semantic-search · GitHub Topics | GitHub 中文社区

#自然语言处理# Haystack 是一个开源 NLP 框架，利用预训练的 Transformer 模型。帮组开发者能快速实现一个生产级的语义搜索、问答、摘要和文档排名的NLP应用

nlp question-answering bert language-model pytorch semantic-search squad information-retrieval summarization transformers

Python17.81 k

21 小时前

khoj

@khoj-ai

#大语言模型# Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI ...

semantic-search emacs obsidian-md chat chatgpt ai llm productivity agent self-hosted

Python15.89 k

1 小时前

weaviate

@weaviate

#搜索# Weaviate 是一个开源矢量数据库，它同时存储对象和矢量，允许将矢量搜索与结构化过滤与云原生数据库的容错和可扩展性相结合，所有这些都可以通过 GraphQL、REST 和各种语言客户端访问。

search-engine semantic-search semantic-search-engine vector-search vector-search-engine vector-database approximate-nearest-neighbor-search image-search hnsw information-retrieval

Go11.57 k

1 小时前

txtai

@neuml

#自然语言处理# All-in-one 一站式 embedding 数据库，语义搜索、LLM 编排和语言模型workflows

python search machine-learning nlp semantic-search neural-search vector-search txtai llm vector-database

Python9.46 k

2 小时前

lancedb

@lancedb

#搜索# Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

approximate-nearest-neighbor-search image-search nearest-neighbor-search recommender-system search-engine semantic-search similarity-search vector-database

Rust4.79 k

2 小时前

Top2Vec

@ddangelov

Top2Vec learns jointly embedded topic, document and word vectors.

翻译 - Top2Vec学习联合嵌入的主题，文档和单词向量。

topic-modeling word-embeddings document-embedding topic-vector topic-search text-search text-semantic-similarity topic-modelling semantic-search bert

Python2.95 k

8 天前

databerry

@gmpetrov

#大语言模型# The no-code platform for building custom LLM Agents

ai chatgpt chatgpt-plugins llm no-code openai qdrant semantic-search typescript

TypeScript2.93 k

5 个月前

semantra

@freedmand

#计算机科学# Multi-tool for semantic search

cli machine-learning semantic-search

Python2.52 k

3 个月前

mteb

@embeddings-benchmark

MTEB: Massive Text Embedding Benchmark

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

Jupyter Notebook1.96 k

2 天前

kernel-memory

Microsoft@microsoft

#大语言模型# RAG architecture: index and query any data using LLM and natural language, track sources, show citations, asynchronous memory patterns.

indexing llm memory rag semantic-search

C#1.61 k

3 天前

gnes

@gnes-ai

GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.

翻译 - GNES是通用神经弹性搜索，这是一种基于深度神经网络的云原生语义搜索系统。

gnes semantic-search

Python1.27 k

5 年前

aws-genai-llm-chatbot

AWS Samples@aws-samples

#大语言模型# A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere, Mistral) using AWS CDK on AWS

cdk chatbot genai huggingface llm sagemaker semantic-search vectordb aurora pgvector

TypeScript1.1 k

2 天前

uform

@unum-cloud

#向量搜索引擎# Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

huggingface-transformers language-vision multimodal pytorch semantic-search transformer cross-attention vector-search bert neural-network

Python1.05 k

2 个月前