reranking · GitHub Topics

MTEB: Massive Text Embedding Benchmark

benchmark clustering information-retrieval sentence-transformers sts text-embedding retrieval neural-search semantic-search sbert text-classification reranking

Python 2.61 k

9 小时前

superlinear-ai / raglite

#大语言模型#🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL

大语言模型 Markdown pdf rag retrieval-augmented-generation SQLite vector-search pgvector PostgreSQL reranking late-chunking late-interaction colbert evals query-adapter chainlit duckdb

Python 1.01 k

5 天前

PrithivirajDamodaran / FlashRank

#向量搜索引擎#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 & C...

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

Python 814

7 个月前

AnswerDotAI / byaldi

#自然语言处理#Use late-interaction multi-modal models such as ColPali in just a few lines of code.

colbert 自然语言处理 rag reranking retrieval multi-modal

Python 793

5 个月前

ict-bigdatalab / awesome-pretrained-models-for-information-retrieval

A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).

information-retrieval reranking web-search pretrained-language-models

667

1 年前

sunnweiwei / RankGPT

#大语言模型#Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]

ChatGPT information-retrieval large-language-models reranking

Python 612

1 年前

snexus / llm-search

#大语言模型#Querying local documents, powered by LLM

chroma langchain-python large-language-models openai-chatgpt splade 聊天机器人大语言模型 Streamlit rag reranking retrieval-augmented-generation mcp

Jupyter Notebook 603

15 天前

Anush008 / fastembed-rs

#向量搜索引擎#Rust library for generating vector embeddings, reranking.

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

Rust 531

6 天前

DataScienceUIBK / Rankify

#自然语言处理#🔥 Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation 🔥. Our toolkit integrates 40 pre-retrieved benchmark datasets and supports 7+ retrieval techni...

自然语言处理 question-answering rag reranking retrieval agent 大语言模型人工智能 ChatGPT information-retrieval

Python 467

5 天前

wassim249 / YT-Navigator

#大语言模型#YT Navigator: AI-powered YouTube content explorer that lets you search and chat with channel videos using AI agents. Extract insights from hours of content in seconds with semantic search and precise ...

agentic-ai agentic-rag 人工智能 Django langchain langgraph 大语言模型 Python rag reranking YouTube youtube-bot

Python 450

3 个月前

wzdavid / ThinkRAG

A LLM RAG system runs on your laptop. 大模型检索增强生成系统，可以轻松部署在笔记本电脑上，实现本地知识库智能问答。

deepseek llamaindex moonshot ollama rag Streamlit zhipuai langchain laptop openai hybrid-search knowledgebase reranking 聊天机器人 chromadb elasticsearch embedding lancedb retrieval-augmented-generation

Python 240

4 个月前

mgonzs13 / llama_ros

#大语言模型#llama.cpp (GGUF LLMs) and llava.cpp (GGUF VLMs) for ROS 2

C++gpt llama 大语言模型 ros2 ggml gguf llamacpp llava vlm langchain embeddings rerank reranking

C++ 208

12 天前

ducha-aiki / manifold-diffusion

Diffusion on manifolds for image retrieval

image-retrieval Python reranking diffusion manifold

Python 126

5 年前

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 reranking

Python 101

3 年前

yzhangcs / SoTu

A flask-based cbir system

Flask cbir bof reranking

Python 89

1 年前

morningmoni / GAR

Code and resources for papers "Generation-Augmented Retrieval for Open-Domain Question Answering" and "Reader-Guided Passage Reranking for Open-Domain Question Answering", ACL 2021

question-answering retrieval-model reranking

Python 75

3 年前

opensolon / solon-ai

#大语言模型#Java AI (agent) full scenario application development framework (LLM, Function Call, RAG, Embedding, Reranking, Flow, MCP Server, Mcp Client). Compatible with java8 ~ java24.

人工智能 Java 大语言模型 rag modelcontextprotocol openai deepseek function-call mcp-client mcp-server chat embedding reranking

Java 73

5 天前