Xef 0.0.4 Adds MLflow Gateway Models and More

Introduction

During these intense months of development, we’ve endeavored to stay ahead in an environment where artificial intelligence innovation progresses at an unprecedented pace.

We’re thrilled to share and announce the release of xef version 0.0.4!

Here are the notable changes and improvements:

MLFlow Gateway models.
Metrics with OpenTelemetry.
New features to our Xef Server.
Simplify ReAct agent and added streaming support.
Autogenerated client for OpenAI using the OpenAPI specification and OpenAPI Generator
Removed support for Java and Scala.
Improvements in our SQL module.
Kotlin from 1.9.10 to 1.9.20 and more library updates.
And many more …

Features & Improvements

Refactor API service in its own function by @calvellido
OpenAIEmbeddings to core module by @javipacheco
Added embeddings endpoint to server by @Montagon
Show Open AI library can talk to Xef server. by @raulraja
Web streaming example by @raulraja
Saving token in sessions storage by @javipacheco
Update Xef DB to incorporate users, projects and organizations by @Montagon
Login on website by @javipacheco
Refactor VectorStore and DB Services by @Montagon
Added endpoints for manage organizations by @Montagon
Better error handling in Xef Server by @Montagon
Decompose class hierarchy of LLM implementations by @Intex32
Project Screen by @javipacheco
Simplify ReAct agent and add streaming by @raulraja
Metrics with OpenTelemetry by @javipacheco
Safely spawn fine tuned model by @Intex32
Update parameters type in CFunction to JsonObject by @Montagon
MessagePolicy in Conversations by @javipacheco
MLflow Gateway models by @fedefernandez
Allow overriding React agent steps by @raulraja
Allow custom mappings for different models by @fedefernandez
MLflow model adapter by @fedefernandez
OpenAI gen client by @fedefernandez
Improve SQL module by @gerson24
Replace host, port, and database properties by url in VectorStore configuration by @franciscodr
Remove support for Java and Scala by @tomascayuelas
Reorganize PostgreSQL code by @franciscodr
Remove skrapeit loader by @franciscodr
Evaluator module by @javipacheco
@dependabot did an amazing job updating versions.
And many more …

Bug Fixes

Fix incorrect impl of flow (streaming gen.) for local LLMs by @Intex32
Fix headers setup to prevent duplicates by @Montagon
Fix memory insertion based on timestamp by @Montagon
Memory bug fixed by @javipacheco
Fix ChatCompletion response duplicating headers by @Montagon
Fix GenericIOException: Failed to parse HTTP response: unexpected EOF by @tomascayuelas
Fix spotless in checks by @Montagon
JS cross-compilation in openai-client module by @fedefernandez
Change detekt.yml file location for open-ai-client module by @franciscodr
Gradle problems in build part by @tomascayuelas
Poetry evaluator project name invalid and folder by @tomascayuelas and @javipacheco
Update ChatWithFunctions.kt by @fedefernandez
Fixes package and adds some readme notes by @fedefernandez
And many more …

Documentation

Updated READMEs and additionnal documentation by @gersonpozo, @tomascayuelas, @fedefernandez, and more.
Updated our website xef.ai to include the quickstart and examples that fit with this release.

New Contributors

Thanks to:

These awesome individuals have made their inaugural contributions to the project. Their fresh perspectives and contributions have enriched the Xef community, bringing in diverse skill sets and ideas to propel the project forward.

Conclusion

Stay tuned for more updates. We’re at the initial stages, and the road ahead promises to be immensely thrilling!
With all the buzz in the AI realm, we’re revamping our roadmap on the fly, switching gears, and diving into what’ll rock the boat for our community. Big changes are brewing, so stick around for our next versions – cool stuff is on the way!

For a comprehensive list of changes, please refer to the Full Changelog 0.0.3…0.0.4

Thank you for your valuable contributions!

MLflow Gateway Models and More Improvements Added to Xef 0.0.4