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π¦ atlascloudai/awesome-gpt-image-2-prompts
The Global Library for AI Image Prompts
A single GitHub repository now hosts a living, multilingual library of text prompts that tell artificial intelligence exactly what to draw. This project, called Awesome GPT Image 2 Prompts, solves the problem of guessing how to get the best results from image generators by collecting proven, high-quality instructions from creators around the world. The most surprising fact is that the collection is not static; it updates automatically every four hours, pulling fresh, vetted entries from a global community that speaks seventeen different languages. You can submit your own creations through a simple form, and if they meet the quality standards, they join the main list and a searchable web gallery.
π @hackernewsgithubprojects
The Global Library for AI Image Prompts
A single GitHub repository now hosts a living, multilingual library of text prompts that tell artificial intelligence exactly what to draw. This project, called Awesome GPT Image 2 Prompts, solves the problem of guessing how to get the best results from image generators by collecting proven, high-quality instructions from creators around the world. The most surprising fact is that the collection is not static; it updates automatically every four hours, pulling fresh, vetted entries from a global community that speaks seventeen different languages. You can submit your own creations through a simple form, and if they meet the quality standards, they join the main list and a searchable web gallery.
π @hackernewsgithubprojects
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π¦ agjs/gb10-clock-cap
GB10 Clock Cap: Cooler, Quieter, Smarter
The GB10 clock cap is the tuning tool that turns your hot inference server into a cool, efficient workhorse. It solves the problem of excessive heat and power draw by lowering your graphics chip speed, which surprisingly costs almost nothing in real performance. The project runs a smart test that checks your system, measures the difference, and even installs the setting automatically so it sticks after a restart. You get a cooler machine that uses far less energy while still serving your requests quickly. It is the perfect fix for anyone running large language models on dedicated hardware.
π @hackernewsgithubprojects
GB10 Clock Cap: Cooler, Quieter, Smarter
The GB10 clock cap is the tuning tool that turns your hot inference server into a cool, efficient workhorse. It solves the problem of excessive heat and power draw by lowering your graphics chip speed, which surprisingly costs almost nothing in real performance. The project runs a smart test that checks your system, measures the difference, and even installs the setting automatically so it sticks after a restart. You get a cooler machine that uses far less energy while still serving your requests quickly. It is the perfect fix for anyone running large language models on dedicated hardware.
π @hackernewsgithubprojects
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π¦ plannotator/artifact-server
Artifact Server: Where AI Agents Publish Work
Artifact Server is the self-hosted hub that keeps your AI-generated designs and code organized and under your control. It solves the messy problem of scattered digital assets by giving developers and AI agents one secure place to publish, review, and version their work. The standout feature is its built-in connection tool, which allows AI agents to upload files and share review links directly within your own infrastructure. You are no longer locked into a third-party platform; instead, you host the server yourself to keep full ownership of your data.
π° https://news.ycombinator.com/item?id=49554724
π @hackernewsgithubprojects
Artifact Server: Where AI Agents Publish Work
Artifact Server is the self-hosted hub that keeps your AI-generated designs and code organized and under your control. It solves the messy problem of scattered digital assets by giving developers and AI agents one secure place to publish, review, and version their work. The standout feature is its built-in connection tool, which allows AI agents to upload files and share review links directly within your own infrastructure. You are no longer locked into a third-party platform; instead, you host the server yourself to keep full ownership of your data.
π° https://news.ycombinator.com/item?id=49554724
π @hackernewsgithubprojects
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π¦ arahim3/kaggle-tpu-lab
kaggle-tpu-lab
A free cloud platform can now host a massive artificial intelligence model that responds nearly as fast as you can type. The project called kaggle-tpu-lab turns Kaggle's complimentary hardware into a private, high-speed server for a top-tier language model. It delivers a public connection that coding tools can use directly without expensive cloud bills or complex setup. The system handles huge amounts of text at once, making it practical for long conversations and complex tasks. You can launch it with a single command and let the software handle the heavy lifting in the background. This setup proves that powerful, fast AI does not require a big budget or specialized knowledge.
π @hackernewsgithubprojects
kaggle-tpu-lab
A free cloud platform can now host a massive artificial intelligence model that responds nearly as fast as you can type. The project called kaggle-tpu-lab turns Kaggle's complimentary hardware into a private, high-speed server for a top-tier language model. It delivers a public connection that coding tools can use directly without expensive cloud bills or complex setup. The system handles huge amounts of text at once, making it practical for long conversations and complex tasks. You can launch it with a single command and let the software handle the heavy lifting in the background. This setup proves that powerful, fast AI does not require a big budget or specialized knowledge.
π @hackernewsgithubprojects
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π¦ vizart-vj/comfyui-aetherscale
AetherScale: Native DLSS 5 Video Enhancement for ComfyUI
Upscale your video clips using next generation neural rendering directly inside ComfyUI. AetherScale is a custom node pack that brings experimental DLSS 5 capabilities to your local machine. Instead of processing frames sequentially, it analyzes motion across the entire timeline to intelligently reconstruct details and remove artifacts. This is particularly useful for creators who want high quality output without uploading private footage to the cloud. It handles large video batches efficiently by streaming data through your graphics card, ensuring your memory doesn't get overwhelmed.
π @hackernewsgithubprojects
AetherScale: Native DLSS 5 Video Enhancement for ComfyUI
Upscale your video clips using next generation neural rendering directly inside ComfyUI. AetherScale is a custom node pack that brings experimental DLSS 5 capabilities to your local machine. Instead of processing frames sequentially, it analyzes motion across the entire timeline to intelligently reconstruct details and remove artifacts. This is particularly useful for creators who want high quality output without uploading private footage to the cloud. It handles large video batches efficiently by streaming data through your graphics card, ensuring your memory doesn't get overwhelmed.
π @hackernewsgithubprojects
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π¦ nvidia/personal-ai-router
Personal AI Router: Your Local AI Cluster
Personal AI Router is the local inference tool that finally lets your home computers work together. It turns a group of connected machines into a shared pool of processing power without any cloud connection. When you send a request, the router automatically picks the best available device to handle the task. This keeps your data private while giving you more computing muscle than a single laptop could provide. It is a clever way to maximize the hardware you already own. If you want faster local AI without renting a server, this is a fascinating tool to watch.
π @hackernewsgithubprojects
Personal AI Router: Your Local AI Cluster
Personal AI Router is the local inference tool that finally lets your home computers work together. It turns a group of connected machines into a shared pool of processing power without any cloud connection. When you send a request, the router automatically picks the best available device to handle the task. This keeps your data private while giving you more computing muscle than a single laptop could provide. It is a clever way to maximize the hardware you already own. If you want faster local AI without renting a server, this is a fascinating tool to watch.
π @hackernewsgithubprojects
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π¦ miuuyy/chatgpt-persona-voice
ChatGPT Persona Voice
A desktop app called ChatGPT Persona Voice swaps the assistant's default speech for any voice you pick, running entirely on your own computer without sending audio to the cloud. It works by quietly intercepting the sound from ChatGPT or Codex, converting it into your chosen character's voice in near real time, and then playing that new voice back through your speakers while muting the original. This means you can have the AI speak with a distinct, personalized identity, like a specific anime character or a custom recording, while keeping the conversation inside the standard interface.
π @hackernewsgithubprojects
ChatGPT Persona Voice
A desktop app called ChatGPT Persona Voice swaps the assistant's default speech for any voice you pick, running entirely on your own computer without sending audio to the cloud. It works by quietly intercepting the sound from ChatGPT or Codex, converting it into your chosen character's voice in near real time, and then playing that new voice back through your speakers while muting the original. This means you can have the AI speak with a distinct, personalized identity, like a specific anime character or a custom recording, while keeping the conversation inside the standard interface.
π @hackernewsgithubprojects
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π¦ aws-bench/aws-bench
aws-bench: Testing AI on Real Clouds
aws-bench puts AI coding agents to work in live, disposable AWS environments, forcing them to diagnose misconfigurations and provision infrastructure rather than solving static puzzles. This matters because it measures how these models handle the messy, dynamic reality of cloud operations. The framework spins up isolated accounts, deploys real infrastructure, and lets an agent attempt tasks like fixing a broken server or creating a new database. It then uses automated checks to see if the agent actually succeeded. This gives developers a clear, reproducible way to judge if an AI can truly do real cloud work.
π° https://news.ycombinator.com/item?id=49570089
π @hackernewsgithubprojects
aws-bench: Testing AI on Real Clouds
aws-bench puts AI coding agents to work in live, disposable AWS environments, forcing them to diagnose misconfigurations and provision infrastructure rather than solving static puzzles. This matters because it measures how these models handle the messy, dynamic reality of cloud operations. The framework spins up isolated accounts, deploys real infrastructure, and lets an agent attempt tasks like fixing a broken server or creating a new database. It then uses automated checks to see if the agent actually succeeded. This gives developers a clear, reproducible way to judge if an AI can truly do real cloud work.
π° https://news.ycombinator.com/item?id=49570089
π @hackernewsgithubprojects
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π¦ v4c38/spectacles-dimensional-os
Drive a Robot with AR Glasses
Steer a real robot with your eyes. Spectacles Dimensional OS turns Snap Spectacles into a controller for Unitree robots. You see the robotβs path and sensors right in front of you. No joystick needed. Just look where you want it to go. It even lets you talk to it. This is a cool look at the future of human robot interaction.
π @hackernewsgithubprojects
Drive a Robot with AR Glasses
Steer a real robot with your eyes. Spectacles Dimensional OS turns Snap Spectacles into a controller for Unitree robots. You see the robotβs path and sensors right in front of you. No joystick needed. Just look where you want it to go. It even lets you talk to it. This is a cool look at the future of human robot interaction.
π @hackernewsgithubprojects
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π¦ busabase/busabase
Busabase: The Database for AI Agents
Busabase gives AI agents a real database, not just a chat log. It solves the problem of scattered agent output by storing structured data, knowledge, and skills in one local workspace. The coolest part is the review layer: when an agent wants to change something, it sends a specific request that you can inspect and approve before it becomes permanent. Itβs like giving your AI tools a safety net so they can actually do useful work without breaking your data. If you want your AI assistants to be helpful without being chaotic, this is the system to check out.
π° https://news.ycombinator.com/item?id=48734021
π @hackernewsgithubprojects
Busabase: The Database for AI Agents
Busabase gives AI agents a real database, not just a chat log. It solves the problem of scattered agent output by storing structured data, knowledge, and skills in one local workspace. The coolest part is the review layer: when an agent wants to change something, it sends a specific request that you can inspect and approve before it becomes permanent. Itβs like giving your AI tools a safety net so they can actually do useful work without breaking your data. If you want your AI assistants to be helpful without being chaotic, this is the system to check out.
π° https://news.ycombinator.com/item?id=48734021
π @hackernewsgithubprojects
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π¦ gioblu/npc-forge
NPC-Forge
npc-forge builds chatbots that run entirely on your computer's basic processor without using any heavy artificial intelligence. It works by matching your words to a pre-written list of commands, so it responds in milliseconds and never hallucinates. The built-in helper, TERMy, even turns simple sentences like 'list files' into real terminal actions. No cloud, no training, just fast, predictable results. If you want a terminal assistant that actually respects your privacy and hardware, this is the way to go.
π° https://news.ycombinator.com/item?id=49552623
π @hackernewsgithubprojects
NPC-Forge
npc-forge builds chatbots that run entirely on your computer's basic processor without using any heavy artificial intelligence. It works by matching your words to a pre-written list of commands, so it responds in milliseconds and never hallucinates. The built-in helper, TERMy, even turns simple sentences like 'list files' into real terminal actions. No cloud, no training, just fast, predictable results. If you want a terminal assistant that actually respects your privacy and hardware, this is the way to go.
π° https://news.ycombinator.com/item?id=49552623
π @hackernewsgithubprojects
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π¦ stubbb/c-shop
C-Shop: The Image Editor That Edits Itself
Cutting out a dog from a photo used to mean lassoing pixels by hand, but C-Shop changes that with a simple script. This is not a web app in a wrapper or a bloated suite; it is a fast, single Rust binary that runs directly on your graphics card. The coolest part? It has a brain. You can ask it to find objects, clean up grainy skies, or even relight a shadowy scene, all without touching a mouse. It runs these smart tools in the background so your editor stays snappy. If you want a tool that does the thinking for you, this is the one to watch.
π° https://news.ycombinator.com/item?id=49485024
π @hackernewsgithubprojects
C-Shop: The Image Editor That Edits Itself
Cutting out a dog from a photo used to mean lassoing pixels by hand, but C-Shop changes that with a simple script. This is not a web app in a wrapper or a bloated suite; it is a fast, single Rust binary that runs directly on your graphics card. The coolest part? It has a brain. You can ask it to find objects, clean up grainy skies, or even relight a shadowy scene, all without touching a mouse. It runs these smart tools in the background so your editor stays snappy. If you want a tool that does the thinking for you, this is the one to watch.
π° https://news.ycombinator.com/item?id=49485024
π @hackernewsgithubprojects
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π¦ yasirm0/loupe
Loupe: The Citation Checker That Runs Entirely In Your Browser
Loupe is a free, open-source tool that actually reads your research paper and checks if its citations truly back up the claims being made. You upload your draft and your source documents, and it runs entirely in your browser using your own AI provider, meaning no data ever touches a third-party server. The real kicker is that it doesn't just check if a source supports a claim, but also runs a dedicated pass to hunt for outright contradictions where a source says the opposite of what your paper claims. It even flags factual statements that have no citation at all, which is a classic sneaky mistake in academic writing.
π @hackernewsgithubprojects
Loupe: The Citation Checker That Runs Entirely In Your Browser
Loupe is a free, open-source tool that actually reads your research paper and checks if its citations truly back up the claims being made. You upload your draft and your source documents, and it runs entirely in your browser using your own AI provider, meaning no data ever touches a third-party server. The real kicker is that it doesn't just check if a source supports a claim, but also runs a dedicated pass to hunt for outright contradictions where a source says the opposite of what your paper claims. It even flags factual statements that have no citation at all, which is a classic sneaky mistake in academic writing.
π @hackernewsgithubprojects
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π¦ yasirm0/scilene
Scilene: The Honest Guide to Journal Publishing
Scilene is the journal finder that actually tells you why it picked each journal. It solves the confusing, black-box problem of academic publishing by using simple, readable logic instead of opaque algorithms. The coolest part is its semantic search, which understands the meaning of your manuscript, not just keywords, so it finds journals that truly fit your work. You get a clear explanation for every recommendation, making the decision process transparent and stress-free. It is a smart, honest tool for researchers who want clarity, not just a list. It turns a frustrating guess into a confident choice. Give it a try and see the difference.
π @hackernewsgithubprojects
Scilene: The Honest Guide to Journal Publishing
Scilene is the journal finder that actually tells you why it picked each journal. It solves the confusing, black-box problem of academic publishing by using simple, readable logic instead of opaque algorithms. The coolest part is its semantic search, which understands the meaning of your manuscript, not just keywords, so it finds journals that truly fit your work. You get a clear explanation for every recommendation, making the decision process transparent and stress-free. It is a smart, honest tool for researchers who want clarity, not just a list. It turns a frustrating guess into a confident choice. Give it a try and see the difference.
π @hackernewsgithubprojects
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π¦ natpate/ninfer-windows
Ninfer Windows: Run Big AI Locally
Run massive artificial intelligence models directly on your single graphics card without any cloud connection. That is exactly what ninfer windows provides. It is a specialized engine built specifically for Windows users who want serious performance. Instead of relying on generic, slow software, this project includes hand crafted code that squeezes maximum speed out of your specific hardware. It supports popular, large language models and handles the complex math in a way that is incredibly efficient. If you have been waiting for a way to run heavy AI locally without a data center, this is the tool you need.
π @hackernewsgithubprojects
Ninfer Windows: Run Big AI Locally
Run massive artificial intelligence models directly on your single graphics card without any cloud connection. That is exactly what ninfer windows provides. It is a specialized engine built specifically for Windows users who want serious performance. Instead of relying on generic, slow software, this project includes hand crafted code that squeezes maximum speed out of your specific hardware. It supports popular, large language models and handles the complex math in a way that is incredibly efficient. If you have been waiting for a way to run heavy AI locally without a data center, this is the tool you need.
π @hackernewsgithubprojects
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π¦ agentsafelabs/safelabs-eval
Safelabs Eval: How To Stress Test Your AI Agent
Safelabs Eval lets you stress test your AI agent to find hidden weaknesses before they cause real problems. It works by firing thirty specific adversarial prompts at your system to see if it leaks data or obeys malicious commands. The coolest part is that it scores the answers using simple pattern matching instead of calling expensive AI models, so it runs fast and costs you nothing. You get a clear report on exactly where your agent failed, without needing to rewrite your code. It is a straightforward way to check if your bot is actually safe. Try it out to see if your agent can handle a bit of pressure.
π° https://news.ycombinator.com/item?id=48297782
π @hackernewsgithubprojects
Safelabs Eval: How To Stress Test Your AI Agent
Safelabs Eval lets you stress test your AI agent to find hidden weaknesses before they cause real problems. It works by firing thirty specific adversarial prompts at your system to see if it leaks data or obeys malicious commands. The coolest part is that it scores the answers using simple pattern matching instead of calling expensive AI models, so it runs fast and costs you nothing. You get a clear report on exactly where your agent failed, without needing to rewrite your code. It is a straightforward way to check if your bot is actually safe. Try it out to see if your agent can handle a bit of pressure.
π° https://news.ycombinator.com/item?id=48297782
π @hackernewsgithubprojects
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π¦ danialkhilji/homeos
HomeOS: The Kitchen Screen That Runs Your House
Turn an old laptop into the brain of your house with HomeOS. It runs on a Linux mini PC and gives every family member a shared touchscreen to manage chores, shopping, and prayer times without pulling out a phone. The coolest part is how it handles weekly task rotation; it automatically resets chores every Monday so nobody has to remember to clear the board. You get a calendar, live weather, and a store-based grocery list that actually looks like a real app. Since it is self-hosted, your family data stays on your own machine, not in some cloud.
π° https://news.ycombinator.com/item?id=49535594
π @hackernewsgithubprojects
HomeOS: The Kitchen Screen That Runs Your House
Turn an old laptop into the brain of your house with HomeOS. It runs on a Linux mini PC and gives every family member a shared touchscreen to manage chores, shopping, and prayer times without pulling out a phone. The coolest part is how it handles weekly task rotation; it automatically resets chores every Monday so nobody has to remember to clear the board. You get a calendar, live weather, and a store-based grocery list that actually looks like a real app. Since it is self-hosted, your family data stays on your own machine, not in some cloud.
π° https://news.ycombinator.com/item?id=49535594
π @hackernewsgithubprojects
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π¦ ryzqi/learn-agent
Learn-Agent: Build Real AI Agents
Learn-agent is the Chinese tutorial series that actually teaches you to build production-grade AI agents. Instead of just reading about theory, you get twenty chapters of runnable TypeScript code that shows you exactly how to wire up tools, permissions, and memory systems. It solves the common problem of agents getting stuck or making mistakes by giving you a clear, step-by-step architecture that you can run on your own machine. Whether you want to understand how to keep an agent safe or how to make it work on complex tasks, this repo gives you the practical skills to do it.
π @hackernewsgithubprojects
Learn-Agent: Build Real AI Agents
Learn-agent is the Chinese tutorial series that actually teaches you to build production-grade AI agents. Instead of just reading about theory, you get twenty chapters of runnable TypeScript code that shows you exactly how to wire up tools, permissions, and memory systems. It solves the common problem of agents getting stuck or making mistakes by giving you a clear, step-by-step architecture that you can run on your own machine. Whether you want to understand how to keep an agent safe or how to make it work on complex tasks, this repo gives you the practical skills to do it.
π @hackernewsgithubprojects
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π¦ haohervchb/sglang-v100
Run Qwen 3.8 on Four V100s
SGLang for V100 lets you run massive AI models on four aging graphics cards from 2017. Most people assume you need brand-new, expensive hardware to handle large language models, but this project proves otherwise. It takes a powerful inference engine and tweaks it specifically for the unique architecture of these older V100 chips. By using clever memory tricks and optimized code paths, you can actually serve modern models like Qwen 3.8 Flash on this legacy hardware. It is a fascinating look at how software engineering can bridge the gap between old hardware and new AI capabilities.
π @hackernewsgithubprojects
Run Qwen 3.8 on Four V100s
SGLang for V100 lets you run massive AI models on four aging graphics cards from 2017. Most people assume you need brand-new, expensive hardware to handle large language models, but this project proves otherwise. It takes a powerful inference engine and tweaks it specifically for the unique architecture of these older V100 chips. By using clever memory tricks and optimized code paths, you can actually serve modern models like Qwen 3.8 Flash on this legacy hardware. It is a fascinating look at how software engineering can bridge the gap between old hardware and new AI capabilities.
π @hackernewsgithubprojects
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π¦ bradgroux/veritas-kanban
Veritas Kanban: The AI Truth Teller
Your AI agents are lying to you about progress, and Veritas Kanban is the antidote. Itβs a local-first task board where every agent action is bound to a verifiable audit trail, meaning you get the unfiltered truth about where your project actually stands instead of just a cheerful status update. This lightweight orchestration harness gives you a visual board to track work while letting you plug in agents as optional layers, so you can see exactly what they did without trusting their word. Itβs a clever way to keep AI honest while staying in control. If youβre running agents, this is the reality check you need.
π @hackernewsgithubprojects
Veritas Kanban: The AI Truth Teller
Your AI agents are lying to you about progress, and Veritas Kanban is the antidote. Itβs a local-first task board where every agent action is bound to a verifiable audit trail, meaning you get the unfiltered truth about where your project actually stands instead of just a cheerful status update. This lightweight orchestration harness gives you a visual board to track work while letting you plug in agents as optional layers, so you can see exactly what they did without trusting their word. Itβs a clever way to keep AI honest while staying in control. If youβre running agents, this is the reality check you need.
π @hackernewsgithubprojects
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π¦ ningbainb/deepseek-harness-desktop
DeepSeek Harness Desktop: The Zero-Setup AI Workspace
Install a fully functional artificial intelligence workspace on your Windows PC without touching a single command line. DeepSeek Harness Desktop bundles the entire coding environment, including terminal access and mobile remote controls, into a single installer that requires no prior setup. It solves the tedious problem of manually configuring complex AI agents by handing you a ready-to-run application with built-in plugins and visual themes. This means you can start building with advanced language models immediately, bypassing the usual technical hurdles. If you want to test powerful AI tools without the configuration headache, this is the straightforward way to begin your next project.
π @hackernewsgithubprojects
DeepSeek Harness Desktop: The Zero-Setup AI Workspace
Install a fully functional artificial intelligence workspace on your Windows PC without touching a single command line. DeepSeek Harness Desktop bundles the entire coding environment, including terminal access and mobile remote controls, into a single installer that requires no prior setup. It solves the tedious problem of manually configuring complex AI agents by handing you a ready-to-run application with built-in plugins and visual themes. This means you can start building with advanced language models immediately, bypassing the usual technical hurdles. If you want to test powerful AI tools without the configuration headache, this is the straightforward way to begin your next project.
π @hackernewsgithubprojects