2024年 甲子光年 AI agent中国AI Agent 行业研究报告

    随着大型模型在各行各业的广泛应用,基于大型模型的人工智能体(AI Agent)迎来了快速发展的阶段。研究AI Agent是人类不断接近人工通用智能(AGI)的探索之一。知名AI Agent项目AutoGPT已经在GitHub的星星数已经达到 140,000 颗,进一步反映了用户对于AI Agents 项目的广泛兴趣和支持。

    随着AI Agent变得越来越易用和高效,"Agent+"的产品越来越多,未来AI Agent有望成为AI应用层的基本架构,涵盖toC和toB产品等不同领域。

     因此甲子光年推出《2024年AI Agent行业报告》,探讨AI Agent在概念变化,学术及商业界的尝试与探索,对各行业、各场景对于AIGC技术的需求进行调研及梳理,展示AI Agent领域近期的突破及商业实践范式,对未来行业的趋势进行研判。


0 个评论

要回复文章请先登录注册

Debug messages:

Template: default


Session:

Session type: db

[tlu__Anwsion] Array ( [permission] => [client_info] => [human_valid] => )


Plugins:


Loaded Class:

core_config: /data/aiquanzi/system/core/config.php

core_db: /data/aiquanzi/system/core/db.php

Zend_Db: /data/aiquanzi/system/Zend/Db.php

Zend_Db_Adapter_Abstract: /data/aiquanzi/system/Zend/Db/Adapter/Abstract.php

Zend_Db_Adapter_Mysqli: /data/aiquanzi/system/Zend/Db/Adapter/Mysqli.php

Zend_Db_Profiler: /data/aiquanzi/system/Zend/Db/Profiler.php

Zend_Db_Statement_Interface: /data/aiquanzi/system/Zend/Db/Statement/Interface.php

Zend_Db_Statement: /data/aiquanzi/system/Zend/Db/Statement.php

Zend_Db_Statement_Mysqli: /data/aiquanzi/system/Zend/Db/Statement/Mysqli.php

Zend_Registry: /data/aiquanzi/system/Zend/Registry.php

Zend_Cache: /data/aiquanzi/system/Zend/Cache.php

Zend_Cache_Backend: /data/aiquanzi/system/Zend/Cache/Backend.php

Zend_Cache_Backend_Interface: /data/aiquanzi/system/Zend/Cache/Backend/Interface.php

Zend_Cache_Backend_ExtendedInterface: /data/aiquanzi/system/Zend/Cache/Backend/ExtendedInterface.php

Zend_Db_Table_Abstract: /data/aiquanzi/system/Zend/Db/Table/Abstract.php

core_plugins: /data/aiquanzi/system/core/plugins.php

setting_class: /data/aiquanzi/models/setting.php

Zend_Db_Select: /data/aiquanzi/system/Zend/Db/Select.php

Zend_Db_Expr: /data/aiquanzi/system/Zend/Db/Expr.php

Zend_Session_Abstract: /data/aiquanzi/system/Zend/Session/Abstract.php

Zend_Session: /data/aiquanzi/system/Zend/Session.php

Zend_Session_SaveHandler_Interface: /data/aiquanzi/system/Zend/Session/SaveHandler/Interface.php

Zend_Session_SaveHandler_DbTable: /data/aiquanzi/system/Zend/Session/SaveHandler/DbTable.php

Zend_Exception: /data/aiquanzi/system/Zend/Exception.php

Zend_Session_Exception: /data/aiquanzi/system/Zend/Session/Exception.php

Zend_Db_Table_Select: /data/aiquanzi/system/Zend/Db/Table/Select.php

Zend_Db_Table_Rowset_Abstract: /data/aiquanzi/system/Zend/Db/Table/Rowset/Abstract.php

Zend_Db_Table_Rowset: /data/aiquanzi/system/Zend/Db/Table/Rowset.php

Zend_Db_Table_Row_Abstract: /data/aiquanzi/system/Zend/Db/Table/Row/Abstract.php

Zend_Db_Table_Row: /data/aiquanzi/system/Zend/Db/Table/Row.php

Zend_Session_Namespace: /data/aiquanzi/system/Zend/Session/Namespace.php

core_cache: /data/aiquanzi/system/core/cache.php

core_uri: /data/aiquanzi/system/core/uri.php

banip_class: /data/aiquanzi/models/banip.php

Zend_Validate_Interface: /data/aiquanzi/system/Zend/Validate/Interface.php

Zend_Validate: /data/aiquanzi/system/Zend/Validate.php

Zend_Loader: /data/aiquanzi/system/Zend/Loader.php

Zend_Validate_Abstract: /data/aiquanzi/system/Zend/Validate/Abstract.php

core_user: /data/aiquanzi/system/core/user.php

admin_class: /data/aiquanzi/models/admin.php

TPL: /data/aiquanzi/system/class/cls_template.inc.php

Savant3: /data/aiquanzi/system/Savant3.php

account_class: /data/aiquanzi/models/account.php

HTTP: /data/aiquanzi/system/class/cls_http.inc.php

hook_class: /data/aiquanzi/models/hook.php

plugin_class: /data/aiquanzi/models/plugin.php

PLUTPL: /data/aiquanzi/system/class/cls_plugins.inc.php

article_class: /data/aiquanzi/models/article.php

Zend_Filter_Interface: /data/aiquanzi/system/Zend/Filter/Interface.php

Zend_Filter_Digits: /data/aiquanzi/system/Zend/Filter/Digits.php

publish_class: /data/aiquanzi/models/publish.php

FORMAT: /data/aiquanzi/system/class/cls_format.inc.php

Services_BBCode: /data/aiquanzi/system/Services/BBCode.php

topic_class: /data/aiquanzi/models/topic.php

people_class: /data/aiquanzi/models/people.php

reputation_class: /data/aiquanzi/models/reputation.php

question_class: /data/aiquanzi/models/question.php

system_class: /data/aiquanzi/models/system.php

Services_Phpanalysis_Phpanalysis: /data/aiquanzi/system/Services/Phpanalysis/Phpanalysis.php

search_fulltext_class: /data/aiquanzi/models/search/fulltext.php

core_pagination: /data/aiquanzi/system/core/pagination.php

posts_class: /data/aiquanzi/models/posts.php

file_down_class: /data/aiquanzi/plugins/wc_file_down/file_down_model.php

sham_views_class: /data/aiquanzi/plugins/wc_sham_views/sham_views_model.php

article_download_class: /data/aiquanzi/plugins/wc_article_download/article_download_model.php

core_lang: /data/aiquanzi/system/core/lang.php


Database

[ Log time: 1755224784.0845 ] [ Expend time: 0.0062189102172852 ] Connect Master DB

[ Log time: 1755224784.0931 ] [ Expend time: 0.0023748874664307 ] SELECT `wecenter_system_setting`.* FROM `wecenter_system_setting`

[ Log time: 1755224784.1024 ] [ Expend time: 0.0014262199401855 ] SELECT `wecenter_nav`.`url` FROM `wecenter_nav` WHERE (is_index=1 AND status='Y') LIMIT 1

[ Log time: 1755224784.1062 ] [ Expend time: 0.0014619827270508 ] SELECT `wecenter_ban_ip`.`id` FROM `wecenter_ban_ip` WHERE (ip='216.73.216.47') LIMIT 1

[ Log time: 1755224784.1084 ] [ Expend time: 0.0014479160308838 ] SELECT `wecenter_nav`.* FROM `wecenter_nav` WHERE (status='Y') ORDER BY `sort` desc

[ Log time: 1755224784.1145 ] [ Expend time: 0.0016369819641113 ] SELECT `wecenter_hook_plugins`.`hook`, `wecenter_hook_plugins`.`plugins` FROM `wecenter_hook_plugins` WHERE (status = 1) ORDER BY `sort` DESC

[ Log time: 1755224784.1181 ] [ Expend time: 0.0023758411407471 ] SELECT `wecenter_plugins`.* FROM `wecenter_plugins` WHERE (state = 1)

[ Log time: 1755224784.1373 ] [ Expend time: 0.0014641284942627 ] SELECT `wecenter_article`.* FROM `wecenter_article` WHERE (id = 57) LIMIT 1

[ Log time: 1755224784.1407 ] [ Expend time: 0.0015110969543457 ] SELECT `wecenter_attach`.* FROM `wecenter_attach` WHERE (item_type = 'article' AND item_id = 57) ORDER BY `is_image` DESC, `id` ASC

[ Log time: 1755224784.1433 ] [ Expend time: 0.0016059875488281 ] SELECT `wecenter_users`.* FROM `wecenter_users` WHERE (is_del = 0 AND uid = 38) LIMIT 1

[ Log time: 1755224784.1446 ] [ Expend time: 0.0012590885162354 ] SELECT `wecenter_users_attrib`.* FROM `wecenter_users_attrib` WHERE (uid = 38) LIMIT 1

[ Log time: 1755224784.1466 ] [ Expend time: 0.0014278888702393 ] SELECT `wecenter_article_vote`.* FROM `wecenter_article_vote` WHERE (`type` = 'article' AND item_id = 57 AND rating = 1)

[ Log time: 1755224784.1503 ] [ Expend time: 0.0015101432800293 ] SELECT `wecenter_topic_relation`.* FROM `wecenter_topic_relation` WHERE (item_id IN(57) AND `type` = 'article')

[ Log time: 1755224784.1519 ] [ Expend time: 0.001474142074585 ] SELECT `wecenter_topic`.* FROM `wecenter_topic` WHERE (topic_id IN(6))

[ Log time: 1755224784.1542 ] [ Expend time: 0.0015358924865723 ] SELECT `wecenter_reputation_topic`.* FROM `wecenter_reputation_topic` WHERE (uid IN(38)) ORDER BY `topic_count` DESC

[ Log time: 1755224784.1559 ] [ Expend time: 0.0015552043914795 ] SELECT `wecenter_article_comments`.* FROM `wecenter_article_comments` WHERE (is_del = 0 and article_id = 57) ORDER BY `add_time` ASC LIMIT 100

[ Log time: 1755224784.1571 ] [ Expend time: 0.0010581016540527 ] SELECT COUNT(*) AS `n` FROM `wecenter_article_comments` WHERE (is_del = 0 and article_id = 57)

[ Log time: 1755224784.1645 ] [ Expend time: 0.0018310546875 ] SELECT *, MATCH(question_content_fulltext) AGAINST('' IN BOOLEAN MODE) AS score FROM wecenter_question WHERE MATCH(question_content_fulltext) AGAINST('' IN BOOLEAN MODE) LIMIT 2000

[ Log time: 1755224784.1683 ] [ Expend time: 0.0014350414276123 ] SELECT `wecenter_topic`.* FROM `wecenter_topic` WHERE (topic_id = 6) LIMIT 1

[ Log time: 1755224784.1699 ] [ Expend time: 0.0014951229095459 ] SELECT item_id FROM wecenter_topic_relation WHERE topic_id IN(6) AND `type` = '10'

[ Log time: 1755224784.1715 ] [ Expend time: 0.0016140937805176 ] SELECT topic_id FROM wecenter_topic WHERE parent_id = 6

[ Log time: 1755224784.1731 ] [ Expend time: 0.0014400482177734 ] SELECT `wecenter_topic_merge`.* FROM `wecenter_topic_merge` WHERE (target_id = 6)

[ Log time: 1755224784.1746 ] [ Expend time: 0.0015349388122559 ] SELECT `item_id`, `type` FROM wecenter_topic_relation WHERE `topic_id` IN(6)

[ Log time: 1755224784.1768 ] [ Expend time: 0.0017778873443604 ] SELECT `wecenter_posts_index`.* FROM `wecenter_posts_index` WHERE (((post_id IN (57,58,63) AND post_type = 'article') OR (post_id IN (118) AND post_type = 'question')) AND is_recommend = 1 AND is_del = 0) ORDER BY `add_time` DESC LIMIT 10

[ Log time: 1755224784.178 ] [ Expend time: 0.0011680126190186 ] SELECT COUNT(*) AS `n` FROM `wecenter_posts_index` WHERE (((post_id IN (57,58,63) AND post_type = 'article') OR (post_id IN (118) AND post_type = 'question')) AND is_recommend = 1 AND is_del = 0)

[ Log time: 1755224784.1807 ] [ Expend time: 0.0015220642089844 ] SELECT `wecenter_article_download`.* FROM `wecenter_article_download` WHERE (article_id = 57) LIMIT 1

[ Log time: 1755224784.1968 ] [ Expend time: 0.0011451244354248 ] SELECT `wecenter_users`.`avatar_file` FROM `wecenter_users` WHERE (uid=38) LIMIT 1


Cache

[ Log time: 1755224784.0998 ] Backend: File

[ Log time: 1755224784.0999 ] [ Expend time: 0.000102 ] Get Cache: crond, result type: array

[ Log time: 1755224784.0999 ] [ Expend time: 0.000012 ] Get Cache: crond_timer_half_minute, result type: boolean

[ Log time: 1755224784.0999 ] [ Expend time: 0.000009 ] Get Cache: crond_timer_minute, result type: boolean

[ Log time: 1755224784.0999 ] [ Expend time: 0.000009 ] Get Cache: crond_timer_five_minutes, result type: boolean

[ Log time: 1755224784.1 ] [ Expend time: 0.000008 ] Get Cache: crond_timer_ten_minutes, result type: boolean

[ Log time: 1755224784.1 ] [ Expend time: 0.000085 ] Get Cache: crond_timer_day, result type: integer

[ Log time: 1755224784.1002 ] [ Expend time: 0.000070 ] Get Cache: crond_timer_week, result type: integer

[ Log time: 1755224784.1117 ] [ Expend time: 0.000119 ] Get Cache: user_group_99, result type: array

[ Log time: 1755224784.156 ] [ Expend time: 0.000027 ] Get Cache: db_rows_cache_a496f51fa38f7b32fa01ecf38bcf2b1a, result type: boolean

[ Log time: 1755224784.1597 ] [ Expend time: 0.000027 ] Get Cache: question_related_list_c11f935eca0525c6af310aad2c4d9875_10, result type: boolean

[ Log time: 1755224784.1648 ] [ Expend time: 0.000286 ] Save Cache: question_related_list_c11f935eca0525c6af310aad2c4d9875_10, result type: boolean

[ Log time: 1755224784.1649 ] [ Expend time: 0.000020 ] Get Cache: update_views_article_e47c9b7e517bf1ce72a671f063adbf84_57, result type: boolean

[ Log time: 1755224784.165 ] [ Expend time: 0.000178 ] Save Cache: update_views_article_e47c9b7e517bf1ce72a671f063adbf84_57, result type: integer

[ Log time: 1755224784.1749 ] [ Expend time: 0.000025 ] Get Cache: posts_list_by_topic_ids_99ed2cb038767147a39b42b9e644ac9e, result type: boolean

[ Log time: 1755224784.1768 ] [ Expend time: 0.000023 ] Get Cache: db_rows_cache_9cd54a0aa49e300059e982ad184d511f, result type: boolean

[ Log time: 1755224784.1781 ] [ Expend time: 0.000020 ] Get Cache: posts_list_by_topic_ids_found_rows_5460b9ea1986ec386cb64df22dff37be, result type: boolean


Crond

[ Log time: 1755224784.1001 ] Tag: day, Last run time: 2025-08-15 08:37:32

[ Log time: 1755224784.1002 ] Tag: week, Last run time: 2025-08-15 06:45:04


Escape time: 0.14914417266846, 27 queries, PHP Memory usage: 6787.390625 KB, Server time: 2025-08-15 10:26:24