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.
Most recent headlines
09/12/2024
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: ...
09/11/2024
Dalet, a leading technology and service provider for media-rich organizations, today announced three new members of its executive team. Tara Bryant joins as Chi...
06/11/2024
PARK CITY, UTAH - JANUARY 21: Director Dawn Porter at the 2024 Sundance Film Festival Luther: Never Too Much premiere at Eccles Theatre on January 21, 2024, i...
06/11/2024
PARK CITY, UTAH - JANUARY 19: (L-R) Suraj Bhattarai, Arun Bhattarai, Dorottya Zurb and M t Artur Vincze attend the 2024 Sundance Film Festival Agent of Happi...
06/11/2024
Emirates is taking inflight entertainment to new heights by partnering with Spotify, the world's most popular audio-streaming subscription service. Starting...
06/11/2024
BELLEVUE, Wash. T-Mobile said that working with Ericsson and Qualcomm Technologies, it has broken another world record with its 5G standalone (SA) network reach...
06/11/2024
Shared Storage For Creative Teams: Challenges And Solutions
Melanie Ciotti November 6, 2024
0 Comments
Many creative teams struggle with inefficient s...
06/11/2024
We're Entering Untested Entertainment Territory
Andy Marken November 6, 2024
0 Comments
Ventress wants to face it. You want to fight it. But I do...
06/11/2024
Resizing Motion Graphic boxes in After Effects
Graham Quince November 6, 2024
0 Comments
Based on some recent forum questions, I've put together a...
06/11/2024
Embedded into ITV Studios Daytimes post production workflows, Limecraft enables the platform to drive efficiencies and boost creative collaboration
By Matthew ...
06/11/2024
The company has also expanded its Portuguese customer support operation
By Matthew Corrigan
Published: November 6, 2024
The company has also expanded its ...
06/11/2024
Joining forces enables Avid to leverage Wolftechs story-centric newsroom solutions, driving digital-first collaborations, said the company
By Matthew Corrigan ...
06/11/2024
NEW YORK NBC Sports and IMAX have announced that they will be offering the first-ever live college football game at select IMAX locations nationwide with the 20...
06/11/2024
MONTREAL BCE, Canada's largest telecom company, is expanding into the U.S. with a deal by its Bell Canada subsidiary to acquire Ziply Fiber, a fiber interne...
06/11/2024
NEW YORK As the TV industry grapples with the measurement problems that have been produced by rapid changes in the way people watch programming, the Coalition f...
06/11/2024
Learn Cinema 4D Fields in 15 Minutes
Marc Potocnik November 5, 2024
0 Comments
Learn the essentials of Cinema 4D Fields in 15 minutes. For Cinema 4D R...
06/11/2024
Where did the Essential Graphics panel go in Premiere Pro?!
Colin Smith November 5, 2024
0 Comments
This tutorial shows you where you can find the new...
06/11/2024
Nashville Predators' Bridgestone Arena Has a New Broadcast Infrastructure The downtown Nashville mainstay is finally fully recovered from a devastating floo...
06/11/2024
New WMAS Standard Promises More-Flexible, Protected Wireless Operations Shure, Sennheiser establish early beachheads in what could be a game-changer By Dan Dal...
06/11/2024
Euronaval 2024: Unlock real-time insights across all domains with TARAN Effortlessly integrating data from various sources to deliver real-time situational aw...
06/11/2024
Fraport installs advanced passenger scanners from Rohde & Schwarz at Frankfurt A...
06/11/2024
Back to All News
The Final Chapter Begins: BEASTARS Final Season Part 1' A...
06/11/2024
Back to All News
Trailer for Thai Anthology Drama Series Tomorrow and i' T...
06/11/2024
Back to All News
Love Is Blind: Argentina comes to Netflix in three parts, star...
06/11/2024
Back to All News
Pedro P ramo Brought In 375M MXN to the Mexican Economy
Entertainment
06 November 2024
GlobalMexico
Link copied to clipboard
Pedro P ramo...
06/11/2024
NAB NY 2024 Preview NAB NY Booth 1005 November 6, 2024
Cobalt Digital NAB SHOW New York 2024 Plans Include Award-Winning Products Targeting Every Application ...
06/11/2024
The RT Concert Orchestra and guests mark 55 years of the Dublin Simon Community...
06/11/2024
Explore the future with Science Week on RT
Dive into a week of innovative, th...
06/11/2024
At the Conference for Robot Learning (CoRL) in Munich, Germany, Hugging Face and...
06/11/2024
Robotics developers can greatly accelerate their work on AI-enabled robots, incl...
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, softwa...
06/11/2024
Facebook
Twitter
LinkedIn
Thales has concluded an agreement with FEBUS Opt...
05/11/2024
Somaiyah Hafeez, a journalist and writer from Balochistan, Pakistan, stands out for her commitment to telling the stories of overlooked communities in her regio...
05/11/2024
Aisha Farrukh a multimedia journalist from Pakistan focuses on human interest stories and aims to create change through her storytelling. Twenty eight year old ...
05/11/2024
One of the three finalists for the Young Journalist of the Year 2024 is a woman journalist working in secret in Afghanistan because of the restrictions imposed ...
05/11/2024
Many creative teams struggle with inefficient storage solutions that hinder productivity and stifle creativity. We know this because we constantly receive inqui...
05/11/2024
As Gen Zers continue to put their stamp on the world, the conversation around these tastemakers is becoming noisier than ever. Understanding what inspires, capt...
05/11/2024
Exclusive to SBS, watch LIVE coverage of the 2024 US election: an SBS World News...
05/11/2024
New early careers starters join Tewkesbury office for induction week....
05/11/2024
(LYNCHBURG, Va. and MELBOURNE, Fla. - Nov. 4, 2024) - BWX Technologies, Inc. (NY...
05/11/2024
Compact Multi-Channel Solution Tailored for Versatile Production Needs
Montrea...
05/11/2024
Calrec's Regional Sales Manager Dave Lewty says that Calrec's close relationships with its customers are a key factor in the company's success.
Ca...
05/11/2024
BURLINGTON, Mass. Avid said it completed the acquisition of Wolftech Broadcast Solutions, a provider of cloud-based, multiplatform news planning, production and...
05/11/2024
A new study from The Myers Report estimates that U.S. political ad spending for the 2024 campaign will top $12 billion, eclipsing the $9.02 billion spent in 202...
05/11/2024
Claudio Del Bravo, colourist, Frame by Frame
Caroline Shawley November 5, 2024
0 Comments
Claudio Del Bravo is a senior colourist and head of long for...
05/11/2024
RuPaul's DragCon LA Pink Carpet Live Streamed with Blackmagic Design
Brie Clayton November 5, 2024
0 Comments
Blackmagic Design workflow helps Wor...
05/11/2024
DENVER Comcast Technology Solutions (CTS) today unveiled its Cloud TV platform, a centralized ingest, transcoding and video-processing solution supporting live ...
05/11/2024
Neither Redstone nor her son, Tyler Korff, will join the new entitys board, said the report
By Matthew Corrigan
Published: November 5, 2024 Updated: Novemb...
05/11/2024
QuickLink, the leading global provider of multi-camera video productions and remote contribution solutions, announces the expansion of its reseller partner netw...
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.
