mcp_rag_agent¶
MCP RAG Agent - Simplified version that works with our enhanced retriever.
This agent helps users find and understand MCP servers using RAG.
Attributes¶
Classes¶
!!! abstract "Usage Documentation" |
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!!! abstract "Usage Documentation" |
Functions¶
Module Contents¶
- class mcp_rag_agent.QueryRequest(/, **data: Any)¶
Bases:
pydantic.BaseModel- !!! abstract “Usage Documentation”
[Models](../concepts/models.md)
A base class for creating Pydantic models.
- __class_vars__¶
The names of the class variables defined on the model.
- __private_attributes__¶
Metadata about the private attributes of the model.
- __signature__¶
The synthesized __init__ [Signature][inspect.Signature] of the model.
- __pydantic_complete__¶
Whether model building is completed, or if there are still undefined fields.
- __pydantic_core_schema__¶
The core schema of the model.
- __pydantic_custom_init__¶
Whether the model has a custom __init__ function.
- __pydantic_decorators__¶
Metadata containing the decorators defined on the model. This replaces Model.__validators__ and Model.__root_validators__ from Pydantic V1.
- __pydantic_generic_metadata__¶
Metadata for generic models; contains data used for a similar purpose to __args__, __origin__, __parameters__ in typing-module generics. May eventually be replaced by these.
- __pydantic_parent_namespace__¶
Parent namespace of the model, used for automatic rebuilding of models.
- __pydantic_post_init__¶
The name of the post-init method for the model, if defined.
- __pydantic_root_model__¶
Whether the model is a [RootModel][pydantic.root_model.RootModel].
- __pydantic_serializer__¶
The pydantic-core SchemaSerializer used to dump instances of the model.
- __pydantic_validator__¶
The pydantic-core SchemaValidator used to validate instances of the model.
- __pydantic_fields__¶
A dictionary of field names and their corresponding [FieldInfo][pydantic.fields.FieldInfo] objects.
- __pydantic_computed_fields__¶
A dictionary of computed field names and their corresponding [ComputedFieldInfo][pydantic.fields.ComputedFieldInfo] objects.
- __pydantic_extra__¶
A dictionary containing extra values, if [extra][pydantic.config.ConfigDict.extra] is set to ‘allow’.
- __pydantic_fields_set__¶
The names of fields explicitly set during instantiation.
- __pydantic_private__¶
Values of private attributes set on the model instance.
- class mcp_rag_agent.QueryResponse(/, **data: Any)¶
Bases:
pydantic.BaseModel- !!! abstract “Usage Documentation”
[Models](../concepts/models.md)
A base class for creating Pydantic models.
- __class_vars__¶
The names of the class variables defined on the model.
- __private_attributes__¶
Metadata about the private attributes of the model.
- __signature__¶
The synthesized __init__ [Signature][inspect.Signature] of the model.
- __pydantic_complete__¶
Whether model building is completed, or if there are still undefined fields.
- __pydantic_core_schema__¶
The core schema of the model.
- __pydantic_custom_init__¶
Whether the model has a custom __init__ function.
- __pydantic_decorators__¶
Metadata containing the decorators defined on the model. This replaces Model.__validators__ and Model.__root_validators__ from Pydantic V1.
- __pydantic_generic_metadata__¶
Metadata for generic models; contains data used for a similar purpose to __args__, __origin__, __parameters__ in typing-module generics. May eventually be replaced by these.
- __pydantic_parent_namespace__¶
Parent namespace of the model, used for automatic rebuilding of models.
- __pydantic_post_init__¶
The name of the post-init method for the model, if defined.
- __pydantic_root_model__¶
Whether the model is a [RootModel][pydantic.root_model.RootModel].
- __pydantic_serializer__¶
The pydantic-core SchemaSerializer used to dump instances of the model.
- __pydantic_validator__¶
The pydantic-core SchemaValidator used to validate instances of the model.
- __pydantic_fields__¶
A dictionary of field names and their corresponding [FieldInfo][pydantic.fields.FieldInfo] objects.
- __pydantic_computed_fields__¶
A dictionary of computed field names and their corresponding [ComputedFieldInfo][pydantic.fields.ComputedFieldInfo] objects.
- __pydantic_extra__¶
A dictionary containing extra values, if [extra][pydantic.config.ConfigDict.extra] is set to ‘allow’.
- __pydantic_fields_set__¶
The names of fields explicitly set during instantiation.
- __pydantic_private__¶
Values of private attributes set on the model instance.
- async mcp_rag_agent.ask_agent(request: QueryRequest)¶
Ask the RAG agent a question.
- async mcp_rag_agent.create_mcp_rag_agent()¶
Create a RAG agent for MCP discovery.
- async mcp_rag_agent.root()¶
Web UI for the agent.
- async mcp_rag_agent.startup_event()¶
Initialize the RAG agent on startup.
- mcp_rag_agent.app¶
- mcp_rag_agent.rag_agent = None¶