cross-encoder

There are 0 repository 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.
cross-encoder full-text-search hybrid-search lexical-search rag ranking reranking retrieval-augmented-generation semantic-search vector-database vector-search
Language:Python 882
mickymultani / RAG-with-Cross-Encoder-Reranker
Testing speed and accuracy of RAG with, and without Cross Encoder Reranker.
cross-encoder encoder huggingface huggingface-transformers llm llm-inference llmops rag reranker zephyr
Language:Jupyter Notebook 50
svjack / Sbert-ChineseExample
Sentence-Transformers Information Retrieval example on Chinese
sentence-transformers bm25 elasticsearch pandas sentence-embeddings cos bi-encoder cross-encoder chinese faiss indexer pytorch
Language:Python 30
jordane95 / dual-cross-encoder
Dual Cross Encoder for Dense Retrieval
cross-encoder dense-retrieval dual-encoder query-generation
Language:Python 18
ALucek / rag-reranking
An overview of popular reranking models and architectures for 2 stage RAG pipelines
colbert cross-encoder rag reranking semantic-similarity sentence-transformers
Language:Jupyter Notebook 15
dwyl / rag-elixir-doc
Livebook to run a Phoenix_LiveView documentation Retrieval-Augmented Generation (RAG) enhanced LLM
cross-encoder elixir embeddings livebook llm-inference rag sbert retrieval-augmented-generation
15
cambridgeltl / BLICEr
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking (Findings of EMNLP 2022). Keywords: Bilingual Lexicon Induction, Word Translation, Cross-Lingual Word Embeddings.
bilingual-dictionary-induction bilingual-lexicon-extraction bilingual-lexicon-induction bilingual-word-embedding cross-encoder cross-lingual-embeddings cross-lingual-word-embeddings fasttext-embeddings pytorch reranking self-learning word-alignment word-embeddings word-translation xlm-r xlm-roberta low-resource-machine-translation cross-lingual-word-embedding information-retrieval machine-translation
Language:Python 13
jacobmarks / emoji_search
Semantically Search Emojis From the Command Line!
clip emoji semantic-search unicode cross-encoder sentence-transformers transformer
Language:Python 13
jacobmarks / emoji-search-plugin
Semantic Emoji Search Plugin for FiftyOne
clip-model cross-encoder emoji semantic-search sentence-transformers transformers computer-vision fiftyone
Language:Python 7
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
beir biencoder chromadb cross-encoder hybrid-rag hyde llamacpp-python rag rag-chatbot scifact
Language:Python 4
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
cross-encoder large-language-models llama3 llm ollama ollama-api rag reranker retrieval-augmented-generation streamlit streamlit-webapp
Language:Python 3
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.
agent aiagent cross-encoder deep-learning docker faiss flan-t5 graph neo4j orchest rag rag-agent
Language:Jupyter Notebook 2
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.
chromadb cross-encoder llm query reranking sentence-transformers watsonx query-ex
Language:Python 2
shreyansh26 / Accelerating-Cross-Encoder-Inference
Leveraging torch.compile to accelerate cross-encoder inference
cross-encoder inference-optimization jina mlsys torch-compile
Language:Python 2
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.
cross-encoder deep-learning fact-checking faiss information-retrieval llm machine-learning nlp sentence-transformers transformers
Language:Python 1
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.
cross-encoder genai llm openai rag-pipeline text-embedding vector-database
Language:Jupyter Notebook 1
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).
chromadb cross-encoder fine-tuning langchain langgraph llm rag reranking semantic-search unsloth caching postgresql docker phi3-mini fastapi
Language:Jupyter Notebook 1
Hungreeee / Reranker-Encoders
TinyBERT-based bi-encoder, cross-encoder, and poly-encoder trained on MS MACRO for passage re-ranking
cross-encoder document-ranking passage-ranking
Language:Python 1
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.
cross-encoder docker-compose fastapi grafana-dashboard litellm llm loki prometheus python qdrant rag streamlit langchain langgraph
Language:Python 1
ProjectDossier / ESSIR-2023-Legal-Tutorial
Official respository for Legal Tutorial in The 14th European Summer School on Information Retrieval
cross-encoder large-language-models llm-rankers llm-rerankers statute-ranking statute-reranking
Language:Jupyter Notebook 1
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.
academic-integrity ai cross-encoder document-analysis explainable-ai faiss ml nlp plagiarism-detection sbert semantic-search streamlit stylometry text-mining originality-analysis
Language:Python 1
adarsh-k27r / SalahKart
Collection of some of my works during my internship period at Salahkart for preview and educational purpose only.
bs4 cross-encoder database-design embeddings huggingface-transformers integration-testing ner nlp-machine-learning nltk numpy-arrays pandas python resume-parser selenium-webdriver sentence-transformers skills-assessment spacy-nlp sts transformers unit-testing
Language:Jupyter Notebook 0
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.
bi-encoder bm25 cross-encoder fireworks keyword-search lexical-search mistral mistral-7b rag retrieval-augmented-generation semantic-search tf-idf
Language:Jupyter Notebook 0
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.
chromadb cross-encoder langchain openai-api
Language:Jupyter Notebook 0
mcxraider / sph-timeline-project
Timeline Project
cross-encoder hierarchical-clustering langchain mongodb sentence-transformers
Language:Python 0
pranav-ap / library_rag
A RAG agent for local document retrieval and answer generation
bm25 chromadb cross-encoder gradio smolagents langchain langgraph
Language:Jupyter Notebook 0
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.
anime api data-analysis data-merging embeddings flask kaggle-datasets machine-learning manga natural-language-processing nlp python sentence-bert similarity-search hugging-face-datasets cross-encoder msmarco text-ranking
Language:Python 0
Sibo-Ding / Steam-Game-Search-Engine
A Web App for Searching Steam Games
cross-encoder docker fastapi gcp postgresql streamlit transformers vector-search
Language:Python 0
esnanta / ai-doquery-chatbot
Prototipe Document Q&A Bot yang dirancang untuk menyajikan informasi terkait regulasi.
fastapi nltk pymupdf python sentence-transformers uvicorn yii2 cross-encoder aichatbot chatbot
Language:Jupyter Notebook
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.
cross-encoder nlp rag semantic-search streamlit
Language:Python
LeoFu9487 / ModelPulse
LLM News & Research Radar : Self-Improving RAG Engine
bm25 cross-encoder docker embeddings faiss gpu-accelerated hybrid-search information-retrieval llm machine-learning nlp rag ragas retrieval-augmented-generation semantic-search sentence-transformers streamlit vector-search
Language:Python
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.
bi-encoder camembert cross-encoder deep-learning document-ranking machine-learning nlp pytorch relevance sentence-embeddings tokenization transformers information-retrievalinformation-retrieval
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
bge-m3 bm25 chromadb cross-encoder e5 fastapi gaming garena mmr nlp ollama openai playwright reranker retrieval-augmented-generation rov sentence-transformers thai web-scraping
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.
cross-encoder qdrant qdrant-vector-database rag reranker retrieval
Language:Jupyter Notebook
Sarb-jot / system-prompt-research
🔍 Analyze system prompts in large language models to understand design principles and enhance AI application effectiveness.
agentic-ai agentic-workflow ai ai-security chromadb cross-encoder faiss-vector-database fastapi hacktoberfest jailbreaks multi-agent-systems openai openai-api prompt-engineering prompt-injection-llm-security research swagger-ui youtube
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.
retrieval-systems cross-encoder dense-retrieval hotpotqa lambdarank llm-ranking qa-reterival retrieval
Language:Python

cross-encoder

PrithivirajDamodaran / FlashRank

mickymultani / RAG-with-Cross-Encoder-Reranker

svjack / Sbert-ChineseExample

jordane95 / dual-cross-encoder

ALucek / rag-reranking

dwyl / rag-elixir-doc

cambridgeltl / BLICEr

jacobmarks / emoji_search

jacobmarks / emoji-search-plugin

Dhyanesh18 / rag-enterprise-search

jd-coderepos / rag-reranker-QA

abdulvahapmutlu / research-agent

charanhu / reranker_with_query_expansion

shreyansh26 / Accelerating-Cross-Encoder-Inference

D1ffic00lt / ai-pastproof

dynamicanupam / Fashion_Recommendation_System_using_RAG_pipeline

eslammohamedtolba / Financial-Insight-Engine

Hungreeee / Reranker-Encoders

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

ProjectDossier / ESSIR-2023-Legal-Tutorial

VedantKothari01 / DocInsight

adarsh-k27r / SalahKart

ericphann / search-for-movie-plots

LEANDERANTONY / HelpmateAI_RAG_QA_System

mcxraider / sph-timeline-project

pranav-ap / library_rag

RLAlpha49 / AniSearch-Model

Sibo-Ding / Steam-Game-Search-Engine

esnanta / ai-doquery-chatbot

KhaledYaish0 / rag-streamlit-app

LeoFu9487 / ModelPulse

MohamedNassih / Evaluation-Pertinence-Juridique-ML

Pinsuda-K / rag-game-patch-th

sarabesh / Retrieval-Reranker

Sarb-jot / system-prompt-research

ycz425 / qa_retrieval