Projects in Awesome Lists tagged with reranking

https://github.com/embeddings-benchmark/mteb

MTEB: Massive Text Embedding Benchmark

benchmark bitext-mining clustering information-retrieval multilingual-nlp neural-search reranking retrieval sbert semantic-search sentence-transformers sgpt sts text-classification text-embedding

Last synced: 17 Dec 2024

https://github.com/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

Last synced: 19 Dec 2024

https://github.com/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

Last synced: 15 Nov 2024

https://github.com/superlinear-ai/raglite

🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with PostgreSQL or SQLite

chainlit colbert evals hybrid-search late-chunking late-interaction llm markdown pdf pgvector postgres postgresql query-adapter rag reranker reranking retrieval-augmented-generation sqlite tsvector vector-search

Last synced: 17 Dec 2024

https://github.com/snexus/llm-search

Querying local documents, powered by LLM

chatbot chroma hyde langchain-python large-language-models llm openai-chatgpt rag reranking retrieval-augmented-generation splade streamlit

Last synced: 20 Dec 2024

https://github.com/sunnweiwei/rankgpt

Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]

chatgpt information-retrieval large-language-models reranking

Last synced: 09 Nov 2024

https://github.com/anush008/fastembed-rs

Rust library for generating vector embeddings, reranking locally

embeddings fastembed rag reranker reranking retrieval retrieval-augmented-generation vector-search

Last synced: 20 Dec 2024

https://github.com/mgonzs13/llama_ros

llama.cpp (GGUF LLMs) and llava.cpp (GGUF VLMs) for ROS 2

cpp embeddings ggml gguf gpt langchain llama llamacpp llava llavacpp llm rerank reranking ros2 vlm

Last synced: 21 Dec 2024

https://github.com/ducha-aiki/manifold-diffusion

Diffusion on manifolds for image retrieval

diffusion image-retrieval manifold python reranking

Last synced: 01 Nov 2024

https://github.com/willard-yuan/SoTu

Bag of Visual Feature with Hamming Enbedding, Reranking

bovw geometry-verification hamming-embedding reranking

Last synced: 28 Oct 2024

https://github.com/devsinghsachan/unsupervised-passage-reranking

Code, datasets, and checkpoints for the paper "Improving Passage Retrieval with Zero-Shot Question Generation (EMNLP 2022)"

information-retrieval language-model open-domain reranking

Last synced: 20 Dec 2024

https://github.com/jiesutd/rerankner

Neural Reranking for Named Entity Recognition, accepted as regular paper at RANLP 2017

ner neural-network reranking

Last synced: 28 Nov 2024

https://github.com/dcarpintero/wikisearch

Multilingual Semantic Search with Reranking on a prepared large vectorized dataset comprising 10 million Wikipedia documents. It supports dense retrieval, keyword search, and hybrid search.

cohere cohere-rerank dense-retrieval embedding-vectors generative-ai large-language-models python reranking semantic-search streamlit weaviate wikipedia

Last synced: 03 Dec 2024

https://github.com/bhavnicksm/pokemon-card-explorer

Who's that Pokemon (card)? Search over more than 10K Pokemon cards to find out the coolest one yet! ✨

cohere openai openai-api pinecone pokemon python3 reranking retrieval similarity-search streamlit vectordb

Last synced: 03 Dec 2024

https://github.com/osamhack2020/app_sum_cometoosam

Smart Untact Meeting / 전문가추천시스템 APP

android association-matrix big-data firebase-auth firebase-cloud-messaging firebase-functions firebase-realtime-database firebase-storage git glide java javascript nodejs nosql photoview reranking retrofit social-network-analysis social-relations topic-sensitive

Last synced: 13 Nov 2024

https://github.com/apsinghanalytics/finragify_app

An LLM app leveraging RAG with LangChain and GPT-4 mini to analyze earnings call transcripts, assess company performance, using natural language queries (NLP), FAISS (vector database), and Hugging Face re-ranking models.

aws-ec2 cloud-application docker-container earnings-transcripts faiss-vector-database finance fine-tuning gpt-4o-mini huggingface-models langchain-python large-language-model natural-language-processing pretrained-language-model prompt-engineering question-answering-system reranking retrieval-augmented-generation stocks vector-embeddings

Last synced: 19 Dec 2024

https://github.com/rupeshtr78/chroma-db-rag

Chroma DB vector database, with embedding and reranker models to implement a Retrieval Augmented Generation (RAG) system.

chromadb embeddings golang huggingface-models huggingface-transformers ollama rag re-ranking reranking text-embeddings-inference vector-database

Last synced: 13 Nov 2024

https://github.com/100percentbaka/generate-o-book

6th sem mini project

cohere-ai gradio huggingface-transformers langchain reranking

Last synced: 21 Dec 2024

https://github.com/metehan777/google-rerank-tool

A Python cli-command tool for creating reports for any Google query.

bert google nlp reranker reranking semantic seo seo-optimization

Last synced: 19 Nov 2024

https://github.com/jhaayush2004/reranking-in-rag

Reranking from scratch using sentence-transformer, BM25, Cohere and Cross-Encoders !!!

bm25 cohere cross crossencoder flashrerank nlp rag reranking sentence-transformers

Last synced: 04 Dec 2024

https://github.com/eliaspereirah/searchaugmentedllm

SearchAugmentedLLM empowers LLMs with relevant web information. Given a query, it searches Google, processes top results, chunks the content, ranks by relevance, and returns the most pertinent text to provide context to the LLM. Ideal for RAG (Retrieval Augmented Generation) applications.

google-search-api grounding-llms llm rag rerank reranker reranking retrieval-augmented-generation

Last synced: 24 Nov 2024