0.4.0

huggingface/skills0.4.0Jan 3, 2025by Mini256

AI Summary

Adds support for an Evaluation tool (beta) to assess Chat Engine performance, introduces new LLM providers (Gitee AI, vLLM, Xinference) and embedding providers (Gitee AI, Amazon Bedrock), and adds configuration options for upload file sizes.

Key Highlights

Support for Evaluation (beta) tool to measure Factual Correctness and Semantic Similarity
New LLM providers: Gitee AI, vLLM, and Xinference (OpenAI-like)
New embedding model providers: Gitee AI and Amazon Bedrock
Limit upload file size via `max_upload_file_size` site setting

New Features

Evaluation tool support for Chat Engine metrics
Gitee AI LLM provider
vLLM and Xinference OpenAI-like LLM providers
Gitee AI embedding provider
Amazon Bedrock embedding provider
Configurable upload file size limit
Download reference files in chat page

Full Release Notes

## Highlights

- Support [Evaluation (beta)](https://tidb.ai/docs/evaluation) tool to evaluate the performance and reliability of the Chat Engine’s outputs  (by @Icemap @634750802 ).
  - Current support key metrics:
    - Factual Correctness
    - Semantic Similarity
- Support new LLM providers
  - [Gitee AI](https://tidb.ai/docs/llm#gitee-ai) (by @lc-soft)
  - Test new OpenAI-like providers (by @jrj5423)
    - [vLLM](https://tidb.ai/docs/llm#vllm)
    - [Xinference](https://tidb.ai/docs/llm#xinference)
- Support new embedding model providers
  - [Gitee AI](https://tidb.ai/docs/embedding-model#gitee-ai) (by @lc-soft)
  - [Amazon Bedrock](https://tidb.ai/docs/embedding-model#amazon-bedrock) (by  @jrj5423 @Mini256)

## Improvements

- Limit the upload file size via `max_upload_file_size` (10MB by default) parameter on site setting (by @sszgwdk @634750802 )
- Support download the reference file in the chat page (by @Rutheniumlmw @634750802 )

## New Contributors

* @sszgwdk made their first contribution in https://github.com/pingcap/autoflow/pull/497
* @jrj5423 made their first contribution in https://github.com/pingcap/autoflow/pull/522
* @Rutheniumlmw made their first contribution in https://github.com/pingcap/autoflow/pull/538
* @lc-soft made their first contribution in https://github.com/pingcap/autoflow/pull/470
* @nicognaW made their first contribution in https://github.com/pingcap/autoflow/pull/496

If you are deploying Autoflow using docker, please follow the [Upgrade](https://tidb.ai/docs/deploy-with-docker#upgrade) guide to upgrade your Autoflow.

**Full Changelog**: https://github.com/pingcap/autoflow/compare/v0.3.0...0.4.0