Autorag

What's Changed
* Implement longllmlingua compressor module by bwook00 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/459
* Use generator module at hyde and decompose instead of LLMPredictorType from LlamaIndex by bwook00 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/464
* Add normalize mean strategy by bwook00 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/465
* implement multi_query_expansion module by bwook00 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/461
* dump version v0.2.1 by vkehfdl1 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/466


**Full Changelog**: https://github.com/Marker-Inc-Korea/AutoRAG/compare/v0.2.0...v0.2.1

What's Changed
* Add MockLLM to resolve restart evaluate bug by bwook00 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/453
* Add 'rank' strategy as selecting best module strategy by vkehfdl1 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/451
* Delete ragas context precision & Enable dict input of retrieval metrics by vkehfdl1 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/455
* Can't use passage compressor when there is no retrieval gt values in QA datset by vkehfdl1 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/452
* delete pull_request_target on test.yml by vkehfdl1 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/457
* Feat/dashboard by hongsw in https://github.com/Marker-Inc-Korea/AutoRAG/pull/432
* dump version 0.2.0 by vkehfdl1 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/458

New Contributors
* hongsw made their first contribution in https://github.com/Marker-Inc-Korea/AutoRAG/pull/432

**Full Changelog**: https://github.com/Marker-Inc-Korea/AutoRAG/compare/v0.1.12...v0.2.0

What's Changed
* [Hotfix] delete assert top_k at passage_augmenter/base by bwook00 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/435
* [Hotfix] add **kwargs at pass_passage_augmenter by bwook00 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/437
* Add gpt-4o support at openai_llm by vkehfdl1 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/441
* [Hotfix] Respond when the input 'scores_list' is `np.ndarray` at threshold_cutoff_pure by bwook00 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/442
* Resolve Korean encoding unicode error by vkehfdl1 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/444
* dump version 0.1.12 by vkehfdl1 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/446


**Full Changelog**: https://github.com/Marker-Inc-Korea/AutoRAG/compare/v0.1.11...v0.1.12

What's Changed
* Fix error at UPR and Colbert Reranker on GPU by vkehfdl1 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/424
* [HotFix] empty cache and return only float value at vllm.py by vkehfdl1 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/426
* Refactor prompt maker run.py for preventing long processing time and OOM by vkehfdl1 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/427
* Add Ragas context precision metric by vkehfdl1 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/431
* Add threshold cutoff module by bwook00 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/428
* Add percentile cutoff module by bwook00 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/429
* dump version v0.1.11 by vkehfdl1 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/433


**Full Changelog**: https://github.com/Marker-Inc-Korea/AutoRAG/compare/v0.1.10...v0.1.11

What's Changed
* Add various option for tokenize BM25 by vkehfdl1 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/409
* Mock cohere and JinaAI test codes by vkehfdl1 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/420
* Add Metrics documentation by bwook00 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/419
* dump version 0.1.10 by vkehfdl1 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/423


**Full Changelog**: https://github.com/Marker-Inc-Korea/AutoRAG/compare/v0.1.9...v0.1.10

What's Changed
* Add retrieval_ndcg_metric by bwook00 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/386
* Add mrr retrieval metric by bwook00 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/390
* Add MAP (Mean Average Precision) retrieval metric by bwook00 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/401
* Make new openai_llm generator module by vkehfdl1 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/404
* Parallel Processing of Ko Reranker by bwook00 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/403
* Fix mock error by vkehfdl1 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/406
* dump version 0.1.9 by vkehfdl1 in https://github.com/Marker-Inc-Korea/AutoRAG/pull/408


**Full Changelog**: https://github.com/Marker-Inc-Korea/AutoRAG/compare/v0.1.8...v0.1.9