The text-embedding-3-small has the same dimensions as previous text-embedding-ada-002.
The text-embedding-3-large has higher dimensionality not supported by some Vector Stores.
To make the Neo4j module more future-proof, this commit
replaces the old vector index creation syntax with the new style.
Also, the new pattern is in line with the standard Neo4j index creation
and supports the _IF NOT EXISTS_ clause to run idempotent.
This allows us to remove the preceding call to check if the index exists.
As a consequent, the module will require Neo4j to be at least on version 5.15.
- Remove the SpringAiFunction annotation in favour of palin Functino Beans, @Description annotation and JacksonClassAnnotation.
- Update the function calling documentation to reflect latest changes.
- Add a new openai option (and related property): spring.ai.openai.chat.options.beanFunctions.<function-name>.<description>
Map of bean names and their descriptions to register as function callbacks.
- Refactor the OpenAiAutoConfiguration to resolve and register the beans in beanFunctions.
- Add dependency on Spring Cloud Function to use the FunctionContextUtils and FunctionTypeUtils
Those utilites help to resolve the function input type signature.
- Add DefaultToolFunctionCallback class for manually wrapping Functions.
- Update the ITs.
- Built on top of the existing ToolFunctionCallback utilites.
- Organized as part of auto-configuration project under the /common/function
package to be reusable for different model implementations.
- Add OpenAI support for the SpringAiFunction annotation.
- Update the OpenAI function calling documentation.
- Add ITs
Co-Authored-By: Christian Tzolov <ctzolov@vmware.com>
* Add function call OpenAiApi IT tests
* Add function call docs. Unit and IT func tests
* Add function call diagram
* Allow to opt-in/enable the fuctions to be used in request.
- Add postgremaddmbedding adoc page.
- Auto-configuration:
- add missing boot-starter.
- refactor autoconf class and properties to accomodate the PostgresMlEmbeddingOptions.
- PostgesMlEmbeddingClient
- Add the (default) options field and remove old fields.
- Implement default and request options merging.
- Add tests for options and merging.
- Remove redundant code.
- Code style fixes.
