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PrithivirajDamodaran / FlashRank

Sponsor

Star 937

Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.

ranking full-text-search semantic-search reranking rag vector-search vector-database hybrid-search cross-encoder lexical-search retrieval-augmented-generation

Updated Jan 1, 2026
Python

mickymultani / RAG-with-Cross-Encoder-Reranker

Star 50

Testing speed and accuracy of RAG with, and without Cross Encoder Reranker.

encoder zephyr reranker rag huggingface huggingface-transformers cross-encoder llm llmops llm-inference

Updated Jan 12, 2024
Jupyter Notebook

svjack / Sbert-ChineseExample

Star 30

Sentence-Transformers Information Retrieval example on Chinese

elasticsearch pandas pytorch indexer chinese cos bm25 sentence-embeddings faiss sentence-transformers bi-encoder cross-encoder

Updated Feb 18, 2024
Python

ALucek / rag-reranking

Star 20

An overview of popular reranking models and architectures for 2 stage RAG pipelines

Updated Jun 10, 2025
Jupyter Notebook

jordane95 / dual-cross-encoder

Star 17

Dual Cross Encoder for Dense Retrieval

dual-encoder query-generation cross-encoder dense-retrieval

Updated Mar 15, 2023
Python

dwyl / rag-elixir-doc

Star 15

Livebook to run a Phoenix_LiveView documentation Retrieval-Augmented Generation (RAG) enhanced LLM

elixir embeddings rag sbert cross-encoder livebook llm-inference retrieval-augmented-generation

Updated Sep 11, 2024

jacobmarks / emoji_search

Star 13

Semantically Search Emojis From the Command Line!

emoji unicode transformer clip semantic-search sentence-transformers cross-encoder

Updated Nov 26, 2023
Python

chu2bard / rankfuse

Star 13

Reranking and result fusion for search and RAG pipelines

python search retrieval reranking rag cross-encoder

Updated Feb 11, 2026
Python

cambridgeltl / BLICEr

Star 13

Improving Bilingual Lexicon Induction with Cross-Encoder Reranking (Findings of EMNLP 2022). Keywords: Bilingual Lexicon Induction, Word Translation, Cross-Lingual Word Embeddings.

information-retrieval machine-translation word-embeddings pytorch self-learning word-alignment reranking bilingual-word-embedding bilingual-lexicon-extraction fasttext-embeddings cross-lingual-embeddings xlm-roberta xlm-r low-resource-machine-translation bilingual-lexicon-induction cross-encoder cross-lingual-word-embedding word-translation cross-lingual-word-embeddings bilingual-dictionary-induction

Updated Feb 2, 2023
Python

jacobmarks / emoji-search-plugin

Star 7

Semantic Emoji Search Plugin for FiftyOne

emoji computer-vision transformers semantic-search sentence-transformers cross-encoder clip-model fiftyone

Updated Apr 4, 2024
Python

MERakram / Advanced-RAG-monorepo

Star 5

🚀 Production-ready modular RAG monorepo: Local LLM inference (vLLM) • Hybrid retrieval with Qdrant • Semantic caching • Docling document parsing • Cross-encoder reranking • DeepEval evaluation • Full observability with Langfuse • Open WebUI chat interface • OpenAI-compatible API • Fully Dockerized

python nlp ai self-hosted reranking rag fastapi vector-database cross-encoder qdrant vllm langfuse open-webui deepeval

Updated Jan 28, 2026
Python

Dhyanesh18 / rag-enterprise-search

Star 4

A genral RAG Search chatbot, with SoTA RAG techniques such as HyDE, Hybrid retrieval with BM25 + RRF and Cross encoder reranking. Evaluated on the BEIR scifact dataset and compared all the different pipelines i tried along the way

hyde rag cross-encoder biencoder beir chromadb rag-chatbot scifact hybrid-rag llamacpp-python

Updated Aug 23, 2025
Python

jd-coderepos / rag-reranker-QA

Star 3

This repository hosts the code to launch a streamlit Q&A app that locally uses LLMs in a RAG-Reranker workflow

reranker rag streamlit streamlit-webapp cross-encoder large-language-models llm retrieval-augmented-generation ollama ollama-api llama3

Updated Jan 21, 2025
Python

charanhu / reranker_with_query_expansion

Star 2

This repository showcases a comprehensive approach to information retrieval, document re-ranking, and language model integration. It incorporates techniques such as document chunking, embedding projection, and automatic query expansion to enhance the effectiveness of information retrieval systems.

query reranking sentence-transformers cross-encoder llm chromadb watsonx query-ex

Updated Feb 2, 2024
Python

abdulvahapmutlu / research-agent

Star 2

A hybrid Research Assistant that combines an exact Knowledge Graph (Neo4j) with a Retrieval‐Augmented Generation pipeline (FAISS + Cross‐Encoder + FLAN‐T5) behind a sleek Streamlit interface.

agent docker deep-learning neo4j graph faiss rag orchest cross-encoder flan-t5 aiagent rag-agent

Updated Jun 21, 2025
Jupyter Notebook

schwichtgit / ai-resume

Star 2

AI-Resume is a containerized web application that acts as your digital professional proxy. Transform your CV into a conversational agent.

rust grpc self-hosted production-ready multi-domain reference-implementation semantic-search portfolio-project containerized rag fastapi vector-database hybrid-search ai-agent cross-encoder openrouter hiring-tools memvid recruitment-tech architecture-example

Updated Feb 8, 2026
Python

shreyansh26 / Accelerating-Cross-Encoder-Inference

Star 2

Leveraging torch.compile to accelerate cross-encoder inference

inference-optimization mlsys jina cross-encoder torch-compile

Updated Mar 3, 2025
Python

mertafacan / end-to-end-pdf-rag-system

Star 1

End-to-end PDF RAG: FastAPI + Streamlit UI, Qdrant, and RAG workflows powered by LangChain/LangGraph. Dockerized with caching, optional GPU, and Prometheus/Grafana/Loki.