The Juicer

The Juicer is a weekly newsletter that shares 3 AI, tech, and self improvement tips for a 10X more productivity life: https://www.thejuicer.io/subscribe

Analytics & AI Content Creator

Justjooz

Justjooz (https://justjooz.com) is my website where I share AI, data analytics, and other tech content.

- Website has 23M+ Impressions, 300K+ readers to date
- In the top 250K sites in the United States (SimilarWeb)
- Rapid authority growth: 0 -> 29 DR in 6 months with organic link-building strategies
- Directed data-driven outreach campaigns and keyword research strategies
- Featured on Yahoo, MSN, Business Leader UK, Splunk, Posit, Alchemy, Hacken, Alation, and more.

Founder

Alchemy

Alchemy Overviews (https://www.alchemy.com/overviews)
- Performed SEO editing of 50 articles for Alchemy's blog (Freelance Contractor)
- Proofreading, research, grammar correction, tonal correction, language styling, heading architecture, on-page SEO optimization, page interlinking, optimization for mobile readers

SEO Editor (Contractor)

Birding Outdoors

BLOG: https://www.birdingoutdoors.com

- Featured in The Straits Times (Singapore Newspapers) in Jan 2022, LIFE Section
- Ranked in the Global Top 40 Birding Websites (FatBirder Rankings)
- Featured in the Nature Conservancy (US), FatBirder, The Hustle, PetPedia, Real Homes, etc.
- Receives steady organic traffic with a steady ranking of page 1, rank 1 of Google SERPs
- Received over 10M global impressions in the past 1 year

Singapore General Hospital

Strategy Management & Analytics Department (SMA):
1. Drastically decreased data analysis turnaround time from 50+ man-hours to just 5 minutes.
2. Performed rigorous dashboard development and maintenance for clinical and business data for the Radiological Sciences Division 
3. Performed code maintenance for COVID-19 cases tracking in SGH.

Executive, Analytics

Redbubble

1. Self-taught design elements for different merchandise
2. Created designs using design software such as Pixlr, Canva and Photopea
3. Employed the use of automation software to iterate repetitive designs
4. Performed niche and keyword research using Google Trends
5. Developed R shiny apps to automate data manipulation

Store Owner

IMDA

Technology Planning Division (TPD):
1. Developed a Tkinter GUI in Python that automates an entire data analysis pipeline
2. Developed an API for an SQLite3 database for data analysis
3. Successfully decreased analysis turnaround time - from 3 days to 15 minutes.

Data Analytics Intern

Agency for Integrated Care (Singapore)

Quality and Productivity Division (QPD):
1. Successfully directed a project in R to automate the creation of 67 Nursing Home Reports with 1000+ graphs which led to a 90% decrease in report generation time
2. Performed extensive statistical research and testing on survey data
3. Performed simple data cleaning, PivotTables and VLOOKUP functions in Excel
4. Produced a resource guide and infographics in Canva for nursing homes to follow up on the reports received

Software utilised: R Programming Language, OfficeR, ggplot2, dplyr, Canva, Microsoft Excel, Microsoft PowerPoint

Data Analytics & Quality Intern

Duke-NUS Medical School

Health Services Research Centre, SingHealth/Duke-NUS Medical School:
- Wrote the documentation and code of a new R package to be used as a clinical prediction tool
- Restructured the architecture of the new package for delivery into a Shiny web app
- Integrated backend package functions into the reactive Shiny app
- Designed the front end UI of the app
- Performed minor bug fixes and updates based on feedback given
- Recommended relevant improvements to code

Purpose of Clinical Prediction Tool: Early detection of clinical deterioration to achieve timely response to critical patients, decreasing the rate of preventable early inpatient mortality

Data Visualization Intern

Nanyang Technological University

Dr Wilson Goh's Lab:
- Developed programming pipelines for analysis of healthcare datasets in breast cancer 
- Extracted gene expression big data using GEOquery in R
- Handled data manipulation of multiple gene expression corpuses using Rbase and tidyverse packages in R
- Conducted analysis of large transcriptomic data using bootstrapping techniques
- Presented developed pipelines and algorithms via a Rmarkdown-generated report to a team of 10 data science experts

Data Science Research Intern

Data Analyst & AI Enthusiast - Sharing juicy tips in AI, tech, and self-improvement | 💡 LinkedIn Top AI Voice

AI could change your life - like how it changed mine by easily 10X-ing my work & personal productivity.

I could help you do it too!

I'll be posting AI & tech-related content here frequently to help you adopt tech and improve your productivity at work and at play.

If you love what you're seeing and want more value;

Subscribe to my newsletter, The JUICER, to get them straight to your inbox.

➡ https://thejuicer.ck.page/subscribe ⬅

🍊 THE JUICER is a newsletter that delivers 3 tips on AI & tech to 10X your productivity!

Write on paper like normal and get it digitized on the fly!

I love tech products like these!

I've used my ipad for writing and journaling.

BUT

I've been missing the tactile feeling of pulling a pen's ink across paper.

There's something satisfying about the strokes of ink on paper.

Innovative products like these are what will shape our future.

Would you get it and what are your thoughts?

♻️ Hit repost to share with others!

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🍊 Join 𝗧𝗵𝗲 𝗝𝘂𝗶𝗰𝗲𝗿, my weekly newsletter on AI, tech, and self-improvement and I'll send you my 𝗙𝗥𝗘𝗘 𝗔𝗜 𝗕𝘂𝗻𝗱𝗹𝗲 𝙞𝙣𝙨𝙩𝙖𝙣𝙩𝙡𝙮: https://lnkd.in/ghmqfcfA

#artificialintelligence #ai #chatgpt #aicontentcreation #chatgptprompts

Justin Chia 🍊

Data Analyst & AI Enthusiast - Sharing juicy tips in AI, tech, and self-improvement

AI can't be used for SEO.

That's just because you don't know how.

Here are 7 MEGA prompts I recommend trying!

Which is your favorite? Let me know if you use them!

📌 To get this PDF:
1. Like this post
2. Comment "guide"
3. Follow me Justin Chia 🍊 

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Prompts for SEO.pdf

𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜 𝗧𝗼𝗼𝗹 𝗟𝗮𝗻𝗱𝘀𝗰𝗮𝗽𝗲

Here are 25 GenAI tools you should try:

𝗠𝗼𝗱𝗲𝗹 𝗜𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲:

1. 𝗗𝗮𝘁𝗮𝗥𝗼𝗯𝗼𝘁: A commercial machine-learning platform for building and deploying machine-learning models.
2. 𝗠𝗟𝗳𝗹𝗼𝘄: An open-source platform for managing the machine learning lifecycle.
3.  𝗧𝗲𝗻𝘀𝗼𝗿𝗙𝗹𝗼𝘄 𝗘𝘅𝘁𝗲𝗻𝗱𝗲𝗱 (TFX): A platform for building machine-learning pipelines with TensorFlow.
4. 𝗛𝘂𝗴𝗴𝗶𝗻𝗴 𝗙𝗮𝗰𝗲 𝗧𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺𝗲𝗿𝘀: An open-source library for natural language processing models and tools.
5. 𝗢𝗽𝗲𝗻𝗔𝗜: Known for the OpenAI API and OpenAI Codex, offering powerful language model access.

𝗖𝗼𝗻𝘁𝗲𝗻𝘁/𝗖𝗼𝗽𝘆𝘄𝗿𝗶𝘁𝗶𝗻𝗴:
6. 𝗚𝗣𝗧-𝟰: A powerful language model by OpenAI for generating natural language text.
7. 𝗖𝗼𝗽𝘆.𝗮𝗶: An AI tool for creating high-quality content like social media posts and articles.
8. 𝗝𝗮𝘀𝗽𝗲𝗿.𝗮𝗶: Generates content for marketing, SEO, and social media.
9. 𝗪𝗿𝗶𝘁𝗲𝘀𝗼𝗻𝗶𝗰: Uses GPT-3 for creating marketing copy and social media posts.
10. 𝗖𝗼𝗻𝘁𝗲𝗻𝘁𝗕𝗼𝘁: An AI tool for creating blog, social media, and e-commerce content.
   
𝗗𝗲𝘀𝗶𝗴𝗻𝗶𝗻𝗴:
11. 𝗗𝗔𝗟𝗟-𝗘 𝟯 (under ChatGPT Plus): Generates high-quality images from text descriptions.
12. 𝗟𝗲𝗻𝘀𝗮: AI-powered photo editing app for portrait enhancements.
13. 𝗠𝗶𝗱𝗷𝗼𝘂𝗿𝗻𝗲𝘆: A design platform for website and mobile app designs.
14. 𝗖𝗿𝗮𝗶𝘆𝗼𝗻: Deep-learning based tool for generating high-quality images.
15. 𝗡𝗶𝗴𝗵𝘁𝗖𝗮𝗳𝗲: Generates diverse, realistic images using machine learning.

𝗩𝗶𝗱𝗲𝗼 𝗖𝗿𝗲𝗮𝘁𝗶𝗼𝗻/𝗘𝗱𝗶𝘁𝗶𝗻𝗴 𝗗𝗼𝗺𝗮𝗶𝗻:
16. 𝗦𝘆𝗻𝘁𝗵𝗲𝘀𝗶𝗮: AI-powered video creation platform using synthetic media technology.
17. 𝗟𝘂𝗺𝗲𝗻𝟱: AI tool for quickly creating engaging video content.
18. 𝗠𝗮𝗴𝗶𝘀𝘁𝗼: Video editing tool for creating professional-looking videos.
19. 𝗗-𝗜𝗗: Produces high-quality videos with a focus on privacy and de-identification.
20. 𝗗𝗲𝘀𝗰𝗿𝗶𝗽𝘁: Combines NLP and ASR for audio and video file analysis.

𝗖𝗼𝗱𝗶𝗻𝗴:
21. 𝗥𝗲𝗽𝗹𝗶𝘁 𝗚𝗵𝗼𝘀𝘁𝘄𝗿𝗶𝘁𝗲𝗿: Suggests improvements in programming code using ML.
22. 𝗧𝗮𝗯𝗡𝗶𝗻𝗲: Deep learning-based code completion tool.
23. 𝗗𝗲𝗲𝗽𝗖𝗼𝗱𝗲: AI-powered tool for code review, identifying issues in code.
24. 𝗖𝗼𝗽𝗶𝗹𝗼𝘁: Uses advanced AI for generating code snippets from descriptions.
25. 𝗠𝘂𝘁𝗮𝗯𝗹𝗲 𝗔𝗜: Analyzes codebases to recommend improvements.
   
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📌 Want a 𝗙𝗥𝗘𝗘 𝗔𝗜 𝗕𝘂𝗻𝗱𝗹𝗲 (𝘄𝗼𝗿𝘁𝗵 $𝟮𝟵𝟵) of:

• 𝟮𝗫 𝗔𝗜 𝗘𝗯𝗼𝗼𝗸𝘀 (2000+ prompts & ChatGPT Beginner's Guide)
• 𝟴𝗫 𝗔𝗜 𝗖𝗵𝗲𝗮𝘁𝘀𝗵𝗲𝗲𝘁𝘀
• 𝟲𝗫 𝗙𝘂𝗹𝗹 𝗣𝗗𝗙 𝗴𝘂𝗶𝗱𝗲𝘀

For 100% 𝗙𝗥𝗘𝗘?

🍊 Join 𝗧𝗵𝗲 𝗝𝘂𝗶𝗰𝗲𝗿, my weekly newsletter on AI, tech, and self-improvement and I'll send it 𝙞𝙣𝙨𝙩𝙖𝙣𝙩𝙡𝙮: https://lnkd.in/gaR4DfSq

#ai #generativeaitools 


ChatGPT is useless if write BAD PROMPTS.

Instead, learn proper prompting structure -> get high-quality results.

Here’s a prompting structure I created for email marketing for a smart watch brand:

1. Set the Goal and Give Context
2. Define Job Description and Tone
3. Define specific output

If you want to download this PDF for FREE,
1. Like this post
2. Comment “cheatsheet”
3. Follow me Justin Chia

You’ll get immediate access to this cheatsheet + other freebies in my ChatGPT bundle:

- My 123-page 2000+ Prompts Ebook (includes 20 industries)
- My 150+ ChatGPT Prompts Cheatsheet
- My 500+ ChatGPT GPT Ideas Cheatsheet
- My 50 AI Tools Cheatsheet
- Many BONUS cheatsheets!

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📌 If you liked this, you'll love my AI & Tech newsletter, The Juicer, where I share 3 tech tips to 10X your productivity:
https://lnkd.in/gaR4DfSq

I stopped caring about AI.

Instead, get out, do activities, and travel. 

And you'll see your mind expand.

We're human, after all - we love tactile, real experiences.

I've been away for the past 2 weeks (if you haven't noticed!)

I traveled to London and various parts of the UK. 🇬🇧

It's been nothing but AMAZING.

It's like a parallel world where the context of everything is the same but different.

I've never been more immersed in English culture.

(this means more selfies at the ready for LinkedIn now!)

I'm so glad I took a break.

But happier now that I'm back and refreshed!

ANYWAY;

I got hit by a flu bug since I got back, so pardon the late comeback.

As traveling really resets the mind, I've been thinking about how I'll be posting moving forward.

I'll be decreasing my posting quantity to increase quality.

I'm going to be dropping value bombs for each post - so watch out for that!

Also, I've decided that I'll be looking for full-time job opportunities in data analytics, marketing, or AI.

Please feel free to contact me if you know anyone who could help with such a role. 😊

And no, my newsletter, 🍊The Juicer 🍊, will not be stopping.

(🍊 sub here if you haven't: www.thejuicer.io/subscribe)

I love writing it.

With all that, I'll see you soon, my friend.

📌 Let me know: Do you have travel plans? And how has traveling changed your mindset about life?

P.S. this pic was taken during a rare sunny day in London!

#travel #lifeupdate #newsletter #thejuicer  

99% of the GPT Store's custom GPTs suck.

Try these handpicked ones instead! ⬇️

𝗛𝗲𝗿𝗲 𝗮𝗿𝗲 𝗺𝘆 𝟭𝟬 𝗠𝘂𝘀𝘁-𝗧𝗿𝘆 𝗚𝗣𝗧𝘀:

👉 𝗩𝗶𝗱𝗲𝗼 𝗠𝗮𝗸𝗲𝗿 𝗯𝘆 𝗶𝗻𝘃𝗶𝗱𝗲𝗼 𝗔𝗜:
Converts text prompts into stunning AI videos tailored for different platforms. It automates scriptwriting and video production, offering comprehensive video briefs and customization options.

👉 𝗩𝗶𝗱𝗲𝗼 𝗦𝘂𝗺𝗺𝗮𝗿𝗶𝘇𝗲𝗿 𝗔𝗜:
Excels in generating educational summaries or detailed analyses for YouTube video captions, focusing on the latest events in the content.

👉 𝗩𝗶𝗱𝗲𝗼 𝗜𝗻𝘀𝗶𝗴𝗵𝘁𝘀:
Quickly analyzes and summarizes YouTube video content, offering full-text summarization and video metadata analysis to understand context better.

👉 𝗖𝗮𝗽𝗖𝘂𝘁 𝗩𝗶𝗱𝗲𝗼𝗚𝗣𝗧:
Turns text ideas into audio-video scripts, simplifying video creation by automating the production process based on provided scripts.

👉 𝗜𝗺𝗮𝗴𝗲 𝗖𝗼𝗽𝘆 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗚𝗣𝗧:
Produces images resembling an original using DALL-E technology, perfect for creating unique yet familiar photos for projects.

👉 𝗦𝘁𝗮𝗯𝗹𝗲 𝗗𝗶𝗳𝗳𝘂𝘀𝗶𝗼𝗻 𝗣𝗿𝗼𝗺𝗽𝘁𝗲𝗿:
Acts as a specialized assistant for generating detailed prompts for AI image generation using Stable Diffusion technology, ideal for both personal and professional projects.

👉 𝗗𝗔𝗟𝗟-𝗘:
Trained to produce images from text descriptions, making it invaluable for creative visual representations based on detailed scene descriptions.

👉 𝗔𝗿𝘁 𝗦𝘁𝘆𝗹𝗲 𝗘𝘅𝗽𝗹𝗼𝗿𝗲𝗿:
Guides you in understanding various art styles by analyzing uploaded images, aiding in the creation of new artwork by interpreting the style of the original image.

👉 𝗜𝘁 𝗶𝘀 𝗮 𝗥𝗮𝗻𝗸𝗶𝗻𝗴 𝗙𝗮𝗰𝘁𝗼𝗿 𝗚𝗣𝗧:
Customized to provide detailed, accurate responses about SEO ranking factors, enhancing site optimization efforts with specialized knowledge.

👉 𝗦𝗘𝗢 𝗚𝗣𝗧 𝗯𝘆 𝗪𝗿𝗶𝘁𝗲𝘀𝗼𝗻𝗶𝗰:
Evaluates article optimization for search engines and conducts technical website analyses, making it accessible for those new to SEO to improve their site's visibility.

These GPTs offer innovative solutions for content creators seeking to enhance efficiency, creativity, and engagement in their projects. 

GO TRY THEM!

#ContentCreation #GPTs #DigitalMarketing #AI #VideoEditing #ImageEditing #SEO

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🍊 Join 𝗧𝗵𝗲 𝗝𝘂𝗶𝗰𝗲𝗿, my weekly newsletter on AI, tech, and self-improvement and I'll send you my 𝗙𝗥𝗘𝗘 𝗔𝗜 𝗕𝘂𝗻𝗱𝗹𝗲 𝙞𝙣𝙨𝙩𝙖𝙣𝙩𝙡𝙮: https://lnkd.in/ghmqfcfA

𝗦𝗧𝗢𝗣 𝗲𝗻𝗴𝗮𝗴𝗶𝗻𝗴 𝗼𝗻 𝗷𝘂𝘀𝘁 𝘀𝗼𝗰𝗶𝗮𝗹 𝗺𝗲𝗱𝗶𝗮.

Instead, use these 𝗲𝗺𝗮𝗶𝗹 𝗺𝗮𝗿𝗸𝗲𝘁𝗶𝗻𝗴 𝗽𝗹𝗮𝘁𝗳𝗼𝗿𝗺𝘀 to own your audience ⬇️

Choosing the right platform can significantly enhance your campaigns.

Here are 10 outstanding email marketing platforms you must try:

(P.S. I've tried Mailchimp, Sendinblue, Convertkit and Beehiiv.)

I saved the best for last 😉

𝗠𝗮𝗶𝗹𝗰𝗵𝗶𝗺𝗽:
Best for its user-friendly interface and diverse range of features including automation, analytics, and campaign management.
🔗 www.mailchimp.com

𝗖𝗼𝗻𝘀𝘁𝗮𝗻𝘁 𝗖𝗼𝗻𝘁𝗮𝗰𝘁:
Offers extensive support and training for small businesses, alongside powerful tools for email creation, automation, and reporting.
🔗 www.constantcontact.com

𝗦𝗲𝗻𝗱𝗶𝗻𝗯𝗹𝘂𝗲:
A versatile platform that integrates email marketing with SMS marketing and a CRM, ideal for a holistic marketing approach.
🔗 www.sendinblue.com

𝗔𝗰𝘁𝗶𝘃𝗲𝗖𝗮𝗺𝗽𝗮𝗶𝗴𝗻:
Known for its advanced automation, segmentation capabilities, and CRM integration, perfect for personalized marketing campaigns.
🔗 www.activecampaign.com

𝗖𝗮𝗺𝗽𝗮𝗶𝗴𝗻 𝗠𝗼𝗻𝗶𝘁𝗼𝗿:
Features an easy-to-use email builder and beautiful templates, making it simple to create engaging emails that captivate audiences.
🔗 www.campaignmonitor.com

𝗔𝗪𝗲𝗯𝗲𝗿:
A reliable choice for small businesses with easy-to-use templates, automation, and A/B testing to optimize your emails.
🔗 www.aweber.com

𝗖𝗼𝗻𝘃𝗲𝗿𝘁𝗞𝗶𝘁:
Tailored for creators and bloggers, focusing on simple yet effective email marketing tools to grow and engage your audience.
🔗 www.convertkit.com

𝗗𝗿𝗶𝗽:
Specializes in e-commerce with deep personalization and segmentation, driving sales through targeted email campaigns.
🔗 www.drip.com

𝗠𝗮𝗶𝗹𝗲𝗿𝗟𝗶𝘁𝗲:
Stands out for its simplicity and affordability, offering features like automation, landing pages, and A/B testing for effective campaigns.
🔗 www.mailerlite.com

𝗕𝗲𝗲𝗵𝗶𝗶𝘃:
A newer, innovative platform designed specifically for newsletter creators, offering advanced analytics, segmentation, and monetization tools.
🔗 www.beehiiv.com

Yes, I use Beehiiv for my newsletter, The Juicer!

🍊 Join 𝗧𝗵𝗲 𝗝𝘂𝗶𝗰𝗲𝗿, my weekly newsletter on AI, tech, and self-improvement and I'll send you my 𝗙𝗥𝗘𝗘 𝗔𝗜 𝗕𝘂𝗻𝗱𝗹𝗲 𝙞𝙣𝙨𝙩𝙖𝙣𝙩𝙡𝙮: https://lnkd.in/ghmqfcfA

#EmailMarketing #DigitalMarketing #MarketingTools #BusinessGrowth #CustomerEngagement

𝗬𝗼𝘂'𝗿𝗲 𝘄𝗿𝗶𝘁𝗶𝗻𝗴 𝗯𝗮𝗱 𝗽𝗿𝗼𝗺𝗽𝘁𝘀.

But with the right prompting frameworks, you won't ⬇️

𝗛𝗲𝗿𝗲 𝗮𝗿𝗲 𝟴 𝗽𝗿𝗼𝗺𝗽𝘁𝗶𝗻𝗴 𝗳𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸𝘀:

1. 𝗖𝗵𝗮𝗶𝗻 𝗼𝗳 𝗧𝗵𝗼𝘂𝗴𝗵𝘁 𝗣𝗿𝗼𝗺𝗽𝘁𝗶𝗻𝗴: This approach involves writing prompts that include a step-by-step reasoning process. It helps the model to break down complex problems into simpler steps, leading to more accurate answers.

2. 𝗭𝗲𝗿𝗼-𝗦𝗵𝗼𝘁, 𝗙𝗲𝘄-𝗦𝗵𝗼𝘁, 𝗮𝗻𝗱 𝗠𝗮𝗻𝘆-𝗦𝗵𝗼𝘁 𝗣𝗿𝗼𝗺𝗽𝘁𝗶𝗻𝗴: These methods differ in the number of examples provided in the prompt. Zero-shot involves no examples, few-shot includes a small number (typically 1-5) of examples to guide the model, and many-shot uses a larger number of examples.

3. 𝗣𝗿𝗼𝗺𝗽𝘁 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 𝗼𝗿 𝗣𝗿𝗼𝗺𝗽𝘁 𝗖𝗿𝗮𝗳𝘁𝗶𝗻𝗴: This is a more general approach that involves carefully designing the prompt to maximize the quality of the model's output. It includes techniques like specifying the format of the desired answer, using clear and concise language, and providing context where necessary.

4. 𝗦𝗼𝗰𝗿𝗮𝘁𝗶𝗰 𝗣𝗿𝗼𝗺𝗽𝘁𝗶𝗻𝗴: This method involves posing questions or problems in a way that encourages the model to think critically and deeply, similar to the Socratic method of asking guiding questions.

5. 𝗜𝗻𝘀𝘁𝗿𝘂𝗰𝘁𝗶𝗼𝗻 𝗙𝗼𝗹𝗹𝗼𝘄𝗶𝗻𝗴 𝗣𝗿𝗼𝗺𝗽𝘁𝘀: These prompts are straightforward instructions or commands given to the model, telling it exactly what to do or what kind of response to generate.

6. 𝗔𝗻𝗮𝗹𝗼𝗴𝗶𝗰𝗮𝗹 𝗣𝗿𝗼𝗺𝗽𝘁𝗶𝗻𝗴: This involves using analogies to help the model understand and respond to the prompt. It can be particularly useful for creative tasks or when explaining complex concepts.

7. 𝗣𝗿𝗼𝗺𝗽𝘁 𝗖𝗵𝗮𝗶𝗻𝗶𝗻𝗴: In this approach, the output of one prompt is used as the input for the next, creating a chain of prompts and responses. This can be useful for complex tasks that require multiple steps.

8. 𝗡𝗲𝗴𝗮𝘁𝗶𝘃𝗲 𝗣𝗿𝗼𝗺𝗽𝘁𝗶𝗻𝗴: This involves telling the model what not to do or what kinds of responses to avoid. It can be used to prevent undesirable outputs.

Each of these frameworks has its own strengths and is suited for different types of tasks and objectives.

Pick a framework depending on the specific requirements of your task at hand and the capabilities of the language model being used!

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