0.4.0
Gerstep/HumanCompiler0.4.0Jan 3, 2025by Mini256
AI Summary
This release enhances the Autoflow Chat Engine by adding an evaluation tool for measuring performance and reliability, alongside support for new LLM and embedding model providers.
Key Highlights
- Evaluation (beta) tool for Chat Engine performance
- New LLM providers: Gitee AI, vLLM, Xinference
- New embedding model providers: Gitee AI, Amazon Bedrock
New Features
- Limit upload file size via `max_upload_file_size` parameter
- Download reference files in the 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