI Agents in 2024 | dev.to | 2024-05-02

    AutoGen is an AI framework by Microsoft designed to streamline multi-agent conversations. AutoGen allows agents to communicate, share information, and make collective decisions. This setup enhances the responsiveness and dynamism of conversations. Developers use AutoGen to tailor agents to specific roles, such as programmer, content writer, CEO, etc. This enhances their ability to handle tasks from simple queries to intricate problem-solving.

  • 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

  • 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

  • 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: Show HN: Hamilton's UI – observability, lineage, and catalog for data pipelines | news.ycombinator.com | 2024-05-02

  • ai_book

    AI book for everyone

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub 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

  • Why Vector Compression Matters

    3 projects | dev.to | 24 Apr 2024

  • Ragas – Framework for RAG Evaluation

    1 project | news.ycombinator.com | 22 Nov 2023

  • trulens VS agenta - a user suggested alternative

    2 projects | 22 Nov 2023

  • Ragas: Open-source Evaluation framework for RAG pipelines

    1 project | news.ycombinator.com | 27 Oct 2023

  • How are generative AI companies monitoring their systems in production?

    4 projects | news.ycombinator.com | 19 Sep 2023
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 11 May 2024
    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. Learn more →

Index

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

Project Stars
1 autogen 25,506
2 phoenix 2,676
3 trulens 1,646
4 hamilton 1,373
5 ai_book 19

Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com