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Python 2 Updated Jan 7, 2025

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 3 Updated Jan 3, 2025

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 2 Updated Dec 25, 2024

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

Python 2 Updated Jan 9, 2025

Ensembling LLMs using LLM-Blender

Python 5 1 Updated Jan 9, 2025

Performance Evaluation of Rankers and RRF Techniques for Retrieval Pipelines

Python 3 Updated Aug 21, 2024

MTEB: Massive Text Embedding Benchmark

Jupyter Notebook 2,066 292 Updated Jan 9, 2025

Automatically generate comprehensive Pull Request descriptions with LLMs

22 1 Updated Jan 9, 2025

AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data…

Python 18,508 1,990 Updated Jan 9, 2025

Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).

Python 2,755 234 Updated Aug 15, 2024

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

Python 2,081 265 Updated Sep 17, 2024

scikit-learn: machine learning in Python

Python 60,713 25,494 Updated Jan 9, 2025
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