cross-encoder

There are 37 repositories under cross-encoder topic.

  • PrithivirajDamodaran/FlashRank

    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.

    Language:Python88263062

  • mickymultani/RAG-with-Cross-Encoder-Reranker

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

    Language:Jupyter Notebook50104

  • svjack/Sbert-ChineseExample

    Sentence-Transformers Information Retrieval example on Chinese

    Language:Python30106

  • jordane95/dual-cross-encoder

    Dual Cross Encoder for Dense Retrieval

    Language:Python18212

  • ALucek/rag-reranking

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

    Language:Jupyter Notebook15005

  • dwyl/rag-elixir-doc

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

    15502

  • cambridgeltl/BLICEr

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

    Language:Python13403

  • jacobmarks/emoji_search

    Semantically Search Emojis From the Command Line!

    Language:Python13211

  • jacobmarks/emoji-search-plugin

    Semantic Emoji Search Plugin for FiftyOne

    Language:Python7202

  • Dhyanesh18/rag-enterprise-search

    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

    Language:Python410

  • jd-coderepos/rag-reranker-QA

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

    Language:Python3110

  • abdulvahapmutlu/research-agent

    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.

    Language:Jupyter Notebook2

  • charanhu/reranker_with_query_expansion

    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.

    Language:Python2100

  • shreyansh26/Accelerating-Cross-Encoder-Inference

    Leveraging torch.compile to accelerate cross-encoder inference

    Language:Python210

  • D1ffic00lt/ai-pastproof

    PastProof AI – ML core for automated fact-checking: ingests raw text, finds evidence in a custom corpus, and returns only the false claims it can refute, together with supporting passages and (optionally) an LLM explanation.

    Language:Python1001

  • dynamicanupam/Fashion_Recommendation_System_using_RAG_pipeline

    A GenAI based search system that scans numerous fashion product descriptions to recommend suitable options based on user queries.

    Language:Jupyter Notebook1110

  • eslammohamedtolba/Financial-Insight-Engine

    An AI analyst with a hybrid LLM architecture 🤖. Uses a fine-tuned Phi-3 Mini (3.8B) for local RAG answer generation & Gemini 1.5 Pro for query analysis of SEC filings (AAPL, MSFT, GOOG, AMZN, META).

    Language:Jupyter Notebook1002

  • Hungreeee/Reranker-Encoders

    TinyBERT-based bi-encoder, cross-encoder, and poly-encoder trained on MS MACRO for passage re-ranking

    Language:Python110

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

    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.

    Language:Python10

  • ProjectDossier/ESSIR-2023-Legal-Tutorial

    Official respository for Legal Tutorial in The 14th European Summer School on Information Retrieval

    Language:Jupyter Notebook1400

  • VedantKothari01/DocInsight

    AI-powered document originality and plagiarism risk detection system combining semantic similarity (SBERT), stylometric analysis, and citation masking for explainable, multi-layered originality scoring.

    Language:Python1

  • adarsh-k27r/SalahKart

    Collection of some of my works during my internship period at Salahkart for preview and educational purpose only.

    Language:Jupyter Notebook0100

  • ericphann/search-for-movie-plots

    Baseline models for searching for movie plots from Wikipedia articles. Techniques include BM25 (lexical search), bi/cross-encoding (semantic search), and retrieval-augmented generation (RAG) using Mistal 7B through Fireworks.ai.

    Language:Jupyter Notebook0100

  • esnanta/ai-doquery-chatbot

    Prototipe Document Q&A Bot yang dirancang untuk menyajikan informasi terkait regulasi.

    Language:Jupyter Notebook0100

  • LEANDERANTONY/HelpmateAI_RAG_QA_System

    Retrieval-Augmented QA system for research documents/insurance policies using LangChain, ChromaDB, and OpenAI LLMs. Supports query reranking and few-shot prompting.

    Language:Jupyter Notebook00

  • mcxraider/sph-timeline-project

    Timeline Project

    Language:Python0100

  • pranav-ap/library_rag

    A RAG agent for local document retrieval and answer generation

    Language:Jupyter Notebook0100

  • RLAlpha49/AniSearch-Model

    AniSearchModel leverages Sentence-BERT (SBERT) models to generate embeddings for synopses, enabling the calculation of semantic similarities between descriptions. This allows users to find the most similar anime or manga based on a given description.

    Language:Python0100

  • Sibo-Ding/Steam-Game-Search-Engine

    A Web App for Searching Steam Games

    Language:Python0101

  • KhaledYaish0/rag-streamlit-app

    Ask questions to your PDFs using AI (RAG + Streamlit). Upload any PDF and get smart answers — powered by semantic search and summarization.

    Language:Python

  • LeoFu9487/ModelPulse

    LLM News & Research Radar : Self-Improving RAG Engine

    Language:Python00

  • MohamedNassih/Evaluation-Pertinence-Juridique-ML

    Évaluation de la pertinence (question ↔ article juridique) en français. Pipeline complet (prépa → modèles → soumission) avec CamemBERT en bi-encodeur calibré (MSE/Spearman), + variantes cross-encoder.

    Language:Python

  • Pinsuda-K/rag-game-patch-th

    Hybrid RAG for Thai ROV patch notes: normalize diffs → hybrid retrieve (BM25 + dense in Chroma, MMR, optional bge reranker) → citation-first answers via FastAPI with OpenAI/Ollama generators. | ระบบ RAG ภาษาไทยสำหรับแพตช์โน้ต ROV

    Language:Python

  • sarabesh/Retrieval-Reranker

    Set of notebooks used to experiment and learn about retreival and reranking strategies provided by qdrant over BEIR MS-Macros dataset.

    Language:Jupyter Notebook

  • Sarb-jot/system-prompt-research

    🔍 Analyze system prompts in large language models to understand design principles and enhance AI application effectiveness.

  • ycz425/qa_retrieval

    Exploration of retrieval methods on the HotpotQA corpus, combining dense retrieval and feature-based reranking. Achieved a mean nDCG@10 of 0.9416 using LambdaRank with features such as cross-encoder score, LLM score, BM25 score, and token-based statistics—surpassing dense retriever + cross-encoder baselines.

    Language:Python