Chatbox integration guide

RecommendedUpdated: 2025-11-26

Introduction

Chatbox is a cross-platform AI client and assistant that lets you talk to large models without setting up a development environment. With Chatbox you can:

• 🚀 Connect quickly to the 200+ AI models offered by SeaWhale AI
• 💰 Pay as you go — no subscription, pay only for what you use
• 🔄 Use the OpenAI-compatible API and switch models seamlessly
• 🖥️ Run anywhere — Windows, macOS, Linux and the web

---

Before you begin

Make sure you have:

1. ✅ A SeaWhale AI API key (how to get one)
2. ✅ Enough account balance to call model services
3. ✅ Picked a text generation model from the model list

Note

Chatbox features change between releases, so treat the client's actual behavior as authoritative for model support.

---

Setup

1. Download and install Chatbox

Visit the Chatbox website and download the build for your platform (Windows/macOS/Linux), or use the web version.

Platform	Download	Notes
Windows	Download the .exe installer	Windows 10+
macOS	Download the .dmg installer	macOS 11+
Linux	Download the AppImage	Major distributions
Web	Use it online	No installation needed

2. Configure SeaWhale AI

2.1 Add a custom provider

1. Click the Settings icon in the bottom left of Chatbox
2. Choose Model provider
3. Click Add at the bottom
4. In the dialog:
   • Name: enter "SeaWhale AI"
   • API mode: choose "OpenAI API compatible"
5. Click Add to create it

2.2 Configure the API parameters

Setting	Description	Example
API key	The API key from your SeaWhale AI account	sk-xxxxxxxxxxxxxxxx
API host	The SeaWhale AI API address	https://api.atalk-ai.com
API path	Leave empty	/v2/chat/completions
Model	Click New and enter the model ID	gpt-4o and others

Popular models

• GPT-4 Turbo — gpt-4-turbo — the most capable general-purpose model
• Claude 4.5 Opus — claude-opus-4.5 — outstanding reasoning
• GPT-4o — gpt-4o — great value
• Qwen — qwen-turbo — optimized for Chinese

See the full model list

Important

Capabilities vary by model — check the model list before enabling Reasoning and Tool use.

2.3 Conversation parameters

After the basic setup, click Conversation settings in the left sidebar and adjust:

Parameter	Description	Suggested value
Max context messages	How many prior turns are sent with each question	5–10 for everyday chat Too many can exceed the model's context limit
Temperature	Controls randomness and creativity • Higher: more varied, good for writing and brainstorming • Lower: more deterministic, good for code and math	0.7–1.0 (creative) 0.1–0.5 (precise) must be < 2
Top P	Like temperature, controls output diversity	must be ≤ 1

---

3. Start chatting

Once configured, type your question into the chat box to start.

Supported input types

Type	Supported	Notes
📝 Text	✅ Yes	All models
🖼️ Images	✅ Yes	Requires a vision model (e.g. GPT-4V, Claude 3)
📄 Documents	✅ Yes	PDF, TXT, Markdown and similar formats
🎥 Video / audio	❌ Not yet	Coming soon

Example conversation

👤 User: Who are you?

🤖 AI: I'm an AI assistant served through the SeaWhale AI platform.
     I can answer questions, work with documents, help with writing and more.

Advanced features

Models with reasoning support (such as the Qwen3 and o1 families) can show their detailed thought process, helping you follow the model's logic.

---

FAQ

Q1: How is this billed?

SeaWhale AI bills per token, charging input and output tokens separately. See the pricing details.

Tips for saving tokens:

• Multi-turn conversations accumulate history and consume more tokens
• Start a new conversation or lower "Max context messages" to reduce usage
• For everyday chat, 5–10 turns of context is a good setting

---

Q2: What if the connection fails?

Error: Range of input length should be [1, xxx]

Cause: your input or accumulated context exceeds the model's maximum length.

Fix:

• Fails on the first message:

  • Shorten the input text
  • Upload a smaller file
  • Switch to a model with a longer context window

• Fails after several turns:

  • Start a new conversation to clear history
  • Lower "Max context messages"
  • Switch to a long-context model

Error: Access denied, please make sure your account is in good standing

Cause: there is a problem with your account.

Fix:

• Check whether your balance is exhausted
• Confirm the API key is valid
• Check that the key has permission to call the model

Error: 'temperature' must be Float or 'top_p' is greater than the maximum of 1

Cause: a parameter is outside its allowed range.

Fix:

• Temperature must be < 2
• Top P must be ≤ 1

---

Q3: What are the limits on images and documents?

File type	Limits
Images	• Only models with vision support • Recommended formats: JPG, PNG, WebP • Keep each image under 5MB • Keep resolution under 4096×4096
Documents	• Chatbox parses documents into text automatically • The parsed text must fit within the model's context limit • Supported formats: PDF, TXT, Markdown and more

Q4: How do I get the best results?

Optimization tips

1. Pick the right model

   • Simple tasks: GPT-4o-mini
   • Complex reasoning: GPT-4o or Claude 4.5 Opus
   • Chinese-language tasks: Qwen, ERNIE and similar

2. Tune the parameters

   • Creative writing: temperature 0.8–1.0
   • Code generation: temperature 0.2–0.4
   • Factual Q&A: temperature 0.1–0.3

3. Manage conversation history

   • Clear conversations you no longer need
   • Keep context to a sensible number of turns (5–10)
   • Use separate conversations for separate topics

Q5: Which advanced features are supported?

Through SeaWhale AI, Chatbox supports:

• ✅ Function calling — let the model call external tools
• ✅ JSON mode — structured output
• ✅ Vision — image understanding and analysis
• ✅ Streaming — real-time streamed responses
• ✅ Multimodal — mixed text and image input

See the full feature list

Related resources

Recommended reading

• 📚 Quick start — SeaWhale AI API basics
• 🔧 API reference — the complete API documentation
• 🎯 Model list — every available model