Tips and know-how

What would you like to do with AI?

Describe the result you want in your own words. We will find practical tips, simple steps, and the real sources behind them.

Tips and practical know-how

Explore useful ways to use AI

52 useful results

Audio & videoFrom a real use

Turn a recording into text you can search, edit, or summarize.

Record in the browser or upload an audio file, then export the transcript.

Keep in mind Do not upload sensitive audio without checking the service and consent rules.

Whisper Web · Hugging Face
Audio & videoFrom a real use

Run speech-to-text locally for captions, interviews, or meeting notes.

Install the project and run it on an audio file; use the text as a first draft.

Keep in mind Names, numbers, and noisy multi-speaker audio still need a human check.

OpenAI Whisper · GitHub
Documents & workFrom a real use

Pull copyable text out of scanned documents and images.

Upload an image or document, select a mode, and compare the extracted text with the original.

Keep in mind Handwriting, tables, and weak scans can be misread.

Unlimited OCR · Hugging Face
Documents & workFrom a real use

Convert PDFs, slides, and office documents into structured Markdown or data for AI work.

Run it on a sample document first, inspect headings and tables, then feed the clean output into search or AI.

Keep in mind Complex layouts and scans need sample-by-sample QA.

Docling · GitHub
Documents & workFrom a real use

Make Office files easier for an LLM to read by converting them to Markdown.

Convert one file, inspect the output, then use it as source material for a summary or Q&A.

Keep in mind It converts formats; it does not verify meaning or facts.

MarkItDown · GitHub
Research & learningFrom a real use

Translate a paper while keeping equations and layout close to the original.

Use the GUI, CLI, or Docker route in the project, then compare key claims with the original PDF.

Keep in mind Technical terms, tables, and conclusions require source-text review.

PDFMathTranslate · GitHub
Research & learningFrom a real use

Ask questions across a collection of scientific papers with citations.

Add the papers, ask a focused research question, and open the cited passages before using the answer.

Keep in mind This is a technical project and cited answers still need source reading.

PaperQA · GitHub
Research & learningFrom a real use

Build a source-based notebook from documents, web pages, and videos.

Run the project, create a notebook, add your materials, then ask questions tied to those sources.

Keep in mind Self-hosting and model/provider setup are required.

Open Notebook · GitHub
Research & learningFrom a real use

Find related notes in an Obsidian vault by meaning rather than only keywords.

Install the community plugin, let it index a non-sensitive test vault, and open related-note suggestions.

Keep in mind Initial indexing takes time and private-note handling should be checked.

Smart Connections for Obsidian · GitHub
Documents & workFrom a real use

Turn a research question into a structured web-research draft with sources.

State the question, scope, and time range; run the research; then open the source links behind important claims.

Keep in mind A cited AI report is still a draft, not a decision-ready fact sheet.

GPT Researcher · GitHub
Research & learningFrom a real use

Create an outline and cited long-form research draft from a topic.

Follow the project example, choose a topic, then edit the outline and inspect every citation you keep.

Keep in mind Treat its writing as a starting point; the project may need environment updates.

STORM · GitHub
Documents & workFrom a real use

Start exploring a CSV or database with questions in ordinary language.

Connect a copy of your data, ask a narrow question such as missing values or duplicates, then verify the generated analysis.

Keep in mind Never apply generated transformations to production data without review.

Documents & workFrom a real use

Build a support or internal assistant grounded in approved documents.

Add a small approved knowledge set, define forbidden answers and handoff rules, then test real questions before connecting a channel.

Keep in mind High-risk questions need human handoff and source maintenance.

Dify · GitHub
Documents & workFrom a real use

Connect forms, email, spreadsheets, and AI steps into a repeatable workflow.

Start with one trigger, one AI classification step, and an internal notification; add external actions only after testing.

Keep in mind Keep credentials and write/send permissions minimal; use approvals for consequential actions.

Documents & workFrom a real use

Build visual automations that combine app triggers, AI, and follow-up actions.

Choose one event such as a form submission, add a summarization step, then send the result to an internal review channel.

Keep in mind Long automations need error paths, cost monitoring, and test data.

Activepieces · GitHub
Documents & workFrom a real use

Let an AI agent gather information through a browser for repeatable web checks.

Define the question and allowed sites, run it in a safe read-only task, and inspect source links in the result.

Keep in mind Web changes, logins, CAPTCHAs, and terms of service can break a flow.

browser-use · GitHub
Images & makingFrom a real use

Build repeatable image and video generation recipes by connecting visual nodes.

Install it, start from an example workflow, replace only the prompt or image, and save the workflow that works.

Keep in mind Models are separate downloads with their own licenses and hardware needs.

ComfyUI · GitHub
Images & makingFrom a real use

Remove a photo background for product shots, profiles, or design comps.

Upload an image, save the cutout, and inspect hair, glass, and edge details before using it.

Keep in mind Fine edges and similar foreground/background colors can fail.

BRIA RMBG 2.0 · Hugging Face
Images & makingFrom a real use

Turn a photo into an animation-style illustration draft.

Upload a photo, generate a version, and use it as a visual starting point rather than a faithful copy.

Keep in mind Details, people, and backgrounds can change noticeably.

AnimeGANv2 · Hugging Face
Images & makingFrom a real use

Make a rough visual mockup of a person wearing a clothing image.

Add a clear full-body image and a clothing image, then compare variations as a styling reference.

Keep in mind It does not predict actual fit, size, or real product appearance.

Kolors Virtual Try-On · Hugging Face
Images & makingFrom a real use

Make a small image larger for a layout or social draft.

Upload an image, generate an enlarged version, and zoom in on text and faces before publishing.

Keep in mind Upscaling can invent details and will not recover missing original information.

PiD Image Upscaler · Hugging Face
Audio & videoFrom a real use

Animate a still portrait using motion from a driving video.

Prepare a clear portrait and a driving clip, run the provided demo, and review the output frame by frame.

Keep in mind Use only images and voices you have permission to use.

LivePortrait · GitHub
Audio & videoFrom a real use

Translate, align subtitles, and optionally dub a video for localization.

Input a video, choose a target language, then review names, terminology, timing, and rights before export.

Keep in mind Translation and voice reuse can require copyright and performer permissions.

VideoLingo · GitHub
Audio & videoFrom a real use

Turn a short script into an audio read-through.

Paste a short text, choose a voice, generate, and listen for pronunciation before sharing.

Keep in mind The demo is English-focused and availability or quality can vary.

Kokoro TTS · Hugging Face
Images & makingFrom a real use

Turn a product photo into a rough 3D object draft.

Use a clean object photo in the project demo and treat the output as a concept model for iteration.

Keep in mind A single photo cannot reveal the unseen back or internal structure.

TripoSR · GitHub
Audio & videoFrom a real use

Generate a short music or sound draft from a description.

Describe mood, instruments, and pace in the demo or project, then check the model license before using a result.

Keep in mind Commercial-use terms and output quality vary by model and setup.

AudioCraft / MusicGen · GitHub
Personal workspaceFrom a real use

Run a personal AI chat workspace connected to local or API-based models.

Follow the install guide, connect one model provider, and test with non-sensitive files before adding real work.

Keep in mind Self-hosting requires setup; API providers can add cost and data-handling considerations.

Open WebUI · GitHub
Personal workspaceFrom a real use

Search and ask questions across your own documents and connected information.

Choose the hosted or self-hosted route, connect only a small document set, and test the answers against originals.

Keep in mind Check connector permissions and where your documents are processed.

Khoj · GitHub
Personal workspaceFrom a real use

Write, organize, and transform Markdown notes with an AI-assisted desktop app.

Install the desktop app, create a non-sensitive test note, configure a model provider, and apply one transformation.

Keep in mind AI features can require a separately configured provider and may incur cost.

NoteGen · GitHub
Personal workspaceFrom a real use

Explore a self-hosted workspace for multiple AI agents and model connections.

Start from the official setup, connect a single low-risk task, and keep scheduling or external actions disabled at first.

Keep in mind Agent setups add operational complexity and need careful permission boundaries.

LobeHub · GitHub
Make contentPractical guide

Tell AI your situation before asking for important work

AI cannot see your situation unless you tell it. A few useful details—what you need, who it is for, and what to avoid—usually make the first answer much more useful.

Step-by-step playbook
Work fasterPractical guide

Tell AI what shape of answer you need

A good answer can still be hard to use if it comes in the wrong shape. Asking for a short list, a table, or a message you can send saves cleanup time.

Step-by-step playbook
Make contentPractical guide

Ask AI to check its first draft once before you use it

Treat the first answer as a draft. Ask AI to look for a few specific problems, then fix only those problems. This is a simple “draft → check → improve” loop.

Step-by-step playbook
Research and organizePractical guide

Ask AI to keep every important claim next to its source

AI can make a confident sentence sound true even when the evidence is weak. Ask it to separate what a source says from its own explanation.

Step-by-step playbook
Make contentPractical guide

Check whether a source is trustworthy before asking AI to summarize it

A neat summary can still come from an old, biased, or weak source. First ask what kind of source it is, when it was written, and what evidence it actually shows.

Step-by-step playbook
Work fasterPractical guide

Check whether AI is good enough before you rely on it

AI evals are repeatable checks with real examples and clear rules. They help you see whether a change really improved the work, not just one impressive example.

Step-by-step playbook
Work fasterPractical guide

Set up a safe workbench for AI to help with repeated work

“Harness engineering” is a technical community phrase. The useful everyday idea is simpler: for one repeated task, prepare the goal, the allowed materials, a simple check, and a person who approves the final result.

Step-by-step playbook
Work fasterPractical guide

Know the difference between an AI workflow and an AI agent

A workflow follows steps people chose. An agent can choose its next step or tool. Start with the simpler workflow when the job is small and predictable.

Step-by-step playbook
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Understand when AI can search, calculate, or take an action

Tool use means AI can request help from a connected app. It may search, calculate, look up information, or prepare an action—but the app decides what is actually allowed.

Step-by-step playbook
Work fasterPractical guide

Turn meeting material into a decisions, owners, and dates table

Turn one meeting record into a reviewable action table without guessing missing details.

Step-by-step playbook
Work fasterPractical guide

Draft an email with a clear purpose, tone, and final check

Create a short email draft whose facts and promises are easy to check before sending.

Step-by-step playbook
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Make a short quiz from your own study materials and review missed answers

Use your own sources to make a small quiz that points missed answers back to the material.

Step-by-step playbook
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See the big picture of a reading set and choose what to read first

Map a small source set, then choose three original passages to read first.

Step-by-step playbook
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Compare two document versions and build a source-linked change table

Find scoped changes between two versions and attach evidence from both originals.

Step-by-step playbook
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Extract copyable text from a scan and check it against the original

Extract text from one non-sensitive scan and correct it against the image before reuse.

Step-by-step playbook
Work fasterPractical guide

Translate a paper while keeping equations, then verify key claims in the original

Make a reading translation of a paper while keeping a clear path back to equations and key claims in the original.

Step-by-step playbook
Work fasterPractical guide

Turn a CSV into one chart and a decision-check note

Answer one narrow data question with one chart, explicit assumptions, and rows to verify.

Step-by-step playbook
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Make a five-minute current briefing with dates and source links

Prepare a short current brief that separates sourced facts, interpretation, and open questions.

Step-by-step playbook
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Build a first market brief using only sources you allow

Create a scoped first market brief whose evidence stays inside an approved source list.

Step-by-step playbook
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Monitor one public change and alert only when it matters

Check one public page on a modest schedule and produce a reviewable alert only for a defined change.

Step-by-step playbook
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Build a first slide deck from your sources and verify every key claim

Create a first deck from approved sources, then tie every important fact back to an original.

Step-by-step playbook
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Remove a product-photo background and inspect the edges before publishing

Make a transparent-background copy and inspect difficult edges before publishing.

Step-by-step playbook