Gemini AI photo editor Archives - Tax Heal

How to Use Google Flow Music (Free AI Music Tool)

CA Satbir Singh — Thu, 07 May 2026 10:25:31 +0000

How to Use Google Flow Music (Free AI Music Tool)

Is generative AI leading to a “sea of sameness” in advertising? This week, we’re tackling the creative burden – from the pressure to produce endless aspect ratios for YouTube to the fear of losing brand control in an automated world.

In this episode of Ads Decoded, host Ginny Marvin sits down with Charles Boyd (Group Product Manager – Creative, Google Ads) and Sarah Hathiramani (Director of Product Management, YouTube Ads) to bridge the gap between brand fidelity and AI-powered scale.

In this deep dive:

Avoiding the sea of sameness: How to use generative AI to stand out rather than blend in.
Understanding Ad Strength: Why it’s a diagnostic metric for discovery, not a pass/fail performance report.
Advertiser-in-the-Loop controls: Using text guidelines to steer AI while maintaining brand control.
PMax Asset Experiments: How to use the new guided A/B testing to isolate creative impact.

In the context of Google Ads, cosine similarity is a mathematical algorithm used under the hood to calculate ad strength (6:38–7:30).

Specifically, it measures:

Asset Uniqueness: It determines how distinct your headlines and descriptions are from one another.
Diversity of Combinations: By assessing how unique these individual text elements are, the algorithm provides a real-time indication of how many unique combinations can be generated for your ads.

As noted in the video, this serves as a diagnostic metric—it helps you understand if you have provided enough varied assets to reach different types of searches, rather than acting as a direct performance or ‘pass/fail’ report (7:33–8:50).

Lyria 3 | Music Generation comes to Gemini

Google Vids: Generate custom music with Lyria 3

Flow Music and Believe bring next-gen tools to artists

for more refer Artificial Intelligence website click here

5 gardening tips you can try right in Search

CA Satbir Singh — Thu, 07 May 2026 10:03:30 +0000

5 gardening tips you can try right in Search

Whether you’re a pro gardener or just getting started, Google’s tools can help your plants thrive.

This year, gardening is taking on new life. Google Trends shows that people in the U.S. are ditching perfectly manicured plots for something with a little more whimsy. Searches for “chaos flower garden” — that is, a garden with a random scattering of flowers, herbs and vegetables — first broke out in 2025 and have peaked again this year. Search interest for “how to start a chaos garden” rose 140% this spring and interest in “chaos garden seeds” doubled.

People are also looking to maximize small spaces. Searches for “mini garden” hit an all-time high in 2026 and “tabletop garden” just hit a 15-year high.

No matter what kind of green space you’re growing, think of Google as your digital tool shed. Here are five ways Search can help you plant, plan and problem-solve.

1. Visualize a garden in your space with AI Mode in Search

Sometimes it can be tough to see the potential in a patch of dirt or empty corner. That’s where your camera can be your best planning tool. Simply take a picture of your space, upload it to AI Mode in Search and prompt it with something like, “This is my apartment patio. Help me find the best spot to put a mini greenhouse for herbs and show me what that looks like. Note: my patio is south-facing and gets a lot of afternoon sun.”

2. Develop a planting plan with Canvas in AI Mode

If you’re newer to gardening and don’t want to leave your garden’s success up to chance, you can use the Canvas tool in AI Mode to develop a full year’s plan to help your flowers stay beautiful all year long. Head to AI Mode, tap the plus menu and select Canvas. Then, ask it to help you out with something like, “Create a comprehensive Annual Garden Management Plan for a 20×20 foot rose garden. Include a month-by-month task list, a companion planting chart, and a crop rotation strategy for the next three seasons. Format this as a professional guide.” AI Mode will build your schedule in the Canvas side panel, then can customize it however you like.

3. Design a chaos garden with AI Mode

Use AI Mode to get the perfect recipe for a lush, wildflower look without the rigid rows. Try asking for help with a prompt like, “I want to start a chaos garden. I have partial shade and limited space. What seed mix should I use and what’s the best strategy for success?”

4. Source supplies locally with Shopping

It can be easy to start your planting, only to realize you’re missing a necessary tool or item. Google can help you quickly find supplies nearby and shop from local nurseries. Type the item you’re looking to buy and use the “nearby” filter to see to see which shops have what you need on their shelves. You can also include “near me” in your search and let Google use AI to call around to ask about inventory for you.

5. Get real-time help with Search Live

Imagine sitting back to admire your hard work, only to notice a dull yellow spreading across the leaves of your otherwise healthy-looking tomato plants. Eliminate any guesswork by opening Lens in your Google app, snapping a photo of your tomatoes and asking “What’s going on with these leaves?” If you want to have a back-and-forth conversation and show Search what’s in front of you, just open Lens, then tap “Live” at the bottom of the screen to start using Search Live. From there, you can ask more questions like, “Should I try adjusting my watering schedule?” or ”Should I prune the infected leaves now or wait?”

5 gardening tips

105. 7 Prompts 4 all of YOU

106. 7 Powerful Things Google Gemini Can Do

107. Artificial Intelligence Free Courses

108. Google Wallet is now rolling out support for Aadhaar

109. Feeling stuck? Just Ask Google

110. Home Court Advantages | Google + NBA

111. Best Phones Forever: For Good

112. Google Vids: Generate custom music with Lyria 3

113. Making of the Nation – America at 250

114. 7 highlights from Google Cloud Next ‘26

115. Gemini: Your always-on AI assistant in Docs

116. Gemini API File Search is now multimodal

117. 5 new ways to explore the web with generative AI in Search

for more refer Artificial Intelligence website click here

5 new ways to explore the web with generative AI in Search

CA Satbir Singh — Thu, 07 May 2026 09:56:41 +0000

5 new ways to explore the web with generative AI in Search

We’re rolling out new updates to AI Mode and AI Overviews to help you easily find relevant websites, deep insights and original content from across the web.

With the rapid advances in AI, we’re constantly upgrading our generative AI experiences in Search, like AI Mode and AI Overviews. These experiences are most helpful when they make it easy for you to connect with authentic voices and explore useful information across the web. That’s why we’re continuing to improve how we show links in our AI Search features, and developing new ways to help you find the sources, brands and websites you value.

Here are five new updates to help you explore relevant websites, deep insights and original content:

1. Explore new angles.

An AI response is often just the beginning of exploring a topic you’re interested in. To make it easier to dive deeper into the web after your initial query, you’ll start to see suggestions for where to go next at the end of many AI responses. This section links to unique articles or in-depth analyses on different facets of your topic, making it easy to satisfy your curiosity. For example, if you’re looking into how cities have added more green space, you might see a case study on a successful stream restoration in Seoul, or a report on how architects designed New York’s High Line park.

Links to in-depth articles in response to a search for information about municipal green spaces

2. Easily access your news subscriptions.

Your favorite sources should be easy to find. We’re now rolling out a new feature that highlights links from your news subscriptions in AI Mode and AI Overviews, so you can quickly access the content you trust and get more value from your subscriptions.

For publishers who want to learn more about helping their subscribers link subscriptions with Google, fill out this form. In early testing, we saw that people were significantly more likely to click links that were labeled as their subscriptions.

Article links in an AI response about kid-friendly Nashville events have “Subscribed” labels so you can easily spot content from your subscriptions

3. Get advice from people who have been there.

For many searches, people are increasingly seeking out advice from others. To help you find the most helpful insights to explore further, AI responses will now include a preview of perspectives from public online discussions, social media, and other firsthand sources. We’re also adding more context to these links, like a creator’s name, handle, or community name, to help you decide which discussions you might want to read or participate in. For example, if you’re researching how to take great pictures of the northern lights, you might see quotes from a photography forum advising on exposure time, along with clickable links – featuring the specific community name – so you can jump to the full conversation.

4. See links right where you need them.

To help you dig deeper into useful websites as you’re reading, you’ll now also see more links directly within AI responses — right next to the relevant text. For example, if you search for information about a California bike trip, you might see a series of bullet points about the route. With this update, you may now see a link to a Pacific coast bike touring guide right next to the bullet point about terrain, or a link to a blog post with training suggestions next to the bullet point about daily mileage.

An AI response for a search about biking the California coast, with links next to relevant bullet points

5. Get more context on linked websites.

To give you the context you need to explore the web, we’re now giving you a quick preview of a website when you hover over an inline link in our AI experiences on desktop. You’ll see helpful information, like the name of the website or title of the web page, so you have a better idea of the site to help you click through. We’ve seen that people might hesitate to click a link if they’re not sure exactly where it leads — so this update will help people feel more confident about visiting helpful websites.

A preview of a website in an AI response about passport renewal from 5 new ways

We’re continuing to enhance how we show and rank links in our generative AI Search experiences and using techniques like query fan-out, which helps us dive deeper into the web to find the most relevant sites for your search.

By improving the visibility and helpfulness of links and showcasing original voices, we’re building AI in Search to help you discover the richness of the web, connecting you directly with the sources and creators you’re looking for. We’ll keep testing, learning and improving these features based on what works best for you.

5 new ways to explore the web with generative AI in Search

105. 7 Prompts 4 all of YOU

106. 7 Powerful Things Google Gemini Can Do

107. Artificial Intelligence Free Courses

108. Google Wallet is now rolling out support for Aadhaar

109. Feeling stuck? Just Ask Google

110. Home Court Advantages | Google + NBA

111. Best Phones Forever: For Good

112. Google Vids: Generate custom music with Lyria 3

113. Making of the Nation – America at 250

114. 7 highlights from Google Cloud Next ‘26

115. Gemini: Your always-on AI assistant in Docs

116. Gemini API File Search is now multimodal

for more refer Artificial Intelligence website click here

Gemini API File Search is now multimodal

CA Satbir Singh — Wed, 06 May 2026 11:13:06 +0000

Gemini API File Search is now multimodal

Today, we are expanding the Gemini API’s File Search tool. You can now build retrieval-augmented generation (RAG) systems with multimodal data and custom metadata. We’re also introducing page citations to improve grounding and transparency.

Whether you are prototyping a weekend project or scaling a production application for thousands of users, your RAG systems can now natively process and better organize your text and visual data.

Give your apps a photographic memory

File Search now processes images and text together. Powered by the Gemini Embedding 2 model, the tool understands native image data, providing your agents contextual awareness.

Think of a creative agency trying to dig up a specific visual asset. Instead of relying on keywords or filenames, your app can search an entire archive for an image matching a specific emotional tone or visual style described in a natural language brief.

Filter the noise with custom metadata

Dumping files into a database is easy. Finding the right one at scale is the real challenge. Custom metadata allows you to attach key-value labels to your unstructured data — things like department: Legal or status: Final.

By applying metadata filters at query time, your application can scope requests to the data slice required. This significantly reduces noise from irrelevant documents, increasing both the speed and accuracy of your RAG workflows.

Show your work with page citations

When your application pulls an answer from a massive PDF, users need to verify exactly where that answer came from.

File Search now ties the model’s response directly to the original source. It captures the page number for every piece of indexed information. This level of granularity allows you to point users directly to the right spot, which helps build trust and makes your tool immediately useful for rigorous fact-checking.

Get started with File Search

We want to make it as easy as possible to store and retrieve the data that makes your ideas work. The File Search tool handles the heavy infrastructure so you can focus on building the product.

As of early May 2026, the Gemini API File Search has received a major update, transforming it from a text-only retrieval tool into a native multimodal RAG (Retrieval-Augmented Generation) engine.

This update is designed to handle the “messy” reality of enterprise data—where critical information is often trapped in charts, diagrams, and photos—without the need for complex OCR (Optical Character Recognition) pipelines.

1. The Core Update: Native Multimodal Support

Powered by the newly released Gemini Embedding 2 model, File Search now maps text, images, and documents into a single, shared vector space.

No More OCR Workarounds: You no longer need to convert images to text before indexing. The model understands the “visual” meaning of a diagram or a screenshot directly.
Interleaved Data: If you upload a PDF containing both complex text and financial charts, Gemini indexes both natively. A query about “year-over-year growth” can now “see” the data in the chart just as easily as the text in the caption.

2. Building “Verifiable” RAG

One of the biggest hurdles in AI adoption is trust. This update introduces features to make AI answers auditable:

Page-Level Citations: Every response generated via File Search now includes grounding metadata. It links the answer to specific documents and, crucially, exact page numbers.
Provenance Auditing: In fields like legal, healthcare, or tax (areas you’ve previously monitored), this allows users to fact-check the AI by clicking directly into the source material.

3. Efficiency via Custom Metadata Filtering

To prevent “hallucination by noise,” you can now apply Custom Metadata Filters at query time.

Scoped Retrieval: You can tag documents with labels like department: "finance", status: "confidential", or year: "2026".
Faster, Cheaper Performance: By narrowing the search scope before the model even starts looking, you reduce latency and token waste, making the system significantly more cost-effective.

Implementation Snapshot (Python SDK)

To use these features, ensure you have the latest google-genai package and specify the correct embedding model:

Python

# Create a multimodal store
file_search_store = client.file_search_stores.create(
    config={
        'display_name': 'Strategy_Archives_2026',
        'embedding_model': 'models/gemini-embedding-2' # Required for multimodal
    }
)

# Search with metadata filtering
response = client.models.generate_content(
    model='gemini-2.5-flash', # Or your preferred model
    contents='Summarize the Q1 revenue charts.',
    config={
        'tools': [{
            'file_search': {
                'queries': ['Q1 revenue charts'],
                'metadata_filters': {'department': 'finance'}
            }
        }]
    }
)

Why This Matters for You

Given your interest in Indian administrative frameworks and tax compliance, this update is particularly potent. For example, if you were managing a library of complex Income Tax Act amendments alongside scanned handwritten notices or circulars with tables, this system could retrieve the specific clause and the visual table in one step, citing the exact page of the official gazette for verification.

105. 7 Prompts 4 all of YOU

106. 7 Powerful Things Google Gemini Can Do

107. Artificial Intelligence Free Courses

108. Google Wallet is now rolling out support for Aadhaar

109. Feeling stuck? Just Ask Google

110. Home Court Advantages | Google + NBA

111. Best Phones Forever: For Good

112. Google Vids: Generate custom music with Lyria 3

113. Making of the Nation – America at 250

114. 7 highlights from Google Cloud Next ‘26

115. Gemini: Your always-on AI assistant in Docs

for more refer Artificial Intelligence website click here

Gemini: Your always-on AI assistant in Docs

CA Satbir Singh — Wed, 06 May 2026 10:54:22 +0000

Gemini: Your always-on AI assistant in Docs

We are introducing the ability to set custom, persistent instructions for Gemini in Google Docs. These instructions ensure that Gemini adapts to your style, tone, and formatting preferences without needing to repeat them in every conversation, ultimately saving you time and ensuring consistency.

Users can add instructions and rules using Gemini in the side panel of Docs such as “Always respond in bullet points,” “When summarizing Docs, always include a 3 bullet points at the top.”” or “Use a concise and professional tone for all my documents.”

Note that users are currently limited to 1000 active instructions.

Getting started

Admins: There is no admin control for this feature.
End users: Get started by opening the side panel in Gemini in Docs and requesting Gemini to store a specific instruction. Visit the Help Center to learn more about customizing Gemini in Workspace’s responses with your instructions.

Rollout pace

Rapid Release and Scheduled Release domains: Gradual rollout (up to 15 days for feature visibility) starting on May 4, 2026

Availability

Business: Business Starter, Standard, and Plus
Enterprise: Enterprise Starter, Standard, and Plus
Education: Education Plus
Consumer: Google AI Plus, Pro, and Ultra
Other Editions: Frontline Plus
Education Add-Ons: Google AI Pro for Education, Teaching and Learning
Other Add-Ons: AI Expanded Access; AI Ultra Access

Resources

Google Help: Customize Gemini in Workspace’s responses with your instructions

As of May 2026, Gemini in Google Docs has evolved from a simple drafting tool into a comprehensive, “always-on” collaborator. Following the Google Cloud Next ’26 updates, its role focuses heavily on agentic automation—meaning it doesn’t just write text, but manages entire document workflows and file generation.

Here’s a breakdown of its current capabilities:

1. Direct File Generation & Transformation

The most significant shift in 2026 is that Gemini is now a file generator, not just a text generator.

Instant Export: You can prompt Gemini to “Turn these notes into a structured PDF” or “Convert this brainstorm into a Google Slide deck.” It creates the file directly without requiring you to copy-paste.
Format Conversion: It can transform mixed inputs—like a photo of a whiteboard, a CSV of raw data, and a few handwritten notes—into a polished, shareable business report or a LaTeX document.

2. Contextual “Sources” & Smart Canvas

Gemini now acts as a bridge between all your Workspace data.

The @ Menu for Context: You can type @ to tag specific files in your Drive or emails in your Gmail as sources. For example: “Update the project timeline in this doc based on @LatestMeetingNotes and @StatusUpdateEmail.”
Research & Synthesis: Within the side panel, Gemini can scan your entire Drive to answer questions like, “What are the recurring themes across our last five Q3 strategy docs?” and then draft a summary directly into your current page.

3. Personal & Professional Intelligence

Match Writing Style: Using a feature called “Personal Intelligence,” you can ask Gemini to analyze a previous document you wrote and then apply that specific voice, tone, and formatting to a new draft.
Fill with Gemini: Inside tables, Gemini can now auto-populate data. If you have a column for “Company Name” and another for “Latest News,” Gemini can crawl the web and fill the entire table for you.

4. Enterprise Agentic Features

For those using the Gemini Enterprise Agent Platform (the successor to Vertex AI), Docs integration has become even more advanced:

Multi-Step Agents: You can set up agents that “watch” a document. When you add a new client name to a list, the agent can automatically generate a customized welcome letter and save it to a specific folder.
Model Switching: Enterprise users can toggle between different models (like Gemini 3 Flash for speed or Pro for deep reasoning) directly from the Docs sidebar.

Quick Reference: Common Commands in 2026

Task	What to say to Gemini in Docs
Drafting	“Draft a project proposal using the style of @PreviousSuccessDoc.”
Refining	“Shorten this section and make it sound more executive-ready.”
Data Entry	“Fill this table with the 2026 tax deadlines for NRIs from the web.”
Automation	“Generate a PDF of this doc and email it to the team leads.”