add EC-RAG feature

[Yongbozzz]

Description

add EC-RAG new features:

1. Support Arc B60 for LLM serving
2. support KBadmin for knowledge base management
3. support Experience Injection module in UI

Issues

#2284

Type of change

List the type of change like below. Please delete options that are not relevant.

• [√ ] Bug fix (non-breaking change which fixes an issue)
• [ √] New feature (non-breaking change which adds new functionality)

Dependencies

List the newly introduced 3rd party dependency if exists.

Tests

[github-actions]

Dependency Review

The following issues were found:

• ❌ 2 vulnerable package(s)
• ✅ 0 package(s) with incompatible licenses
• ✅ 0 package(s) with invalid SPDX license definitions
• ✅ 0 package(s) with unknown licenses.

See the Details below.

Vulnerabilities

EdgeCraftRAG/edgecraftrag/requirements.txt

Name	Version	Vulnerability	Severity
llama-index-core	0.12.37	LlamaIndex vulnerable to Path Traversal attack through its encode_image function	high
		LlamaIndex affected by a Denial of Service (DOS) in JSONReader	high
		LlamaIndex has Incomplete Documentation of Program Execution related to JsonPickleSerializer component	moderate
		LlamaIndex vulnerable to DoS attack through uncontrolled recursive JSON parsing	moderate
llama-index	0.12.36	LlamaIndex vulnerable to data loss through hash collisions in its DocugamiReader class	moderate

Scanned Files

• EdgeCraftRAG/edgecraftrag/requirements.txt
• EdgeCraftRAG/ui/vue/package.json