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description: Specialized models, image and voice tools, real-time agents, and agents that use a browser. A tour of what ships beyond chat.
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[Skip to main content ](#main-content) 

#  What's out there beyond text? 

Specialized models, image and voice tools, real-time agents, and agents that use a browser. A tour of what ships beyond chat.

[Start reading → ](/agentic-ai-hub/specialized-models/?path=beyond-text&i=0) [Check yourself first ↓ ](#quiz) 

1. [ 1 Specialized Models Beyond the general-purpose flagships, each modality and job has its own leaders, and the "best" one shifts constantly, so treat these as categories to shop in with current examples. › ](/agentic-ai-hub/specialized-models/?path=beyond-text&i=0)
2. [ 2 Multimodal Creative Tools Image, video, and audio generation. Quality is now high across the board. Choose by control, licensing, and API availability more than raw "wow." › ](/agentic-ai-hub/multimodal-creative-tools/?path=beyond-text&i=1)
3. [ 3 Voice & Real-Time Agents Real-time voice agents = STT (speech-to-text) → LLM → TTS (text-to-speech) stitched into a low-latency loop (or, increasingly, a single speech-to-speech model). › ](/agentic-ai-hub/voice-real-time-agents/?path=beyond-text&i=2)
4. [ 4 Browser & Computer-Use Agents These agents perceive a screen or DOM and act (click, type, scroll, navigate) to complete tasks a human would do in a browser or OS. › ](/agentic-ai-hub/browser-computer-use-agents/?path=beyond-text&i=3)

## Check yourself. 

One question per step. Take it cold to find where to start, or after reading to see what stuck. Nobody's grading you. 

Best so far: 

Question 1 of 4 

1. Step 1  
How should you pick an embedding model for your RAG system?  
 A Choose the top scorer on general benchmarks like MTEB  B Run a small retrieval eval on your own domain  C Pick the model with the largest embedding dimensions  D Use whatever your LLM provider bundles in  
The chapter says to pick on retrieval quality for your domain via a small eval, and only then weigh dimensions and max input length. General rankings don't guarantee performance on your data.  
[Covered in step 1 · Specialized Models → ](/agentic-ai-hub/specialized-models/?path=beyond-text&i=0)  Next question →
2. Step 2  
Image and video generation quality is now high everywhere. What should drive tool choice for a product?  
 A The most impressive demo-reel output  B The size of the tool's user community  C Raw generation speed per image or clip  D Control, licensing, and API availability  
With quality high across the board, the chapter says to choose by control, licensing, and API availability rather than raw "wow", and to confirm commercial-use rights per tool and tier before shipping generated media.  
[Covered in step 2 · Multimodal Creative Tools → ](/agentic-ai-hub/multimodal-creative-tools/?path=beyond-text&i=1)  Next question →
3. Step 3  
What matters most for making a voice agent feel natural in conversation?  
 A The most expressive TTS voice available  B Using the largest LLM in the loop  C Keeping round-trip latency under roughly 800ms  D Routing calls through a telephony platform  
Conversational agents feel natural under about 800ms round-trip, which is why speech-to-speech models that cut the separate STT and TTS hops are gaining ground.  
[Covered in step 3 · Voice & Real-Time Agents → ](/agentic-ai-hub/voice-real-time-agents/?path=beyond-text&i=2)  Next question →
4. Step 4  
Why shouldn't a browser agent get standing access to your email or banking?  
 A Any web page it reads can prompt-inject and hijack it  B It's too slow for time-sensitive account tasks  C It can't get past captchas on login pages  D Sessions expire faster than agents can finish work  
Prompt injection is the core threat: a malicious page can hijack an agent that reads it, so sensitive access requires human confirmation on each action.  
[Covered in step 4 · Browser & Computer-Use Agents → ](/agentic-ai-hub/browser-computer-use-agents/?path=beyond-text&i=3)  See results →

 of 4 

* [ 1 Specialized Models → ](/agentic-ai-hub/specialized-models/?path=beyond-text&i=0)
* [ 2 Multimodal Creative Tools → ](/agentic-ai-hub/multimodal-creative-tools/?path=beyond-text&i=1)
* [ 3 Voice & Real-Time Agents → ](/agentic-ai-hub/voice-real-time-agents/?path=beyond-text&i=2)
* [ 4 Browser & Computer-Use Agents → ](/agentic-ai-hub/browser-computer-use-agents/?path=beyond-text&i=3)

Try again [Where to next → ](#path-next-title) 

## Where to next. 

 More guided paths through the handbook. Pick the next question worth answering. 

[ How do I build my own agent? → ](/agentic-ai-hub/paths/build-your-own-agent/)[ Can I trust what agents produce? → ](/agentic-ai-hub/paths/trust-agent-output/)[ How do I ground AI in my company's data? → ](/agentic-ai-hub/paths/ground-in-your-data/) 

[All reading paths → ](/agentic-ai-hub/#paths-start-here) [Browse every chapter ](/agentic-ai-hub/#pages)

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