DemoHub | Demos For Modern Data Tools
DemoHub | Demos For Modern Data Tools
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Amphi.ai: Revolutionizing Data Engineering with a unique (GUI↔Code) Python Pipelines | Founder Demo
#Demohub.dev #ModernDataStack
Be a Guest: www.demohub.dev/demohub-guest/
I recently discovered Amphi (Amphi AI) and was fascinated by its unique Pandas-based approach to data engineering. Amphi.ai stands for “duality” and takes a unique (GUI↔Code) approach to data transformation.
I had the opportunity to speak with the founder Thibaut Gourdel, who shared a demo and his exciting vision for the platform:
Demo: lnkd.in/gxDjc4xN
Post: lnkd.in/gnr5miTW
Amphi: amphi.ai/
GitHub: lnkd.in/e7ANZgqA
Check out Amphi, give it a star on GitHub, and keep an eye on its progress!
Topics
[00:00:00] Start
[00:00:05] Introduction and Welcome
[00:00:10] Meet Thibaud: Founder of Amphi
[00:00:48] What is Amphi?
[00:02:21] Amphi's Go-to-Market and Deployment
[00:03:28] Live Demo of Amphi
[00:04:07] Building and Running Pipelines
[00:05:43] Amphi's Connectors and Community Contributions
[00:07:23] Olympics Data Use Case
[00:09:29] Future Plans and Integrations
[00:17:11] The Role of LLMs and Agents in ETL
[00:19:22] Exploring the Future of Integration Tools
[00:19:56] Open Source Agents and Ecosystem
[00:20:35] Traction and User Adoption
[00:21:51] Monetization Strategies and SaaS Potential
[00:23:06] Journey from Enterprise to Entrepreneurship
[00:25:33] Vision for the Future of Amphi
[00:35:12] Comparing Amphi with Apache NiFi
[00:36:25] Final Thoughts and Call to Action
Discover Amphi.ai, the game-changing low-code Python-based ETL tool for structured and unstructured data. Join us as we sit down with Thibaut, the founder, to explore how Amphi.ai accelerates data pipeline development, generates native Python code, and empowers data practitioners. Learn about its visual interface, local processing for privacy, and AI integration capabilities.
=====================================================
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Переглядів: 196

Відео

Streamlining Snowflake Development: Git Integration and Database Change Management (CI/CD) | DemoHub
Переглядів 159Місяць тому
#Demohub.dev #ModernDataStack tutorials.demohub.dev/demo/data-change-management-(-git-integration) In this demo, we explore how to leverage Git integration and implement efficient database change management practices in Snowflake. Learn how to version control your Snowflake objects, manage schema changes, and streamline your development workflow. We'll cover setting up Git integration, creating...
Moshi AI: Real-Time Personal AI Voice Assistant - Test Beats GPT-4o??? DemoHub.dev
Переглядів 4482 місяці тому
#Demohub.dev #ModernDataStack us.moshi.chat/ Get ready to experience the future of AI creation with Moshi! This demo video showcases Moshi's powerful multi-modal capabilities, allowing you to effortlessly combine text, images, audio, and even video in real-time. Witness Moshi's open-source magic as it empowers artists, developers, and curious minds to create unique and engaging content. Whether...
Mastering Snowflake Document AI: Extract Insights from Unstructured Data (PDFs) | DemoHub.dev
Переглядів 4822 місяці тому
#Demohub.dev #ModernDataStack Tutorial Scripts: tutorials.demohub.dev/demo/snowflake-document-ai-(docai) Unlock the power of unstructured data with Snowflake Document AI! In this comprehensive tutorial, learn how to set up, train, and utilize Document AI to extract valuable information from invoices and other documents. We'll cover everything from environment setup and access control to model t...
Snowflake Database Change Management (+SQL Templates, +Jinja) | DemoHub
Переглядів 1212 місяці тому
#Demohub.dev #ModernDataStack Guide: tutorials.demohub.dev/demo/snowflake-database-change-management-(-sql-templates-jinja) Dive into the world of efficient database management in Snowflake using Jinja templating. This video demonstrates how to create dynamic SQL scripts that adapt to different environments, streamline data model setup, and improve code reusability. Learn to leverage Jinja for ...
Fine-tuning (Snowflake Cortex): Serverless LLM Fine-tuning using Snowflake Cortex AI | DemoHub.dev
Переглядів 1712 місяці тому
#Demohub.dev #ModernDataStack tutorials.demohub.dev/demo/snowflake-cortex-finetuning-llms Unlock the full potential of your data with fine-tuning in Snowflake Cortex. Fine-tuning allows you to optimize your data models, improve accuracy, and achieve better insights. In this video, we will cover: Introduction to Snowflake Cortex The Importance of Fine-Tuning Steps to Fine-Tune Your Data Models P...
Snowflake Projection Policies: Secure & Protect Sensitive Information | DemoHub.dev
Переглядів 632 місяці тому
#Demohub.dev #ModernDataStack Tutorial: tutorials.demohub.dev/demo/snowflake-s-projection-policies Protecting sensitive information within your data warehouse is crucial for effective data governance. Snowflake Projection Policies offer a powerful solution to restrict specific columns from appearing in query results, ensuring data security and compliance. In this video, we will cover: What are ...
Snowflake Data Quality Metrics & Functions: Enhance Your Data Integrity | DemoHub.dev
Переглядів 5212 місяці тому
#Demohub.dev Snowflake Data Quality Metrics/Functions: tutorials.demohub.dev/demo/data-quality-metrics-functions-(dqm-dmf) In the world of data-driven decision-making, ensuring the accuracy and reliability of your information is crucial. Snowflake Data Metric Functions (DMFs) and Data Quality Metrics (DQMs) provide a robust mechanism to automate the monitoring of data quality, freeing you from ...
Snowflake Dynamic Tables & Real-Time Declarative Streaming Data Pipelines Simplified | DemoHub.dev
Переглядів 1002 місяці тому
#Demohub.dev #ModernDataStack In this comprehensive tutorial, discover the power of Snowflake Dynamic Tables and learn how to build efficient, automated data pipelines with ease. We'll guide you through a step-by-step process to set up a multi-stage data pipeline using dynamic tables, focusing on sales data analysis. See how Snowflake's dynamic tables simplify data transformations, reduce manua...
Load Test Snowflake: JMeter Tutorial For Heavy Concurrency Load Testing & Auto-Scaling | DemoHub.dev
Переглядів 1252 місяці тому
#Demohub.dev #ModernDataStack Complete Tutorial: tutorials.demohub.dev/demo/snowflake-jmeter-load-concurrency-test Unlock the secrets to ensuring the scalability and performance of your Snowflake data warehouse under heavy workloads with our step-by-step guide on using Apache JMeter for load and concurrency testing. This tutorial covers everything from setting up your JMeter environment, creati...
Snowflake Cortex Tutorial: Embeddings, Vector Search & Cortex Summarization Explained | DemoHub.dev
Переглядів 4153 місяці тому
#Demohub.dev #ModernDataStack tutorials.demohub.dev/demo/embeddings-and-vector-search Dive into the world of Snowflake's advanced text analysis capabilities with Snowflake Cortex! This hands-on tutorial shows you how to harness the power of embeddings and vector search to unlock hidden insights from your unstructured text data. We'll walk through practical examples, from generating embeddings f...
Snowflake Trust Center - Master Data Security with Snowflake Trust Center Platform | DemoHub.dev
Переглядів 2483 місяці тому
#Demohub.dev #moderndatastack DemoHub Tutorials: tutorials.demohub.dev/demo/snowflake-trust-center Learn how to leverage the powerful Snowflake Trust Center to fortify your data protection and ensure compliance. In this step-by-step tutorial, we'll dive into: Why Trust Center Matters: Understand the key benefits for your organization. CIS Benchmarks Demystified: Discover how to align your Snowf...
Snowflake Higher Order Functions (FILTER, TRANSFORM, REDUCE): A Practical Guide | DemoHub
Переглядів 1713 місяці тому
Snowflake Higher Order Functions (FILTER, TRANSFORM, REDUCE): A Practical Guide | DemoHub
Snowflake Copilot - Master Data Analysis with Powerful AI-powered Text to SQL Assistant | DemoHub
Переглядів 1,2 тис.4 місяці тому
#Demohub.dev #ModernDataStack #FruTech.io #TechWithFru #SnowflakeFru #dataarchitect Documentation: docs.snowflake.com/en/user-guide/snowflake-copilot Be a Guest: www.demohub.dev/demohub-guest/ Discover the ultimate data analysis companion with Snowflake Copilot! 🚀 In this tutorial, we'll unveil the secrets behind Snowflake's AI-powered assistant, designed to streamline your data analysis workfl...
Snowflake Cortex LLM Tutorial: Unleash the Power of Large Language Models in Snowflake | DemoHub.dev
Переглядів 1,2 тис.6 місяців тому
#Demohub.dev #ModernDataStack #FruTech.io #TechWithFru #SnowflakeFru #DataArchitect In this video, we'll dive into Snowflake Cortex LLM, a powerful tool for working with text data in Snowflake. We'll guide you through using LLM functions for tasks like summarization, sentiment analysis, and more. Whether you're new to Snowflake or an experienced user, this tutorial will equip you to unlock the ...
EXECUTE IMMEDIATE FROM Command To Execute Statements in a File From Snowflake Sessions | Demohub.dev
Переглядів 39410 місяців тому
EXECUTE IMMEDIATE FROM Command To Execute Statements in a File From Snowflake Sessions | Demohub.dev
File Upload Functionality: Create a Table When Loading a File Snowflake Snowsight UI | Demohub.dev
Переглядів 33010 місяців тому
File Upload Functionality: Create a Table When Loading a File Snowflake Snowsight UI | Demohub.dev
Snowpark External Network Access (Demo Integrating with ChatGPT API) #LLM | DemoHub.dev
Переглядів 37911 місяців тому
Snowpark External Network Access (Demo Integrating with ChatGPT API) #LLM | DemoHub.dev
Configuring a Snowflake Storage Integration to Access Amazon AWS S3 | DemoHub.dev
Переглядів 329Рік тому
Configuring a Snowflake Storage Integration to Access Amazon AWS S3 | DemoHub.dev
SnowSQL and Snowflake VS Code Extension: Perfecting the Configurations for Snowflake | DemoHub.dev
Переглядів 800Рік тому
SnowSQL and Snowflake VS Code Extension: Perfecting the Configurations for Snowflake | DemoHub.dev
Snowflake's Table Types Demystified - Permanent, Transient, Temporary, Dynamic, External | DemoHub
Переглядів 370Рік тому
Snowflake's Table Types Demystified - Permanent, Transient, Temporary, Dynamic, External | DemoHub
Mastering Snowflake SnowSQL CLI on macOS: Installation, Configuration & Querying #2023 | Demohub.dev
Переглядів 1 тис.Рік тому
Mastering Snowflake SnowSQL CLI on macOS: Installation, Configuration & Querying #2023 | Demohub.dev
DemoHub // How to Install Homebrew on Apple M2 Macs For Data Analytics, AI & ML [2023] | DemoHub.dev
Переглядів 3,3 тис.Рік тому
DemoHub // How to Install Homebrew on Apple M2 Macs For Data Analytics, AI & ML [2023] | DemoHub.dev
#Ep1 Snowflake SQL Delights: 5 Cool Functions Every Analyst & Engineer Should Know + Bonus | DemoHub
Переглядів 216Рік тому
#Ep1 Snowflake SQL Delights: 5 Cool Functions Every Analyst & Engineer Should Know Bonus | DemoHub
LLM Demo: How to Download LLama 2 - The Next-Gen AI Model From Facebook, Meta | DemoHub.dev
Переглядів 833Рік тому
LLM Demo: How to Download LLama 2 - The Next-Gen AI Model From Facebook, Meta | DemoHub.dev
Snowflake Demo: Build an LLM-powered Chatbot in Streamlit on your Snowflake Data "Frosty" | DemoHub
Переглядів 1,3 тис.Рік тому
Snowflake Demo: Build an LLM-powered Chatbot in Streamlit on your Snowflake Data "Frosty" | DemoHub
Snowflake Demo: GROUP BY ALL in Snowflake: What Is It and How Do You Use It? | DemoHub
Переглядів 340Рік тому
Snowflake Demo: GROUP BY ALL in Snowflake: What Is It and How Do You Use It? | DemoHub
Snowpark Demo // Importing Custom Wheel (.whl) Into Snowpark Session (wheel_loader.py)| Demohub.dev
Переглядів 413Рік тому
Snowpark Demo // Importing Custom Wheel (.whl) Into Snowpark Session (wheel_loader.py)| Demohub.dev
Sematic.Dev Demo // Modern Open-source Orchestrator For ML Teams (i.e Airflow for ML) | Demohub.dev
Переглядів 703Рік тому
Sematic.Dev Demo // Modern Open-source Orchestrator For ML Teams (i.e Airflow for ML) | Demohub.dev
Datacoves Demo // Turnkey DataOps Platform That Makes Data-Driven Decisions Easy | Demohub.dev
Переглядів 678Рік тому
Datacoves Demo // Turnkey DataOps Platform That Makes Data-Driven Decisions Easy | Demohub.dev

КОМЕНТАРІ

  • @aurolevrai
    @aurolevrai 12 днів тому

    @amphi-ai : where do we find the documentation?

  • @itSoundsWELL
    @itSoundsWELL 17 днів тому

    .

  • @saksheegoel2654
    @saksheegoel2654 21 день тому

    I have multiple sql queries and one query output is used by another and so on. I want to see all decencies i.e, if content of tbl 2 changes then what all queries must run! Do you have any such dependencies discovery feature (not sure if column lineage can be utilised here!?)

  • @amphi-ai
    @amphi-ai 25 днів тому

    Thank you for having me! Don't hesitate to reach out if you have any questions :)

  • @MohamedMontaser91
    @MohamedMontaser91 26 днів тому

    video quality is bad, i can barely see the demo

    • @demohub
      @demohub 25 днів тому

      Thanks for watching. Apologies for that due to recording software. If possible, would encourage you to install and give it a try to see.

    • @Robin-ch2cr
      @Robin-ch2cr 8 днів тому

      @@demohub + video quality is bad :/ why u dont use obs or anything else ?

  • @enthusiast1
    @enthusiast1 28 днів тому

    Great video, thank you! 💯

  • @Traxin027
    @Traxin027 Місяць тому

    For this specific Demo, did i hear you say the generic data used to train the small model you created (llama3_8b) are coming from the client's SAP Manufacturing System? This is the exact usecase I am looking for. I may be bouncing som questions off you as i walk through these exercises. Thanks

    • @demohub
      @demohub Місяць тому

      Thanks for watching

    • @Traxin027
      @Traxin027 Місяць тому

      @@demohub I am really interested in learning and using Cortex LLM. Is there training sessions/literature you can recommend?

  • @Traxin027
    @Traxin027 Місяць тому

    You published something with the data/displays overlapping each other to the point where it is unable to be read?

  • @shahbazalveeofficial
    @shahbazalveeofficial Місяць тому

    Thank you so much. It WORKED mate!

    • @demohub
      @demohub Місяць тому

      Thanks for watching

  • @madhukolli1
    @madhukolli1 Місяць тому

    What is the best option between Git repo Vs Schema Change to perform CI/ CD code deployment and maintain dev/qa/prod environments?

  • @sanjaygoopta
    @sanjaygoopta Місяць тому

    Video is great! I tried accesing you Tutorial Script, but it says the page doesn't exist. Is that an error on my side, or is the URL incorrect?

    • @demohub
      @demohub Місяць тому

      Sorry. Which specific url is this? It should exists. And thanks for watching.

    • @sanjaygoopta
      @sanjaygoopta Місяць тому

      @@demohubthe first link in the video description, the tutorial link

    • @demohub
      @demohub Місяць тому

      @@sanjaygoopta try this: tutorials.demohub.dev/demo/snowflake-document-ai-(docai)

  • @mintiravi
    @mintiravi 2 місяці тому

    I am new to snowpark. However I am unable to understand 2:12 please link the video which helps to do the setting

  • @Tomas-ir8xl
    @Tomas-ir8xl 2 місяці тому

    Judging by what you have shown, it doesn't even beat GPT-3.5. Looks like nothing more than a gimmick.

    • @demohub
      @demohub 2 місяці тому

      @@Tomas-ir8xl thanks

  • @chudamlai
    @chudamlai 2 місяці тому

    How to enable the Snowflake.cortex.embed_text768

    • @chudamlai
      @chudamlai 2 місяці тому

      I’m getting the error Unkown user-define function

  • @devaredmi
    @devaredmi 2 місяці тому

    Very strange!

    • @demohub
      @demohub 2 місяці тому

      @@devaredmi thanks

  • @srikantaghosh2386
    @srikantaghosh2386 2 місяці тому

    I am getting this error- Configuration paths exist in your dbt_project.yml file which do not apply to any resources. There are 1 unused configuration paths:

  • @isaaxtheartist3d677
    @isaaxtheartist3d677 2 місяці тому

    how to use SQL in notebook using data spell

  • @darrensiegert5333
    @darrensiegert5333 2 місяці тому

    Very good clear demo on S3 Integration, Thank you. My next challenge is, "Does S3 integration work with unstructured files located in S3"?

    • @demohub
      @demohub 2 місяці тому

      Thank you

  • @MatthewDeMay
    @MatthewDeMay 2 місяці тому

    Very helpful, thanks Fru!

    • @demohub
      @demohub 2 місяці тому

      Thank you

  • @joyabamba9468
    @joyabamba9468 2 місяці тому

    Really good presentation 👏, this is my first time hearing if trust center. I have just been given the task to fix all violations and i have no clue wat to do

    • @demohub
      @demohub 2 місяці тому

      Thanks for watching

  • @Praveen_Kumar_R_CBE
    @Praveen_Kumar_R_CBE 2 місяці тому

    What is the difference between policy and projection policy?

  • @nageswar7777
    @nageswar7777 2 місяці тому

    Excellent, thanks for this content. Q's 1. In procedures you are importing snowpark, generater .... When create a procedure and calling it, every time it might be importing the libraries. Is that ok, or any other way to avoid this mutiple iterative imports.

    • @demohub
      @demohub 2 місяці тому

      Thank you

  • @sagenodes
    @sagenodes 2 місяці тому

    This has helped me greatly, thank you!

    • @demohub
      @demohub 2 місяці тому

      Thank you

  • @Abhish9221
    @Abhish9221 2 місяці тому

    Kindly share recourses and library dependencies you added under build.sbt

  • @felipepardosuarez2364
    @felipepardosuarez2364 3 місяці тому

    This was a great explanation. Thank you!

  • @Tariq.St.Patrick
    @Tariq.St.Patrick 3 місяці тому

    thank you for your video

  • @fiscallyadept
    @fiscallyadept 3 місяці тому

    Well explained, thank you

  • @brjkumar
    @brjkumar 3 місяці тому

    Great job by DemoHub team. This video very informative on cortex. How can I get that data set for sentiments analysis?

    • @demohub
      @demohub 3 місяці тому

      Thanks for watching

  • @parmanand3956
    @parmanand3956 3 місяці тому

    I am new to snowpark, and this is the best hello world for snowpark. Well done!

    • @demohub
      @demohub 3 місяці тому

      Thanks for watching

  • @VictorLopez-ot5su
    @VictorLopez-ot5su 3 місяці тому

    nice content, very useful, thanks

    • @demohub
      @demohub 3 місяці тому

      Thank you

  • @j.k.priyadharshini9753
    @j.k.priyadharshini9753 3 місяці тому

    why no one talk about set up to use this cortex function? iam getting this error Unknown user-defined function SNOWFLAKE.CORTEX.COMPLETE

  • @mirtoiprimo
    @mirtoiprimo 3 місяці тому

    Whats the advantage to use python instead SQL to generate the datasets? Is there a way to use DataRobot within snowpark?

  • @RhitvikAnand
    @RhitvikAnand 3 місяці тому

    what if im trying to connect with an sso account?

  • @akhila5597
    @akhila5597 3 місяці тому

    clear and crisp content, thank you

  • @rohithpeddi
    @rohithpeddi 3 місяці тому

    For those of you having issue with the audio, I have a small fix for windows 11 (reversible). Search for mono audio in the search box of taskbar. Toggle it to on. Enjoy the video. Revert it back after if you wish.

  • @Veigaburame
    @Veigaburame 3 місяці тому

    good one!

  • @GladwinGracias
    @GladwinGracias 3 місяці тому

    Would this be equivalent to the jsonb_array_elements function in postgresql or does lateral flatten have any advantages over it ?

  • @yogeshbharadwaj6200
    @yogeshbharadwaj6200 4 місяці тому

    Very detailed video...clear explanation.. Tks for making this. 🙏

    • @demohub
      @demohub 4 місяці тому

      You are welcome

  • @sonupoonia2703
    @sonupoonia2703 4 місяці тому

    Thanks from India 😊

  • @ericawotwe8991
    @ericawotwe8991 4 місяці тому

    Good idea thank you

  • @chrissu9354
    @chrissu9354 5 місяців тому

    hi a little question here can i let the edr show the pk at top 1 column? i mean the vid show the pk at top1 but in video the pk at the end column?

  • @tripleh841
    @tripleh841 5 місяців тому

    can it fetch correct column name just by writing relevant close enough name in text?

  • @Ikilledthebanks
    @Ikilledthebanks 5 місяців тому

    Great content thank you

  • @pravdyzritel
    @pravdyzritel 5 місяців тому

    Thank you

  • @rpill3777
    @rpill3777 5 місяців тому

    Great Video! can you make a video a video on how you can get a preset URL when using the directory stage, thanks in advance! :)

  • @davui_21
    @davui_21 5 місяців тому

    This insight is golden 🎉

    • @demohub
      @demohub 5 місяців тому

      Thank you

  • @abkdotnet
    @abkdotnet 5 місяців тому

    Hi. My promt on Promptbase account has been pending without approval for the last 2 months now. I have tried to reach out to their support team but no response. Please any idea on why the prompts are neither approved nor declined? Thank you sir.

  • @SheejaKambil
    @SheejaKambil 5 місяців тому

    Very clear instructions and helpful !

  • @HHIUK_idance_org
    @HHIUK_idance_org 5 місяців тому

    Nice explanation!

  • @thomaskennedy5847
    @thomaskennedy5847 6 місяців тому

    great explanation! Thanks, mate