目录
[一、当前 Tcl Agent 必学目录](#一、当前 Tcl Agent 必学目录)
[A. Tcl 命令与 HyperMesh 核心参考](#A. Tcl 命令与 HyperMesh 核心参考)
[B. HyperMesh 建模、几何、网格主流程](#B. HyperMesh 建模、几何、网格主流程)
[C. HyperMesh 教程示例](#C. HyperMesh 教程示例)
[D. 文件导入导出、solver 转换](#D. 文件导入导出、solver 转换)
[二、当前可学,但不要和核心 Tcl 混太深](#二、当前可学,但不要和核心 Tcl 混太深)
[A. 特定行业前处理](#A. 特定行业前处理)
[B. 载荷、求解、分析相关](#B. 载荷、求解、分析相关)
[C. 后处理、HyperView、HyperGraph](#C. 后处理、HyperView、HyperGraph)
[三、Python API 第二阶段学习目录](#三、Python API 第二阶段学习目录)
[A. HyperMesh Python API 核心](#A. HyperMesh Python API 核心)
[B. Python GUI / 插件 / 自动化框架](#B. Python GUI / 插件 / 自动化框架)
[C. Python 后处理与报告](#C. Python 后处理与报告)
[Fatigue / Life](#Fatigue / Life)
[Lightweight / Concept / Crash 相关](#Lightweight / Concept / Crash 相关)
[五、不建议让 AI 学的目录](#五、不建议让 AI 学的目录)
[六、我建议你最终建成这样的 RAG 目录](#六、我建议你最终建成这样的 RAG 目录)
[当前版本:只跑 Tcl](#当前版本:只跑 Tcl)
[以后版本:Python API 分库](#以后版本:Python API 分库)
简洁版
A_tcl_hm_core_reference
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\reference\tcl
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\reference\hm
D:\Altair\2025\help_doc\help\hwdesktop\hwd\topics\reference\tcl
D:\Altair\2025\help_doc\help\hwdesktop\hwd\topics\reference\hm
B_hm_preprocessing_workflows
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\geometry
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\meshing
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\entities
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\model_build_and_assembly
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\model_setup
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\connectors
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\connectors\realizations
C_hm_tutorial_examples
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\tutorials\hm
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\tutorials\hwx
D_file_io_solver_conversion
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\file_management
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\conversion_between_solvers
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\reference\preference
D:\Altair\2025\help_doc\help\hwdesktop\hwd\topics\reference\translators
一、当前 Tcl Agent 必学目录
这是你现在最应该索引进 RAG 的部分。
A. Tcl 命令与 HyperMesh 核心参考
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\reference\tcl
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\reference\hm
D:\Altair\2025\help_doc\help\hwdesktop\hwd\topics\reference\tcl
D:\Altair\2025\help_doc\help\hwdesktop\hwd\topics\reference\hm
用途:
Tcl 命令语法
hm_getvalue / hm_entityinfo / mark / table 等查询命令
*createentity / *createmark / *setvalue 等修改命令
HyperMesh 数据库实体操作
优先级:最高
B. HyperMesh 建模、几何、网格主流程
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\geometry
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\meshing
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\entities
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\model_build_and_assembly
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\model_setup
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\connectors
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\connectors\realizations
用途:
几何创建/修复
抽中面
网格划分
组件、材料、属性、载荷、约束
连接器
装配管理
模型设置
优先级:最高
C. HyperMesh 教程示例
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\tutorials\hm
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\tutorials\hwx
用途:
完整工作流示例
比 reference 更适合 RAG 生成脚本
可提取"用户需求 → 操作步骤 → Tcl 脚本"案例
优先级:最高
D. 文件导入导出、solver 转换
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\file_management
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\conversion_between_solvers
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\reference\preference
D:\Altair\2025\help_doc\help\hwdesktop\hwd\topics\reference\translators
用途:
导入 CAD / HM / FEM
导出 OptiStruct、Nastran 等 deck
solver profile 切换
文件保存、路径、偏好设置
优先级:高
二、当前可学,但不要和核心 Tcl 混太深
这些可以作为"扩展知识库",根据用户任务再检索。
A. 特定行业前处理
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\aerospace
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\crash
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\crash_and_safety
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\composites
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\nvh
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\optimization
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\morph
适合场景:
复合材料建模
碰撞安全
NVH
形貌/形状优化
morph 变形
航空结构
优先级:中高
B. 载荷、求解、分析相关
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\analyze
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\solvers
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\solvers\ms
D:\Altair\2025\help_doc\help\hwdesktop\altair_help\topics\solvers
D:\Altair\2025\help_doc\help\hwdesktop\altair_help\topics\solvers\os
适合场景:
OptiStruct / MotionSolve / solver 相关设置
分析步
求解提交
结果关联
优先级:中
C. 后处理、HyperView、HyperGraph
如果你的 agent 未来要做结果查看、曲线、报告,再学这些。
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\post-processing
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\hypergraph
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\mediaview
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\tutorials\hg
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\tutorials\hv
D:\Altair\2025\help_doc\help\hwdesktop\hwd\topics\reference\mv
优先级:中 / 后续
三、Python API 第二阶段学习目录
这些不要放进当前 Tcl RAG 主库。等你新增 run_hypermesh_python 执行器后,再建独立库。
A. HyperMesh Python API 核心
D:\Altair\2025\help_doc\help\hwdesktop\pythonapi\hypermesh
D:\Altair\2025\help_doc\help\hwdesktop\pythonapi\hypermesh\examples
D:\Altair\2025\help_doc\help\hwdesktop\pythonapi\hypermesh\hm_user_guide
D:\Altair\2025\help_doc\help\hwdesktop\pythonapi\_sources\hypermesh
D:\Altair\2025\help_doc\help\hwdesktop\pythonapi\_sources\hypermesh\examples
D:\Altair\2025\help_doc\help\hwdesktop\pythonapi\_sources\hypermesh\hm_user_guide
用途:
Python API 控制 HyperMesh
model / entity / collection / selection 等对象化操作
从 Tcl 迁移到 Python API
优先级:Python 阶段最高
B. Python GUI / 插件 / 自动化框架
D:\Altair\2025\help_doc\help\hwdesktop\pythonapi\framework
D:\Altair\2025\help_doc\help\hwdesktop\pythonapi\framework\examples
D:\Altair\2025\help_doc\help\hwdesktop\pythonapi\gui_toolkit
D:\Altair\2025\help_doc\help\hwdesktop\pythonapi\task_manager
D:\Altair\2025\help_doc\help\hwdesktop\pythonapi\task_manager\examples
用途:
自定义工具
GUI
任务流
企业级插件
优先级:Python 阶段中高
C. Python 后处理与报告
D:\Altair\2025\help_doc\help\hwdesktop\pythonapi\hyperview
D:\Altair\2025\help_doc\help\hwdesktop\pythonapi\hyperview\examples
D:\Altair\2025\help_doc\help\hwdesktop\pythonapi\hypergraph
D:\Altair\2025\help_doc\help\hwdesktop\pythonapi\hypergraph\examples
D:\Altair\2025\help_doc\help\hwdesktop\pythonapi\report
D:\Altair\2025\help_doc\help\hwdesktop\pythonapi\report\report_examples
D:\Altair\2025\help_doc\help\hwdesktop\pythonapi\tableview
D:\Altair\2025\help_doc\help\hwdesktop\pythonapi\tableview\examples
用途:
自动后处理
自动生成报告
曲线、表格、结果读取
优先级:Python 阶段中
四、按业务选择学习的专项库
如果你只做 HyperMesh 建模网格,可以暂时不学这些。以后用户有明确需求再开。
CFD
D:\Altair\2025\help_doc\help\hwdesktop\cfd\topics\pre_processing
D:\Altair\2025\help_doc\help\hwdesktop\cfd\topics\pre_processing\geometry
D:\Altair\2025\help_doc\help\hwdesktop\cfd\topics\pre_processing\meshing
D:\Altair\2025\help_doc\help\hwdesktop\cfd\topics\pre_processing\boundary_conditions
D:\Altair\2025\help_doc\help\hwdesktop\cfd\topics\pre_processing\model_setup
D:\Altair\2025\help_doc\help\hwdesktop\cfd\topics\tutorials\hwcfd
D:\Altair\2025\help_doc\help\hwdesktop\cfd\topics\tutorials\acu
D:\Altair\2025\help_doc\help\hwdesktop\cfd\topics\solvers\ultraFluidX
NVH
D:\Altair\2025\help_doc\help\hwdesktop\nvh\topics\pre_processing
D:\Altair\2025\help_doc\help\hwdesktop\nvh\topics\pre_processing\meshing
D:\Altair\2025\help_doc\help\hwdesktop\nvh\topics\pre_processing\model_setup
D:\Altair\2025\help_doc\help\hwdesktop\nvh\topics\pre_processing\nvh
D:\Altair\2025\help_doc\help\hwdesktop\nvh\topics\SnRD
Fatigue / Life
D:\Altair\2025\help_doc\help\hwdesktop\hlife\topics\pre_processing
D:\Altair\2025\help_doc\help\hwdesktop\hlife\topics\pre_processing\meshing
D:\Altair\2025\help_doc\help\hwdesktop\hlife\topics\solvers\os
D:\Altair\2025\help_doc\help\hwdesktop\hlife\topics\tutorials\hl
Lightweight / Concept / Crash 相关
D:\Altair\2025\help_doc\help\hwdesktop\hlcg\topics\pre_processing
D:\Altair\2025\help_doc\help\hwdesktop\hlcg\topics\reference\hm
D:\Altair\2025\help_doc\help\hwdesktop\hlwc\topics\pre_processing
D:\Altair\2025\help_doc\help\hwdesktop\hlwc\topics\reference\hm
优先级:按业务开启,不建议一开始全放主库
五、不建议让 AI 学的目录
这些主要是网页样式、图片、字体、帮助系统自身资源,进 RAG 会污染检索。
D:\Altair\2025\help_doc\icons
D:\Altair\2025\help_doc\logs
D:\Altair\2025\help_doc\updates
D:\Altair\2025\help_doc\uninstalls
D:\Altair\2025\help_doc\help\MathJax
还要排除所有产品目录下的这些子目录:
altair-resources
oxygen-webhelp
images
icons
fonts
css
js
img
_static
_static\vendor
_static\images
_static\css_files
_static\scripts
_static\styles
tool_finder\css
tool_finder\fonts
tool_finder\images
这些不是知识内容,主要是网页前端资源。
六、我建议你最终建成这样的 RAG 目录
当前版本:只跑 Tcl
D:\Altair_Agent_Knowledge\rag_source\
01_tcl_core_reference\
hwx_topics_reference_tcl\
hwx_topics_reference_hm\
hwd_topics_reference_tcl\
hwd_topics_reference_hm\
02_hm_preprocessing_workflows\
geometry\
meshing\
entities\
model_build_and_assembly\
model_setup\
connectors\
03_hm_tutorials\
tutorials_hm\
tutorials_hwx\
04_file_io_solver\
file_management\
conversion_between_solvers\
translators\
solvers_os\
05_error_fix_cases\
your_failed_logs_and_fixed_scripts\
06_success_tcl_examples\
your_verified_tcl_scripts\
以后版本:Python API 分库
D:\Altair_Agent_Knowledge\rag_source_python_api\
01_pythonapi_hypermesh\
hypermesh\
hypermesh_examples\
hm_user_guide\
02_pythonapi_framework_gui\
framework\
framework_examples\
gui_toolkit\
task_manager\
03_pythonapi_post_report\
hyperview\
hypergraph\
report\
tableview\
专项业务库
D:\Altair_Agent_Knowledge\rag_source_domain\
cfd\
nvh\
fatigue_life\
crash_safety\
composites\
optimization\
七、最重要的执行建议
你现在先只索引这些:
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\reference\tcl
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\reference\hm
D:\Altair\2025\help_doc\help\hwdesktop\hwd\topics\reference\tcl
D:\Altair\2025\help_doc\help\hwdesktop\hwd\topics\reference\hm
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\geometry
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\meshing
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\entities
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\model_build_and_assembly
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\pre_processing\model_setup
D:\Altair\2025\help_doc\help\hwdesktop\hwx\topics\tutorials\hm
这就是你的 P0 学习目录。
Python API 目录先不要进当前主 RAG。等你有 Python 执行器后,再索引:
D:\Altair\2025\help_doc\help\hwdesktop\pythonapi\hypermesh
D:\Altair\2025\help_doc\help\hwdesktop\pythonapi\hypermesh\examples
D:\Altair\2025\help_doc\help\hwdesktop\pythonapi\hypermesh\hm_user_guide