Gemini

Supercharge your AI agent with Google Gemini's multimodal intelligence

Your AI agent generates text, creates images, produces videos, and builds semantic search indexes, all powered by Google's Gemini and Veo models. Customers get richer answers with AI-generated visuals. Internal teams produce content from simple prompts. One integration, limitless creative capacity.

Chosen by 800+ global brands across industries

Multimodal AI at your agent's fingertips

From text generation to 4K image creation and Veo 3 video production, your AI agent wields Google Gemini's full model suite to deliver intelligent, media-rich responses.

Gemini

Use Cases

Creative AI in every conversation

See how teams use Gemini through AI agents to generate marketing copy, product images, training videos, and intelligent search capabilities without leaving the chat.

On-Demand Product Visuals for Marketing Teams

A marketing manager messages 'Create a lifestyle image of our wireless headphones on a minimalist desk.' The AI agent sends the prompt to Gemini's image generation model, selects 4K resolution for print quality, and returns a downloadable image within the conversation. The team gets campaign-ready visuals without scheduling a photoshoot or waiting for a design queue.

Short-Form Video Content from a Single Prompt

A social media manager needs a 6-second product teaser video. They describe the scene to the AI agent. The agent generates the video through Veo 3 with portrait aspect ratio, complete with synchronized audio. The manager downloads the clip and posts it to Instagram Reels within minutes. Video production that once took days now takes a single conversation.

Intelligent Knowledge Base Search with Embeddings

A support team wants customers to find answers through semantic search instead of exact keyword matches. The AI agent generates text embeddings for all knowledge base articles using Gemini's embedding model. When a customer asks a question, the agent converts it to an embedding and finds the closest matching article. Relevant answers surface even when the customer uses different words than the documentation.

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Gemini

Gemini

FAQs

Frequently Asked Questions

Which Gemini models can the AI agent access for text generation?

The agent supports the full Gemini model lineup including Gemini 2.5 Flash (fast and efficient, the default), Gemini 2.5 Pro (advanced reasoning), and Gemini 2.5 Flash Lite (cost-optimized). Legacy models like Gemini 1.5 Flash and 1.5 Pro are also available. Use the List Models endpoint to see all currently supported models.

Can the agent generate images at different resolutions?

Yes. The image generation endpoint supports 1K, 2K, and 4K resolutions when using the Gemini 3 Pro Image Preview model. Custom aspect ratios are also supported across most image models. The agent can adjust resolution and aspect ratio based on whether the image is for web, social media, or print use.

How does Veo video generation work through the agent?

The agent sends a text prompt to a Veo model (Veo 2, Veo 3, or Veo 3 Fast) and receives an operation ID. Video generation runs asynchronously with durations of 4, 6, or 8 seconds in landscape or portrait. The agent polls for completion and returns a downloadable video URL with natively generated audio.

What are text embeddings, and when would I use them?

Embeddings convert text into numerical vectors that capture semantic meaning. The agent creates them for tasks like semantic search (finding related content), document classification, clustering, and similarity comparison. Useful when you want customers to find answers even when they phrase questions differently from your documentation.

Does the agent support safety filters for generated content?

Yes. Both text and image generation endpoints accept safety settings for categories including harassment, hate speech, sexually explicit content, and dangerous content. You configure threshold levels from BLOCK_NONE to BLOCK_LOW_AND_ABOVE. The agent applies these filters on every generation request.

How much does Gemini API usage cost through this integration?

Tars does not add charges for the Gemini integration itself. You pay Google directly for API usage based on your Gemini API plan. Costs vary by model: Flash models are cheaper, Pro models cost more. Veo 3 Fast video generation is approximately $0.40 per second. The agent's token counting capability helps estimate costs before generating.

Can I use system instructions to guide how Gemini responds?

Yes. The system_instruction parameter lets you set persistent behavioral guidance for the model. You can instruct it to write in a specific tone, avoid certain topics, follow formatting rules, or adopt a persona. System instructions apply to both text and image generation requests.

What happens if a video generation job fails or times out?

The agent checks the video operation status and reports any failures with error details. You can adjust the timeout parameter (default 300 seconds, maximum 600) for complex prompts. If a job fails, the agent provides the error reason and you can retry with a modified prompt or different Veo model.

How to add Tools to your AI Agent

Supercharge your AI Agent with Tool Integrations

Don't limit your AI Agent to basic conversations. Watch how to configure and add powerful tools making your agent smarter and more functional.

Real results, real customers, real stories

“We're saving an average of 4,000+ calls a month.”
Implementing an Agent revolutionized our customer service channels and our service to Indiana business owners. We're saving an average of 4,000+ calls a month and can now provide 24x7x365 customer service️ along with our business services.
Lindsey Roark Mayes
Ex-Director of SOS IT (State of Indiana)
“Cutting down on staff needing to email back.”
Since our launch of Tars Agents, we've had more than 5k interactions with them from individuals on the website. We saw prospects interacting with the Agent regarding application timelines, tuition, curriculum, and other items that may come through an email. This provides another avenue of access to our team while cutting down on staff needing to email back.
Levi Eastwood
Marketing Director of UCI Merage School
“Powerful tool - and there's so much more still to explore!”
I love the flexibility of the TARS chatbot design tool. The ability to drop in a new gambit and easily de-link and re-link gambits before and after it saves HOURS of time lost if I had to regenerate from scratch. TARS stands out for its flexibility, consistent performance, and outstanding support.
Aaron Rittmaster
Founder
“I like the product.”
Takes those boring forms and allows you to make the collecting of customer information enjoyable for the user. It has a lot of value and I see the company constantly working on improving it.
Pierre Rattini
Director of Marketing
“Very responsive and supportive Team”
I love how supportive and responsive the team members are. The chatbots are not difficult to build once you have an idea of what you are doing, and this is so based on the backend work Tars has completed. Also, they are flexible to the clients' requests.
Keisha Cameron
Product Manager
“Easy for cooperation and open to agreement.”
One of the biggest qualities of TARS is their ability to truly understand their clients' needs. They took the time to thoroughly assess our requirements, offering valuable insights and recommendations that we hadn't even considered. This level of personalized attention made a significant difference in the success of our project.
Milica Petrovic
Customer Care Project Associate
“Great service”
The guys at Tars are so passionate about bots and maximum engagement. Tars is overall a great product with really nice people there to help me engage and automate conversations I would have otherwise missed.
Nigel Gosling
Health Coach
“Best in class for lead generation”
TARS is an essential tool within our lead gen strategy. I started to use it a couple years ago, and the platform evolved to focus on results. You can integrate your Google Analytics, Facebook Pixel, and AdWords conversion tag to track results and measure your campaign. You can also integrate with Zapier, which opens a lot of possibilities. Compared with static landing pages, we have seen an increase in conversions and more engagement.
Leonardo Wolff
Founder
“Very professional and cooperative”
Building an automated chat that our customers actually used and reduced calls amount.
Maryam Alhaddad
Customer Journey Designer
“Flexibility and good service”
Tars platform is very flexible, so you can do pretty much any flux you desire. Also integrates with any third party through APIs with a very simple and easy-to-use interface. Also tars team is great! Always at disposal and brings suggestions and solutions for any issue encountered during the process of building the chatbot.
Lucas Von Lachmann
Process Manager
“Deserved The title of the Best Chatbot of the Year”
If you are building chatbots, you cannot go wrong with TARS. I have been with this company since their beginning. Seen how they have grown. I have tested a lot of bots, but this one is still the best out there. We use WhatsApp a lot for our business. And what I like best is that I can have 1 chatbot for website and for my WhatsApp. I especially appreciate their support team as well. Whenever I am stuck, they quickly reply to my questions.
MJ Felix
Chairman
“Advanced integration, easy to use, and very customizable.”
This chatbot does everything from AI integration to complete customization and is excellent for lead conversion in most industries. I think the pre-formatted templates are an excellent boost to get started quickly. The team is also excellent.
Rachel Rowling
Chief Operating Officer
“The chatbot implementation has exceeded expectations!”
The implementation has delivered 24/7 customer support and is proving its value by reducing Contact center calls by around 5% in just four months of operation. Beyond enhancing the e-care experience, the chatbot is driving impressive business results, achieving a remarkable 20% month-on-month growth.
Victor Pereira
Customer Care and CX Manager
“We're saving an average of 4,000+ calls a month.”
Implementing an Agent revolutionized our customer service channels and our service to Indiana business owners. We're saving an average of 4,000+ calls a month and can now provide 24x7x365 customer service️ along with our business services.
Lindsey Roark Mayes
Ex-Director of SOS IT (State of Indiana)
“Cutting down on staff needing to email back.”
Since our launch of Tars Agents, we've had more than 5k interactions with them from individuals on the website. We saw prospects interacting with the Agent regarding application timelines, tuition, curriculum, and other items that may come through an email. This provides another avenue of access to our team while cutting down on staff needing to email back.
Levi Eastwood
Marketing Director of UCI Merage School
“Powerful tool - and there's so much more still to explore!”
I love the flexibility of the TARS chatbot design tool. The ability to drop in a new gambit and easily de-link and re-link gambits before and after it saves HOURS of time lost if I had to regenerate from scratch. TARS stands out for its flexibility, consistent performance, and outstanding support.
Aaron Rittmaster
Founder
“I like the product.”
Takes those boring forms and allows you to make the collecting of customer information enjoyable for the user. It has a lot of value and I see the company constantly working on improving it.
Pierre Rattini
Director of Marketing
“Very responsive and supportive Team”
I love how supportive and responsive the team members are. The chatbots are not difficult to build once you have an idea of what you are doing, and this is so based on the backend work Tars has completed. Also, they are flexible to the clients' requests.
Keisha Cameron
Product Manager
“Easy for cooperation and open to agreement.”
One of the biggest qualities of TARS is their ability to truly understand their clients' needs. They took the time to thoroughly assess our requirements, offering valuable insights and recommendations that we hadn't even considered. This level of personalized attention made a significant difference in the success of our project.
Milica Petrovic
Customer Care Project Associate
“Great service”
The guys at Tars are so passionate about bots and maximum engagement. Tars is overall a great product with really nice people there to help me engage and automate conversations I would have otherwise missed.
Nigel Gosling
Health Coach
“Best in class for lead generation”
TARS is an essential tool within our lead gen strategy. I started to use it a couple years ago, and the platform evolved to focus on results. You can integrate your Google Analytics, Facebook Pixel, and AdWords conversion tag to track results and measure your campaign. You can also integrate with Zapier, which opens a lot of possibilities. Compared with static landing pages, we have seen an increase in conversions and more engagement.
Leonardo Wolff
Founder
“Very professional and cooperative”
Building an automated chat that our customers actually used and reduced calls amount.
Maryam Alhaddad
Customer Journey Designer
“Flexibility and good service”
Tars platform is very flexible, so you can do pretty much any flux you desire. Also integrates with any third party through APIs with a very simple and easy-to-use interface. Also tars team is great! Always at disposal and brings suggestions and solutions for any issue encountered during the process of building the chatbot.
Lucas Von Lachmann
Process Manager
“Deserved The title of the Best Chatbot of the Year”
If you are building chatbots, you cannot go wrong with TARS. I have been with this company since their beginning. Seen how they have grown. I have tested a lot of bots, but this one is still the best out there. We use WhatsApp a lot for our business. And what I like best is that I can have 1 chatbot for website and for my WhatsApp. I especially appreciate their support team as well. Whenever I am stuck, they quickly reply to my questions.
MJ Felix
Chairman
“Advanced integration, easy to use, and very customizable.”
This chatbot does everything from AI integration to complete customization and is excellent for lead conversion in most industries. I think the pre-formatted templates are an excellent boost to get started quickly. The team is also excellent.
Rachel Rowling
Chief Operating Officer
“The chatbot implementation has exceeded expectations!”
The implementation has delivered 24/7 customer support and is proving its value by reducing Contact center calls by around 5% in just four months of operation. Beyond enhancing the e-care experience, the chatbot is driving impressive business results, achieving a remarkable 20% month-on-month growth.
Victor Pereira
Customer Care and CX Manager

Privacy & Security

We’ll never let you lose sleep over privacy and security concerns

At Tars, we take privacy and security very seriously. We are compliant with GDPR, ISO, SOC 2, and HIPAA.

GDPR
ISO
SOC 2
HIPAA

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