Question 1

Do these chatbots support streaming responses?

Accepted Answer

Many of our AI Chatbot boilerplates support token-by-token streaming for a real-time typing effect, but this varies by product. Check the Technical tab on the listing to confirm.

Question 2

Can I connect my own LLM API key instead of using a hosted service?

Accepted Answer

Yes, these are self-hosted starter codebases. You bring your own API key from your chosen provider (OpenAI, Anthropic, or similar) after downloading the source.

Question 3

Does it include a pre-built chat UI, or is it backend only?

Accepted Answer

Most AI Chatbot boilerplates ship with both a working frontend chat UI and the backend logic, but the exact scope (frontend framework, styling) varies by product. See the Overview and gallery on each listing.

Question 4

Can the chatbot be embedded on an existing website?

Accepted Answer

Embeddability depends on how the product is built (widget vs. full app). Check the product's description and demo (where available) to confirm it fits your use case before buying.

AI Chatbots Boilerplates.

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