radhakrsna
Today, we are excited to be open-sourcing GPTRouter, an LLMOps tool we have been using internally at Writesonic for handling millions of monthly requests for our users.
Universal API for 30+ LLMs, Vision and Image Models Smart Fallbacks based on latency and uptime Automatic Retries Supports streaming
Since embracing OpenAI GPT-3 in production in 2020, we at Writesonic have been serving millions of users and faced the typical scaling pains with generative AI models:
1. Dependency on a single model risked total downtime. 2. Latency issues with models like GPT-4 affected user experience. 3. Integrating various models was tough due to different APIs and SDKs.
Early this year at Writesonic, we set out with a clear vision: to become model agnostic.
Faced with single-model limitations and diverse AI challenges, we began building GPTRouter - our bespoke solution to navigate and thrive in a multi-model AI world.
With GPTRouter's Universal API, you're the master of AI models. Swap between OpenAI, Azure, Anthropic, Replicate, Cohere & more with just one line of code. It simplifies model management to a great extent.
Downtime isn't an option. GPTRouter's Smart Fallbacks mean your service is always on. You can define a hierarchy of models for each use case. GPTRouter will constantly check for uptime/downtime, latency and other factors, and automatically fallback to the next best model with zero interruption.
Say goodbye to manual retries. GPTRouter does the heavy lifting with Automatic Retries for failed requests, keeping your AI services sharp and consistent.
GPTRouter's Edge: Universal API for seamless model switching. Smart, automatic fallbacks for continuous service. Reduced latencies for quick interactions.
Additionally, we will also be open sourcing our frontend LLMOps layer that provides a playground to test multiple models in parallel, keep a tab on the latencies for each model, track tokens and costs for each model and user all in one place.
We are looking forward to seeing how developers leverage GPTRouter in their own use cases.
Thank you!
Writesonic (YC S21) Is Hiring a Digital Marketing Manager
First, we used Writesonic which is an AI-powered writing assistant to generate the lyrics for the song. We used the phrase "I'm gonna change the world" as the seed text and music style as Rap. Writesonic's song lyrics generator was able to generate multiple different variations of lyrics from just this one line of input. We picked the one we liked the best.
Secondly, we used an AI model trained on Eminem's vocals to generate the voiceover for the lyrics.
Then, we used another AI model to generate background music. We synced up the vocals and the music.
Finally, we used OpenAI's Dall-E 2 AI to generate images for each lyric in the song and combined all of them into a video.
- Lyrics: Writesonic's AI Lyrics Generator
- Vocals: AI trained on Eminem's music
- Beats: Another AI Model
- Images: OpenAI's Dall-E
Here are the lyrics:
I am gonna change the world
With my music, my words
I'll make them listen
I'll make them hear
The message that I bring
It's time for a change
And I'm gonna be the one
To lead the way
I'll be the voice for the voiceless
The one who's not afraid to stand up
And be counted
I'll make a difference
In this world
With my music, my words
I'll make them listen
I'll make them hear
The message that I bring
It's time for a change
And I'm gonna be the one
To lead the way
Do you want to join me?
Do you want to make a difference too?
If you feel like it's time for a change
And you're ready to stand up and be counted
Then come with me
And together we'll make a difference
In this world
With our music, our words
We'll make them listen
We'll make them hear
The message that we bring
It's time for a change
And we're gonna be the ones
To lead the way
Try out Writesonic's AI Lyrics Generator: https://writesonic.com/
Show HN: This Entire Music Video Was Made by AI
Writesonic (YC S21) Is Looking for Founding Fullstack Engineer
Show HN: I built an AI-powered article generator
How We Got 1000 Beta Testers for Our SaaS App Within a Week
Show HN: GPT-3 Powered Content Marketing Automation
According to a McKinsey analysis, the average professional spends 28% of the workday reading and answering email. Imagine if you could get that time back!
That’s why I built Magic Email
Magic Email is an AI Email assistant that uses GPT-3 to let you:
1. summarize long emails into short, readable summaries
2. generate professional emails from one-line descriptions
3. generate contextual replies from one-liners or key points
4. auto-correct grammatical errors in your email
Join the beta here: https://magicemail.io
We’d love to get your feedback and look forward to answering any questions!
Show HN: Made an app to generate professional emails from one-liners with GPT-3
There are quite a few articles which are saying that touchless tech will witness growth much faster than earlier due to the COVID-19 outbreak.
Some links: https://www.securitymagazine.com/articles/92823-covid-19-and... https://builtin.com/design-ux/future-touchless
Touch-less technology is the future (especially after the Covid-19 pandemic).
So, I made Zesture, a Mac/Windows app that uses your laptop's camera to give you touch-free control over your media, entertainment and presentation applications (without any extra hardware).
You can watch a demo video here - https://www.youtube.com/watch?v=-_swm09Xmtg&feature=emb_titl...
Supported Apps and Websites:
- Music: Spotify, Apple Music, Amazon Music, Spotify (Web Player), YouTube Music, Amazon Music (Web Player) and Deezer.
- Video: VLC Media Player, YouTube and Netflix.
- Presentation: Microsoft PowerPoint and Keynote.
️Supported Actions: Play/Pause, Next/Previous Track, Enter/Exit Full-screen, Forward/Rewind, Mute/Unmute, Volume Up/Down.
Privacy: Using your webcam is totally secure. Gesture recognition is done locally on your computer and hence we don't record, save or send any images or videos at all. Your camera is turned off automatically after a certain period of inactivity (configurable via the app).
We’d love to get your feedback and look forward to answering any questions!
Show HN: Zesture – Control Mac/Windows Apps Using Hand Gestures
Ask HN: Need Volunteers for Bhagavad Gita App
️The Gita Initiative is a non-profit project devoted to serving humankind by creating interactive digital experiences that encourage and challenge people to practice the presence of God in everyday life.Currently, we are working on redesigning BhagavadGita.io which is a modern Gita app/website with a simple, beautiful and easy to use interface, helping you focus on reading. You can have a look...
The method you described is a part of our algorithms but more steps are needed to make it give meaningful results and make sure it works on different kinds of articles.