Search defined the internet, RAG based techniques will also define the AGI era.
https://t.co/ahC8xqmAvW for sale!
Full AI domain list: https://t.co/JEEJgEzFKw
#RAG#agi#domainsforsale#domainname
Hybrid RAG using trafilatura and BeautifulSoup Python lib, enhances complex reasoning through optimized retrieval.
**Problem** ๐:
Retrieval-augmented generation (RAG) systems face challenges in complex reasoning tasks, including lack of domain expertise, hallucination, and difficulty integrating time-sensitive information.
**Key Insights from this Paper ๐ก**:
- Hybrid RAG system with comprehensive optimizations improves retrieval quality and reasoning capabilities
- Refined text chunks, tables, attribute predictors, and knowledge extractors enhance performance
- System excels at complex reasoning tasks but struggles with dynamic, time-sensitive questions
- Effective handling of corner cases and reduction of hallucinations
**Solution in this Paper** ๐ ๏ธ:
- Web page processing: Extracts clean text chunks and tables using trafilatura and BeautifulSoup
- Attribute predictor: Classifies questions as static/dynamic using in-context learning
- Numerical calculator: Generates Python expressions for precise calculations
- LLM knowledge extractor: Leverages model's internal knowledge as additional reference
- Knowledge Graph module: Queries structured data using function calling
- Reasoning module: Integrates information sources with step-by-step reasoning prompts
- Corner case handling: Identifies invalid questions and encourages "I don't know" responses
**Results** ๐:
- 3rd place in Task 1 and prizes for 5/7 question types in Task 2 of CRAG benchmark
- Local evaluation scores:
- Correct: 29.7% (vs 25.4% baseline)
- Missing: 56.3% (vs 2.5% baseline)
- Hallucination: 13.9% (vs 72.1% baseline)
- Overall score: 15.8% (vs -46.6% baseline)
- Excels in static, slow-changing questions and complex reasoning tasks
- Struggles with dynamic, time-sensitive questions in finance and sports domains
If last year, images and music were the main battlegrounds for AI, this year, itโs videos and coding.
https://t.co/qxP9mHOmA7
https://t.co/ocajnmYZ1v for sale!
Full list: https://t.co/JEEJgEz7UY
#cursor#replit#aicoding#domainsforsale#domainnames
How to build a startup with v0, cursor, claude and replit in 67 minutes (beginner's guide)
I asked @rileybrown_ai if he could build an app in under 2 hours and he did it.
He has zero engineering background. Blew my mind.
You'll witness:
1. Complex app architecture materializing out of thin air
2. AI turning "make it pretty" into pixel-perfect UI
3. Real-time problem-solving that would make MacGyver jealous
By the end, you'll be ready to:
1. Sweet-talk AI into building your dream app
2. Decipher error messages like a seasoned Stack Overflow pro
3. Stitch together AI features faster than you can say "labor day"
We're living in an era where "I'm not technical" is no longer an excuse. Speak english and you're an engineer.
You can build a startup in 67 minutes now.
The future of startups is here (see next tweet):
*reply if you want to see more live cookies sessions and what you want to see next*
The quality in this group is very high, truly justifying the high price.
My .ai list:
https://t.co/ahC8xqmAvW
https://t.co/1QPAUB0Zc5
https://t.co/kZ7nDzCMEu
Full AI domain list: https://t.co/JEEJgEzFKw
#AI#domainsforsale#aidomain#domainnames
7 one-word .ai domains were sold for 5 figures on the same day @Dynadot ๐
Quranโคai sold for $100,999 ๐ฅ
What .ai domain do you hope to see on the list soon? Comment yours๐
With a vast amount of game video content as training material, a fully open game world created by AI may soon become a reality.
https://t.co/NCSQ35EBnG for sale
Full list: https://t.co/JEEJgEzFKw
#gameai#doom#diffusion#gameengine#domainfor#domainname
Wow, diffusion models (used in AI image generation) are also game engines - a type of world simulation.
By predicting the next frame of the classic shooter DOOM, you get a playable game at 20 fps without any underlying real game engine.
This video is from the diffusion model.
Have been using Cursor for a year now, which has helped me write a bunch of audio processing tools in Python.Truly a powerful domain expert and practical assistant.
I am holding some AI coding domains like https://t.co/ocajnmZwR3, hope to see more like Cursor in the future.
What can an 8-year-old build in 45 minutes with the assistance of AI?
My daughter has been learning to code with @cursor_ai and it's mind-blowing๐คฏ
Here are highlights from her second coding session. In 45 minutes she built a chatbot powered by @CloudflareDev Workers AI ๐
Basic concept courses combined with practical exercises using prompt words are the entryway for ordinary people to quickly apply AI to their daily work.โ
https://t.co/SO1cC6j7MX for sale
Full list: https://t.co/JEEJgEzFKw
#onlinecourse#nvidia#prompt#domainsforsale
AI images always look so clear, perhaps in the future, the slightly blurry realism of photos taken with old cameras will become popular?
#aiimagegeneration#AIphoto#domainsforsale
How is Elon Muskโs TruthGPT going. We need some warning mechanisms to constantly remind people whether what theyโre seeing is AI-generated.
https://t.co/NNUb8LylI1 https://t.co/2dnyNm9Zwf for sale
#aivideohot#KamalaHarris2024#DomainsForSale#Domains
The biggest victim of technology is the truth.
Above is Kamala Harris getting off the plane to the cheers of the crowd waiting for her under the staircase. Just note that the crowd is built from computer commands and is the product of AI.
For the first time, AI tools are integrated in an election campaign. Part of the audience she is speaking in front of in videos is made of AI generated characters.
Haha, itโs time to use this domain to develop a website that can verify the authenticity of images for future elections.
https://t.co/f84uTbIjJa for sale
Full list: https://t.co/JEEJgEzFKw
#aiphoto#DemocratsAreAJoke#DomainsForSale
In the future, everyone will need to master python skills to create advanced AI business. If youโre looking to start a business related to coding, a great name is the first step,
https://t.co/ocajnmZwR3 for sale
#python#coding#GenerativeAI#DomainsForSale#domainnames
I'm teaching a new course! AI Python for Beginners is a series of four short courses that teach anyone to code, regardless of current technical skill. We are offering these courses free for a limited time.
Generative AI is transforming coding. This course teaches coding in a way thatโs aligned with where the field is going, rather than where it has been:
(1) AI as a Coding Companion. Experienced coders are using AI to help write snippets of code, debug code, and the like. We embrace this approach and describe best-practices for coding with a chatbot. Throughout the course, you'll have access to an AI chatbot that will be your own coding companion that can assist you every step of the way as you code.
(2) Learning by Building AI Applications. You'll write code that interacts with large language models to quickly create fun applications to customize poems, write recipes, and manage a to-do list. This hands-on approach helps you see how writing code that calls on powerful AI models will make you more effective in your work and personal projects.
With this approach, beginning programmers can learn to do useful things with code far faster than they could have even a year ago.
Knowing a little bit of coding is increasingly helping people in job roles other than software engineers. For example, I've seen a marketing professional write code to download web pages and use generative AI to derive insights; a reporter write code to flag important stories; and an investor automate the initial drafts of contracts.
With this course youโll be equipped to automate repetitive tasks, analyze data more efficiently, and leverage AI to enhance your productivity.
If you are already an experienced developer, please help me spread the word and encourage your non-developer friends to learn a little bit of coding.
I hope you'll check out the first two short courses here! https://t.co/lTupltSZkT
Stunning effect. It feels like the physical laws of water have been transferred to sand, making the creation of visual wonders so much fun with AI.
#runway#midjourney#aivideo#domainname#DomainForSale https://t.co/djrknwb9pw
check out my latest trailer, Sand,
crafted using my favorite ai tools:
@midjourney for image generation
@runwayml gen-3 for video creation
@VideoleapApp for seamless editing
making videos like this feels like magic
Previously, I owned a domain related to the flux+AI concept, but unfortunately, I eventually let it go. I hope all is well and continue to maintain a forward-looking perspective.
My list: https://t.co/JEEJgEzFKw
#Flux#AIImages#midjourney#domainsforsale#domainnames
Whoa Flux dropped out of no where.
This open source Midjourney competitor creates impressive images and it's pretty good
10 wild examples (and how to try):
AI is getting out of hand.
There are some insane videos being made using Luma AI and Midjourney.
Here are 10 hilarious examples:
1. Game of Thrones Festival
Midjourney V6.1 is now live! V6.1 greatly improves image quality, coherence, text, and comes with brand-new upscaling and personalization models. Itโs smarter, faster, clearer, and more beautiful. We hope you enjoy our best model yet <3