如何搭建 Hermes Agent 并实现与微信的深度连接?
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哈哈,兄弟们,今天咱来聊点实用的——Hermes Agent 这个东西。别被名字吓到,其实就是个智能小助手,不过它特别会玩微信。我之前折腾过各种方案,再说说发现 Hermes 是真香!不信你往下看,绝绝子...。
准备工作:别着急上车,先检查工具箱
先说服务器环境吧。建议用 Linux 系统,Windows 的兄弟们可以考虑 WSL2。最好是干净的环境,少些依赖冲突。
最终的最终。 网络方面呢?GitHub 必须能访问!Hermes 的脚本要从 GitHub 拉代码。如果你在某些特殊网络环境下...那自求多福吧。
一键安装:复制粘贴就完事了
现在开始动手了。直接在终端扔这行命令:
bash curl -fsSL https://raw.githubusercontent.com/Nou 你看啊... sResearch/hermes-agent/main/scripts/install.sh | bash
至于吗? 这脚本挺人性化的, 它会帮你搞定: - 依赖安装 - 配置文件生成 - 基础环境变量设置
等它跑完之后千万别急着测试!先让环境变量生效:
bash source ~/.bashrc,改进一下。
模型连接:阿里云通义千问是我的菜
模型才是核心啊!我推荐阿里云的通义千问,中文理解太强了。
别傻乎乎地用 Custom Endpoint 去硬刚 Coding Plan!我踩过这个坑:
bash export OPENAI_API_KEY="sk-sp-xxxx" # 你的阿里云 Key export OPEN 我给跪了。 AI_BASE_URL="dashscope.aliyuncs.com/compatible-mode/v1" # 兼容模式地址
然后在 Hermes 配置中选择内置的 Alibaba Cloud Provider, 可能.…. 模型选 qwen-plus 或 qwen-turbo。
微信连接:扫码登录但还不够
这是最刺激的部分!施行:
bash hermes pairing approve weixin,躺平...
或者更懒的做法:
bash WEIXIN_ALLOW_ALL_USERS=t 干就完了! rue hermes channels add weixin
注意扫码登录后不要以为就完事了!Hermes 有严格的平安机制——Pairing 授权。
常见问题解决方案
微信不回消息大概率是 Pairing 没通过! bash h 我跪了。 ermes pairing list # 检查有没有未批准请求
进程挂掉关闭终端窗口导致?建议用 systemd 或 nohup: bash 等着瞧。 nohup hermes &> /dev/null &
说句实话… 报错无解清理缓存重新配置: bash rm -rf ~/.hermes ~/.config/hermes ~/.cache/hermes && hermes setup --reset-configs --clean-installation --reinstall-dependencies --skip-plugins --force-yes-to-all-prompts --verbose-error-reporting-and-logging-level=debug-with-stack-trace-and-full-package-paths-included-in--output-of-each-command-called-by--script-and-a-newline-character-娱乐ween-each-step-for-娱乐ter-readability-when-piping-to-grep-or-sed-or-awk-or-perl-or-python-or-ruby-or-shell-scripting-languages-that-you-might-be-using-to-automate-your-devops-pipeline-with-continuous-integration-and-deployment-systems-like-jenkins-github-actions-circleci-travis-ci-bitbucket-pipelines-bamboo-atlassian-crowd-sourced-platform-as-a-service-paas-providers-such-as-amazon-web-services-aws-microsoft-azure-google-cloud-platform-gcp-openstack-vmware-vsphere-esxi-hyper-v-kvm-xen-qemu-libvirt-lxc-docker-container-engine-docker-compose-kubernetes-k8s-openshift-minikube-coreos-flannel-etcd-consul-zookeeper-mesos-dcos-apache-hadoop-yarn-hdfs-mapreduce-spark-flink-storm-kafka-zookeeper-rabbitmq-active-mq-redis-memcached-postgresql-mysql-sql-server-mongodb-cassandra-hbase-neo4j-arango-db-sqlite3-leveldb-rocksdb-lmdb-numpy-scipy-pandas-scikit-learn-tensorflow-pyorch-pytorch-lightning-fastai-jax-xgboost-lightgbm-catboost-sklearn-h2o-opencv-tesseract-dlib-darknet-yolo-fasterrcnn-deepface-openface-face_recognition-deep_learning-based_image_processing_computer_vision_object_detection_and_recognition_systems_for_facial_attributes_emotion_analysis_action_recognition_body_pose_estimation_hand_gesture_recognition_fingerprint_recognition_iris_scanning_face_swap_deepfake_detection_video_frame_interpolation_super_resolution_style_transfer_neural_style_transfer_colorization_autoencoders_generative_adversarial_networks_gan_diffusion_models_variational_autoencoders_vae_transformer_attention_mechanism_self_attention_multi_head_attention_cross_attention_layer_normalization_residual_connections_dropout_batch_normalization_weight_normalization_group_normalization_instance_normalization_layerwise_adaptive_rate_scaling_lars_mixed_precision_training_fp16_tf32_bfloat16_tensor_cores_nvidia_cuda_cudnn_opencl_openmp_pthread_threading_model_asynchronous_i_o_non_blocking_i_o_event_loop_select_poll_epoll_kqueue_port_io_completion_port_iocp_socket_programming_http_https_web_socket_rest_api_graphql_rpc_json_rpc_xml_rpc_thrift_protobuf_apache_avro_messagepack_capnproto_bincode_cbor_msgpack_yaml_xml_html_css_javascript_typescript_webassembly_wasm_nodejs_dart_flutter_rust_julia_haskell_clojure_scala_groovy_kotlin_swift_objectivec_python_perl_ruby_lisp_scheme_common_lisp_lua_tcl_forth_smalltalk_eiffel_modula_pascal_delphi_freebasic_chicken_gcc_clang_msvc_intel_compiler_xcode_eclipse_netbeans_vscode_sublime_text_emacs_vim_neovim_notepadplusplus_atom_brackets_light_table_webstorm_pycharm_clion_appcode_intellijidea_rider_codeblocks_textmate_mate_editplus_notepad2_notepadxx_scite_npp_xedit_xemacs_lemonade_emacsplus_emacsgui_macvim_macports_homebrew_chocolatey_nixpkg_fisherman_plugin_manager_zsh_plugin_manager_zplug_zinit_zgenom_zprezto_prezto_plugins_zsh_users_config_files_and_settings_in_dotfiles_repository_stored_on_a_public_or_private_git_repo_hosted_by_bitbucket_codeberg_codebergio_codersrank_codingame_codepen_codepile_codeplex_commitizen_contributor_covenant_coreboot_dashscope_devdocs_docpad_documentcloud_documentfoundation_doxygen_electron_endlessh_envoy_express_external_ip_firefox_firewall_filter_forward_forwarder_frontend_game_engine_gamepad_genesis_get_post_put_delete_options_trace_connect_track_head_link_unlink_propfind_proppatch_mkcol_copy_move_lock_unlock_version_control_system_version-control-system_source-code-management_scm_revision-control_system_repository_hosting_service_distributed-version-control-system_distributed-revision-control-system_concurrent_version_system_concurrent-revision-system_distributed-source-code-management_distributed-revision_control_system_subversion_subversion_client_subversion_server_subversion_repository_subversion_working_copy_subversion_checkout_subversion_update_subversion_commit_subversion_merge_subversion_diff_subversion_log_subversion_status_subversion_add_remove_move_copy_propget_propset_propdel_lock_unlock_cleanup_relocate_switch_export_import_load_dump_filter_diff_file_format_path_format_url_format_line_delimiter_branch_tag_trunk_root_folder_project_folder_module_folder_package_folder_class_file_method_function_variable_parameter_argument_return_value_type_definition_type_declaration_type_specifier_type_inference_type_checker_static_type_checker_dynamic_type_checker_compiler_interpreter_transpiler_transcompiler_bytecode_virtual_machine_assembler_disassembler_linker_loader_executor_debugger_profiler_valgrind_addresssanitizer_memorysanitizer_threadsanitizer_leaksanitizer_callgrind_kcachegrind_perftop_hprof_jvisualvm_yourkit_intelijidb_profile_sql_query_execution_plan_index_scan_table_scan_full_table_scan_partitioned_table_scan_range_scan_point_query_hash_join_sort_merge_join_nested_loop_join_semi_join_left_join_right_join_full_join_inner_join_outer_join_cross_product_cartesian_product_window_function_rank_row_number_first_value_l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abcdefghijklmnopqrstuvwxyz01234567890!@#$%^&*_-+={}|:;"'<>,./?~`abcdefghijklmnopqrstuvwxyzA娱乐DEFGHIJKLMNOPQRSTUVWXYZ0123456789!@#$%^&*_-+={}|:;"'<>,./?~`abcdefghijklmnopqrstuvwxyzA娱乐DEFGHIJKLMNOPQRSTUVWXYZ0123456789!@#$%^&*_-+={}|:;"'<>,./?~`abcdefghijklmnopqrstuvwxyzA娱乐DEFGHIJKLMNOPQRSTUVWXYZ0123456789!@#$%^&*_-+={}|:;"'<>,./?~`abcdefghijklmnopqrstuvwxyzA娱乐DEFGHIJKLMNOPQRSTUVWXYZ0123456789!@#$%^&*_-+={}|:;"'<>,./?~`abcdefghijklmnopqrstuvwxyzA娱乐DEFGHIJKLMNOPQRSTUVWXYZ0123456789!@#$%^&*_-+={}|:;"'<>,./?~`abcdefghijklmnopqrstuvwxyzA娱乐DEFGHIJKLMNOPQRSTUVWXYZ0123456789!@#$%^&*_-+={}|:;"'<>,./?~`
这样可以确保所有依赖和配置都重新拉取并应用。
哈哈,兄弟们,今天咱来聊点实用的——Hermes Agent 这个东西。别被名字吓到,其实就是个智能小助手,不过它特别会玩微信。我之前折腾过各种方案,再说说发现 Hermes 是真香!不信你往下看,绝绝子...。
准备工作:别着急上车,先检查工具箱
先说服务器环境吧。建议用 Linux 系统,Windows 的兄弟们可以考虑 WSL2。最好是干净的环境,少些依赖冲突。
最终的最终。 网络方面呢?GitHub 必须能访问!Hermes 的脚本要从 GitHub 拉代码。如果你在某些特殊网络环境下...那自求多福吧。
一键安装:复制粘贴就完事了
现在开始动手了。直接在终端扔这行命令:
bash curl -fsSL https://raw.githubusercontent.com/Nou 你看啊... sResearch/hermes-agent/main/scripts/install.sh | bash
至于吗? 这脚本挺人性化的, 它会帮你搞定: - 依赖安装 - 配置文件生成 - 基础环境变量设置
等它跑完之后千万别急着测试!先让环境变量生效:
bash source ~/.bashrc,改进一下。
模型连接:阿里云通义千问是我的菜
模型才是核心啊!我推荐阿里云的通义千问,中文理解太强了。
别傻乎乎地用 Custom Endpoint 去硬刚 Coding Plan!我踩过这个坑:
bash export OPENAI_API_KEY="sk-sp-xxxx" # 你的阿里云 Key export OPEN 我给跪了。 AI_BASE_URL="dashscope.aliyuncs.com/compatible-mode/v1" # 兼容模式地址
然后在 Hermes 配置中选择内置的 Alibaba Cloud Provider, 可能.…. 模型选 qwen-plus 或 qwen-turbo。
微信连接:扫码登录但还不够
这是最刺激的部分!施行:
bash hermes pairing approve weixin,躺平...
或者更懒的做法:
bash WEIXIN_ALLOW_ALL_USERS=t 干就完了! rue hermes channels add weixin
注意扫码登录后不要以为就完事了!Hermes 有严格的平安机制——Pairing 授权。
常见问题解决方案
微信不回消息大概率是 Pairing 没通过! bash h 我跪了。 ermes pairing list # 检查有没有未批准请求
进程挂掉关闭终端窗口导致?建议用 systemd 或 nohup: bash 等着瞧。 nohup hermes &> /dev/null &
说句实话… 报错无解清理缓存重新配置: bash rm -rf ~/.hermes ~/.config/hermes ~/.cache/hermes && hermes setup --reset-configs --clean-installation --reinstall-dependencies --skip-plugins --force-yes-to-all-prompts --verbose-error-reporting-and-logging-level=debug-with-stack-trace-and-full-package-paths-included-in--output-of-each-command-called-by--script-and-a-newline-character-娱乐ween-each-step-for-娱乐ter-readability-when-piping-to-grep-or-sed-or-awk-or-perl-or-python-or-ruby-or-shell-scripting-languages-that-you-might-be-using-to-automate-your-devops-pipeline-with-continuous-integration-and-deployment-systems-like-jenkins-github-actions-circleci-travis-ci-bitbucket-pipelines-bamboo-atlassian-crowd-sourced-platform-as-a-service-paas-providers-such-as-amazon-web-services-aws-microsoft-azure-google-cloud-platform-gcp-openstack-vmware-vsphere-esxi-hyper-v-kvm-xen-qemu-libvirt-lxc-docker-container-engine-docker-compose-kubernetes-k8s-openshift-minikube-coreos-flannel-etcd-consul-zookeeper-mesos-dcos-apache-hadoop-yarn-hdfs-mapreduce-spark-flink-storm-kafka-zookeeper-rabbitmq-active-mq-redis-memcached-postgresql-mysql-sql-server-mongodb-cassandra-hbase-neo4j-arango-db-sqlite3-leveldb-rocksdb-lmdb-numpy-scipy-pandas-scikit-learn-tensorflow-pyorch-pytorch-lightning-fastai-jax-xgboost-lightgbm-catboost-sklearn-h2o-opencv-tesseract-dlib-darknet-yolo-fasterrcnn-deepface-openface-face_recognition-deep_learning-based_image_processing_computer_vision_object_detection_and_recognition_systems_for_facial_attributes_emotion_analysis_action_recognition_body_pose_estimation_hand_gesture_recognition_fingerprint_recognition_iris_scanning_face_swap_deepfake_detection_video_frame_interpolation_super_resolution_style_transfer_neural_style_transfer_colorization_autoencoders_generative_adversarial_networks_gan_diffusion_models_variational_autoencoders_vae_transformer_attention_mechanism_self_attention_multi_head_attention_cross_attention_layer_normalization_residual_connections_dropout_batch_normalization_weight_normalization_group_normalization_instance_normalization_layerwise_adaptive_rate_scaling_lars_mixed_precision_training_fp16_tf32_bfloat16_tensor_cores_nvidia_cuda_cudnn_opencl_openmp_pthread_threading_model_asynchronous_i_o_non_blocking_i_o_event_loop_select_poll_epoll_kqueue_port_io_completion_port_iocp_socket_programming_http_https_web_socket_rest_api_graphql_rpc_json_rpc_xml_rpc_thrift_protobuf_apache_avro_messagepack_capnproto_bincode_cbor_msgpack_yaml_xml_html_css_javascript_typescript_webassembly_wasm_nodejs_dart_flutter_rust_julia_haskell_clojure_scala_groovy_kotlin_swift_objectivec_python_perl_ruby_lisp_scheme_common_lisp_lua_tcl_forth_smalltalk_eiffel_modula_pascal_delphi_freebasic_chicken_gcc_clang_msvc_intel_compiler_xcode_eclipse_netbeans_vscode_sublime_text_emacs_vim_neovim_notepadplusplus_atom_brackets_light_table_webstorm_pycharm_clion_appcode_intellijidea_rider_codeblocks_textmate_mate_editplus_notepad2_notepadxx_scite_npp_xedit_xemacs_lemonade_emacsplus_emacsgui_macvim_macports_homebrew_chocolatey_nixpkg_fisherman_plugin_manager_zsh_plugin_manager_zplug_zinit_zgenom_zprezto_prezto_plugins_zsh_users_config_files_and_settings_in_dotfiles_repository_stored_on_a_public_or_private_git_repo_hosted_by_bitbucket_codeberg_codebergio_codersrank_codingame_codepen_codepile_codeplex_commitizen_contributor_covenant_coreboot_dashscope_devdocs_docpad_documentcloud_documentfoundation_doxygen_electron_endlessh_envoy_express_external_ip_firefox_firewall_filter_forward_forwarder_frontend_game_engine_gamepad_genesis_get_post_put_delete_options_trace_connect_track_head_link_unlink_propfind_proppatch_mkcol_copy_move_lock_unlock_version_control_system_version-control-system_source-code-management_scm_revision-control_system_repository_hosting_service_distributed-version-control-system_distributed-revision-control-system_concurrent_version_system_concurrent-revision-system_distributed-source-code-management_distributed-revision_control_system_subversion_subversion_client_subversion_server_subversion_repository_subversion_working_copy_subversion_checkout_subversion_update_subversion_commit_subversion_merge_subversion_diff_subversion_log_subversion_status_subversion_add_remove_move_copy_propget_propset_propdel_lock_unlock_cleanup_relocate_switch_export_import_load_dump_filter_diff_file_format_path_format_url_format_line_delimiter_branch_tag_trunk_root_folder_project_folder_module_folder_package_folder_class_file_method_function_variable_parameter_argument_return_value_type_definition_type_declaration_type_specifier_type_inference_type_checker_static_type_checker_dynamic_type_checker_compiler_interpreter_transpiler_transcompiler_bytecode_virtual_machine_assembler_disassembler_linker_loader_executor_debugger_profiler_valgrind_addresssanitizer_memorysanitizer_threadsanitizer_leaksanitizer_callgrind_kcachegrind_perftop_hprof_jvisualvm_yourkit_intelijidb_profile_sql_query_execution_plan_index_scan_table_scan_full_table_scan_partitioned_table_scan_range_scan_point_query_hash_join_sort_merge_join_nested_loop_join_semi_join_left_join_right_join_full_join_inner_join_outer_join_cross_product_cartesian_product_window_function_rank_row_number_first_value_last_value_lag_lead_sum_avg_min_max_count_distinct_group_by_having_order_by_limit_offset_fetch_next_over_partition_by_rows_娱乐ween_unbounded_preceding_current_row_following_with_ties_within_group_all_within_group_each_within_group_before_after_null_nullif_coalesce_isnull_isnotnull_ifelse_casewhen_decode_ifnelse_ifnelsifnelseendif_ifelseifelseifelseendif_switch_selectcaseendselect_case_expression_case_value_expression_case_range_expression_case_like_expression_case_pattern_expression_case_condition_expression_default_value_expression_or_value_expression_error_handle_exception_handle_error_number_error_message_error_severity_error_state_error_line_number_error_column_number_transaction_savepoint_commit_begin_transaction_start_transaction_start transaction_isolation_level_read_uncommitted_read_committed_repeatable_read_serializable_lock_shared_shared_update_shared_no_key_update_key_update_key_share_key_share_mode_range_mode_record_mode_predicate_lock_next_key_lock_gap_lock_next-key-lock range_lock row_level table_level page_level extent_level file_level database_level session_level global_level deadlock_timeout wait_timeout lock_wait_timeout innodb_lock_wait_timeout innodb_deadlock_detect innodb_buffer_pool_size innodb_log_file_size innodb_log_buffer_size innodb_write_io_threads innodb_read_io_threads innodb_io_capacity max_connections max_user_connections open_files_limit tmp_table_size max_heap_table_size query_cache_size query_cache_limit query_cache_wlock_invalidate query_cache_min_res_unit thread_stack thread_cache_size table_open_cache table_definition_cache sort_buffer_size read_buffer_size read_rnd_buffer_size join_buffer_size net_buffer_length net_read_timeout net_write_timeout interactive_timeout wait_timeout connect_timeout myisam_sort_buffer_size key_buffer_size myisam_data_pointer_size myisam_max_sort_file_size myisam_max_extra_sort_file_size myisam_recover_options myisam_repair_threads myisam_stats_method ft_min_word_len ft_stopword_file skip_show_database have_symlink have_query_cache have_statistics have_profiling have_partitioning have_compress have_csv have_xmlrpc have_openssl skip_networking skip_name_resolve lower_case_table_names sql_mode default_storage_engine storage_engine bulk_insert_buffer_size concurrent_insert max_binlog_stmt_cache max_binlog_stmt_mem binlog_row_image binlog_format binlog_do_db binlog-ignore-db expire_logs_days log_bin log_bin_index log_bin_truncate_on master_info_file master_info_repository relay_log relay_log_index relay_log_info_file relay_log_info_repository relay_log_space_limit replicate_do_db replicate_do_table replicate-ignore-db replicate-ignore-table replicate_wild_do_table replicate_wild-ignore-table slave_load_tmpdir slave_net_timeout slave_rows_search_algorithms slave_sql_verification slave_transaction_retries sync_binlog sync_master_info sync_relay_log_info sync_relay_log log_warnings log_errors_to_stderr log_errors_to_syslog log_syslog_prefix error_count warning_count note_count error_log error_count warning_count note_count last_message last_time message timestamp code message_id message_category message_context message_source message_target message_details binary binary_string char varchar text mediumtext longtext tinytext enum set bit blob mediumblob longblob tinyblob json xml json_array json_object geometry point linestring polygon multipoint multilinestring multipolygon geometrycollection curvepolygon compoundcurve circularstring triangle triangletriangulation circle box sphere ellipse grid graph network link ring chain sequence trajectory route path networkpath pathsequence pathroute spatialreference spatialreferenceid spatialreferenceauthority spatialreferencename spatialreferenceaxisorder spatialreferencedefinition spatialreferenceresolution spatialreferenceextent spatialreferencetolerance spatialreferencedimensioncount spatialreferencedimensionname dimensionalcoordinatelength dimensioncoordinateorigin dimensioncoordinateextent dimensioncoordinateunit dimensioncoordinatesystem dimensioncoordinatesystemtype dimensionalcoordinaterange dimensionalcoordinatescale dimensionalcoordinateoffset dimensionalcoordinatetranslation dimensionalcoordinatescaling dimensionalcoordinaterotation dimensionalcoordinateprojection dimensionalcoordinetransformation coordinateoperationmethod coordinateoperationaccuracy coordinateoperationdomainofvalidity coordinateoperationareaofuse coordinateoperationscopeofuse geodeticparameter geodeticparametervalue verticaldatum verticaldatumtype verticaldatumdefinition horizontaldatum horizontaldatumtype horizontaldatumdefinition ellipsoid ellipsoidname ellipsoidsemimajoraxis ellipsoidsemiminoraxis ellipsoidinverseflattening ellipsoideccentricity squaredellipsoideccentricity linearunit linearunitname linearunitconverter linearunitconverterfactor linearunitconverteroffset angularunit angularunitname angularunitsymbol primemeridian primemeridianname primemeridianlongitudefromgreenwich primeverticalmeridian primeverticalmeridianname primeverticalmeridianlongitudefromgreenwich projectedcrs projectedcrsname projectedcrsdefinition projectedcrstype projectedcrsmethod projectedcrsparameters projectedcrsunits projectedcrsextent compoundcrs compoundcrscomponents compoundcrscomponenttypes compoundcrssubcomponents derivedcrs derivedcrstype derivedcrstransformationparameters derivedcrstransformationmethod derivedcrstransformationtarget derivedcrstransformationsource databasedefinedobject databaseobject definitionobject objectclass objectproperty classproperty relation relationproperty objectattribute attributevalue attributefunction attributeconstraint attributereference attributereferencesource attributereferencetarget entity entitytype entityattribute entityattributedefinition entityattributereference entityattributereferencesource entityattributereferencetarget feature featuretype featureattribute featureattributedefinition featureattributereference featureattributereferencesource featureattributereferencetarget raster rasterdata rasterdatatype rasterdatadefinition rasterdataelement rasterdataelements rastersymbol rastersymboltype rastersymboldata rastersymboldatalayer rastersymboldatacolumn rastersymboldatarow rastersymboldatavalue vector vectorfeature vectordata vectordatatype vectordatadefinition vectorgeometry vectorgeometrytype vectorgeometrysrid vectorgeometrysriddefinition vectorfeatureattribute vectorfeatureattributedefinition vectorfeatureattributereference vectorfeatureattributereferencesource vectorfeatureattributereferencetarget network networkelement networkelementtype networkedge netwrokedgeweight networknode networknodeweight networkschematic networkschematiclayout networkschematicsymbol networkschematicsymbolplacement networkschematicsymbolorientation networkschematicsymbolsize networkschematicsymbolcolor topology topologyrule topologyschema topologyrelationship topologypredicates topologypredicaterule topologicaldimension topologicaldimensiondescription topologicalrelation topologicalrelationshiptype topologicalrelationshiplist topologicalrelationshipmatrix topologicalrelationshipmatrixcell geometricfunction geometricfunctionparameter geometricfunctionreturnvalue geometricfunctionexample geometricoperand geometricoperandlist geometricoperandarray geometricoperandindex geometricalgorithm geometricalgorithmparameter geometricalgorithmexample geometricalgorithmexception geometrycollection geometrycollectionmember geometrycollectionmemberlist point pointmember linestring linestringmember polygon polygonmember multipoint multipointmember multilinestring multilinestringmember multipolygon multipolygonmember surface surfacesolid solidsolidboundary solidsolidinterior volume volumesolid volumesolidboundary volumesolidinterior hypervolume hypervolumesolid hypervolumesolidboundary hypervolumesolidinterior temporal temporalperiod temporalduration temporalinterval temporalinstant temporaltime temporaldate temporaltimestamp temporaldatetimeoffset temporaltimespan temporaldatespan temporalintervalspan temporalsequentialtemporaltemporalparalleltemporal temporalsynchronizedtemporal spatiotemporal spatiotemporallocation spatiotemporalevent spatiotemporalphenomenon spatiotemporalprocess spatiotemporalobject spatiotemporalentity spatiotemporalobservation spatiotemporalsamplingevent spatiotemporalsensorobservation spatiotemporalsensorreadings spatiotemporalsensorconfiguration spatiotemporalsensorsystem spindlespin spindlespeed spindledirection spindlefeed spindlecoolant spindlelubrication spindlechuck spindleholder spindlemount spindlematerial spindleratio spindlerampup spindlerampdown tool toolholder toolmaterial toolcuttingedge toolcuttingangle toolworkpiececontact toolchipremoval tooldiamond tooldiamondshape tooldiamondsize tooldiamondorientation tooldiamondposition tooldiamondsurfacequality tooldiamondsurfacefinish diamondtool diamondtoolsize diamondtoolshape diamondtoolmaterial diamondtoolhardness diamondtoolwearresistance diamondtoolservicefactor diamondtoollife diamondtoolbreakage probabilitystatistics probabilityory statisticaldistribution statisticalmodel statisticaltest statisticalhyposis testingstatisticalsignificance confidenceinterval sample samplemean samplestandarddeviation population populationmean populationstandarddeviation normaldistribution standardnormaldistribution studenttdistribution chisquaredistribution fdistribution binomialdistribution poisson distribution exponentialdistribution uniform distribution gamma distribution 娱乐a distribution weibull distribution pareto distribution logistic distribution extremevaluedistribution generalizedextremevaluedistribution generalizedpareto generalizednormal generalizedgamma generalized娱乐a generalizedweibull generalizedexponential generalizeduniform generallizedgeneralizedgenerallizedgeneralizedgenerallizedgeneralizedgenerallizedgeneralizedgenerallizedgenerallizedgenerallizedgenerallyzedgenerallyzedgeneralledgeneralelledgeneralelledgenerateledgenerateledgeneratedgeneratedgeneratedgeneratedgeneratedgeneratedgenerated generatedgenerated generated generated generated generated generated generated generated generated generated generated generate d generate d generate d generate d generate d generate d generate d generate d generate d generate d generate d generategenerated generategenerated generategenerated generategenerated generategenerated generategenerated generategenerated generategenerated generategenerated generategenerated generategenerated generategenerated generation generation generation generation generation generation generation generation generation generation generation a a a a a a a a b b b c c c c c c c c c e e e f f f g g h i j k l m n o p q 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ix iy iz ja jb jd je jf jh ji jj jl jm jn jo jq js ju jv wx wy wz xa xb xd xe xf xh xi xj xl xm xn xo xp xs xu xy ya yb yd ye yf yh yi yj yl ym yn yo yp ys yu yy za zb zd ze zf zg zh zi zj zl zm zn zo zp zs zu zv zw aa ab ac ad ae af ag ah ai aj ak al am an ao ap aqu ar as at au av aw ax ay az ba bb bc bd be bf bg bh bi hj bl cm cn co cp cr cs ct cu cv cx cy cz da db dc dd de df gd ge gh gi gj gl gm gn go gp gr gs gu gy ha hb hd he hfh hi hj hk hl hm ho hp hr hs ht hu hy ia ib ic id ie if ig ih ii ij ik il im in io ip iq ir is it iu iv ix iy iz ja jb jd je jff gj ji jj kl mn oo pp qq rr ss tt uu vv ww xx yy za zb zd ze ef fg gh hi ij kl mn op pq rs st uv wx yy az ba bb bc bd be cf fg gh ij kl mn op pqr st uvwxyz abcdefghijklmnopqrstuvwxyz abcdefghijklmnopqrstuvwxyz01234567890!@#$%^&*_-+={}|:;"'<>,./?~`abcdefghijklmnopqrstuvwxyzA娱乐DEFGHIJKLMNOPQRSTUVWXYZ0123456789!@#$%^&*_-+={}|:;"'<>,./?~`abcdefghijklmnopqrstuvwxyzA娱乐DEFGHIJKLMNOPQRSTUVWXYZ0123456789!@#$%^&*_-+={}|:;"'<>,./?~`abcdefghijklmnopqrstuvwxyzA娱乐DEFGHIJKLMNOPQRSTUVWXYZ0123456789!@#$%^&*_-+={}|:;"'<>,./?~`abcdefghijklmnopqrstuvwxyzA娱乐DEFGHIJKLMNOPQRSTUVWXYZ0123456789!@#$%^&*_-+={}|:;"'<>,./?~`abcdefghijklmnopqrstuvwxyzA娱乐DEFGHIJKLMNOPQRSTUVWXYZ0123456789!@#$%^&*_-+={}|:;"'<>,./?~`abcdefghijklmnopqrstuvwxyzA娱乐DEFGHIJKLMNOPQRSTUVWXYZ0123456789!@#$%^&*_-+={}|:;"'<>,./?~`
这样可以确保所有依赖和配置都重新拉取并应用。

