Sony Pixel Power calrec Sony

Get Plugged In: How to Use Generative AI Tools in Obsidian

06/11/2024

Editor's note: This post is part of the AI Decoded series, which demystifies AI by making the technology more accessible, and showcases new hardware, software, tools and accelerations for GeForce RTX PC and NVIDIA RTX workstation users.

As generative AI evolves and accelerates industry, a community of AI enthusiasts is experimenting with ways to integrate the powerful technology into common productivity workflows.

Applications that support community plug-ins give users the power to explore how large language models (LLMs) can enhance a variety of workflows. By using local inference servers powered by the NVIDIA RTX-accelerated llama.cpp software library, users on RTX AI PCs can integrate local LLMs with ease.

Previously, we looked at how users can take advantage of Leo AI in the Brave web browser to optimize the web browsing experience. Today, we look at Obsidian, a popular writing and note-taking application, based on the Markdown markup language, that's useful for keeping complex and linked records for multiple projects. The app supports community-developed plug-ins that bring additional functionality, including several that enable users to connect Obsidian to a local inferencing server like Ollama or LM Studio.

Using Obsidian and LM Studio to generate notes with a 27B-parameter LLM accelerated by RTX. Connecting Obsidian to LM Studio only requires enabling the local server functionality in LM Studio by clicking on the Developer icon on the left panel, loading any downloaded model, enabling the CORS toggle and clicking Start. Take note of the chat completion URL from the Developer log console ( http://localhost:1234/v1/chat/completions by default), as the plug-ins will need this information to connect.

Next, launch Obsidian and open the Settings panel. Click Community plug-ins and then Browse. There are several community plug-ins related to LLMs, but two popular options are Text Generator and Smart Connections.

Text Generator is helpful for generating content in an Obsidian vault, like notes and summaries on a research topic.

Smart Connections is useful for asking questions about the contents of an Obsidian vault, such as the answer to an obscure trivia question previously saved years ago.

Each plug-in has its own way of entering the LM Server URL.

For Text Generator, open the settings and select Custom for Provider profile and paste the whole URL into the Endpoint field. For Smart Connections, configure the settings after starting the plug-in. In the settings panel on the right side of the interface, select Custom Local (OpenAI Format) for the model platform. Then, enter the URL and the model name (e.g., gemma-2-27b-instruct ) into their respective fields as they appear in LM Studio.

Once the fields are filled in, the plug-ins will function. The LM Studio user interface will also show logged activity if users are curious about what's happening on the local server side.

Transforming Workflows With Obsidian AI Plug-Ins Both the Text Generator and Smart Connections plug-ins use generative AI in compelling ways.

For example, imagine a user wants to plan a vacation to the fictitious destination of Lunar City and brainstorm ideas for what to do there. The user would start a new note, titled What to Do in Lunar City. Since Lunar City is not a real place, the query sent to the LLM will need to include a few extra instructions to guide the responses. Click the Text Generator plug-in icon, and the model will generate a list of activities to do during the trip.

Obsidian, via the Text Generator plug-in, will request LM Studio to generate a response, and in turn LM Studio will run the Gemma 2 27B model. With RTX GPU acceleration in the user's computer, the model can quickly generate a list of things to do.

The Text Generator community plug-in in Obsidian enables users to connect to an LLM in LM Studio and generate notes for an imaginary vacation. The Text Generator community plug-in in Obsidian allows users to access an LLM through LM Studio to generate notes for a fictional vacation. Or, suppose many years later the user's friend is going to Lunar City and wants to know where to eat. The user may not remember the names of the places where they ate, but they can check the notes in their vault (Obsidian's term for a collection of notes) in case they'd written something down.

Rather than looking through all of the notes manually, a user can use the Smart Connections plug-in to ask questions about their vault of notes and other content. The plug-in uses the same LM Studio server to respond to the request, and provides relevant information it finds from the user's notes to assist the process. The plug-in does this using a technique called retrieval-augmented generation.

The Smart Connections community plug-in in Obsidian uses retrieval-augmented generation and a connection to LM Studio to enable users to query their notes. These are fun examples, but after spending some time with these capabilities, users can see the real benefits and improvements for everyday productivity. Obsidian plug-ins are just two ways in which community developers and AI enthusiasts are embracing AI to supercharge their PC experiences. .

NVIDIA GeForce RTX technology for Windows PCs can run thousands of open-source models for developers to integrate into their Windows apps.

Learn more about the power of LLMs, Text Generation and Smart Connections by integrating Obsidian into your workflow and play with the accelerated experience available on RTX AI PCs

Generative AI is transforming gaming, videoconferencing and interactive experiences of all kinds. Make sense of what's new and what's next by subscribing to the AI Decoded newsletter.
LINK: https://blogs.nvidia.com/blog/ai-decoded-obsidian/...
See more stories from nvidia

Most recent headlines

09/12/2024

Dalet Named an IDC Innovator in Media and Entertainment

Dalet, a leading technology and service provider for media-rich organizations, today announced that it has been named an IDC Innovator in the IDC Innovators: ...

23/11/2024

Heartwarming Out of My Mind Highlights the Importance of Disability Advocacy

PARK CITY, UTAH - JANUARY 19: (L-R) Judith Light, Rosemarie Dewitt, Luke Kirby, Michael Chernus, Phoebe-Rae Taylor, Sharon M. Draper, Amber Sealey, and Courtney...

23/11/2024

TCLtv+ Adds 23 CBS Fast Channels

LOS ANGELES/NEW YORK TCL's streaming service TCLtv+ has struck a content deal with Paramount Streaming that will add 23 CBS FAST channels to its lineup....

23/11/2024

Viamedia Signs Ad Rep Deals with 7 More Service Providers

LEXINGTON, Ky. The independent advertising rep firm Viamedia has further expanded its sales network with news that it has agreements to manage advertising sale...

23/11/2024

The Trade Desk Jumps Into Streaming TV With Ventura OS

VENTURA, Calif. Programmatic ad giant The Trade Desk is pushing into the streaming technology business with a new operating system called Ventura....

23/11/2024

Writers Guild, 3 PBS Stations Reach Tentative Agreement for New Contract

BOSTON, LOS ANGELES AND NEW YORK The Writers Guild of America has announced that it has reached a tentative agreement with management at PBS member stations WGB...

23/11/2024

Supreme Court to Consider Legality of FCC's Universal Service Fund

WASHINGTON, D.C. The U.S. Supreme Court has agreed to hear an appeal in a case that alleges the FCC does not have the authority to decide how funds from the Uni...

22/11/2024

Michelle Satter to Be Honored at 2025 Sundance Film Festival Gala Celebrating Sundance Institute Presented by Google TV

Sean Wang, Julian Brave NoiseCat, and Emily Kassie to Receive Annual Vanguard Aw...

22/11/2024

Spotify Inks a New Partnership With Bloomsbury To Offer A Greater Assortment of Audiobooks

Our library continues to grow. In 2022, we announced the addition of audiobooks ...

22/11/2024

SBS wins Australian Podcast Publisher of the Year for third year running

SBS wins Australian Podcast Publisher of the Year for third year running 22 November, 2024 Media releases An outstanding slate of multilingual, multicultur...

22/11/2024

Film Lighting: a Cinematic Guide w/ Free Lighting Plots

Home Applications Film Lighting: a Cinematic Guide w/ Free Lighting Plots Your Guide to Film Lighting In this guide, we'll explore the history of fil...

22/11/2024

Fox, Hulu Renew Content Deal

Fox Entertainment and Hulu have renewed a multi-year content distribution agreement that will keep in-season streaming rights for Fox's programming slate on...

22/11/2024

Academy Award-Winning Film Studio Caviar Signs Director Duo MAMA

Academy Award-Winning Film Studio Caviar Signs Director Duo MAMA Brie Clayton November 22, 2024 0 Comments Academy Award-winning independent film stud...

22/11/2024

A Creative Alliance for Black Friday: Independent Software Makers Unite for Photographers

A Creative Alliance for Black Friday: Independent Software Makers Unite for Phot...

22/11/2024

Partial Bold Text using After Effects expressions UPDATED

Partial Bold Text using After Effects expressions UPDATED Graham Quince November 22, 2024 0 Comments Now with an improved expression for Per Word Se...

22/11/2024

John Lawson Steps Down as AWARN Executive Director

WASHINGTON John Lawson, longtime broadcast alerting advocate and founder of the AWARN Alliance, said he is stepping down as its executive director to work full-...

22/11/2024

Red, white and Blue Lucy UK media tech provider reaches across the Pond

Entering the American market follows a period of significant growth for the company By Matthew Corrigan Published: November 22, 2024 Entering the American...

22/11/2024

Warner Bros. Discovery Introduces Shop With Max and Moments

NEW YORK Warner Bros. Discovery Advertising Sales has incorporated Kerv's AI-enhanced technology into its ad-tech platform and launched two new ad offerings...

22/11/2024

EDO, Vizio Ink New Multiyear Smart-TV Data Licensing Pact

NEW YORK Vizio's Inscape, a smart-TV data provider, and EDO said they have extended their longstanding data partnership....

22/11/2024

New Pixotope Reveal Enables AR, Virtual Production Without Green Screens

OSLO, Norway Live augmented reality and virtual production specialist Pixotope Technologies has launched Pixotope Reveal, an AI-powered background segmentation ...

22/11/2024

Nominations Open for 2025 NAB Technology Awards

The National Association of Broadcasters has opened nominations for the 2025 NAB Technology Awards, recognizing excellence in broadcast engineering, digital lea...

22/11/2024

Thanksgiving TV Sports Ad-Spend Binge To Hit $624 Million

In between helpings of turkey and other Thanksgiving Day fare, viewers will see companies dishing up hefty portions of ads on sports programming, with the natio...

22/11/2024

8 Channels Added to MyFree DirecTV Streaming Lineup

Following the recent launch of the MyFree DirecTV free-ad supported package of 70-plus streaming channels, DirecTV has launched eight new channels catering to s...

22/11/2024

Viant, Disney Advertising Expand CTV Ad Collaboration

IRVINE, Calif. Viant Technology said it has expanded its agreement with Disney Advertising that's focused on making premium connected TV, video and display ...

22/11/2024

Xumo To Make Ad Inventory Available Programmatically With PubMatic

PHILADELPHIA and REDWOOD CITY, Calif. Xumo, the streaming platform joint venture of Comcast and Charter Communications, has reached an agreement to make its pre...

22/11/2024

Mediaocean To Acquire Innovid, Will Merge It With Flashtalking

NEW YORK Privately-held ad tech giant Mediaocean has inked a definitive agreement to acquire Innovid, an independent software platform for advertising creation,...

22/11/2024

Viz University introduces new Viz Artist certifications aimed at upskilling designers of all levels

Viz University introduces new Viz Artist certifications aimed at upskilling desi...

22/11/2024

NBC Sports President Rick Cordella on How Comcast's NBCU Cable-Net Spinoff Will Impact Sports Ops

NBC Sports President Rick Cordella on How Comcast's NBCU Cable-Net Spinoff W...

22/11/2024

NWSL Championship 2024: CBS Sports Caps Off First Year of In-House Broadcasts With Saturday's Final in Kansas City

NWSL Championship 2024: CBS Sports Caps Off First Year of In-House Broadcasts Wi...

22/11/2024

Premier League To Establish In-House Media-Operations Business for 2026-27 Season

Premier League To Establish In-House Media-Operations Business for 2026-27 Seaso...

22/11/2024

SailGP Season 5 Set to Be Most Expansive Yet'

SailGP Season 5 set to be most expansive yet' By George Bevir Friday, November 22, 2024 - 10:34 Print This Story SailGP: The New Zealand Sail Grand P...

22/11/2024

SailGP Season 5: New Broadcasters, New Requirements

SailGP Season 5: New broadcasters, new requirements By George Bevir Friday, November 22, 2024 - 10:34 Print This Story The Germany SailGP team in action a...

22/11/2024

SailGP Season 5: AI Cameras to Get Viewers Closer to the Action

SailGP Season 5: AI cameras to get viewers closer to the action By George Bevir Friday, November 22, 2024 - 10:33 Print This Story Getting viewers closer ...

22/11/2024

SailGP Season 5: Getting Umpires Onscreen and More Studio-Based Content

SailGP Season 5: Getting umpires onscreen and more studio-based content By George Bevir Friday, November 22, 2024 - 10:33 Print This Story Australia SailG...

22/11/2024

SailGP Season 5: Enhanced LiveLine Graphics Bring Augmented Reality to Chase Boats

SailGP Season 5: Enhanced LiveLine graphics bring augmented reality to chase boa...

22/11/2024

Full House: Inside Production of the European Curling Championships

Full house: Inside production of the European Curling Championships By Kevin Hilton Thursday, November 21, 2024 - 12:40 Print This Story Curling star Anna...

22/11/2024

NBC Sports President Rick Cordella on How Comcast's NBCU Cable Net Spinoff Will Impact Sports Ops

NBC Sports President Rick Cordella on How Comcast's NBCU Cable Net Spinoff W...

22/11/2024

Sky and Peacock's Original hit drama series The Day of the Jackal scores a second season renewal

Sky and Peacock's Original hit drama series The Day of the Jackal scores a s...

22/11/2024

Rugged Rugby: Conquer or Die' Premieres December 10: A Battle for Supremacy Begins

Back to All News Rugged Rugby: Conquer or Die' Premieres December 10: A Ba...

22/11/2024

Standards Pavilion elevates the role of standards in advancing climate action at COP29

Friday 22 November, Baku, Azerbaijan: As COP29 wraps up in Azerbaijan, the Stand...

22/11/2024

Let's Make Toy Show Day Official

Let's Make Toy Show Day Official The Late Late Toy Show | Friday December 6th | 9:35PM Watch Below The Late Late Toy Show is fast approaching and kids al...

22/11/2024

COOPANS, the Alliance Managing Europe's Largest Air Traffic Volume, Upgrades its Air Traffic Control (ATC) System with Thales

Facebook Twitter LinkedIn COOPANS is a leading international cooperation b...

22/11/2024

Press release

Facebook Twitter LinkedIn Thales confirms that the Parquet National Financier (PNF) in France and the Serious Fraud Office (SFO) in the United Kingdom hav...

22/11/2024

RT General Election 2024: Critical Election Period

The broadcasting regulator, Coimisi n na Me n has removed the traditional broadcast Moratorium for television and radio. In the past, this applied from 14:00 ...

21/11/2024

Neneh Cherry Takes Us on a Musical Journey Inspired by Her Memoir, A Thousand Threads'

Neneh Cherry, a musical trailblazer for more than three decades, is full of stor...

21/11/2024

6 Spotify Audiobook Features That Level Up Your Listening Experience

Since launching our audiobooks offering, we've continuously upped our game on designing a user experience that provides seamless and engaging listening. You...

21/11/2024

SEP 2024 / PAG launches new MPL150 Battery at IBC24

1ST SEPTEMBER 2024 PAG Ltd. UK, the creator of innovative, high-end portable power systems for the film and television industry, has announced the introduction...

21/11/2024

SEP 2024 / PAG Introduces new Cinergy Battery

1ST SEPTEMBER 2024 PAG Ltd. UK, the creator of innovative, high-end, portable power systems for the film and television industry, has announced the introductio...

21/11/2024

Celebrating The Best Of The Best

The HPA Awards exist to honor and recognize the accomplishments of the talented HPA community and to support their efforts with increased awareness and celebrat...

21/11/2024

L3Harris Co-Founder, Chair and CEO Chris Kubasik: Arsenal of Democracy 2.0 Will Require New Ways of Doing Business

He writes in POLITICO: When it comes to protecting our country, innovation and s...