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1. llm-blender llm-blender Public

   Ensembling LLMs using LLM-Blender

   Python 6 1

2. rrf rrf Public

   Performance Evaluation of Rankers and RRF Techniques for Retrieval Pipelines

   Python 3

3. dataloaders dataloaders Public

   Dataloaders is a versatile library designed for processing and formatting datasets to support various Retrieval-Augmented Generation (RAG) pipelines, facilitating efficient evaluation and analysis.

   Python 3

4. rag-pipelines rag-pipelines Public

   Advanced RAG Pipelines and Evaluation: Self-Reflective RAG, Corrective RAG, Adaptive RAG, Sub-Query Generation and Routing, DSPy, DeepEval

   Python 3

5. hyperparameter-tuning hyperparameter-tuning Public

   Effect of Optimizer Selection and Hyperparameter Tuning on Training Efficiency and LLM Performance

   Python 2

6. vectordb vectordb Public

   Created pipelines for Semantic Search, Metadata Filtering, Hybrid Search, Reranking, and Retrieval-Augmented Generation (RAG) for the TriviaQA, ARC, PopQA, FactScore, and Edgar datasets. These pipe…

   Python 2