rag 10 nlp 8 retrieval 7 retrieval-augmented-generation 6 llm 4 search 3 information-retrieval 3 vector-search 3 hybrid-search 3 semantic-search 3 ranking 3 python 2 lexical-search 2 benchmark 2 vector-database 2 ai 2 RAG 2 full-text-search 2 cross-encoder 2 sbert 2 colbert 2 unsupervised-learning 1 retriever 1 plot 1 chroma 1 flow 1 text-embedding 1 rank 1 embedding 1 rankflow 1 multi-modal 1 colpali 1 machine learning 1 bge-m3 1 transformer 1 sentence-embeddings 1 pytorch 1 paraphrase-identification 1 domain-adaptation 1 algorithmic-fairness 1 fa*ir 1 fairness 1 embeddings 1 mixedbread.ai 1 NLP 1 Embeddings 1 visualization 1 rag-visualization 1 plotting 1 bumpchart 1 bump-plot 1 bump-chart 1 rag-evaluation-plot 1 rag-eval-plot 1 rag-eval 1 rag-evaluation 1 evaluation 1 hyde 1 splade 1 local 1 large-language-models 1 retrieval-augemented-generation 1 tsvector 1 sqlite 1 reranker 1 query-adapter 1 postgresql 1 postgres 1 pgvector 1 pdf 1 markdown 1 late-interaction 1 late-chunking 1 evals 1 chainlit 1 transformers 1 machine-learning 1 text-classification 1 sts 1 sgpt 1 sentence-transformers 1 neural-search 1 multilingual-nlp 1 clustering 1 bitext-mining 1 text embeddings 1 deep learning 1 retrival-augmented-generation 1 ranked-retrieval 1 question-answering 1 chatgpt 1 agent 1 re-ranking 1 streamlit 1 openai-chatgpt 1 langchain-python 1 chatbot 1 openai 1