diff --git a/radiant.quickgen/NAMESPACE b/radiant.quickgen/NAMESPACE
index 907d6115bd4764254075ad795afa118c89879532..162efd20462b752e8ea31299f01830ce4bea0a40 100644
--- a/radiant.quickgen/NAMESPACE
+++ b/radiant.quickgen/NAMESPACE
@@ -31,6 +31,7 @@ export(p975)
 export(p99)
 export(prop)
 export(qscatter)
+export(quickgen_chat_server)
 export(sdpop)
 export(sdprop)
 export(se)
diff --git a/radiant.quickgen/R/quickgen_ai.R b/radiant.quickgen/R/quickgen_ai.R
index 21d68e0b43675bd4193432fb9717707a91c7890c..c5f6c705dcf166a78949576fed006d8aedd0d632 100644
--- a/radiant.quickgen/R/quickgen_ai.R
+++ b/radiant.quickgen/R/quickgen_ai.R
@@ -3,7 +3,7 @@ MODELSCOPE_OPENAI_URL <- "https://api-inference.modelscope.cn/v1"
 MODELSCOPE_API_KEY    <- Sys.getenv("MODELSCOPE_API_KEY", "ms-5b9f3668-ea8e-4a2c-8cd3-a1a9ba04810b")
 MODEL_ID              <- "deepseek-ai/DeepSeek-V3.1"
 
-# === 低层封装：单次对话 ===
+# === 单次对话 ===
 #' @export
 chat_completion <- function(user_prompt,
                             max_tokens = 1500,
@@ -38,10 +38,8 @@ build_r_prompt <- function(user_prompt, data_call) {
 
 〓 输出格式 〓
 - 只返回可运行 R 代码，用 ```r 包裹，禁止任何解释、注释、空行。
-- 若用户请求不符合下方【白名单】，一律返回空代码块（仅 ```r\n``` ），不对话。
-
-〓 白名单关键词（必须至少出现 1 个）〓
-箱线图|柱状图|条形图|散点图|折线图|密度图|直方图|热图|森林图|瀑布图|饼图|气泡图|生存曲线|KM 曲线|ggsurvplot|tbl_summary|tableone|CreateTableOne|描述性统计|基线表|相关性|group comparison|distribution|ggplot|geom_|patchwork
+- 若用户请求不符合规范，一律返回空代码块（仅 ```r\n``` ），不对话。
+- 当所需绘制的图中出现数据集中不存在的列或无法计算时，一律输出一张空白 ggplot，仅居中显示“无法绘制”四字，不抛出错误。
 
 〓 否定示例（立即返回空块）〓
 - 仅输入：“图表”“表格”“画图”“来张图”
diff --git a/radiant.quickgen/R/quickgen_chat.R b/radiant.quickgen/R/quickgen_chat.R
new file mode 100644
index 0000000000000000000000000000000000000000..1975564e64caaf6cc6be1442960520d8354093ba
--- /dev/null
+++ b/radiant.quickgen/R/quickgen_chat.R
@@ -0,0 +1,6 @@
+#' @export
+quickgen_chat_server <- function(input, output, session, r_values = NULL, r_data) {
+  # 当前这个模块不需要复杂的server逻辑
+  # 所有功能都在UI的renderUI中实现
+  # 保留函数签名以兼容Radiant框架
+}
\ No newline at end of file
diff --git a/radiant.quickgen/inst/app/help.R b/radiant.quickgen/inst/app/help.R
index 11c66cd01963c382f41757c7cc284a2270098aab..a62134bcb6fe5e0f703e5c510bf501bba1ffeb18 100644
--- a/radiant.quickgen/inst/app/help.R
+++ b/radiant.quickgen/inst/app/help.R
@@ -1,5 +1,6 @@
 help_quickgen <- c(
   "一键生成描述性统计" = "quickgen_basic.md", 
+  "大模型对话引导助手" = "quickgen_chat.md",
   "大模型生成描述性统计" = "quickgen_ai.md"
 )
 output$help_quickgen <- reactive(append_help("help_quickgen", file.path(getOption("radiant.path.quickgen"), "app/tools/help"), Rmd = TRUE))
diff --git a/radiant.quickgen/inst/app/init.R b/radiant.quickgen/inst/app/init.R
index 636bf72ef54a9fc557be505ccdc9496f15ec05dd..7c3ebf24e3a454a809c9b8713f49e77cd30d3fee 100644
--- a/radiant.quickgen/inst/app/init.R
+++ b/radiant.quickgen/inst/app/init.R
@@ -1,6 +1,7 @@
 ## urls for menu
 r_url_list <- getOption("radiant.url.list")
 r_url_list[["Generate descriptive statistics with one click"]] <- "quickgen/basic/"
+r_url_list[["AI chat guidance"]] <- "quickgen/chat/"
 r_url_list[["LLM generates descriptive statistics"]] <- "quickgen/ai/"
 options(radiant.url.list = r_url_list)
 rm(r_url_list)
@@ -15,6 +16,7 @@ options(
           tags$script(src = "www_quickgen/js/run_return.js")
         ),
         tabPanel(i18n$t("Generate descriptive statistics with one click"), uiOutput("quickgen_basic")),
+        tabPanel(i18n$t("AI chat guidance"), uiOutput("quickgen_chat")),
         tabPanel(i18n$t("AI generates descriptive statistics"), uiOutput("quickgen_ai"))
       )
     )
diff --git a/radiant.quickgen/inst/app/tools/analysis/quickgen_chat_ui.R b/radiant.quickgen/inst/app/tools/analysis/quickgen_chat_ui.R
new file mode 100644
index 0000000000000000000000000000000000000000..1dad9f432ea325d7bc601deb9c56675bcaccb4ba
--- /dev/null
+++ b/radiant.quickgen/inst/app/tools/analysis/quickgen_chat_ui.R
@@ -0,0 +1,142 @@
+library(shinyjs)
+library(shinyAce)
+
+## ===== 统一入口=====
+output$quickgen_chat <- renderUI({
+  tagList(
+    useShinyjs(),
+    stat_tab_panel(
+      menu      = i18n$t("One-click generation > AI chat guidance"),
+      tool      = i18n$t("AI chat guidance"),
+      tool_ui   = "chat_main_ui",  
+      output_panels = tabPanel(
+        title = i18n$t("Chat history"),
+        value = "chat_panel",
+        uiOutput("chat_history_area")  
+      )
+    )
+  )
+})
+
+## ===== 左侧区域=====
+output$chat_main_ui <- renderUI({
+  tagList(
+    useShinyjs(),
+    wellPanel(
+      div(style = "font-weight:bold; color:#1976d2; margin-bottom:10px;",
+          icon("database"), " ", i18n$t("Dataset Fields Information")
+      ),
+      uiOutput("field_info_display"),
+      tags$hr(),
+      div(style = "color:#666; font-size:0.9em; margin-top:5px;",
+          i18n$t("The current dataset's field information is automatically passed to the AI assistant.")
+      ),
+      style = "max-height:450px; overflow-y:auto; background-color:#f8f9fa;"
+    ),
+    help_and_report(  
+      modal_title = i18n$t("AI chat guidance"),
+      fun_name    = "quickgen_chat",
+      help_file   = inclMD(file.path(getOption("radiant.path.quickgen"), "app/tools/help/quickgen_chat.md")),
+      lic = "by-sa"
+    )
+  )
+})
+
+## ===== 右侧区域=====
+output$chat_history_area <- renderUI({
+  field_info_encoded <- get_field_info()
+  if (is.null(field_info_encoded)) {
+    return(create_no_data_ui())
+  }
+  iframe_src <- paste0(
+    "http://180.169.131.147:8106/chat/9f51e1707c61027e?field_info=", 
+    field_info_encoded
+  )
+  tagList(
+    div(
+      id = "chat_box",
+      style = "height:700px; overflow-y:auto; border:1px solid #ddd;
+               border-radius:4px; padding:0; background:#fff; margin-bottom:10px;", 
+      tags$iframe(
+        src = iframe_src,
+        style = "width: 100%; height: 100%; border: 0;",  
+        frameborder = 0,
+        allow = "microphone"
+      )
+    )
+  )
+})
+
+# 生成左侧展示的格式化字段文本
+output$field_info_display <- renderUI({
+  if (is.null(input$dataset) || !exists("r_data")) {
+    return(tags$pre(
+      i18n$t("Please select a dataset in another page first"),
+      style = "margin:0; background-color:#f9f9f9; border:1px solid #ddd; padding:10px; font-size:0.9em;"
+    ))
+  }
+  
+  df <- tryCatch({
+    get(input$dataset, envir = r_data)
+  }, error = function(e) NULL)
+  
+  if (is.null(df) || !is.data.frame(df) || nrow(df) == 0) {
+    return(tags$pre(
+      i18n$t("Current dataset is empty"),
+      style = "margin:0; background-color:#f9f9f9; border:1px solid #ddd; padding:10px; font-size:0.9em;"
+    ))
+  }
+  
+  # 生成带换行的格式
+  field_lines <- sprintf('"%s": "%s"', names(df), sapply(df, function(x) class(x)[1]))
+  formatted_text <- paste(field_lines, collapse = ",\n")
+  
+  tags$pre(
+    formatted_text,
+    style = "margin:0; background-color:#f9f9f9; border:1px solid #ddd; 
+             padding:10px; font-size:0.9em; line-height:1.5; white-space:pre-wrap;"
+  )
+})
+
+# 获取并编码字段信息
+get_field_info <- function() {
+  if (is.null(input$dataset) || !exists("r_data")) {
+    return(NULL)
+  }
+  
+  df <- tryCatch({
+    get(input$dataset, envir = r_data)
+  }, error = function(e) NULL)
+  
+  if (is.null(df) || !is.data.frame(df) || nrow(df) == 0) {
+    return(NULL)
+  }
+  
+  # 构建带数据集名称的JSON结构
+  fields_list <- list()
+  for (col_name in names(df)) {
+    fields_list[[col_name]] <- class(df[[col_name]])[1]
+  }
+  
+  json_struct <- list(
+    dataset_name = input$dataset,
+    fields = fields_list
+  )
+  
+  URLencode(
+    jsonlite::toJSON(json_struct, auto_unbox = TRUE),
+    reserved = TRUE
+  )
+}
+
+# 无数据时的UI
+create_no_data_ui <- function() {
+  tagList(
+    div(
+      id = "chat_box",
+      style = "height:700px; overflow-y:auto; border:1px solid #ddd;
+               border-radius:4px; padding:20px; background:#fff; margin-bottom:10px;",
+      p(i18n$t("请选择数据集"), style = "text-align:center; margin-top:50px; color:#888;")
+    )
+  )
+}
\ No newline at end of file
diff --git a/radiant.quickgen/inst/app/tools/help/quickgen_chat.md b/radiant.quickgen/inst/app/tools/help/quickgen_chat.md
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391