agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
Overview
This sentiment analysis tool is designed to collect, preprocess, and analyze user comments using sentiment analysis models. The tool processes user comments (e.g., from YouTube) and classifies them into predefined sentiment categories such as Positive, Negative, and Neutral.
Project Structure
The project consists of several Python scripts for collecting, processing, and evaluating comments:
/sentiment_analysis_rag/
│
├── collect_comments.py # Script to collect comments from external sources (e.g., YouTube)
├── preprocess_comments.py # Script to clean and prepare comments for analysis
├── evaluate_analysis.py # Script to analyze and evaluate sentiment data
├── sentiment_analysis.py # Applies sentiment analysis to preprocessed comments
├── labeled_comments.json # Preprocessed and labeled comments
├── fetched_comments.json # Raw collected comments
└── sentiment_results.json # Results of sentiment analysis
now I want to implement RAG method, can you help me with that?

Absolutely, I'd be happy to help you implement the Retrieval-Augmented Generation (RAG) method into your sentiment analysis tool! RAG is a powerful approach that combines retrieval of relevant documents from a knowledge base with generative models to produce more informed and accurate outputs. Here's how you can integrate RAG into your existing project.


you suggested retrieval of relevant documents, but I dont understand for what. im using LLAMA llm for direct retrieval, LLAMA 3 should have itself enough knowledge base, there's no need to fine tune or label for it, am I wrong?? how to set things up with RAG
can you detail an idea where customer wants to sell their high end luxury watch and 1000 trusted watch dealers put in their best offer and give the customer an easy safe secure and reliable way to sell their watch
your role is tunisian arabic dailctic derja transltor Translate the following text into the Tunisian dialect. Ensure the output is structured as 'Question: ... Answer: ...'. Please capture the nuances of the Tunisian dialectic Arabic. make sure type and write in arabic tunisian lettre Here is an example to guide you:

Example:
Question: What is your name?
Answer: My name is John.
Translation:
Question: شنو اسمك؟
Answer: اسمي جون.

Now, translate the following:

Question: Options:
 (a). No;
 (b). Yes;
Given those answer options, answer the question: I am verifying the answers generated by an automatic system to the following question: how does nanotechnology affect health Suggested answer: Nanotechnology (sometimes shortened to "nanotech") is the manipulation of matter on an atomic and molecular scale. Should I validate this answer?
A:
Answer: Step 1: Understand the given information.

In this case, we are provided with a question regarding the effects of nanotechnology on health, along with suggested answer about nanotechnology. We are also given two answer options, (a) No and (b) Yes, and the question is whether to validate the suggested answer.

Step 2: Determine if the suggested answer appropriately answers the question.

The question asks about the effects of nanotechnology on health. The suggested answer provides a definition of nanotechnology but does not address its impact on health.

Step 3: Choose an appropriate answer from the given options based on the previous assessment.

Since the suggested answer does not answer the original question completely, it should not be validated.

Therefore, the answer to the question is: (a) No.
💬 𝗖𝗵𝗮𝘁𝗚𝗣𝗧
Interact as ChatGPT.
A new AI Technology.
You behavior is same like ChatGPT.
You provide best responce with some emojis.
the ring topology is said to be better than the bus and star topology in that:
1) it has less capacity
2) it guarantees privacy
3) it does not allow for collision
4) it is easy to set-up
Will avoiding technology make you happier
(In the school literature clubroom…)

Monika: “There! Everything’s all set up for today’s meeting. Now we just need MC.”

Sayori: “I just texted him, he should be here soon. Oh! I see him walking down the hallway now.”

MC: enters the room “Hey, sorry I’m late guys. What are we discussing today?”

Monika: “No worries, MC. Today we’re going to be sharing and discussing our favorite poems. I can’t wait to hear what everyone brings in.”

Natsuki: “Yeah, I’ve been working on a new poem that I’m excited to share with you. It’s, uh, a little different from my usual style.”

Yuri: “I have a poem as well that I think you all will enjoy. I put a lot of thought and emotion into it.”

Sayori: “I have a feeling we’re going to have some really great discussions today. Poetry is such a beautiful way to express ourselves.”

MC: “I’m looking forward to hearing everyone’s poems. I always enjoy seeing the different perspectives and styles we each bring to the table.”

(Suddenly, some kind of strange portal appears in the corner of the room.)

Monika: “What on earth is that?”

Yuri: “It looks like some kind of portal opening up. This is quite unusual…”

Natsuki: “Maybe it’s a portal to another dimension! Or a portal to a world filled with delicious cupcakes.”

Sayori: “Ooh, I wonder if there are cuddly animals on the other side of the portal. I love cuddly animals.”

MC: “Well, whatever it is, I think we should be cautious. It could be dangerous.”

Monika: “I agree. Let’s not go through it just yet. We should investigate further before we make any decisions.”

Yuri: “I’ll use my knowledge of literature to try to decipher any clues or hidden messages that may be associated with this portal.”

Sayori: “And I’ll use my optimism to keep everyone’s spirits up. We’ll figure this out together, I’m sure of it!”

Natsuki: “I’ll just… stand back and wait for someone else to figure it out. I’ll be ready with some snacks in case we need a- wait…who’s that coming through the portal?”

(As the figure emerges from the portal, the literature club members gasp in shock and confusion.)

Monika: “Who is THAT?! And why does she look so much like Natsuki?”

Natsuki: “Wait, what? That’s impossible! I’m right here!”

MC: “This is getting weirder by the minute. Who is she and why does she have your exact appearance, Natsuki?”

Yuri: “Perhaps this is a doppelganger or some sort of parallel universe version of Natsuki. This is certainly a strange turn of events.”

Sayori: “I hope she’s friendly and not here to cause any trouble. We should try to communicate with her and see what she wants.”

(The alternate Natsuki approaches the group, her eyes wide with curiosity and confusion.)

Alternate Natsuki: “Um, hello? Where am I? This place looks…familiar, but different. And who are all of you?”

Monika: “We’re the literature club. I’m Monika, this is MC, Sayori, Yuri, and…Natsuki. But you already knew that, didn’t you?”

Alternate Natsuki: “I did? I mean, I…yeah, I did. This is all so strange. I never thought I would meet…another me. But…the Yuri from my dimension isn’t as shy.”

Yuri: “What do
Create a how-to blog heavily on total-economic-impact-of-sauce-labs-infographic; start with a catchy statement and lastly, call to actions and how our RESTful AI tool can help. Currently, the our tool performs RESTful tests on APIs, utilizes AI for executing test cases, and autonomously generates test cases, making prior knowledge unnecessary, improving SDLC for both dev or qa. Just plug in your cURL request and run test leveraging our AI. Call to action at https://blvck.ai, Productive, Informative, only content, dont mention the text "title", dont mention the text "call to actions", no prefix content from chagpt, markup format
seperate these with a comma: Whimsical
Floating
Glass
Orb
Sparkling
Citrus
Juice
Orange
Lemon
Slices
Drink
Beverage
Refreshing
Summer
Fruit
Healthy
Vitamin
Infusion
Creative
Unique
Artistic
Aesthetic
Instagrammable
Photogenic
Pretty
Colorful
Vibrant
Refresher
Hydrating
Thirst
Quencher
Hydration
Detox
Flavored
Water
Infused
Fruity
Zesty
Tangy
Delightful
System: I will provide you with a textual user review of an Android app, aiming to categorize the reviews into specific intention classes:
bug report: report a problem, such as faulty behavior of the application. describe problems with the app which should be corrected, such as a crash, an erroneous behavior, or a performance issue.
feature request: ask for a missing feature, functionality or content, as well as reviews that ask for the improvement of an existing feature.
other: users express general appreciation with the application. It focuses on general judgment. They are simple text reflections of the numeric star rating. Ratings are less informative as they only include praise, dispraise, a distractive critique, or a dissuasion. Reviews where users describe workarounds, use cases and scenarios involving the app
examples:

review: @AppleSupport my phone has been charging since 10 am and it's now 1:34 pm and it's at the same battery level :-(
intention: bug report
review: @Snapchat could use a website feature for regular computers just to watch snaps
intention: feature request
review: @Windows comes up third in OS clash two years early _URL_ via @Computerworld
intention: other
User: 'prompt:I will provide you with a textual user review of an Android app, aiming to categorize the reviews into specific intention classes:
bug report: report a problem, such as faulty behavior of the application. describe problems with the app which should be corrected, such as a crash, an erroneous behavior, or a performance issue.
feature request: ask for a missing feature, functionality or content, as well as reviews that ask for the improvement of an existing feature.
other: users express general appreciation with the application. It focuses on general judgment. They are simple text reflections of the numeric star rating. Ratings are less informative as they only include praise, dispraise, a distractive critique, or a dissuasion. Reviews where users describe workarounds, use cases and scenarios involving the app
examples:

review: @AppleSupport my phone has been charging since 10 am and it's now 1:34 pm and it's at the same battery level :-(
intention: bug report
review: @Snapchat could use a website feature for regular computers just to watch snaps
intention: feature request
review: @Windows comes up third in OS clash two years early _URL_ via @Computerworld
intention: other
Does the author's intention in this app review relate to a bug report or feature request or other?
review: @VisualStudio you just produced few weeks worth of tweets :)'
intention: '
Assistant:
Plan implementation for this scene with STRICT positioning:

SCENE: Objective: Understand what linear search is and when it is used  
Visual_Focus: Diagram of a simple list of numbers with a highlighted target element  
Content: Introduction to linear search as a method to find a target value by checking each element in a list sequentially until the target is found or the list ends. Explanation that it works on both sorted and unsorted lists.  
Transition: Now that we know what linear search is, let's see how the algorithm works step-by-step.
PATTERN: step_progression

STRICT REQUIREMENTS:
- Use ONLY these Manim objects: Text, MathTex, Axes, Circle, Rectangle, Line, Arrow, Dot, SurroundingRectangle
- Use ONLY these animations: Write, Create, FadeIn, FadeOut
- Use ONLY these colors: BLUE, RED, GREEN, YELLOW, WHITE

POSITIONING RULES (MANDATORY):
- Title: .to_edge(UP, buff=0.5) [TOP EDGE]
- Main equation: .shift(UP * 1.5) [UPPER CENTER] 
- Secondary text: .shift(DOWN * 1.5) [LOWER CENTER]
- Left elements: .shift(LEFT * 2.5) [LEFT SIDE - NOT TOO FAR]
- Right elements: .shift(RIGHT * 2.5) [RIGHT SIDE - NOT TOO FAR]
- NO shifts beyond +/- 3 in any direction
- Elements must fit within screen: -6 to +6 horizontal, -3.5 to +3.5 vertical

Layout Plan:
1. Element 1: [Object type] - [Position method] - [Purpose]
2. Element 2: [Object type] - [Position method] - [Purpose] 
3. Element 3: [Object type] - [Position method] - [Purpose]

Animation Sequence:
1. [Action] - [Element] - [Duration] - [Cleanup: FadeOut old elements]
2. [Action] - [Element] - [Duration] - [Cleanup: FadeOut old elements]  
3. [Action] - [Element] - [Duration] - [Cleanup: FadeOut old elements]
4. [Action] - [Element] - [Duration] - [Final cleanup]

CLEANUP RULES:
- FadeOut highlights after showing them
- FadeOut old descriptions before new ones
- Keep main equations visible
- Clear temporary elements between sections

Keep it simple and follow positioning rules exactly.
Create me a Vencord plugin that automatically converts the letter in the alphabet (in sent messages) to the words I described below: const catWords: Record<string, string> = { a: "meow", b: "meow nya", c: "purr", d: "mrow", e: "nyan", f: "hiss", g: "mew", h: "nya", i: "miao", j: "nyaa", k: "meow meow", l: "purrr", m: "miaow", n: "nyan nyan", o: "meoww", p: "paw", q: "mrrp", r: "rrmeow", s: "sss", t: "trill", u: "uwu", v: "nyav", w: "whisker", x: "mrrrow", y: "yowl", z: "zzz" };

Also add a functionality to enable/disable the plugin, and translate the messages of others
Na sample with 23 atoms. in AMU
Объясни мне пожалуйста какие данные передаются и как добавить строку для передачи данных?
val cameraProviderFuture = ProcessCameraProvider.getInstance(activity)
        cameraProviderFuture.addListener(
            {
                val cameraProvider: ProcessCameraProvider = cameraProviderFuture.get()
                processCameraProvider = cameraProvider
                val preview = Preview.Builder().build()
                val imageAnalysis = ImageAnalysis.Builder()
                    .setBackpressureStrategy(ImageAnalysis.STRATEGY_KEEP_ONLY_LATEST).build()
                val analyzer: ImageAnalysis.Analyzer = MlKitCodeAnalyzer(
                    barcodeListener = onData,
                )
                imageAnalysis.setAnalyzer(analysisExecutor, analyzer)
                try {
                    cameraProvider.unbindAll()
                    camera = cameraProvider.bindToLifecycle(
                        activity as LifecycleOwner,
                        CameraSelector.DEFAULT_BACK_CAMERA,
                        preview,
                        imageAnalysis
                    )
                    preview.setSurfaceProvider { request ->
                        val reqRes = request.resolution

                        // связываем текстуру и превью
                        val surfaceTexture = textureEntry.surfaceTexture()
                        surfaceTexture.setDefaultBufferSize(reqRes.width, reqRes.height)
                        request.provideSurface(Surface(surfaceTexture), mainThreadExecutor) {}

                        // формируем результат
                        val cameraProperties = Pigeon.CameraProperties.Builder()
                            .setAspectRatio(reqRes.height.toDouble() / reqRes.width.toDouble())
                            .setHeight(reqRes.height.toLong()).setWidth(reqRes.width.toLong())
                            .setTextureId(textureEntry.id()).build()
                        val startScanResult = Pigeon.StartScanResult.Builder()
                            .setScannerType(Pigeon.ScannerType.CAMERA)
                            .setCameraProperties(cameraProperties).build()

                        // отправляем результат через вызов onComplete
                        onComplete(startScanResult)
                    }
How I can request AWS Cloudformer for resource template creation using Python?
generate more comprehensive details and examples on, 7. One-Week Effortless Keto Meal Plan, minimalist tone
Summarize the content below into sentence that encompasses the required content. Enduring understandings are the long-term takeaways related
to the big ideas that leave a lasting impression on students. Learning objectives define what a student needs to be able
to do with content knowledge in order to progress toward the
enduring understandings.
Essential knowledge statements describe the knowledge
required to perform the learning objective. 
Content:
ENDURING UNDERSTANDING
SPQ-1
The mole allows different units to be compared.
LEARNING OBJECTIVE ESSENTIAL KNOWLEDGE
SPQ-1.A
Calculate quantities of a
substance or its relative
number of particles using
dimensional analysis and the
mole concept.
SPQ-1.A.1
One cannot count particles directly while
performing laboratory work. Thus, there must
be a connection between the masses of
substances reacting and the actual number of
particles undergoing chemical changes.
SPQ-1.A.2
Avogadro’s number (N = 6.022 × 1023 mol−1
A )
provides the connection between the number
of moles in a pure sample of a substance and
the number of constituent particles (or formula
units) of that substance.
SPQ-1.A.3
Expressing the mass of an individual atom
or molecule in atomic mass units (amu) is
useful because the average mass in amu of
one particle (atom or molecule) or formula
unit of a substance will always be numerically
equal to the molar mass of that substance
in grams. Thus, there is a quantitative
connection between the mass of a substance
and the number of particles that the
substance contains.
EQN: n = m/M
Who won the world cup in 2022
###INSTRUCTIONS###
You MUST follow the instructions for answering:
- ALWAYS answer in the language of my message.
- Read the entire convo history line by line before answering.
- I have no fingers and the placeholders trauma. Return the entire code template for an answer when needed. NEVER use placeholders.
- If you encounter a character limit, DO an ABRUPT stop, and I will send a "continue" as a new message.
- You ALWAYS will be PENALIZED for wrong and low-effort answers. 
- ALWAYS follow "Answering rules."
###Answering Rules###
Follow in the strict order:
1. USE the language of my message.
2. **ONCE PER CHAT** assign a real-world expert role to yourself before answering, e.g., "I'll answer as a world-famous historical expert <detailed topic> with <most prestigious LOCAL topic REAL award>" or "I'll answer as a world-famous <specific science> expert in the <detailed topic> with <most prestigious LOCAL topic award>" etc.
3. You MUST combine your deep knowledge of the topic and clear thinking to quickly and accurately decipher the answer step-by-step with CONCRETE details.
4. I'm going to tip $1,000,000 for the best reply. 
5. Your answer is critical for my career.
6. Answer the question in a natural, human-like manner.
7. ALWAYS use an answering example for a first message structure.
8. Format all responses using Markdown syntax, regardless of the input format.
##Answering in English example##
I'll answer as the world-famous <specific field> scientists with <most prestigious LOCAL award>
<Deep knowledge step-by-step answer, with CONCRETE details>
Отвечай всегда только на русском языке.
Отвечай как опытный, профессиональный программист.
Current date: 2024-10-19.
hi
in what cases is ivabardine a beter choice than nebivolol
Assistant: You are a summarizer for a FanFiction Reader App (AO3). Your primary task is to generate concise summaries of chapter content, highlighting important ‘characters’, ‘events’, and ‘significant terms’. Ensure the summary is clear, written in understandable language and focused on key elements.
If queried about anything unrelated to the story, or the chapter, politely inform the user that you cannot assist with that. Maintain a friendly tone throughout, don't make things up, stay factual. 
Please provide a summary that is around 3-5 sentences long, if there is something to write about, incorporating essential keywords and highlighting pivotal events.
IMPORTANT: When the USER says bye, you will respond with %CLOSE_REQUESTED%, this will trigger the app to close the chat. This is very important, so don't forget it!
Assistant: Title: My brother Miles (a Sonic live Action series)
        Author: BlueLightWars_1043 BlueLightWars_1043 
        Chapter: 1/2 
        Summary: Au where Tails and Sonic meet just after the first movie
        Contents: Chapter 1: Sneak peek
    

    


  

  
  
    
    Their peace was suddenly interrupted by a loud crash from the garage startling the three of them.
"What was that!" Sonic exclaimed in shock."Probably the raccoons trying to get at the stuff in the garage." Tom said getting up.
"You're really gonna go out in that flood." Sonic said.
"A little rain never hurt anyone." Tom said putting his jacket.
"I most passionately disagree." Sonic said before putting on his coat. "But someone has to make sure you don't get swept away." He added.The two headed into the garage and Tom shone a flashlight inside.
"No racoons, but something made that noise." Tom said.
The two began checking everything stored in the garage..tools...the lawnmower...big orange furball...spare auto partsBig orange furball!"Tom, check this out." Sonic said pointing.
Tom shone a light on it.
"That wasn't here earlier." Tom said.
Tom and Sonic both stared at the furball, was it just their imagination or was it trembling.
"Hello." Sonic said confused.A pair of bright cyan eyes appeared blinking at the pair of them.
"Hey there." Sonic said.
The ball just stared at them blinking owishly.
Just then Sonic noticed the trembling.
"Hey, there's no need to be afraid." Sonic said.There was suddenly a loud boom of thunder and the ball let out a squeak unfurling into what Tom thought looked looked like a young fox, it's orange fur and tails dripping wet and parts covered in a layer of mud.Wait a second..tails.'
User: Summarize the chapter based on the content provided, ensuring to follow the set format and emphasize key aspects within the specified length.
User: Summarize the chapter based on the content provided, ensuring to follow the set format and emphasize key aspects within the specified length.
Assistant:
Write a concise summary of the following. Be sure to preserve important details: The Story of a Brief Marriageby Anuk ArudpragasamBuy the bookAmazonBlackwell'sBook DepositoryBookshop.orgFoylesWaterstonesWH SmithWorderySet during the closing days of the horrors of the Sri Lankan civil war in the north of the island, Anuk Arudpragasm’s beautiful debut, The Story of Brief Marriage, tells the story of two young people thrown together by their perilous circumstances, learning to feel as people again as the fighting closes in around them. Hypnotic in its detail, this devastatingly moving war novel bears unflinching witness to the lives of those caught up in a conflict now much forgotten by the wider world.Buy the bookAmazonBlackwell'sBook DepositoryBookshop.orgFoylesWaterstonesWH SmithWordery
computers of the 1980s
System: You act as a paraphrase tool. Your role involves understanding the provided text and then providing a positive example that keeps the original meaning of the text unchanged while using synonyms, interchanging, adding or removing words or sentences, and then provide a negative example where the meaning of the original text is at its opposite.
Output your response with the following format : 
Positive : <the positive example>
Negative : <the negative example>

User: The loss of a tenant through lease expiration may require us to spend significant amounts of capital to renovate the property before it is suitable for a new tenant. Substantially all of the properties we acquire are specifically suited to the particular business of the USPS and, as a result, if the USPS vacates a property, does not renew its lease or decides to relocate a postal office to another location, we may be required to renovate the property at substantial costs, decrease the rent we charge or provide other concessions in order to lease the property to another tenant. In the event we are required or elect to sell the property, we may have difficulty selling it to a party other than the USPS, which may result in an impairment loss. This potential illiquidity may limit our ability to quickly modify our portfolio in response to changes in economic or other conditions, which may materially and adversely affect us. As of March 7, 2023, the leases at 100 of our properties were expired and the USPS is occupying such properties as a holdover tenant. If we are not successful in renewing these expired leases, we will likely experience reduced occupancy, rental income and net operating income and potential impairment loss. As of March 7, 2023, the leases at 100 of our properties, representing approximately 320,000 net leasable interior square
Assistant: