Flux Image Generation

Generate stunning AI images inside every customer conversation

When customers need product mockups, social media visuals, or creative assets, your AI agent generates them on the spot using Flux. Describe what you need in plain language, and high-quality images appear in seconds. Creative bottlenecks vanish when image generation lives inside the conversation.

Chosen by 800+ global brands across industries

Text-to-image generation, built into chat

Powered by Black Forest Labs and running on Replicate, your AI agent transforms text descriptions into professional images during live conversations with full control over output settings.

Flux Image Generation

Use Cases

Visual content created on demand

From product mockups to social media graphics, see how AI-powered image generation eliminates the wait for creative assets and keeps conversations productive.

Product Mockups Generated During Sales Calls

A prospect asks what their logo would look like on your product packaging. Your AI Agent takes their description, sends it to Flux as a text prompt, and generates a realistic mockup within the conversation. The prospect sees the visual before the call ends. Your design team never gets pulled away from higher-priority work.

Social Media Graphics Without the Design Queue

Your marketing manager needs a quick visual for a campaign going live today. They describe the concept to the AI Agent, which generates multiple options using Flux with the right aspect ratio for each platform. Instagram square, Twitter landscape, Stories portrait. The team picks their favorite and publishes immediately.

Custom Illustrations for Customer Support Articles

A content manager is writing a help article and needs an illustration showing a specific workflow. They describe it to the AI Agent, which generates a clean visual using Flux in WebP format for fast loading. The article gets published with custom artwork in minutes instead of days waiting for a designer.

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Flux Image Generation

Flux Image Generation

FAQs

Frequently Asked Questions

What AI model powers Flux image generation through this integration?

Flux is built by Black Forest Labs and runs on Replicate's infrastructure. It uses a state-of-the-art text-to-image model that produces high-quality visuals from natural language descriptions. The same team behind Stable Diffusion created Flux, offering superior prompt following and photorealism.

How fast does Flux generate an image during a conversation?

With the default fast mode enabled and 4 inference steps, Flux generates images in approximately 2 to 5 seconds. Higher quality settings with more inference steps take longer but produce sharper details. The agent can adjust speed versus quality based on the use case.

What image formats and resolutions does Flux support?

Flux outputs images in WebP, PNG, and JPG formats. Resolution is controlled via the megapixels setting, and aspect ratio options include 1:1, 16:9, 9:16, 4:3, 3:4, and more. Output quality ranges from 1 to 100, giving fine-grained control over file size and visual fidelity.

Does Tars store the generated images after the conversation ends?

Images are generated on Replicate's infrastructure and delivered as URLs during the conversation. Tars does not permanently store generated images. If you need to keep them, download or save the images during the conversation session. Replicate's retention policies apply to the hosted URLs.

Can the agent generate multiple image variations from a single prompt?

Yes. The num_outputs parameter lets you request up to multiple variations per prompt. The agent sends one request to Flux and returns all generated options, allowing users to pick their preferred version without running separate generations.

How is Flux different from DALL-E or Midjourney for this use case?

Flux is optimized for speed and API-first generation, making it ideal for real-time conversational use. It runs on Replicate with no waitlists or Discord dependencies. The model excels at photorealism and prompt adherence, and you control resolution, format, and quality programmatically.

What kind of prompts work best with Flux image generation?

Detailed, descriptive prompts produce the best results. Include subject, style, lighting, composition, and mood in your description. For example, 'professional product photo of a ceramic mug on a wooden table, soft morning light, minimalist background' yields better results than 'mug photo.'

Are there content restrictions on what Flux can generate?

Flux follows Replicate's acceptable use policies, which restrict generation of harmful, deceptive, or explicit content. The model includes built-in safety filters. Your Tars agent can also be configured with additional content guidelines to ensure generated images align with your brand standards.

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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.

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