feat: update CI workflow (#390)

feat: add export functionality for chat messages in DOCX format (#323)

- Implemented a new feature to allow users to export chat messages as Word documents (.docx).
- Added UI elements for selecting export format and improved modal design for better user experience.
- Updated download functions to handle DOCX file generation and error handling.
- Enhanced internationalization support for export-related messages in English and Chinese.

fix: resolve multiple security vulnerabilities in #268 (#272)

* fix: jinja2 template injection

* fix: milvus collection name injection

* fix: restrict debug mode and host binding via env vars

* refactor: replace SHA-1 with SHA-256 for better security

* fix: path traversal vulnerability & pdf memory leak

fix: reimplemented search-o1 (#158)

feat: add toolcall & pipelinecall for local UltraRAG integration (#143)

update: readme 2.1 (#134)

Update UltraRAG 2.1 (#110)

* update README files: add latest news section for UltraRAG 2.0 release

* update README files: add release note for UltraRAG 1.0

* fix: add space before link in release note for UltraRAG 1.0

* update: change README language

* update: add QR codes for WeChat, Feishu, and Discord groups in README

* feat: add vllm_serve_vlm.sh script for serving model

* update: add 'embedding/' to .gitignore to exclude embedding files

* feat: enhance retriever functionality with multimodal support

* feat: refactor multimodal corpus handling and image embedding in Retriever class

* feat: update generation parameters for multimodal support

* fix: update vllm_serve_vlm.sh

* fix: add model_warmup parameter to infinity_kwargs in parameter.yaml

* fix: update output parameters in visrag.yaml and generation.py for consistency

* fix: clean up whitespace

* support: add visrag.yaml for multimodal generation

* fix bug: retriever_init_openai miss faiss_use_gpu parameter

* Update README files to include star history chart

* feat: support API models for rag pipeline

* feat: add light deepresearch demo

* fix: remove unused retrieval service initialization from light_deepresearch and webnote demos

* fix: update demo title in light_deepresearch.yaml

* fix: add hands-on tutorial entry to the latest news section in README files

* feat: add retriever configuration and initialization updates

* update: OpenAI API embedding for SentenceTransformers

* feat: enhance retriever pipeline with embedding functionality and batch processing

* fix: st multi gpu bug

* feat: add progress logging for FAISS indexing process

* update: rename retriever_search_maxsim to retriever_search_colbert_maxsim and add backend validation

* refactor: replace _to_st_device_list method with a local function for device conversion

* update: enhance query embedding process

* fix: improve error handling and fallback for document and query encoding

* update: add query and document task configuration for embedding

* update: clear query_instruction in parameter configuration

* delete: remove test_retriever.yaml configuration file

* update: generation server

* feat: add vllm_shutdown method and integrate into generation pipeline

* update: refactor generation methods and enhance multimodal support

* update: enhance async generation handling and fix multimodal path type

* update: consolidate GPU device handling and improve parameter organization in retriever

* update: refactor GPU ID handling and improve error handling in retriever methods

* update: add VisRAG demo configuration and multimodal QA prompt template

* update: change configuration key for model name retrieval in Generation class

* update: chunking method

* update: add mineru support

* feat: add corpus mineru processing pipeline

* feat: add build_image_corpus tool for PDF to image conversion

* update: add text corpus build method

* fix: remove param mineru_corpus_prefix

* update: support build text corpus for file folder

* update: support image corpus build for folder

* update: support mineru for folder

* update: add simple ui

* update: add terminal log for ui

* update: fix some problems in ui

* feat: support hf backend

* update: ui appearance

* update: add ui exit

* fix: auto calculate tensor_parallel_size

* fix: infinity multi-gpu embedding bug

* fix: remove nouse note

* fix: add st prompt name param

* update: use vllm deploy embedding model

* code review: generation server

* feat: support batch generation for hf backend

* fix: replace index when overwrite is true

* code review: generation server

* update: support picture for case study

* fix: add sperator for text case study

* code review: corpus server

* fix: normalize file path

* fix: openai gen topk param

* feat: add chat ui

* code review: retriever server

* fix: initital self.faiss_index

* fix: update pipeline

* fix: remove some default sampling_params

* fix: add auto shut down for vllm backend

* update: change some default param sets

* feat: add process bar in loading corpus

* fix: normalize logging messages

* feat: support bm25 retriever

* code review: retriever server

* update: add rag full pipeline

* update: pipeline in tutorial

* feat: support st and openai for reranker backend

* code review & code format

* feat: add bm25 index & search usage

* update pipeline v2.1

* fix: import errnos in retriever server

* update: add loop pipeline demo

* fix: merge psg tool return bug

* update: add branch pipeline demo

* update: add evaluate results pipeline

* fix: load image corpus bug

* update: add vsirag pipeline

* fix: show image bug

* update: default setting

* update: add search pipeline

* update: pipeline

* feat: support trec evaluate

* update: ir trec eval parameter name

* update: pipeline align with v2.1

* update: cli description

* update: readme

* feat: update deps

* update: readme

* fix readme en

---------

Co-authored-by: Haidong Xin <hdxin2002@gmail.com>

fix: acc calc error when pred is none (#107)

* update: readme

* fix: file path concatenation bug on DOS-like systems

* fix: child processes did not terminate with the parent on Windows

* fix: child processes did not terminate with the parent on Windows

* fix: missing deps httpx[socksio]

* fix: api limits due to excessive thread count

* feat: support zhipuai websearch

* refactor: remove redundant search code

* update: README.md

* fix: README_en.md

* Update webnote_fill_page.jinja

* Update webnote_gen_subq.jinja

* Update webnote_init_page.jinja

* fix: acc calc error when pred is none