enrichmcp 0.4.7

Added

• Server-side LLM sampling via ask_llm() with new ask_user() helper.
• prefer_medium_model() for balanced model selection.
• Expanded examples and tests including Redis cache and travel planner.

Changed

• Removed automatic EnrichContext injection; use app.get_context().
• Improved chat agent and memory examples.

Fixed

• Correct context usage in examples and ask_llm helper.

enrichmcp 0.4.6

Added

• EnrichParameter for attaching descriptions and examples to resource
  parameters.
• DataModelSummary object returned by the built-in data model explorat
  tool.
• Standardized tool descriptions via new ToolDef and ToolKind helper

Changed

• Built-in data model tool description now instructs calling it once at
  start of a session.
• Improved DataModelSummary string formatting and explore endpoint out

Fixed

• Correct typing for field descriptions returned by the explore endpoint

enrichmcp 0.4.5

Added

• Context caching with MemoryCache and optional RedisCache backends.
• EnrichMCP.get_context() returns an EnrichContext instance mirroring the underlying FastMCP context.

enrichmcp 0.4.3

Added

• HTTP transport via app.run(transport="streamable-http")
• Basic memory example demonstrating FileMemoryStore
• mcp_use client for the hello_world example

Changed

• SQLAlchemy relationship resolvers now return PageResult using
  page and page_size parameters without count queries.

Fixed

• Correct path handling in the HTTP example

enrichmcp 0.4.2

Changed

• Renamed app.resource decorator to app.retrieve. app.resource remains
  as a deprecated alias.

Added

• Support for marking fields as mutable with mutable=True and CRUD example
• BigInteger column type handling for SQLAlchemy integration
• Example smoke tests and improved OpenAI chat example
• Optional cleanup for SQLAlchemy lifespans
• Detailed ROBOTS guide and CI improvements

enrichmcp 0.4.1

Fixed

• Ensure autogenerated SQLAlchemy resource functions set the ctx annotation
  to EnrichContext before registration so FastMCP recognizes it as a class

enrichmcp 0.4.0

Added

• Added shop_api_gateway example showing EnrichMCP as an API gateway
• SQLAlchemy integration with EnrichSQLAlchemyMixin,
  include_sqlalchemy_models and sqlalchemy_lifespan
• Automatic generation of resources and relationship resolvers from
  SQLAlchemy models
• Example project examples/sqlalchemy_shop

Changed

• Development setup now uses uv

enrichmcp 0.3.0

Added

• Context support
• Lifespan support
• Pagination

enrichmcp 0.2.0

Release version 0.2.0