AVNLP

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9 repositories

rag-pipelines
Public
pinecone rag crag llm self-rag
Python
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MIT License
•0•2•0•0•Updated Jan 12, 2025Jan 12, 2025
llm-blender
Public
Ensembling LLMs using LLM-Blender
rag rankers llm-blender
Python
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MIT License
•1•5•0•0•Updated Jan 9, 2025Jan 9, 2025
hyperparameter-tuning
Public
Effect of Optimizer Selection and Hyperparameter Tuning on Training Efficiency and LLM Performance
hyperparameter-tuning adam-optimizer sgd-optimizer sgd-momentum optimizers rmsprop-optimizer
Python
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MIT License
•0•2•0•0•Updated Jan 9, 2025Jan 9, 2025
finrag
Public
finance pinecone rag earnings-calls crag corrective-rag self-reflective-rag self-rag
Python
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MIT License
•0•2•0•0•Updated Jan 7, 2025Jan 7, 2025
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 pipelines have been implemented for the Pinecone, Weaviate and Chroma vector databases.
haystack pinecone weaviate vector-database llm langchain
Python
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MIT License
•0•3•0•0•Updated Jan 3, 2025Jan 3, 2025
.github
Public
MIT License
•0•0•0•0•Updated Jan 2, 2025Jan 2, 2025
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
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MIT License
•0•2•0•0•Updated Dec 25, 2024Dec 25, 2024
rrf
Public
Performance Evaluation of Rankers and RRF Techniques for Retrieval Pipelines
ranker rrf reciprocal-rank-fusion similarity-ranker lost-in-the-middle-ranker diversity-ranker
Python
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MIT License
•0•3•0•0•Updated Aug 21, 2024Aug 21, 2024
finbert-hf
Public
Python
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MIT License
•0•0•0•0•Updated Jan 30, 2023Jan 30, 2023