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1. rag-with-phi-2-and-langchain rag-with-phi-2-and-langchain Public

   Retrieval Augmented Generation demo using Microsoft's phi-2 LLM and langchain

   Python 19 2

2. kidist-amde/amharic-ir-benchmarks kidist-amde/amharic-ir-benchmarks Public

   Official codebase for the ACL 2025 Findings paper: Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval.

   Jupyter Notebook 17 6

3. splade-index splade-index Public

   Fast search index for SPLADE sparse retrieval models implemented in Python using Numpy, Numba and Scipy

   Python 4

4. phi-2-sft-and-dpo phi-2-sft-and-dpo Public

   Notebooks to create an instruction following version of Microsoft's Phi 2 LLM with Supervised Fine Tuning and Direct Preference Optimization (DPO)

   Jupyter Notebook 2

5. splade-tiny-msmarco splade-tiny-msmarco Public

   Python code to train SPLADE sparse retrieval models based on BERT-Tiny (4M) and BERT-Mini (11M) by distilling a Cross-Encoder on the MSMARCO dataset

   Jupyter Notebook 1

6. prod-rag-with-gemini-pro-and-pinecone prod-rag-with-gemini-pro-and-pinecone Public

   Gemini Pro LLM and Pinecone Vector Database for fast and performant Retrieval Augmented Generation (RAG) with LlamaIndex

   Jupyter Notebook 4