Update AgentScope links and add missing AI frameworks to README

Co-authored-by: ralf0131 <[email protected]>

Author: Copilot

README.md

@@ -15,16 +15,22 @@ Loongsuite Python Agent is also a customized distribution of upstream [OTel Pyth
 The implementation follows the latest GenAI [semantic conventions](https://github.com/open-telemetry/semantic-conventions).
 
 ## Supported AI Frameworks and components
-* [AgentScope](https://github.com/agentscope-ai/agentscope): [Guide](instrumentation-genai/opentelemetry-instrumentation-agentscope/README.md)
-* [Dify](https://github.com/langgenius/dify): [Guide](instrumentation-genai/opentelemetry-instrumentation-dify/README.md)
-* [LangChain](https://github.com/langchain-ai/langchain): [Guide](instrumentation-genai/opentelemetry-instrumentation-langchain/README.md)
-* [MCP Client](https://github.com/modelcontextprotocol/python-sdk)
-* [Agno](https://github.com/agno-agi/agno): [Guide](instrumentation-genai/opentelemetry-instrumentation-agno/README.md)
+* [AgentScope](https://github.com/agentscope-ai/agentscope): [Guide](instrumentation-loongsuite/loongsuite-instrumentation-agentscope/README.md)
+* [Dify](https://github.com/langgenius/dify): [Guide](instrumentation-loongsuite/loongsuite-instrumentation-dify/README.md)
+* [LangChain](https://github.com/langchain-ai/langchain): [Guide](instrumentation-loongsuite/loongsuite-instrumentation-langchain/README.md)
+* [MCP Client](https://github.com/modelcontextprotocol/python-sdk): [Guide](instrumentation-loongsuite/loongsuite-instrumentation-mcp/README.md)
+* [Agno](https://github.com/agno-agi/agno): [Guide](instrumentation-loongsuite/loongsuite-instrumentation-agno/README.md)
 * [OpenAI](https://github.com/openai/openai-python): [Guide](instrumentation-genai/opentelemetry-instrumentation-openai-v2/README.rst)
+* [OpenAI Agents](https://pypi.org/project/openai-agents/): [Guide](instrumentation-genai/opentelemetry-instrumentation-openai-agents-v2/README.rst)
+* [Google GenAI](https://pypi.org/project/google-genai/): [Guide](instrumentation-genai/opentelemetry-instrumentation-google-genai/README.rst)
+* [Vertex AI](https://pypi.org/project/google-cloud-aiplatform/): [Guide](instrumentation-genai/opentelemetry-instrumentation-vertexai/README.rst)
+* [DashScope](https://help.aliyun.com/zh/dashscope/): [Guide](instrumentation-loongsuite/loongsuite-instrumentation-dashscope/README.rst)
+* [Mem0](https://github.com/mem0ai/mem0): [Guide](instrumentation-loongsuite/loongsuite-instrumentation-mem0/README.md)
+* [Weaviate](https://weaviate.io/): [Guide](instrumentation-genai/opentelemetry-instrumentation-weaviate/README.rst)
 
 ## Quick start
 
-LoongSuite Python Agent provides observability for Python applications. Taking [agentscope](https://github.com/modelscope/agentscope) as an example, this document demonstrates how to use OpenTelemetry to collect OTLP data and forward it via LoongCollector to Jaeger.
+LoongSuite Python Agent provides observability for Python applications. Taking [agentscope](https://github.com/agentscope-ai/agentscope) as an example, this document demonstrates how to use OpenTelemetry to collect OTLP data and forward it via LoongCollector to Jaeger.
 
 ### INSTALL
 
@@ -286,5 +292,5 @@ our [DingTalk group](https://qr.dingtalk.com/action/joingroup?code=v1,k1,mexukXI
 | <img src="docs/_assets/img/loongsuite-go-sig-dingtalk.png" height="150"> | <img src="docs/_assets/img/loongsuite-java-sig-dingtalk.jpg" height="150"> |
 
 ## Resources
-* AgentScope: https://github.com/modelscope/agentscope
+* AgentScope: https://github.com/agentscope-ai/agentscope
 * Observability Community: https://observability.cn