Update ki docs

Author: VHRanger

docs/kagi/ai/ki.md

@@ -1,39 +1,37 @@
-# Ki: multi-step assistant
+# Research Assistant & Quick Assistant
 
-<img src="./media/ki.svg" alt="Ki icon" style="display:inline; vertical-align:middle; width:24px; height:24px;" /> Ki is Kagi's flagship research assistant. 
+<img src="./media/ki.svg" alt="Ki icon" style="display:inline; vertical-align:middle; width:24px; height:24px;" /> Kagi's flagship research assistants. 
 
-Ki functions as a "meta model": the research process is based around specialized sub-models that serve specific roles in the research and response process. Unlike traditional AI assistants that provide single-response answers, Ki breaks down requests into multiple steps, using various tools and models to deliver state of the art results.
+Kagi Research & Kagi Quick (formerly known as Ki) functions as "meta models": the research process is based around specialized sub-models that serve specific roles in the research and response process. Unlike traditional AI assistants that provide single-response answers, Kagi Research breaks down requests into multiple steps, using various tools and models to deliver state of the art results.
 
 The system includes approximately 15 different agent roles, including research agents, final-response agents, contemplation-tool agents, and librarian agents for in-depth source analysis.
 
-## Ki modes
+## Kagi Research modes
 
-Ki offers three modes: Ki Quick, Ki and Ki Research:
+Kagi Research Assistants offers two modes: Quick, Research:
 
-| Feature | Ki Quick | Ki | Ki Research |
+| Feature | Ki Quick | Ki Research |
 |------|---------|-------|------------|
-| **Plan** | All | Ultimate | Ultimate |
-| **Avg. Research & Analysis Time** | <5 secs | 10-30secs | 30sec + |
-| **Kagi Search** | ✓ | ✓ | ✓ |
-| **Response Planning** | ✓ | ✓ | ✓ |
-| **Librarian** (in-depth source analysis) |  | ✓ | ✓ |
-| **Research Planning** |  | ✓ | ✓ |
-| **Python Interpreter** |  | ✓ | ✓ |
-| **Image Generation** |  | ✓ | ✓ |
-| **Image Editing** |  | ✓ | ✓ |
-| **Reasoning Model** |  |  | ✓ |
-| **Wolfram\|Alpha** |  |  | ✓ |
-| **Maps Search** |  |  | ✓ |
-
-**Ki Quick** is Kagi's fast agent, designed for quick agentic capabilities. It provides rapid responses with tool usage but prioritizes speed over depth. Choose Ki Quick when you need quick answers to straightforward tasks.
-
-**Ki** is Kagi's smaller flagship agent. It goes deeper than Ki Quick, offering a balanced approach between speed and thoroughness. This is the recommended mode for most complex tasks that require multiple reasoning steps and tool usage.
-
-**Ki Research** is Kagi's flagship agent, delivering frontier performance at most tasks. It provides the most thorough and comprehensive analysis, making it ideal for in-depth research, complex analysis, and tasks requiring maximum accuracy and detail.
+| **Plan** | All  | Ultimate |
+| **Avg. Research & Analysis Time** | <5 secs | 30sec + |
+| **Kagi Search** | ✓ | ✓ |
+| **Response Planning** | ✓ | ✓ |
+| **Librarian** (in-depth source analysis) |  | ✓ |
+| **Research Planning** |  | ✓ |
+| **Python Interpreter** |  | ✓ |
+| **Image Generation** |  | ✓ |
+| **Image Editing** |  | ✓ |
+| **Reasoning Model** |  | ✓ |
+| **Wolfram\|Alpha** |  | ✓ |
+| **Maps Search** |  | ✓ |
+
+**Quick** is Kagi's fast agent, designed for quick agentic capabilities. It provides rapid responses with tool usage but prioritizes speed over depth. Choose Ki Quick when you need quick answers to straightforward tasks.
+
+**Research** is Kagi's flagship agent, delivering frontier performance at most tasks. It provides the most thorough and comprehensive analysis, making it ideal for in-depth research, complex analysis, and tasks requiring maximum accuracy and detail.
 
 ## Available tools
 
-Ki has access to a comprehensive toolkit that enables it to handle diverse tasks:
+Kagi Research has access to a comprehensive toolkit that enables it to handle diverse tasks:
 
 - **Kagi Search**: Performs web searches to find current information, news, images, and videos
 - **Librarian**: Retrieves and analyzes information from documents or URLs in depth
@@ -44,23 +42,23 @@ Ki has access to a comprehensive toolkit that enables it to handle diverse tasks
 - **Maps Search**: Finds places and points of interest
 - **File Processing**: Reads and analyzes various file formats, including text, PDF, images, video, and audio
 
-Ki can make up to 5 tool calls per query, allowing it to chain multiple operations together to accomplish complex tasks.
+Kagi Research can make up to 5 tool calls per query, allowing it to chain multiple operations together to accomplish complex tasks.
 
-## When to use Ki
+## When to use Kagi Research
 
-Ki excels at tasks that traditional assistants struggle with. Consider using Ki when you need to:
+Kagi Research excels at tasks that traditional assistants struggle with. Consider using Kagi Research when you need to:
 
-**Conduct multi-step research**: Ki can search for information, analyze the results, perform additional searches based on initial findings, and synthesize everything into a comprehensive report.
+**Conduct multi-step research**: Kagi Research can search for information, analyze the results, perform additional searches based on initial findings, and synthesize everything into a comprehensive report.
 
 **Process and analyze data**: Upload files or provide data that need computational analysis, statistical processing, or visualization through graphs and charts.
 
-**Benchmark or compare options**: Ki can research multiple alternatives, gather relevant metrics, and provide detailed comparisons with supporting data.
+**Benchmark or compare options**: Kagi Research can research multiple alternatives, gather relevant metrics, and provide detailed comparisons with supporting data.
 
-**Generate code with context**: Request Python code that Ki can actually test and verify in its sandbox environment before providing it to you.
+**Generate code with context**: Request Python code that Kagi Research can actually test and verify in its sandbox environment before providing it to you.
 
-**Stay current with recent information**: Ki can search the web for the latest information, making it aware of recent developments that base models might not know about.
+**Stay current with recent information**: Kagi Research can search the web for the latest information, making it aware of recent developments that base models might not know about.
 
-**Combine multiple capabilities**: Tasks requiring a mix of search, computation, reasoning, and synthesis benefit from Ki's ability to orchestrate different tools.
+**Combine multiple capabilities**: Tasks requiring a mix of search, computation, reasoning, and synthesis benefit from Kagi Research's ability to orchestrate different tools.
 
 ## Example prompts
 
@@ -80,10 +78,9 @@ I have $10,000 to invest. Research current index fund options, compare their exp
 ### Home Maintenance
 My electricity bill jumped 40% this month. Research common causes of sudden increases, calculate what my usage patterns mean in terms of cost, and provide a checklist of things to investigate in my home.
 
-## Accessing Ki
+## Accessing Kagi Research
 
-To access Ki, open Assistant and click the model selector dropdown.
-Under the Ki tab, you'll find three options: 
+To access Kagi Research, open Assistant and click the model selector dropdown.
+Under the Kagi Research tab, you'll find two options: 
 - <img src="./media/ki-quick.svg" alt="Ki Quick icon" style="display:inline; vertical-align:middle; width:24px; height:24px;" /> Ki Quick
-- <img src="./media/ki.svg" alt="Ki icon" style="display:inline; vertical-align:middle; width:24px; height:24px;" /> Ki
 - <img src="./media/ki-research.svg" alt="Ki Research icon" style="display:inline; vertical-align:middle; width:24px; height:24px;" /> Ki Research