docs: udpate readme

Author: snowyu

README.cn.md

@@ -44,6 +44,17 @@ AI Agent 脚本引擎特点:
   * [PPE 的 智能编程指南](./lib/guide/)
     * 在项目根目录下运行 `ai run guide --streamEcho line` 来启动指南
   * [人工智能终端 shell](https://github.com/offline-ai/ai-shell)
+* LLM 推理提供者:
+  * `llamacpp`: llama.cpp server 作为默认的本地 LLM 提供者. 如果没有提供`provider`,就是`llamacpp`
+  * `openai`: 也支持 OpenAI兼容 服务 API 提供者.
+    * `--provider openai://chatgpt-4o-latest --apiKey “sk-XXX”`
+
+注意: OpenAI兼容 服务 API 提供者的限制
+
+1. OpenAI 必须是`gpt-4o` `2024-07-18`之后的大模型才支持（json-schema）。在此之前，仅能保证 `json` 支持，无法保证schema.
+2. `siliconflow` 的所有模型只保证json,不保证schema.
+   * `--provider openai://Qwen/Qwen2.5-Coder-7B-Instruct -u https://api.siliconflow.cn/ --apiKey “sk-XXX” ...`
+3. `[[Fruit:|Apple|Banana]]`: 让AI强制单选或多选语法，将失效
 
 ### Install
 

README.md

@@ -54,6 +54,16 @@ Developing an intelligent application with AI Agent Script Engine involves just
   * [AI Guide App For PPE Guide](./lib/guide/) - WIP
     * `ai run guide --streamEcho line` in the project root folder to run the guide
   * [AI Terminal Shell](https://github.com/offline-ai/ai-shell)
+* LLM Inference Providers:
+  * `llamacpp`: llama.cpp server as the default local LLM provider. If no `provider` is specified, `llamacpp` is used.
+  * `openai`: Also supports OpenAI-compatible service API providers.
+    * `--provider openai://chatgpt-4o-latest --apiKey “sk-XXX”`
+
+Note: Limitations of OpenAI-Compatible Service API Providers
+
+1. OpenAI must be a large model (`gpt-4o`) released after `2024-07-18` to support `json-schema`. Before this date, only `json` is guaranteed, not the `json-schema`.
+2. All `siliconflow` models only guarantee `json` support, not `json-schema` support.
+3. `[[Fruit:|Apple|Banana]]`: Syntax for forcing AI to choose either Apple or Banana will be invalid.
 
 ## [PPE CLI Command](./lib/guide/cli.md)
 
@@ -171,7 +181,7 @@ $ npm install -g @offline-ai/cli
 $ ai COMMAND
 running command...
 $ ai (--version)
-@offline-ai/cli/0.5.6 linux-x64 node-v20.17.0
+@offline-ai/cli/0.5.7 linux-x64 node-v20.17.0
 $ ai --help [COMMAND]
 USAGE
   $ ai COMMAND
@@ -349,31 +359,45 @@ Specific script instruction manual see: [Programmable Prompt Engine Specificatio
 # Commands
 
 <!-- commands -->
-* [`ai agent`](#ai-agent)
-* [`ai autocomplete [SHELL]`](#ai-autocomplete-shell)
-* [`ai brain [NAME]`](#ai-brain-name)
-* [`ai brain dn [NAME]`](#ai-brain-dn-name)
-* [`ai brain down [NAME]`](#ai-brain-down-name)
-* [`ai brain download [NAME]`](#ai-brain-download-name)
-* [`ai brain list [NAME]`](#ai-brain-list-name)
-* [`ai brain refresh`](#ai-brain-refresh)
-* [`ai brain search [NAME]`](#ai-brain-search-name)
-* [`ai config [ITEM_NAME]`](#ai-config-item_name)
-* [`ai config save [DATA]`](#ai-config-save-data)
-* [`ai help [COMMAND]`](#ai-help-command)
-* [`ai plugins`](#ai-plugins)
-* [`ai plugins add PLUGIN`](#ai-plugins-add-plugin)
-* [`ai plugins:inspect PLUGIN...`](#ai-pluginsinspect-plugin)
-* [`ai plugins install PLUGIN`](#ai-plugins-install-plugin)
-* [`ai plugins link PATH`](#ai-plugins-link-path)
-* [`ai plugins remove [PLUGIN]`](#ai-plugins-remove-plugin)
-* [`ai plugins reset`](#ai-plugins-reset)
-* [`ai plugins uninstall [PLUGIN]`](#ai-plugins-uninstall-plugin)
-* [`ai plugins unlink [PLUGIN]`](#ai-plugins-unlink-plugin)
-* [`ai plugins update`](#ai-plugins-update)
-* [`ai run [FILE] [DATA]`](#ai-run-file-data)
-* [`ai test`](#ai-test)
-* [`ai version`](#ai-version)
+- [Offline AI PPE CLI(WIP)](#offline-ai-ppe-cliwip)
+- [Quick Start](#quick-start)
+  - [PPE CLI Command](#ppe-cli-command)
+  - [Programmable Prompt Engine Language](#programmable-prompt-engine-language)
+    - [I. Core Structure](#i-core-structure)
+    - [II. Reusability \& Configuration](#ii-reusability--configuration)
+    - [III. AI Capabilities](#iii-ai-capabilities)
+      - [IV. Message Text Formatting](#iv-message-text-formatting)
+    - [V. Script Capabilities](#v-script-capabilities)
+  - [Install](#install)
+  - [Run](#run)
+- [Usage](#usage)
+- [Commands](#commands)
+  - [`ai agent`](#ai-agent)
+  - [`ai autocomplete [SHELL]`](#ai-autocomplete-shell)
+  - [`ai brain [NAME]`](#ai-brain-name)
+  - [`ai brain dn [NAME]`](#ai-brain-dn-name)
+  - [`ai brain down [NAME]`](#ai-brain-down-name)
+  - [`ai brain download [NAME]`](#ai-brain-download-name)
+  - [`ai brain list [NAME]`](#ai-brain-list-name)
+  - [`ai brain refresh`](#ai-brain-refresh)
+  - [`ai brain search [NAME]`](#ai-brain-search-name)
+  - [`ai config [ITEM_NAME]`](#ai-config-item_name)
+  - [`ai config save [DATA]`](#ai-config-save-data)
+  - [`ai help [COMMAND]`](#ai-help-command)
+  - [`ai plugins`](#ai-plugins)
+  - [`ai plugins add PLUGIN`](#ai-plugins-add-plugin)
+  - [`ai plugins:inspect PLUGIN...`](#ai-pluginsinspect-plugin)
+  - [`ai plugins install PLUGIN`](#ai-plugins-install-plugin)
+  - [`ai plugins link PATH`](#ai-plugins-link-path)
+  - [`ai plugins remove [PLUGIN]`](#ai-plugins-remove-plugin)
+  - [`ai plugins reset`](#ai-plugins-reset)
+  - [`ai plugins uninstall [PLUGIN]`](#ai-plugins-uninstall-plugin)
+  - [`ai plugins unlink [PLUGIN]`](#ai-plugins-unlink-plugin)
+  - [`ai plugins update`](#ai-plugins-update)
+  - [`ai run [FILE] [DATA]`](#ai-run-file-data)
+  - [`ai test`](#ai-test)
+  - [`ai version`](#ai-version)
+- [Credit](#credit)
 
 ## `ai agent`
 
@@ -401,7 +425,7 @@ EXAMPLES
   $ ai agent publish <agent-name>
 ```
 
-_See code: [src/commands/agent/index.ts](https://github.com/offline-ai/cli/blob/v0.5.6/src/commands/agent/index.ts)_
+_See code: [src/commands/agent/index.ts](https://github.com/offline-ai/cli/blob/v0.5.7/src/commands/agent/index.ts)_
 
 ## `ai autocomplete [SHELL]`