Developer Studio

Create RAG chatbots and embed them in external services via API

Developer Studio is a platform that allows you to build custom RAG (Retrieval-Augmented Generation) chatbots and integrate them into any application or service through Web APIs. Create knowledge bases, design custom bots, and deploy them anywhere via RESTful APIs.

Key Features

Custom Bots

Create your own AI bots by configuring system prompts, language settings, and response length. Connect knowledge bases to build bots with specialized expertise.

Knowledge Base Management

Upload PDF files that are automatically chunked and vectorized. Connect them to bots to generate answers based on your uploaded documents.

API Integration

Generate secure API keys to access your bots through RESTful APIs. Integrate with any platform including web apps, mobile apps, and internal tools.

Test Chat

Test bot behavior before deployment. RAG search results are highlighted with source citations, making it easy to verify answer accuracy.

Use Cases

  • Customer Support: Upload product manuals and automatically answer customer questions
  • Documentation Search: Add technical docs and FAQs to knowledge bases to build internal Q&A bots
  • Internal Knowledge Base: Integrate company policies and procedures to instantly answer employee inquiries
  • Product Assistant: Create bots to support sales teams based on product information and specifications

Architecture

Developer Studio is built on a three-tier architecture: knowledge bases, bots, and APIs.

1. Create Knowledge Base

Upload PDFs and automatically vectorize

2. Configure Bot

Set prompts and connect knowledge bases

3. API Integration

Generate API keys and embed in applications

Getting Started

1. Create a Knowledge Base

From the Knowledge Bases tab in Developer Studio, upload PDF files. Files are automatically chunked and vectorized.

2. Create a Bot

From the Bots tab, create a new bot and configure system prompt, language, and response length. Connect your created knowledge bases to enable RAG functionality.

3. Test Chat

In the Test Chat tab on the bot detail page, verify bot behavior. RAG search results are highlighted, showing which documents were used to generate answers.

4. Generate API Key and Integrate

From the API Keys tab, generate a new API key to access your bot through RESTful APIs. Integrate with any platform including web apps, mobile apps, and Slack bots.

Available Providers and Models

The following LLM providers and models are available in Developer Studio.

ProviderModelsModel List
OpenAIOpenAI
8GPT-5.4, GPT-5.4 Mini, GPT-5.4 Nano, GPT-5.3 Codex, GPT-5, GPT-5 Mini, o3, o4 Mini
AnthropicAnthropic
7Claude Opus 4.7, Claude Sonnet 4.6, Claude Haiku 4.5, Claude Opus 4.6, Claude Sonnet 4.5, Claude Opus 4.5, Claude Opus 4.1
MiniMaxMiniMax
5MiniMax M2.7, M2.5, M2.5 High-Speed, M2.1, M2.1 High-Speed
Google GeminiGoogle Gemini
5Gemini 2.5 Flash, 2.5 Flash Lite, 2.5 Pro, 3 Flash (Preview), 3.1 Pro (Preview)
DeepSeekDeepSeek
2DeepSeek Chat, DeepSeek Reasoner
Mistral AIMistral AI
4Mistral Large 3, Medium 3, Small 3.2, Codestral
Z.ai (Zhipu AI)Z.ai (Zhipu AI)
4GLM-4.7, GLM-4.7 Flash, GLM-4.6, GLM-4 Flash
xAI (Grok)xAI (Grok)
4Grok 4.1 Fast, Grok 4.1 Fast (Reasoning), Grok 4.20, Grok 4.20 (Reasoning)
MoonShot AI (Kimi)MoonShot AI (Kimi)
5Kimi K2.5, K2 0905, K2 Turbo, K2 Thinking, K2 Thinking Turbo
Alibaba Cloud (Qwen)Alibaba Cloud (Qwen)
5Qwen Max Latest, Plus Latest, Turbo Latest, Qwen3 Max, QwQ Plus

Total: 10 Providers, 49 Models

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