kayx23 commented on code in PR #12069:
URL: https://github.com/apache/apisix/pull/12069#discussion_r2009360790


##########
CHANGELOG.md:
##########
@@ -78,6 +79,67 @@ title: Changelog
 - [0.7.0](#070)
 - [0.6.0](#060)
 
+## 3.12.0
+
+### Change
+
+- refactor ai-proxy and ai-proxy-multi 
[#12030](https://github.com/apache/apisix/pull/12030)
+- replace plugin attribute with plugin metadata 
[#11940](https://github.com/apache/apisix/pull/11940)
+- each metric should have an expire time 
[#11838](https://github.com/apache/apisix/pull/11838)
+
+### Bugfixes
+
+- Fix: resync etcd when a lower revision is found 
[#12015](https://github.com/apache/apisix/pull/12015)
+- Fix: remove model options' `stream` default value 
[#12013](https://github.com/apache/apisix/pull/12013)
+- Fix: grpc-web response contains two trailer chunks 
[#11988](https://github.com/apache/apisix/pull/11988)
+- Fix: event_id is nil in chaitin-waf 
[#11651](https://github.com/apache/apisix/pull/11651)
+- Fix: race condition problem while update upstream.nodes 
[#11916](https://github.com/apache/apisix/pull/11916)
+- Fix: `upstream_obj.upstream` should not be a string 
[#11932](https://github.com/apache/apisix/pull/11932)
+- Fix: query params in override.endpoint not being sent to LLMs 
[#11863](https://github.com/apache/apisix/pull/11863)
+- Fix: corrupt data in routes() response due to healthchecker data 
[#11844](https://github.com/apache/apisix/pull/11844)
+- Fix: deepcopy should copy same table exactly only once 
[#11861](https://github.com/apache/apisix/pull/11861)
+- Fix: disallow empty key configuration attributes 
[#11852](https://github.com/apache/apisix/pull/11852)
+- Fix: etcd watch restart when receive invalid revision 
[#11833](https://github.com/apache/apisix/pull/11833)
+- Fix: missing parsed_url nil check 
[#11637](https://github.com/apache/apisix/pull/11637)
+- Fix: use `plugin.get` to fetch plugin configured in multi-auth plugin 
[#11794](https://github.com/apache/apisix/pull/11794)
+- Fix: allow special characters in uri params 
[#11788](https://github.com/apache/apisix/pull/11788)
+- Fix: add nil check to conf in body-transformer 
[#11768](https://github.com/apache/apisix/pull/11768)
+- Fix: use max_req_body_bytes field in custom_format 
[#11771](https://github.com/apache/apisix/pull/11771)
+- Fix: health checker can't be released due to health parent being released 
early [#11760](https://github.com/apache/apisix/pull/11760)
+- Fix: use right modifiedIndex for consumer when use credential 
[#11649](https://github.com/apache/apisix/pull/11649)
+
+### Core
+
+- upgrade openresty version to v1.27.11 
[#11936](https://github.com/apache/apisix/pull/11936)
+- add support for "system" ssl_trusted_certificate 
[#11809](https://github.com/apache/apisix/pull/11809)
+- support _meta.pre_function to execute custom logic before execution of each 
phase [#11793](https://github.com/apache/apisix/pull/11793)
+- support anonymous consumer 
[#11917](https://github.com/apache/apisix/pull/11917)
+- accelerate the creation of the consumer cache 
[#11840](https://github.com/apache/apisix/pull/11840)
+- replace 'string.find' with 'core.string.find' 
[#11886](https://github.com/apache/apisix/pull/11886)
+- workflow plugin registration 
[#11832](https://github.com/apache/apisix/pull/11832)
+
+### Plugins
+
+- support embeddings API [#12062](https://github.com/apache/apisix/pull/12062)
+- implement rate limiting based fallback strategy 
[#12047](https://github.com/apache/apisix/pull/12047)
+- ai-rate-limiting plugin [#12037](https://github.com/apache/apisix/pull/12037)
+- add `valid_issuers` field in `openid-connect` plugin 
[#12002](https://github.com/apache/apisix/pull/12002)
+- add ai-prompt-guard plugin 
[#12008](https://github.com/apache/apisix/pull/12008)
+- add jwt audience validator 
[#11987](https://github.com/apache/apisix/pull/11987)
+- store JWT in the request context 
[#11675](https://github.com/apache/apisix/pull/11675)
+- support proxying openai compatible LLMs 
[#12004](https://github.com/apache/apisix/pull/12004)
+- add `ai-proxy-multi` plugin 
[#11986](https://github.com/apache/apisix/pull/11986)

Review Comment:
   ```suggestion
   - add `ai-proxy-multi` plugin 
[#11986](https://github.com/apache/apisix/pull/11986) 
[#12030](https://github.com/apache/apisix/pull/12030)
   ```



##########
CHANGELOG.md:
##########
@@ -78,6 +79,67 @@ title: Changelog
 - [0.7.0](#070)
 - [0.6.0](#060)
 
+## 3.12.0
+
+### Change
+
+- refactor ai-proxy and ai-proxy-multi 
[#12030](https://github.com/apache/apisix/pull/12030)
+- replace plugin attribute with plugin metadata 
[#11940](https://github.com/apache/apisix/pull/11940)

Review Comment:
   ```suggestion
   - replace plugin attribute with plugin metadata in `opentelemetry` plugin 
[#11940](https://github.com/apache/apisix/pull/11940)
   ```



##########
CHANGELOG.md:
##########
@@ -78,6 +79,67 @@ title: Changelog
 - [0.7.0](#070)
 - [0.6.0](#060)
 
+## 3.12.0
+
+### Change
+
+- refactor ai-proxy and ai-proxy-multi 
[#12030](https://github.com/apache/apisix/pull/12030)

Review Comment:
   I think `ai-proxy-multi` does not exist in 3.11.0, so it should not be 
mentioned in "change". Only `ai-proxy` is considered a change.
   
   https://github.com/apache/apisix/pull/12055 this PR should be mentioned as 
well, it includes the change of not requiring an upstream configuration.



##########
CHANGELOG.md:
##########
@@ -78,6 +79,67 @@ title: Changelog
 - [0.7.0](#070)
 - [0.6.0](#060)
 
+## 3.12.0
+
+### Change
+
+- refactor ai-proxy and ai-proxy-multi 
[#12030](https://github.com/apache/apisix/pull/12030)
+- replace plugin attribute with plugin metadata 
[#11940](https://github.com/apache/apisix/pull/11940)
+- each metric should have an expire time 
[#11838](https://github.com/apache/apisix/pull/11838)
+
+### Bugfixes
+
+- Fix: resync etcd when a lower revision is found 
[#12015](https://github.com/apache/apisix/pull/12015)
+- Fix: remove model options' `stream` default value 
[#12013](https://github.com/apache/apisix/pull/12013)
+- Fix: grpc-web response contains two trailer chunks 
[#11988](https://github.com/apache/apisix/pull/11988)
+- Fix: event_id is nil in chaitin-waf 
[#11651](https://github.com/apache/apisix/pull/11651)
+- Fix: race condition problem while update upstream.nodes 
[#11916](https://github.com/apache/apisix/pull/11916)
+- Fix: `upstream_obj.upstream` should not be a string 
[#11932](https://github.com/apache/apisix/pull/11932)
+- Fix: query params in override.endpoint not being sent to LLMs 
[#11863](https://github.com/apache/apisix/pull/11863)
+- Fix: corrupt data in routes() response due to healthchecker data 
[#11844](https://github.com/apache/apisix/pull/11844)
+- Fix: deepcopy should copy same table exactly only once 
[#11861](https://github.com/apache/apisix/pull/11861)
+- Fix: disallow empty key configuration attributes 
[#11852](https://github.com/apache/apisix/pull/11852)
+- Fix: etcd watch restart when receive invalid revision 
[#11833](https://github.com/apache/apisix/pull/11833)
+- Fix: missing parsed_url nil check 
[#11637](https://github.com/apache/apisix/pull/11637)
+- Fix: use `plugin.get` to fetch plugin configured in multi-auth plugin 
[#11794](https://github.com/apache/apisix/pull/11794)
+- Fix: allow special characters in uri params 
[#11788](https://github.com/apache/apisix/pull/11788)
+- Fix: add nil check to conf in body-transformer 
[#11768](https://github.com/apache/apisix/pull/11768)
+- Fix: use max_req_body_bytes field in custom_format 
[#11771](https://github.com/apache/apisix/pull/11771)
+- Fix: health checker can't be released due to health parent being released 
early [#11760](https://github.com/apache/apisix/pull/11760)
+- Fix: use right modifiedIndex for consumer when use credential 
[#11649](https://github.com/apache/apisix/pull/11649)
+
+### Core
+
+- upgrade openresty version to v1.27.11 
[#11936](https://github.com/apache/apisix/pull/11936)
+- add support for "system" ssl_trusted_certificate 
[#11809](https://github.com/apache/apisix/pull/11809)

Review Comment:
   ```suggestion
   - Support the use of system-provided CA certs in `ssl_trusted_certificate` 
[#11809](https://github.com/apache/apisix/pull/11809)
   ```



##########
CHANGELOG.md:
##########
@@ -78,6 +79,67 @@ title: Changelog
 - [0.7.0](#070)
 - [0.6.0](#060)
 
+## 3.12.0
+
+### Change
+
+- refactor ai-proxy and ai-proxy-multi 
[#12030](https://github.com/apache/apisix/pull/12030)
+- replace plugin attribute with plugin metadata 
[#11940](https://github.com/apache/apisix/pull/11940)
+- each metric should have an expire time 
[#11838](https://github.com/apache/apisix/pull/11838)
+
+### Bugfixes
+
+- Fix: resync etcd when a lower revision is found 
[#12015](https://github.com/apache/apisix/pull/12015)
+- Fix: remove model options' `stream` default value 
[#12013](https://github.com/apache/apisix/pull/12013)
+- Fix: grpc-web response contains two trailer chunks 
[#11988](https://github.com/apache/apisix/pull/11988)
+- Fix: event_id is nil in chaitin-waf 
[#11651](https://github.com/apache/apisix/pull/11651)
+- Fix: race condition problem while update upstream.nodes 
[#11916](https://github.com/apache/apisix/pull/11916)
+- Fix: `upstream_obj.upstream` should not be a string 
[#11932](https://github.com/apache/apisix/pull/11932)
+- Fix: query params in override.endpoint not being sent to LLMs 
[#11863](https://github.com/apache/apisix/pull/11863)
+- Fix: corrupt data in routes() response due to healthchecker data 
[#11844](https://github.com/apache/apisix/pull/11844)
+- Fix: deepcopy should copy same table exactly only once 
[#11861](https://github.com/apache/apisix/pull/11861)
+- Fix: disallow empty key configuration attributes 
[#11852](https://github.com/apache/apisix/pull/11852)
+- Fix: etcd watch restart when receive invalid revision 
[#11833](https://github.com/apache/apisix/pull/11833)
+- Fix: missing parsed_url nil check 
[#11637](https://github.com/apache/apisix/pull/11637)
+- Fix: use `plugin.get` to fetch plugin configured in multi-auth plugin 
[#11794](https://github.com/apache/apisix/pull/11794)
+- Fix: allow special characters in uri params 
[#11788](https://github.com/apache/apisix/pull/11788)
+- Fix: add nil check to conf in body-transformer 
[#11768](https://github.com/apache/apisix/pull/11768)
+- Fix: use max_req_body_bytes field in custom_format 
[#11771](https://github.com/apache/apisix/pull/11771)
+- Fix: health checker can't be released due to health parent being released 
early [#11760](https://github.com/apache/apisix/pull/11760)
+- Fix: use right modifiedIndex for consumer when use credential 
[#11649](https://github.com/apache/apisix/pull/11649)
+
+### Core
+
+- upgrade openresty version to v1.27.11 
[#11936](https://github.com/apache/apisix/pull/11936)
+- add support for "system" ssl_trusted_certificate 
[#11809](https://github.com/apache/apisix/pull/11809)
+- support _meta.pre_function to execute custom logic before execution of each 
phase [#11793](https://github.com/apache/apisix/pull/11793)
+- support anonymous consumer 
[#11917](https://github.com/apache/apisix/pull/11917)
+- accelerate the creation of the consumer cache 
[#11840](https://github.com/apache/apisix/pull/11840)
+- replace 'string.find' with 'core.string.find' 
[#11886](https://github.com/apache/apisix/pull/11886)
+- workflow plugin registration 
[#11832](https://github.com/apache/apisix/pull/11832)
+
+### Plugins
+
+- support embeddings API [#12062](https://github.com/apache/apisix/pull/12062)
+- implement rate limiting based fallback strategy 
[#12047](https://github.com/apache/apisix/pull/12047)
+- ai-rate-limiting plugin [#12037](https://github.com/apache/apisix/pull/12037)
+- add `valid_issuers` field in `openid-connect` plugin 
[#12002](https://github.com/apache/apisix/pull/12002)
+- add ai-prompt-guard plugin 
[#12008](https://github.com/apache/apisix/pull/12008)
+- add jwt audience validator 
[#11987](https://github.com/apache/apisix/pull/11987)
+- store JWT in the request context 
[#11675](https://github.com/apache/apisix/pull/11675)
+- support proxying openai compatible LLMs 
[#12004](https://github.com/apache/apisix/pull/12004)
+- add `ai-proxy-multi` plugin 
[#11986](https://github.com/apache/apisix/pull/11986)

Review Comment:
   https://github.com/apache/apisix/pull/12055 is also relevant



##########
CHANGELOG.md:
##########
@@ -78,6 +79,67 @@ title: Changelog
 - [0.7.0](#070)
 - [0.6.0](#060)
 
+## 3.12.0
+
+### Change
+
+- refactor ai-proxy and ai-proxy-multi 
[#12030](https://github.com/apache/apisix/pull/12030)
+- replace plugin attribute with plugin metadata 
[#11940](https://github.com/apache/apisix/pull/11940)
+- each metric should have an expire time 
[#11838](https://github.com/apache/apisix/pull/11838)

Review Comment:
   ```suggestion
   - add Expiration Time for All Prometheus Metric 
[#11838](https://github.com/apache/apisix/pull/11838)
   ```



##########
CHANGELOG.md:
##########
@@ -78,6 +79,67 @@ title: Changelog
 - [0.7.0](#070)
 - [0.6.0](#060)
 
+## 3.12.0
+
+### Change
+
+- refactor ai-proxy and ai-proxy-multi 
[#12030](https://github.com/apache/apisix/pull/12030)
+- replace plugin attribute with plugin metadata 
[#11940](https://github.com/apache/apisix/pull/11940)
+- each metric should have an expire time 
[#11838](https://github.com/apache/apisix/pull/11838)
+
+### Bugfixes
+
+- Fix: resync etcd when a lower revision is found 
[#12015](https://github.com/apache/apisix/pull/12015)
+- Fix: remove model options' `stream` default value 
[#12013](https://github.com/apache/apisix/pull/12013)
+- Fix: grpc-web response contains two trailer chunks 
[#11988](https://github.com/apache/apisix/pull/11988)
+- Fix: event_id is nil in chaitin-waf 
[#11651](https://github.com/apache/apisix/pull/11651)
+- Fix: race condition problem while update upstream.nodes 
[#11916](https://github.com/apache/apisix/pull/11916)
+- Fix: `upstream_obj.upstream` should not be a string 
[#11932](https://github.com/apache/apisix/pull/11932)
+- Fix: query params in override.endpoint not being sent to LLMs 
[#11863](https://github.com/apache/apisix/pull/11863)
+- Fix: corrupt data in routes() response due to healthchecker data 
[#11844](https://github.com/apache/apisix/pull/11844)
+- Fix: deepcopy should copy same table exactly only once 
[#11861](https://github.com/apache/apisix/pull/11861)
+- Fix: disallow empty key configuration attributes 
[#11852](https://github.com/apache/apisix/pull/11852)
+- Fix: etcd watch restart when receive invalid revision 
[#11833](https://github.com/apache/apisix/pull/11833)
+- Fix: missing parsed_url nil check 
[#11637](https://github.com/apache/apisix/pull/11637)
+- Fix: use `plugin.get` to fetch plugin configured in multi-auth plugin 
[#11794](https://github.com/apache/apisix/pull/11794)
+- Fix: allow special characters in uri params 
[#11788](https://github.com/apache/apisix/pull/11788)
+- Fix: add nil check to conf in body-transformer 
[#11768](https://github.com/apache/apisix/pull/11768)
+- Fix: use max_req_body_bytes field in custom_format 
[#11771](https://github.com/apache/apisix/pull/11771)
+- Fix: health checker can't be released due to health parent being released 
early [#11760](https://github.com/apache/apisix/pull/11760)
+- Fix: use right modifiedIndex for consumer when use credential 
[#11649](https://github.com/apache/apisix/pull/11649)
+
+### Core
+
+- upgrade openresty version to v1.27.11 
[#11936](https://github.com/apache/apisix/pull/11936)
+- add support for "system" ssl_trusted_certificate 
[#11809](https://github.com/apache/apisix/pull/11809)
+- support _meta.pre_function to execute custom logic before execution of each 
phase [#11793](https://github.com/apache/apisix/pull/11793)
+- support anonymous consumer 
[#11917](https://github.com/apache/apisix/pull/11917)
+- accelerate the creation of the consumer cache 
[#11840](https://github.com/apache/apisix/pull/11840)
+- replace 'string.find' with 'core.string.find' 
[#11886](https://github.com/apache/apisix/pull/11886)
+- workflow plugin registration 
[#11832](https://github.com/apache/apisix/pull/11832)
+
+### Plugins
+
+- support embeddings API [#12062](https://github.com/apache/apisix/pull/12062)
+- implement rate limiting based fallback strategy 
[#12047](https://github.com/apache/apisix/pull/12047)
+- ai-rate-limiting plugin [#12037](https://github.com/apache/apisix/pull/12037)
+- add `valid_issuers` field in `openid-connect` plugin 
[#12002](https://github.com/apache/apisix/pull/12002)
+- add ai-prompt-guard plugin 
[#12008](https://github.com/apache/apisix/pull/12008)
+- add jwt audience validator 
[#11987](https://github.com/apache/apisix/pull/11987)
+- store JWT in the request context 
[#11675](https://github.com/apache/apisix/pull/11675)
+- support proxying openai compatible LLMs 
[#12004](https://github.com/apache/apisix/pull/12004)
+- add `ai-proxy-multi` plugin 
[#11986](https://github.com/apache/apisix/pull/11986)
+- make rate-limit response headers configurable 
[#11831](https://github.com/apache/apisix/pull/11831)
+- allow workflow config without case 
[#11787](https://github.com/apache/apisix/pull/11787)
+- support mulipart content-type in `body-transformer` 
[#11767](https://github.com/apache/apisix/pull/11767)
+- plugins in multi-auth returns error instead of logging it 
[#11775](https://github.com/apache/apisix/pull/11775)
+- support configuring `key_claim_name` 
[#11772](https://github.com/apache/apisix/pull/11772)
+- add Total request per second panel in grafana dashboard 
[#11692](https://github.com/apache/apisix/pull/11692)
+- add ai-rag plugin [#11568](https://github.com/apache/apisix/pull/11568)
+- add ai-content-moderation plugin 
[#11541](https://github.com/apache/apisix/pull/11541)
+- use setmetatable to set hidden variables without effecting serialisation 
[#11770](https://github.com/apache/apisix/pull/11770)
+- rectify business logic/code in ai-proxy 
[#12055](https://github.com/apache/apisix/pull/12055)

Review Comment:
   maybe no need to mention independently given the above?



##########
CHANGELOG.md:
##########
@@ -78,6 +79,67 @@ title: Changelog
 - [0.7.0](#070)
 - [0.6.0](#060)
 
+## 3.12.0
+
+### Change
+
+- refactor ai-proxy and ai-proxy-multi 
[#12030](https://github.com/apache/apisix/pull/12030)
+- replace plugin attribute with plugin metadata 
[#11940](https://github.com/apache/apisix/pull/11940)
+- each metric should have an expire time 
[#11838](https://github.com/apache/apisix/pull/11838)
+
+### Bugfixes
+
+- Fix: resync etcd when a lower revision is found 
[#12015](https://github.com/apache/apisix/pull/12015)
+- Fix: remove model options' `stream` default value 
[#12013](https://github.com/apache/apisix/pull/12013)
+- Fix: grpc-web response contains two trailer chunks 
[#11988](https://github.com/apache/apisix/pull/11988)
+- Fix: event_id is nil in chaitin-waf 
[#11651](https://github.com/apache/apisix/pull/11651)
+- Fix: race condition problem while update upstream.nodes 
[#11916](https://github.com/apache/apisix/pull/11916)
+- Fix: `upstream_obj.upstream` should not be a string 
[#11932](https://github.com/apache/apisix/pull/11932)
+- Fix: query params in override.endpoint not being sent to LLMs 
[#11863](https://github.com/apache/apisix/pull/11863)
+- Fix: corrupt data in routes() response due to healthchecker data 
[#11844](https://github.com/apache/apisix/pull/11844)
+- Fix: deepcopy should copy same table exactly only once 
[#11861](https://github.com/apache/apisix/pull/11861)
+- Fix: disallow empty key configuration attributes 
[#11852](https://github.com/apache/apisix/pull/11852)
+- Fix: etcd watch restart when receive invalid revision 
[#11833](https://github.com/apache/apisix/pull/11833)
+- Fix: missing parsed_url nil check 
[#11637](https://github.com/apache/apisix/pull/11637)
+- Fix: use `plugin.get` to fetch plugin configured in multi-auth plugin 
[#11794](https://github.com/apache/apisix/pull/11794)
+- Fix: allow special characters in uri params 
[#11788](https://github.com/apache/apisix/pull/11788)
+- Fix: add nil check to conf in body-transformer 
[#11768](https://github.com/apache/apisix/pull/11768)
+- Fix: use max_req_body_bytes field in custom_format 
[#11771](https://github.com/apache/apisix/pull/11771)
+- Fix: health checker can't be released due to health parent being released 
early [#11760](https://github.com/apache/apisix/pull/11760)
+- Fix: use right modifiedIndex for consumer when use credential 
[#11649](https://github.com/apache/apisix/pull/11649)
+
+### Core
+
+- upgrade openresty version to v1.27.11 
[#11936](https://github.com/apache/apisix/pull/11936)
+- add support for "system" ssl_trusted_certificate 
[#11809](https://github.com/apache/apisix/pull/11809)
+- support _meta.pre_function to execute custom logic before execution of each 
phase [#11793](https://github.com/apache/apisix/pull/11793)
+- support anonymous consumer 
[#11917](https://github.com/apache/apisix/pull/11917)
+- accelerate the creation of the consumer cache 
[#11840](https://github.com/apache/apisix/pull/11840)
+- replace 'string.find' with 'core.string.find' 
[#11886](https://github.com/apache/apisix/pull/11886)
+- workflow plugin registration 
[#11832](https://github.com/apache/apisix/pull/11832)
+
+### Plugins
+
+- support embeddings API [#12062](https://github.com/apache/apisix/pull/12062)

Review Comment:
   this PR should also be mentioned with `ai-proxy` CHANGE as well.



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