membphis commented on code in PR #12036:
URL: https://github.com/apache/apisix/pull/12036#discussion_r2002630341


##########
apisix/plugins/ai-request-rewrite.lua:
##########
@@ -0,0 +1,225 @@
+--
+-- Licensed to the Apache Software Foundation (ASF) under one or more
+-- contributor license agreements.  See the NOTICE file distributed with
+-- this work for additional information regarding copyright ownership.
+-- The ASF licenses this file to You under the Apache License, Version 2.0
+-- (the "License"); you may not use this file except in compliance with
+-- the License.  You may obtain a copy of the License at
+--
+--     http://www.apache.org/licenses/LICENSE-2.0
+--
+-- Unless required by applicable law or agreed to in writing, software
+-- distributed under the License is distributed on an "AS IS" BASIS,
+-- WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+-- See the License for the specific language governing permissions and
+-- limitations under the License.
+--
+local core = require("apisix.core")
+local ngx = ngx
+
+local require = require
+
+local plugin_name = "ai-request-rewrite"
+
+local bad_request = ngx.HTTP_BAD_REQUEST
+local internal_server_error = ngx.HTTP_INTERNAL_SERVER_ERROR
+
+
+local auth_item_schema = {
+    type = "object",
+    patternProperties = {
+        ["^[a-zA-Z0-9._-]+$"] = {
+            type = "string"
+        }
+    }
+}
+
+local auth_schema = {
+    type = "object",
+    properties = {
+        header = auth_item_schema,
+        query = auth_item_schema
+    },
+    additionalProperties = false
+}
+
+local model_options_schema = {
+    description = "Key/value settings for the model",
+    type = "object",
+    properties = {
+        model = {
+            type = "string",
+            description = "Model to execute. Examples: \"gpt-3.5-turbo\" for 
openai, " ..
+            "\"deepseek-chat\" for deekseek, or \"qwen-turbo\" for 
openai-compatible services"
+        }
+    },
+    additionalProperties = true
+}
+
+local schema = {
+    type = "object",
+    properties = {
+        prompt = {
+            type = "string",
+            description = "The prompt to rewrite client request."
+        },
+        provider = {
+            type = "string",
+            description = "Name of the AI service provider.",
+            enum = {"openai", "openai-compatible", "deepseek"} -- add more 
providers later
+        },
+        auth = auth_schema,
+        options = model_options_schema,
+        timeout = {
+            type = "integer",
+            minimum = 1,
+            maximum = 60000,
+            default = 30000,
+            description = "Total timeout in milliseconds for requests to LLM 
service, " ..
+            "including connect, send, and read timeouts."
+        },
+        keepalive = {
+            type = "boolean",
+            default = true
+        },
+        keepalive_pool = {
+            type = "integer",
+            minimum = 1,
+            default = 30
+        },
+        ssl_verify = {
+            type = "boolean",
+            default = true
+        },
+        override = {
+            type = "object",
+            properties = {
+                endpoint = {
+                    type = "string",
+                    description = "To be specified to override " ..
+                    "the endpoint of the AI service provider."
+                }
+            }
+        }
+    },
+    required = {"prompt", "provider", "auth"}
+}
+
+local _M = {
+    version = 0.1,
+    priority = 1073,
+    name = plugin_name,
+    schema = schema
+}
+
+local function proxy_request_to_llm(conf, request_table, ctx)
+    local ai_driver = require("apisix.plugins.ai-drivers." .. conf.provider)

Review Comment:
   it may fail



##########
apisix/plugins/ai-request-rewrite.lua:
##########
@@ -0,0 +1,225 @@
+--
+-- Licensed to the Apache Software Foundation (ASF) under one or more
+-- contributor license agreements.  See the NOTICE file distributed with
+-- this work for additional information regarding copyright ownership.
+-- The ASF licenses this file to You under the Apache License, Version 2.0
+-- (the "License"); you may not use this file except in compliance with
+-- the License.  You may obtain a copy of the License at
+--
+--     http://www.apache.org/licenses/LICENSE-2.0
+--
+-- Unless required by applicable law or agreed to in writing, software
+-- distributed under the License is distributed on an "AS IS" BASIS,
+-- WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+-- See the License for the specific language governing permissions and
+-- limitations under the License.
+--
+local core = require("apisix.core")
+local ngx = ngx
+
+local require = require
+
+local plugin_name = "ai-request-rewrite"
+
+local bad_request = ngx.HTTP_BAD_REQUEST
+local internal_server_error = ngx.HTTP_INTERNAL_SERVER_ERROR
+
+
+local auth_item_schema = {
+    type = "object",
+    patternProperties = {
+        ["^[a-zA-Z0-9._-]+$"] = {
+            type = "string"
+        }
+    }
+}
+
+local auth_schema = {
+    type = "object",
+    properties = {
+        header = auth_item_schema,
+        query = auth_item_schema
+    },
+    additionalProperties = false
+}
+
+local model_options_schema = {
+    description = "Key/value settings for the model",
+    type = "object",
+    properties = {
+        model = {
+            type = "string",
+            description = "Model to execute. Examples: \"gpt-3.5-turbo\" for 
openai, " ..
+            "\"deepseek-chat\" for deekseek, or \"qwen-turbo\" for 
openai-compatible services"
+        }
+    },
+    additionalProperties = true
+}
+
+local schema = {
+    type = "object",
+    properties = {
+        prompt = {
+            type = "string",
+            description = "The prompt to rewrite client request."
+        },
+        provider = {
+            type = "string",
+            description = "Name of the AI service provider.",
+            enum = {"openai", "openai-compatible", "deepseek"} -- add more 
providers later
+        },
+        auth = auth_schema,
+        options = model_options_schema,
+        timeout = {
+            type = "integer",
+            minimum = 1,
+            maximum = 60000,
+            default = 30000,
+            description = "Total timeout in milliseconds for requests to LLM 
service, " ..
+            "including connect, send, and read timeouts."
+        },
+        keepalive = {
+            type = "boolean",
+            default = true
+        },
+        keepalive_pool = {
+            type = "integer",
+            minimum = 1,
+            default = 30
+        },
+        ssl_verify = {
+            type = "boolean",
+            default = true
+        },
+        override = {
+            type = "object",
+            properties = {
+                endpoint = {
+                    type = "string",
+                    description = "To be specified to override " ..
+                    "the endpoint of the AI service provider."
+                }
+            }
+        }
+    },
+    required = {"prompt", "provider", "auth"}
+}
+
+local _M = {
+    version = 0.1,
+    priority = 1073,
+    name = plugin_name,
+    schema = schema
+}
+
+local function proxy_request_to_llm(conf, request_table, ctx)
+    local ai_driver = require("apisix.plugins.ai-drivers." .. conf.provider)
+
+    local extra_opts = {
+        endpoint = core.table.try_read_attr(conf, "override", "endpoint"),
+        query_params = conf.auth.query or {},
+        headers = (conf.auth.header or {}),
+        model_options = conf.options
+    }
+
+    local res, err, httpc = ai_driver:request(conf, request_table, extra_opts)
+
+    if not res then return nil, err, nil end
+    return res, nil, httpc
+end
+
+
+local function parse_llm_response(res_body)
+    local response_table, err = core.json.decode(res_body)
+
+    if not response_table then
+        return nil, "failed to decode llm response " .. ", err: " .. err
+    end
+
+    if not response_table.choices then
+        return nil, "'choices' not in llm response"
+    end
+
+    local message = response_table.choices[1].message
+    if not message then
+        return nil, "'message' not in llm response choices"
+    end
+
+    return message.content, nil
+end
+
+
+function _M.check_schema(conf)
+    -- openai-compatible should be used with override.endpoint
+    if conf.provider == "openai-compatible" then
+        local override = conf.override
+
+        if not override or not override.endpoint then
+            return false, "override.endpoint is required for openai-compatible 
provider"
+        end
+    end
+
+    return core.schema.check(schema, conf)
+end
+
+
+function _M.access(conf, ctx)
+    local client_request_table, err = core.request.get_body()

Review Comment:
   bad name `client_request_table`



##########
apisix/plugins/ai-request-rewrite.lua:
##########
@@ -0,0 +1,225 @@
+--
+-- Licensed to the Apache Software Foundation (ASF) under one or more
+-- contributor license agreements.  See the NOTICE file distributed with
+-- this work for additional information regarding copyright ownership.
+-- The ASF licenses this file to You under the Apache License, Version 2.0
+-- (the "License"); you may not use this file except in compliance with
+-- the License.  You may obtain a copy of the License at
+--
+--     http://www.apache.org/licenses/LICENSE-2.0
+--
+-- Unless required by applicable law or agreed to in writing, software
+-- distributed under the License is distributed on an "AS IS" BASIS,
+-- WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+-- See the License for the specific language governing permissions and
+-- limitations under the License.
+--
+local core = require("apisix.core")
+local ngx = ngx
+
+local require = require
+
+local plugin_name = "ai-request-rewrite"
+
+local bad_request = ngx.HTTP_BAD_REQUEST

Review Comment:
   bad name style, it should be `HTTP_BAD_REQUEST`



##########
apisix/plugins/ai-request-rewrite.lua:
##########
@@ -0,0 +1,225 @@
+--
+-- Licensed to the Apache Software Foundation (ASF) under one or more
+-- contributor license agreements.  See the NOTICE file distributed with
+-- this work for additional information regarding copyright ownership.
+-- The ASF licenses this file to You under the Apache License, Version 2.0
+-- (the "License"); you may not use this file except in compliance with
+-- the License.  You may obtain a copy of the License at
+--
+--     http://www.apache.org/licenses/LICENSE-2.0
+--
+-- Unless required by applicable law or agreed to in writing, software
+-- distributed under the License is distributed on an "AS IS" BASIS,
+-- WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+-- See the License for the specific language governing permissions and
+-- limitations under the License.
+--
+local core = require("apisix.core")
+local ngx = ngx

Review Comment:
   local req_set_body_data = ngx.req.set_body_data



##########
apisix/plugins/ai-request-rewrite.lua:
##########
@@ -0,0 +1,225 @@
+--
+-- Licensed to the Apache Software Foundation (ASF) under one or more
+-- contributor license agreements.  See the NOTICE file distributed with
+-- this work for additional information regarding copyright ownership.
+-- The ASF licenses this file to You under the Apache License, Version 2.0
+-- (the "License"); you may not use this file except in compliance with
+-- the License.  You may obtain a copy of the License at
+--
+--     http://www.apache.org/licenses/LICENSE-2.0
+--
+-- Unless required by applicable law or agreed to in writing, software
+-- distributed under the License is distributed on an "AS IS" BASIS,
+-- WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+-- See the License for the specific language governing permissions and
+-- limitations under the License.
+--
+local core = require("apisix.core")
+local ngx = ngx
+
+local require = require
+
+local plugin_name = "ai-request-rewrite"
+
+local bad_request = ngx.HTTP_BAD_REQUEST
+local internal_server_error = ngx.HTTP_INTERNAL_SERVER_ERROR
+
+
+local auth_item_schema = {
+    type = "object",
+    patternProperties = {
+        ["^[a-zA-Z0-9._-]+$"] = {
+            type = "string"
+        }
+    }
+}
+
+local auth_schema = {
+    type = "object",
+    properties = {
+        header = auth_item_schema,
+        query = auth_item_schema
+    },
+    additionalProperties = false
+}
+
+local model_options_schema = {
+    description = "Key/value settings for the model",
+    type = "object",
+    properties = {
+        model = {
+            type = "string",
+            description = "Model to execute. Examples: \"gpt-3.5-turbo\" for 
openai, " ..
+            "\"deepseek-chat\" for deekseek, or \"qwen-turbo\" for 
openai-compatible services"
+        }
+    },
+    additionalProperties = true
+}
+
+local schema = {
+    type = "object",
+    properties = {
+        prompt = {
+            type = "string",
+            description = "The prompt to rewrite client request."
+        },
+        provider = {
+            type = "string",
+            description = "Name of the AI service provider.",
+            enum = {"openai", "openai-compatible", "deepseek"} -- add more 
providers later
+        },
+        auth = auth_schema,
+        options = model_options_schema,
+        timeout = {
+            type = "integer",
+            minimum = 1,
+            maximum = 60000,
+            default = 30000,
+            description = "Total timeout in milliseconds for requests to LLM 
service, " ..
+            "including connect, send, and read timeouts."
+        },
+        keepalive = {
+            type = "boolean",
+            default = true
+        },
+        keepalive_pool = {
+            type = "integer",
+            minimum = 1,
+            default = 30
+        },
+        ssl_verify = {
+            type = "boolean",
+            default = true
+        },
+        override = {
+            type = "object",
+            properties = {
+                endpoint = {
+                    type = "string",
+                    description = "To be specified to override " ..
+                    "the endpoint of the AI service provider."
+                }
+            }
+        }
+    },
+    required = {"prompt", "provider", "auth"}
+}
+
+local _M = {
+    version = 0.1,
+    priority = 1073,
+    name = plugin_name,
+    schema = schema
+}
+
+local function proxy_request_to_llm(conf, request_table, ctx)

Review Comment:
   use `request_to_llm` is suitable for this plugin



##########
apisix/plugins/ai-request-rewrite.lua:
##########
@@ -0,0 +1,225 @@
+--
+-- Licensed to the Apache Software Foundation (ASF) under one or more
+-- contributor license agreements.  See the NOTICE file distributed with
+-- this work for additional information regarding copyright ownership.
+-- The ASF licenses this file to You under the Apache License, Version 2.0
+-- (the "License"); you may not use this file except in compliance with
+-- the License.  You may obtain a copy of the License at
+--
+--     http://www.apache.org/licenses/LICENSE-2.0
+--
+-- Unless required by applicable law or agreed to in writing, software
+-- distributed under the License is distributed on an "AS IS" BASIS,
+-- WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+-- See the License for the specific language governing permissions and
+-- limitations under the License.
+--
+local core = require("apisix.core")
+local ngx = ngx
+
+local require = require
+
+local plugin_name = "ai-request-rewrite"
+
+local bad_request = ngx.HTTP_BAD_REQUEST
+local internal_server_error = ngx.HTTP_INTERNAL_SERVER_ERROR
+
+
+local auth_item_schema = {
+    type = "object",
+    patternProperties = {
+        ["^[a-zA-Z0-9._-]+$"] = {
+            type = "string"
+        }
+    }
+}
+
+local auth_schema = {
+    type = "object",
+    properties = {
+        header = auth_item_schema,
+        query = auth_item_schema
+    },
+    additionalProperties = false
+}
+
+local model_options_schema = {
+    description = "Key/value settings for the model",
+    type = "object",
+    properties = {
+        model = {
+            type = "string",
+            description = "Model to execute. Examples: \"gpt-3.5-turbo\" for 
openai, " ..
+            "\"deepseek-chat\" for deekseek, or \"qwen-turbo\" for 
openai-compatible services"
+        }
+    },
+    additionalProperties = true
+}
+
+local schema = {
+    type = "object",
+    properties = {
+        prompt = {
+            type = "string",
+            description = "The prompt to rewrite client request."
+        },
+        provider = {
+            type = "string",
+            description = "Name of the AI service provider.",
+            enum = {"openai", "openai-compatible", "deepseek"} -- add more 
providers later
+        },
+        auth = auth_schema,
+        options = model_options_schema,
+        timeout = {
+            type = "integer",
+            minimum = 1,
+            maximum = 60000,
+            default = 30000,
+            description = "Total timeout in milliseconds for requests to LLM 
service, " ..
+            "including connect, send, and read timeouts."
+        },
+        keepalive = {
+            type = "boolean",
+            default = true
+        },
+        keepalive_pool = {
+            type = "integer",
+            minimum = 1,
+            default = 30
+        },
+        ssl_verify = {
+            type = "boolean",
+            default = true
+        },
+        override = {
+            type = "object",
+            properties = {
+                endpoint = {
+                    type = "string",
+                    description = "To be specified to override " ..
+                    "the endpoint of the AI service provider."
+                }
+            }
+        }
+    },
+    required = {"prompt", "provider", "auth"}
+}
+
+local _M = {
+    version = 0.1,
+    priority = 1073,
+    name = plugin_name,
+    schema = schema
+}
+
+local function proxy_request_to_llm(conf, request_table, ctx)
+    local ai_driver = require("apisix.plugins.ai-drivers." .. conf.provider)
+
+    local extra_opts = {
+        endpoint = core.table.try_read_attr(conf, "override", "endpoint"),
+        query_params = conf.auth.query or {},
+        headers = (conf.auth.header or {}),
+        model_options = conf.options
+    }
+
+    local res, err, httpc = ai_driver:request(conf, request_table, extra_opts)
+
+    if not res then return nil, err, nil end

Review Comment:
   ugly



##########
apisix/plugins/ai-request-rewrite.lua:
##########
@@ -0,0 +1,225 @@
+--
+-- Licensed to the Apache Software Foundation (ASF) under one or more
+-- contributor license agreements.  See the NOTICE file distributed with
+-- this work for additional information regarding copyright ownership.
+-- The ASF licenses this file to You under the Apache License, Version 2.0
+-- (the "License"); you may not use this file except in compliance with
+-- the License.  You may obtain a copy of the License at
+--
+--     http://www.apache.org/licenses/LICENSE-2.0
+--
+-- Unless required by applicable law or agreed to in writing, software
+-- distributed under the License is distributed on an "AS IS" BASIS,
+-- WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+-- See the License for the specific language governing permissions and
+-- limitations under the License.
+--
+local core = require("apisix.core")
+local ngx = ngx
+
+local require = require
+
+local plugin_name = "ai-request-rewrite"
+
+local bad_request = ngx.HTTP_BAD_REQUEST
+local internal_server_error = ngx.HTTP_INTERNAL_SERVER_ERROR
+
+
+local auth_item_schema = {
+    type = "object",
+    patternProperties = {
+        ["^[a-zA-Z0-9._-]+$"] = {
+            type = "string"
+        }
+    }
+}
+
+local auth_schema = {
+    type = "object",
+    properties = {
+        header = auth_item_schema,
+        query = auth_item_schema
+    },
+    additionalProperties = false
+}
+
+local model_options_schema = {
+    description = "Key/value settings for the model",
+    type = "object",
+    properties = {
+        model = {
+            type = "string",
+            description = "Model to execute. Examples: \"gpt-3.5-turbo\" for 
openai, " ..
+            "\"deepseek-chat\" for deekseek, or \"qwen-turbo\" for 
openai-compatible services"
+        }
+    },
+    additionalProperties = true
+}
+
+local schema = {
+    type = "object",
+    properties = {
+        prompt = {
+            type = "string",
+            description = "The prompt to rewrite client request."
+        },
+        provider = {
+            type = "string",
+            description = "Name of the AI service provider.",
+            enum = {"openai", "openai-compatible", "deepseek"} -- add more 
providers later
+        },
+        auth = auth_schema,
+        options = model_options_schema,
+        timeout = {
+            type = "integer",
+            minimum = 1,
+            maximum = 60000,
+            default = 30000,
+            description = "Total timeout in milliseconds for requests to LLM 
service, " ..
+            "including connect, send, and read timeouts."
+        },
+        keepalive = {
+            type = "boolean",
+            default = true
+        },
+        keepalive_pool = {
+            type = "integer",
+            minimum = 1,
+            default = 30
+        },
+        ssl_verify = {
+            type = "boolean",
+            default = true
+        },
+        override = {
+            type = "object",
+            properties = {
+                endpoint = {
+                    type = "string",
+                    description = "To be specified to override " ..
+                    "the endpoint of the AI service provider."
+                }
+            }
+        }
+    },
+    required = {"prompt", "provider", "auth"}
+}
+
+local _M = {
+    version = 0.1,
+    priority = 1073,
+    name = plugin_name,
+    schema = schema
+}
+
+local function proxy_request_to_llm(conf, request_table, ctx)
+    local ai_driver = require("apisix.plugins.ai-drivers." .. conf.provider)
+
+    local extra_opts = {
+        endpoint = core.table.try_read_attr(conf, "override", "endpoint"),
+        query_params = conf.auth.query or {},
+        headers = (conf.auth.header or {}),
+        model_options = conf.options
+    }
+
+    local res, err, httpc = ai_driver:request(conf, request_table, extra_opts)
+
+    if not res then return nil, err, nil end
+    return res, nil, httpc
+end
+
+
+local function parse_llm_response(res_body)
+    local response_table, err = core.json.decode(res_body)
+
+    if not response_table then
+        return nil, "failed to decode llm response " .. ", err: " .. err
+    end
+
+    if not response_table.choices then
+        return nil, "'choices' not in llm response"
+    end
+
+    local message = response_table.choices[1].message
+    if not message then
+        return nil, "'message' not in llm response choices"
+    end
+
+    return message.content, nil
+end
+
+
+function _M.check_schema(conf)
+    -- openai-compatible should be used with override.endpoint
+    if conf.provider == "openai-compatible" then
+        local override = conf.override
+
+        if not override or not override.endpoint then
+            return false, "override.endpoint is required for openai-compatible 
provider"
+        end
+    end
+
+    return core.schema.check(schema, conf)
+end
+
+
+function _M.access(conf, ctx)
+    local client_request_table, err = core.request.get_body()
+    if not client_request_table then

Review Comment:
   ```suggestion
       if not err then
   ```



##########
apisix/plugins/ai-request-rewrite.lua:
##########
@@ -0,0 +1,225 @@
+--
+-- Licensed to the Apache Software Foundation (ASF) under one or more
+-- contributor license agreements.  See the NOTICE file distributed with
+-- this work for additional information regarding copyright ownership.
+-- The ASF licenses this file to You under the Apache License, Version 2.0
+-- (the "License"); you may not use this file except in compliance with
+-- the License.  You may obtain a copy of the License at
+--
+--     http://www.apache.org/licenses/LICENSE-2.0
+--
+-- Unless required by applicable law or agreed to in writing, software
+-- distributed under the License is distributed on an "AS IS" BASIS,
+-- WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+-- See the License for the specific language governing permissions and
+-- limitations under the License.
+--
+local core = require("apisix.core")
+local ngx = ngx
+
+local require = require
+
+local plugin_name = "ai-request-rewrite"
+
+local bad_request = ngx.HTTP_BAD_REQUEST
+local internal_server_error = ngx.HTTP_INTERNAL_SERVER_ERROR
+
+
+local auth_item_schema = {
+    type = "object",
+    patternProperties = {
+        ["^[a-zA-Z0-9._-]+$"] = {
+            type = "string"
+        }
+    }
+}
+
+local auth_schema = {
+    type = "object",
+    properties = {
+        header = auth_item_schema,
+        query = auth_item_schema
+    },
+    additionalProperties = false
+}
+
+local model_options_schema = {
+    description = "Key/value settings for the model",
+    type = "object",
+    properties = {
+        model = {
+            type = "string",
+            description = "Model to execute. Examples: \"gpt-3.5-turbo\" for 
openai, " ..
+            "\"deepseek-chat\" for deekseek, or \"qwen-turbo\" for 
openai-compatible services"
+        }
+    },
+    additionalProperties = true
+}
+
+local schema = {
+    type = "object",
+    properties = {
+        prompt = {
+            type = "string",
+            description = "The prompt to rewrite client request."
+        },
+        provider = {
+            type = "string",
+            description = "Name of the AI service provider.",
+            enum = {"openai", "openai-compatible", "deepseek"} -- add more 
providers later
+        },
+        auth = auth_schema,
+        options = model_options_schema,
+        timeout = {
+            type = "integer",
+            minimum = 1,
+            maximum = 60000,
+            default = 30000,
+            description = "Total timeout in milliseconds for requests to LLM 
service, " ..
+            "including connect, send, and read timeouts."
+        },
+        keepalive = {
+            type = "boolean",
+            default = true
+        },
+        keepalive_pool = {
+            type = "integer",
+            minimum = 1,
+            default = 30
+        },
+        ssl_verify = {
+            type = "boolean",
+            default = true
+        },
+        override = {
+            type = "object",
+            properties = {
+                endpoint = {
+                    type = "string",
+                    description = "To be specified to override " ..
+                    "the endpoint of the AI service provider."
+                }
+            }
+        }
+    },
+    required = {"prompt", "provider", "auth"}
+}
+
+local _M = {
+    version = 0.1,
+    priority = 1073,
+    name = plugin_name,
+    schema = schema
+}
+
+local function proxy_request_to_llm(conf, request_table, ctx)
+    local ai_driver = require("apisix.plugins.ai-drivers." .. conf.provider)
+
+    local extra_opts = {
+        endpoint = core.table.try_read_attr(conf, "override", "endpoint"),
+        query_params = conf.auth.query or {},
+        headers = (conf.auth.header or {}),
+        model_options = conf.options
+    }
+
+    local res, err, httpc = ai_driver:request(conf, request_table, extra_opts)
+
+    if not res then return nil, err, nil end
+    return res, nil, httpc
+end
+
+
+local function parse_llm_response(res_body)
+    local response_table, err = core.json.decode(res_body)

Review Comment:
   
   ```lua
       local response_table, err = core.json.decode(res_body)
       if err then



##########
apisix/plugins/ai-request-rewrite.lua:
##########
@@ -0,0 +1,225 @@
+--
+-- Licensed to the Apache Software Foundation (ASF) under one or more
+-- contributor license agreements.  See the NOTICE file distributed with
+-- this work for additional information regarding copyright ownership.
+-- The ASF licenses this file to You under the Apache License, Version 2.0
+-- (the "License"); you may not use this file except in compliance with
+-- the License.  You may obtain a copy of the License at
+--
+--     http://www.apache.org/licenses/LICENSE-2.0
+--
+-- Unless required by applicable law or agreed to in writing, software
+-- distributed under the License is distributed on an "AS IS" BASIS,
+-- WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+-- See the License for the specific language governing permissions and
+-- limitations under the License.
+--
+local core = require("apisix.core")
+local ngx = ngx
+
+local require = require
+
+local plugin_name = "ai-request-rewrite"
+
+local bad_request = ngx.HTTP_BAD_REQUEST
+local internal_server_error = ngx.HTTP_INTERNAL_SERVER_ERROR
+
+
+local auth_item_schema = {
+    type = "object",
+    patternProperties = {
+        ["^[a-zA-Z0-9._-]+$"] = {
+            type = "string"
+        }
+    }
+}
+
+local auth_schema = {
+    type = "object",
+    properties = {
+        header = auth_item_schema,
+        query = auth_item_schema
+    },
+    additionalProperties = false
+}
+
+local model_options_schema = {
+    description = "Key/value settings for the model",
+    type = "object",
+    properties = {
+        model = {
+            type = "string",
+            description = "Model to execute. Examples: \"gpt-3.5-turbo\" for 
openai, " ..
+            "\"deepseek-chat\" for deekseek, or \"qwen-turbo\" for 
openai-compatible services"
+        }
+    },
+    additionalProperties = true
+}
+
+local schema = {
+    type = "object",
+    properties = {
+        prompt = {
+            type = "string",
+            description = "The prompt to rewrite client request."
+        },
+        provider = {
+            type = "string",
+            description = "Name of the AI service provider.",
+            enum = {"openai", "openai-compatible", "deepseek"} -- add more 
providers later
+        },
+        auth = auth_schema,
+        options = model_options_schema,
+        timeout = {
+            type = "integer",
+            minimum = 1,
+            maximum = 60000,
+            default = 30000,
+            description = "Total timeout in milliseconds for requests to LLM 
service, " ..
+            "including connect, send, and read timeouts."
+        },
+        keepalive = {
+            type = "boolean",
+            default = true
+        },
+        keepalive_pool = {
+            type = "integer",
+            minimum = 1,
+            default = 30
+        },
+        ssl_verify = {
+            type = "boolean",
+            default = true
+        },
+        override = {
+            type = "object",
+            properties = {
+                endpoint = {
+                    type = "string",
+                    description = "To be specified to override " ..
+                    "the endpoint of the AI service provider."
+                }
+            }
+        }
+    },
+    required = {"prompt", "provider", "auth"}
+}
+
+local _M = {
+    version = 0.1,
+    priority = 1073,
+    name = plugin_name,
+    schema = schema
+}
+
+local function proxy_request_to_llm(conf, request_table, ctx)
+    local ai_driver = require("apisix.plugins.ai-drivers." .. conf.provider)
+
+    local extra_opts = {
+        endpoint = core.table.try_read_attr(conf, "override", "endpoint"),
+        query_params = conf.auth.query or {},
+        headers = (conf.auth.header or {}),
+        model_options = conf.options
+    }
+
+    local res, err, httpc = ai_driver:request(conf, request_table, extra_opts)
+
+    if not res then return nil, err, nil end
+    return res, nil, httpc

Review Comment:
   ```suggestion
       return res, httpc
   ```



##########
apisix/plugins/ai-request-rewrite.lua:
##########
@@ -0,0 +1,225 @@
+--
+-- Licensed to the Apache Software Foundation (ASF) under one or more
+-- contributor license agreements.  See the NOTICE file distributed with
+-- this work for additional information regarding copyright ownership.
+-- The ASF licenses this file to You under the Apache License, Version 2.0
+-- (the "License"); you may not use this file except in compliance with
+-- the License.  You may obtain a copy of the License at
+--
+--     http://www.apache.org/licenses/LICENSE-2.0
+--
+-- Unless required by applicable law or agreed to in writing, software
+-- distributed under the License is distributed on an "AS IS" BASIS,
+-- WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+-- See the License for the specific language governing permissions and
+-- limitations under the License.
+--
+local core = require("apisix.core")
+local ngx = ngx
+
+local require = require
+
+local plugin_name = "ai-request-rewrite"
+
+local bad_request = ngx.HTTP_BAD_REQUEST
+local internal_server_error = ngx.HTTP_INTERNAL_SERVER_ERROR

Review Comment:
   ditoo



##########
apisix/plugins/ai-request-rewrite.lua:
##########
@@ -0,0 +1,225 @@
+--
+-- Licensed to the Apache Software Foundation (ASF) under one or more
+-- contributor license agreements.  See the NOTICE file distributed with
+-- this work for additional information regarding copyright ownership.
+-- The ASF licenses this file to You under the Apache License, Version 2.0
+-- (the "License"); you may not use this file except in compliance with
+-- the License.  You may obtain a copy of the License at
+--
+--     http://www.apache.org/licenses/LICENSE-2.0
+--
+-- Unless required by applicable law or agreed to in writing, software
+-- distributed under the License is distributed on an "AS IS" BASIS,
+-- WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+-- See the License for the specific language governing permissions and
+-- limitations under the License.
+--
+local core = require("apisix.core")
+local ngx = ngx
+
+local require = require
+
+local plugin_name = "ai-request-rewrite"
+
+local bad_request = ngx.HTTP_BAD_REQUEST
+local internal_server_error = ngx.HTTP_INTERNAL_SERVER_ERROR
+
+
+local auth_item_schema = {
+    type = "object",
+    patternProperties = {
+        ["^[a-zA-Z0-9._-]+$"] = {
+            type = "string"
+        }
+    }
+}
+
+local auth_schema = {
+    type = "object",
+    properties = {
+        header = auth_item_schema,
+        query = auth_item_schema
+    },
+    additionalProperties = false
+}
+
+local model_options_schema = {
+    description = "Key/value settings for the model",
+    type = "object",
+    properties = {
+        model = {
+            type = "string",
+            description = "Model to execute. Examples: \"gpt-3.5-turbo\" for 
openai, " ..
+            "\"deepseek-chat\" for deekseek, or \"qwen-turbo\" for 
openai-compatible services"
+        }
+    },
+    additionalProperties = true
+}
+
+local schema = {
+    type = "object",
+    properties = {
+        prompt = {
+            type = "string",
+            description = "The prompt to rewrite client request."
+        },
+        provider = {
+            type = "string",
+            description = "Name of the AI service provider.",
+            enum = {"openai", "openai-compatible", "deepseek"} -- add more 
providers later
+        },
+        auth = auth_schema,
+        options = model_options_schema,
+        timeout = {
+            type = "integer",
+            minimum = 1,
+            maximum = 60000,
+            default = 30000,
+            description = "Total timeout in milliseconds for requests to LLM 
service, " ..
+            "including connect, send, and read timeouts."
+        },
+        keepalive = {
+            type = "boolean",
+            default = true
+        },
+        keepalive_pool = {
+            type = "integer",
+            minimum = 1,
+            default = 30
+        },
+        ssl_verify = {
+            type = "boolean",
+            default = true
+        },
+        override = {
+            type = "object",
+            properties = {
+                endpoint = {
+                    type = "string",
+                    description = "To be specified to override " ..
+                    "the endpoint of the AI service provider."
+                }
+            }
+        }
+    },
+    required = {"prompt", "provider", "auth"}
+}
+
+local _M = {
+    version = 0.1,
+    priority = 1073,
+    name = plugin_name,
+    schema = schema
+}
+
+local function proxy_request_to_llm(conf, request_table, ctx)
+    local ai_driver = require("apisix.plugins.ai-drivers." .. conf.provider)
+
+    local extra_opts = {
+        endpoint = core.table.try_read_attr(conf, "override", "endpoint"),
+        query_params = conf.auth.query or {},
+        headers = (conf.auth.header or {}),
+        model_options = conf.options
+    }
+
+    local res, err, httpc = ai_driver:request(conf, request_table, extra_opts)
+
+    if not res then return nil, err, nil end
+    return res, nil, httpc
+end
+
+
+local function parse_llm_response(res_body)
+    local response_table, err = core.json.decode(res_body)
+
+    if not response_table then
+        return nil, "failed to decode llm response " .. ", err: " .. err
+    end
+
+    if not response_table.choices then
+        return nil, "'choices' not in llm response"
+    end
+
+    local message = response_table.choices[1].message
+    if not message then
+        return nil, "'message' not in llm response choices"
+    end
+
+    return message.content, nil

Review Comment:
   ```suggestion
       return message.content
   ```



##########
apisix/plugins/ai-request-rewrite.lua:
##########
@@ -0,0 +1,225 @@
+--
+-- Licensed to the Apache Software Foundation (ASF) under one or more
+-- contributor license agreements.  See the NOTICE file distributed with
+-- this work for additional information regarding copyright ownership.
+-- The ASF licenses this file to You under the Apache License, Version 2.0
+-- (the "License"); you may not use this file except in compliance with
+-- the License.  You may obtain a copy of the License at
+--
+--     http://www.apache.org/licenses/LICENSE-2.0
+--
+-- Unless required by applicable law or agreed to in writing, software
+-- distributed under the License is distributed on an "AS IS" BASIS,
+-- WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+-- See the License for the specific language governing permissions and
+-- limitations under the License.
+--
+local core = require("apisix.core")
+local ngx = ngx
+
+local require = require
+
+local plugin_name = "ai-request-rewrite"
+
+local bad_request = ngx.HTTP_BAD_REQUEST
+local internal_server_error = ngx.HTTP_INTERNAL_SERVER_ERROR
+
+
+local auth_item_schema = {
+    type = "object",
+    patternProperties = {
+        ["^[a-zA-Z0-9._-]+$"] = {
+            type = "string"
+        }
+    }
+}
+
+local auth_schema = {
+    type = "object",
+    properties = {
+        header = auth_item_schema,
+        query = auth_item_schema
+    },
+    additionalProperties = false
+}
+
+local model_options_schema = {
+    description = "Key/value settings for the model",
+    type = "object",
+    properties = {
+        model = {
+            type = "string",
+            description = "Model to execute. Examples: \"gpt-3.5-turbo\" for 
openai, " ..
+            "\"deepseek-chat\" for deekseek, or \"qwen-turbo\" for 
openai-compatible services"
+        }
+    },
+    additionalProperties = true
+}
+
+local schema = {
+    type = "object",
+    properties = {
+        prompt = {
+            type = "string",
+            description = "The prompt to rewrite client request."
+        },
+        provider = {
+            type = "string",
+            description = "Name of the AI service provider.",
+            enum = {"openai", "openai-compatible", "deepseek"} -- add more 
providers later
+        },
+        auth = auth_schema,
+        options = model_options_schema,
+        timeout = {
+            type = "integer",
+            minimum = 1,
+            maximum = 60000,
+            default = 30000,
+            description = "Total timeout in milliseconds for requests to LLM 
service, " ..
+            "including connect, send, and read timeouts."
+        },
+        keepalive = {
+            type = "boolean",
+            default = true
+        },
+        keepalive_pool = {
+            type = "integer",
+            minimum = 1,
+            default = 30
+        },
+        ssl_verify = {
+            type = "boolean",
+            default = true
+        },
+        override = {
+            type = "object",
+            properties = {
+                endpoint = {
+                    type = "string",
+                    description = "To be specified to override " ..
+                    "the endpoint of the AI service provider."
+                }
+            }
+        }
+    },
+    required = {"prompt", "provider", "auth"}
+}
+
+local _M = {
+    version = 0.1,
+    priority = 1073,
+    name = plugin_name,
+    schema = schema
+}
+
+local function proxy_request_to_llm(conf, request_table, ctx)
+    local ai_driver = require("apisix.plugins.ai-drivers." .. conf.provider)
+
+    local extra_opts = {
+        endpoint = core.table.try_read_attr(conf, "override", "endpoint"),
+        query_params = conf.auth.query or {},
+        headers = (conf.auth.header or {}),
+        model_options = conf.options
+    }
+
+    local res, err, httpc = ai_driver:request(conf, request_table, extra_opts)
+
+    if not res then return nil, err, nil end
+    return res, nil, httpc
+end
+
+
+local function parse_llm_response(res_body)
+    local response_table, err = core.json.decode(res_body)
+
+    if not response_table then
+        return nil, "failed to decode llm response " .. ", err: " .. err
+    end
+
+    if not response_table.choices then
+        return nil, "'choices' not in llm response"
+    end
+
+    local message = response_table.choices[1].message
+    if not message then
+        return nil, "'message' not in llm response choices"
+    end
+
+    return message.content, nil
+end
+
+
+function _M.check_schema(conf)
+    -- openai-compatible should be used with override.endpoint
+    if conf.provider == "openai-compatible" then
+        local override = conf.override
+
+        if not override or not override.endpoint then
+            return false, "override.endpoint is required for openai-compatible 
provider"
+        end
+    end
+
+    return core.schema.check(schema, conf)
+end
+
+
+function _M.access(conf, ctx)
+    local client_request_table, err = core.request.get_body()
+    if not client_request_table then
+        core.log.error("failed to get request body: ", err)
+        return bad_request, err
+    end
+
+    -- Prepare request for LLM service
+    local ai_request_table = {
+        messages = {
+            {
+                role = "system",
+                content = conf.prompt
+            },
+            {
+                role = "user",
+                content = client_request_table
+            }
+        },
+        stream = false
+    }
+
+    -- Send request to LLM service
+    local res, err, httpc = proxy_request_to_llm(conf, ai_request_table, ctx)
+    if not res then
+        core.log.error("failed to send request to LLM service: ", err)
+        return internal_server_error
+    end
+
+    -- Handle LLM response
+    if res.status > 299 then
+        core.log.error("LLM service returned error status: ", res.status, ", 
err: ", err)
+        local error_msg = "LLM service returned error status: " .. res.status
+        if err then
+            error_msg = error_msg .. ", err: " .. err
+        end
+        return bad_request, error_msg
+    end
+
+    -- Read response body
+    local res_body, err = res:read_body()
+    if not res_body then
+        core.log.error("failed to read LLM response body: ", err)
+        httpc:close()
+        return internal_server_error
+    end
+
+    -- Parse LLM response
+    local llm_response, err = parse_llm_response(res_body)
+    if not llm_response then
+        core.log.error("failed to parse LLM response: ", err)
+        httpc:close()
+        return internal_server_error
+    end
+
+    httpc:close()
+    ngx.req.set_body_data(llm_response)

Review Comment:
   performance: we can cache function `ngx.req.set_body_data` on top level



##########
apisix/plugins/ai-request-rewrite.lua:
##########
@@ -0,0 +1,225 @@
+--
+-- Licensed to the Apache Software Foundation (ASF) under one or more
+-- contributor license agreements.  See the NOTICE file distributed with
+-- this work for additional information regarding copyright ownership.
+-- The ASF licenses this file to You under the Apache License, Version 2.0
+-- (the "License"); you may not use this file except in compliance with
+-- the License.  You may obtain a copy of the License at
+--
+--     http://www.apache.org/licenses/LICENSE-2.0
+--
+-- Unless required by applicable law or agreed to in writing, software
+-- distributed under the License is distributed on an "AS IS" BASIS,
+-- WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+-- See the License for the specific language governing permissions and
+-- limitations under the License.
+--
+local core = require("apisix.core")
+local ngx = ngx
+
+local require = require
+
+local plugin_name = "ai-request-rewrite"
+
+local bad_request = ngx.HTTP_BAD_REQUEST
+local internal_server_error = ngx.HTTP_INTERNAL_SERVER_ERROR
+
+
+local auth_item_schema = {
+    type = "object",
+    patternProperties = {
+        ["^[a-zA-Z0-9._-]+$"] = {
+            type = "string"
+        }
+    }
+}
+
+local auth_schema = {
+    type = "object",
+    properties = {
+        header = auth_item_schema,
+        query = auth_item_schema
+    },
+    additionalProperties = false
+}
+
+local model_options_schema = {
+    description = "Key/value settings for the model",
+    type = "object",
+    properties = {
+        model = {
+            type = "string",
+            description = "Model to execute. Examples: \"gpt-3.5-turbo\" for 
openai, " ..
+            "\"deepseek-chat\" for deekseek, or \"qwen-turbo\" for 
openai-compatible services"
+        }
+    },
+    additionalProperties = true
+}
+
+local schema = {
+    type = "object",
+    properties = {
+        prompt = {
+            type = "string",
+            description = "The prompt to rewrite client request."
+        },
+        provider = {
+            type = "string",
+            description = "Name of the AI service provider.",
+            enum = {"openai", "openai-compatible", "deepseek"} -- add more 
providers later
+        },
+        auth = auth_schema,
+        options = model_options_schema,
+        timeout = {
+            type = "integer",
+            minimum = 1,
+            maximum = 60000,
+            default = 30000,
+            description = "Total timeout in milliseconds for requests to LLM 
service, " ..
+            "including connect, send, and read timeouts."
+        },
+        keepalive = {
+            type = "boolean",
+            default = true
+        },
+        keepalive_pool = {
+            type = "integer",
+            minimum = 1,
+            default = 30
+        },
+        ssl_verify = {
+            type = "boolean",
+            default = true
+        },
+        override = {
+            type = "object",
+            properties = {
+                endpoint = {
+                    type = "string",
+                    description = "To be specified to override " ..
+                    "the endpoint of the AI service provider."
+                }
+            }
+        }
+    },
+    required = {"prompt", "provider", "auth"}
+}
+
+local _M = {
+    version = 0.1,
+    priority = 1073,
+    name = plugin_name,
+    schema = schema
+}
+
+local function proxy_request_to_llm(conf, request_table, ctx)
+    local ai_driver = require("apisix.plugins.ai-drivers." .. conf.provider)
+
+    local extra_opts = {
+        endpoint = core.table.try_read_attr(conf, "override", "endpoint"),
+        query_params = conf.auth.query or {},
+        headers = (conf.auth.header or {}),
+        model_options = conf.options
+    }
+
+    local res, err, httpc = ai_driver:request(conf, request_table, extra_opts)
+
+    if not res then return nil, err, nil end
+    return res, nil, httpc
+end
+
+
+local function parse_llm_response(res_body)
+    local response_table, err = core.json.decode(res_body)
+
+    if not response_table then
+        return nil, "failed to decode llm response " .. ", err: " .. err
+    end
+
+    if not response_table.choices then
+        return nil, "'choices' not in llm response"
+    end
+
+    local message = response_table.choices[1].message
+    if not message then
+        return nil, "'message' not in llm response choices"
+    end
+
+    return message.content, nil
+end
+
+
+function _M.check_schema(conf)
+    -- openai-compatible should be used with override.endpoint
+    if conf.provider == "openai-compatible" then
+        local override = conf.override
+
+        if not override or not override.endpoint then
+            return false, "override.endpoint is required for openai-compatible 
provider"
+        end
+    end
+
+    return core.schema.check(schema, conf)
+end
+
+
+function _M.access(conf, ctx)
+    local client_request_table, err = core.request.get_body()
+    if not client_request_table then
+        core.log.error("failed to get request body: ", err)
+        return bad_request, err
+    end
+
+    -- Prepare request for LLM service
+    local ai_request_table = {
+        messages = {
+            {
+                role = "system",
+                content = conf.prompt
+            },
+            {
+                role = "user",
+                content = client_request_table
+            }
+        },
+        stream = false
+    }
+
+    -- Send request to LLM service
+    local res, err, httpc = proxy_request_to_llm(conf, ai_request_table, ctx)
+    if not res then
+        core.log.error("failed to send request to LLM service: ", err)
+        return internal_server_error
+    end
+
+    -- Handle LLM response
+    if res.status > 299 then
+        core.log.error("LLM service returned error status: ", res.status, ", 
err: ", err)
+        local error_msg = "LLM service returned error status: " .. res.status
+        if err then
+            error_msg = error_msg .. ", err: " .. err
+        end
+        return bad_request, error_msg

Review Comment:
   missing `httpc:close()`?



##########
apisix/plugins/ai-request-rewrite.lua:
##########
@@ -0,0 +1,225 @@
+--
+-- Licensed to the Apache Software Foundation (ASF) under one or more
+-- contributor license agreements.  See the NOTICE file distributed with
+-- this work for additional information regarding copyright ownership.
+-- The ASF licenses this file to You under the Apache License, Version 2.0
+-- (the "License"); you may not use this file except in compliance with
+-- the License.  You may obtain a copy of the License at
+--
+--     http://www.apache.org/licenses/LICENSE-2.0
+--
+-- Unless required by applicable law or agreed to in writing, software
+-- distributed under the License is distributed on an "AS IS" BASIS,
+-- WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+-- See the License for the specific language governing permissions and
+-- limitations under the License.
+--
+local core = require("apisix.core")
+local ngx = ngx
+
+local require = require
+
+local plugin_name = "ai-request-rewrite"
+
+local bad_request = ngx.HTTP_BAD_REQUEST
+local internal_server_error = ngx.HTTP_INTERNAL_SERVER_ERROR
+
+
+local auth_item_schema = {
+    type = "object",
+    patternProperties = {
+        ["^[a-zA-Z0-9._-]+$"] = {
+            type = "string"
+        }
+    }
+}
+
+local auth_schema = {
+    type = "object",
+    properties = {
+        header = auth_item_schema,
+        query = auth_item_schema
+    },
+    additionalProperties = false
+}
+
+local model_options_schema = {
+    description = "Key/value settings for the model",
+    type = "object",
+    properties = {
+        model = {
+            type = "string",
+            description = "Model to execute. Examples: \"gpt-3.5-turbo\" for 
openai, " ..
+            "\"deepseek-chat\" for deekseek, or \"qwen-turbo\" for 
openai-compatible services"
+        }
+    },
+    additionalProperties = true
+}
+
+local schema = {
+    type = "object",
+    properties = {
+        prompt = {
+            type = "string",
+            description = "The prompt to rewrite client request."
+        },
+        provider = {
+            type = "string",
+            description = "Name of the AI service provider.",
+            enum = {"openai", "openai-compatible", "deepseek"} -- add more 
providers later
+        },
+        auth = auth_schema,
+        options = model_options_schema,
+        timeout = {
+            type = "integer",
+            minimum = 1,
+            maximum = 60000,
+            default = 30000,
+            description = "Total timeout in milliseconds for requests to LLM 
service, " ..
+            "including connect, send, and read timeouts."
+        },
+        keepalive = {
+            type = "boolean",
+            default = true
+        },
+        keepalive_pool = {
+            type = "integer",
+            minimum = 1,
+            default = 30
+        },
+        ssl_verify = {
+            type = "boolean",
+            default = true
+        },
+        override = {
+            type = "object",
+            properties = {
+                endpoint = {
+                    type = "string",
+                    description = "To be specified to override " ..
+                    "the endpoint of the AI service provider."
+                }
+            }
+        }
+    },
+    required = {"prompt", "provider", "auth"}
+}
+
+local _M = {
+    version = 0.1,
+    priority = 1073,
+    name = plugin_name,
+    schema = schema
+}
+
+local function proxy_request_to_llm(conf, request_table, ctx)
+    local ai_driver = require("apisix.plugins.ai-drivers." .. conf.provider)
+
+    local extra_opts = {
+        endpoint = core.table.try_read_attr(conf, "override", "endpoint"),
+        query_params = conf.auth.query or {},
+        headers = (conf.auth.header or {}),
+        model_options = conf.options
+    }
+
+    local res, err, httpc = ai_driver:request(conf, request_table, extra_opts)
+
+    if not res then return nil, err, nil end

Review Comment:
   ```lua
   if not res then 
     return nil, err 
   end



##########
apisix/plugins/ai-request-rewrite.lua:
##########
@@ -0,0 +1,225 @@
+--
+-- Licensed to the Apache Software Foundation (ASF) under one or more
+-- contributor license agreements.  See the NOTICE file distributed with
+-- this work for additional information regarding copyright ownership.
+-- The ASF licenses this file to You under the Apache License, Version 2.0
+-- (the "License"); you may not use this file except in compliance with
+-- the License.  You may obtain a copy of the License at
+--
+--     http://www.apache.org/licenses/LICENSE-2.0
+--
+-- Unless required by applicable law or agreed to in writing, software
+-- distributed under the License is distributed on an "AS IS" BASIS,
+-- WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+-- See the License for the specific language governing permissions and
+-- limitations under the License.
+--
+local core = require("apisix.core")
+local ngx = ngx
+
+local require = require
+

Review Comment:
   we can remove this useless blank



##########
apisix/plugins/ai-request-rewrite.lua:
##########
@@ -0,0 +1,225 @@
+--
+-- Licensed to the Apache Software Foundation (ASF) under one or more
+-- contributor license agreements.  See the NOTICE file distributed with
+-- this work for additional information regarding copyright ownership.
+-- The ASF licenses this file to You under the Apache License, Version 2.0
+-- (the "License"); you may not use this file except in compliance with
+-- the License.  You may obtain a copy of the License at
+--
+--     http://www.apache.org/licenses/LICENSE-2.0
+--
+-- Unless required by applicable law or agreed to in writing, software
+-- distributed under the License is distributed on an "AS IS" BASIS,
+-- WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+-- See the License for the specific language governing permissions and
+-- limitations under the License.
+--
+local core = require("apisix.core")
+local ngx = ngx
+
+local require = require
+
+local plugin_name = "ai-request-rewrite"
+
+local bad_request = ngx.HTTP_BAD_REQUEST
+local internal_server_error = ngx.HTTP_INTERNAL_SERVER_ERROR
+
+
+local auth_item_schema = {
+    type = "object",
+    patternProperties = {
+        ["^[a-zA-Z0-9._-]+$"] = {
+            type = "string"
+        }
+    }
+}
+
+local auth_schema = {
+    type = "object",
+    properties = {
+        header = auth_item_schema,
+        query = auth_item_schema
+    },
+    additionalProperties = false
+}
+
+local model_options_schema = {
+    description = "Key/value settings for the model",
+    type = "object",
+    properties = {
+        model = {
+            type = "string",
+            description = "Model to execute. Examples: \"gpt-3.5-turbo\" for 
openai, " ..
+            "\"deepseek-chat\" for deekseek, or \"qwen-turbo\" for 
openai-compatible services"
+        }
+    },
+    additionalProperties = true
+}
+
+local schema = {
+    type = "object",
+    properties = {
+        prompt = {
+            type = "string",
+            description = "The prompt to rewrite client request."
+        },
+        provider = {
+            type = "string",
+            description = "Name of the AI service provider.",
+            enum = {"openai", "openai-compatible", "deepseek"} -- add more 
providers later
+        },
+        auth = auth_schema,
+        options = model_options_schema,
+        timeout = {
+            type = "integer",
+            minimum = 1,
+            maximum = 60000,
+            default = 30000,
+            description = "Total timeout in milliseconds for requests to LLM 
service, " ..
+            "including connect, send, and read timeouts."
+        },
+        keepalive = {
+            type = "boolean",
+            default = true
+        },
+        keepalive_pool = {
+            type = "integer",
+            minimum = 1,
+            default = 30
+        },
+        ssl_verify = {
+            type = "boolean",
+            default = true
+        },
+        override = {
+            type = "object",
+            properties = {
+                endpoint = {
+                    type = "string",
+                    description = "To be specified to override " ..
+                    "the endpoint of the AI service provider."
+                }
+            }
+        }
+    },
+    required = {"prompt", "provider", "auth"}
+}
+
+local _M = {
+    version = 0.1,
+    priority = 1073,
+    name = plugin_name,
+    schema = schema
+}
+
+local function proxy_request_to_llm(conf, request_table, ctx)
+    local ai_driver = require("apisix.plugins.ai-drivers." .. conf.provider)
+
+    local extra_opts = {
+        endpoint = core.table.try_read_attr(conf, "override", "endpoint"),
+        query_params = conf.auth.query or {},
+        headers = (conf.auth.header or {}),
+        model_options = conf.options
+    }
+
+    local res, err, httpc = ai_driver:request(conf, request_table, extra_opts)
+
+    if not res then return nil, err, nil end
+    return res, nil, httpc
+end
+
+
+local function parse_llm_response(res_body)

Review Comment:
   ```lua
   local function request_to_llm(conf, request_table)
       local ai_driver = pcall(require, "apisix.plugins.ai-drivers." .. 
conf.provider)
       -- ...
   
       local extra_opts = {
           -- ...
       }
   
       local res, err, httpc = ai_driver:request(conf, request_table, 
extra_opts)
       if not err then 
           return nil, nil, err
       end
       
       local resp_body, err = httpc:read_body()
       httpc:close()
       if not err then
           return nil, nil, err
       end
   
       return res, resp_body
   end



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