vector-store · GitHub Topics

#向量搜索引擎#Milvus 是一款开源的、针对海量特征向量的相似性搜索引擎

anns nearest-neighbor-search faiss vector-search image-search hnsw vector-database embedding-database embedding-store vector-store vector-similarity embedding-similarity distributed Go 大语言模型 cloud-native diskann rag

Go 34.44 k

1 天前

rapidsai / raft

#大语言模型#RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing hig...

anns clustering CUDA distance gpu information-retrieval linear-algebra 大语言模型机器学习 nearest-neighbors primitives solvers sparse 统计 vector-search vector-similarity vector-store

Cuda 876

16 小时前

akshata29 / entaoai

#大语言模型#Chat and Ask on your own data. Accelerator to quickly upload your own enterprise data and use OpenAI services to chat to that uploaded data and ask questions

Azure azureopenai ChatGPT openai pinecone vector-store azure-functions azure-webapp gpt-3 gpt-35-turbo langchain azure-openai

TypeScript 860

4 个月前

rapidsai / cuvs

#大语言模型#cuVS - a library for vector search and clustering on the GPU

anns clustering CUDA distance gpu information-retrieval 大语言模型机器学习 nearest-neighbors similarity-search sparse 统计 vector-search vector-similarity vector-store

Cuda 388

9 小时前

ChuloAI / BrainChulo

#大语言模型#Harnessing the Memory Power of the Camelids

langchain llama 大语言模型 Python chromadb FastAPI sqlmodel vector-store

Python 146

2 年前

cwida / PDX

#向量搜索引擎#⚡ Faster vector search with PDX: A vertical data layout for vectors

approximate-nearest-neighbor-search faiss information-retrieval nearest-neighbor-search simd similarity-search vector-database vector-search vector-store vectors

C++ 36

14 天前

databricks-industry-solutions / product-search

Semantic product search on Databricks

retail semantic-search vector-store model-serving

Python 32

1 年前

piomin / spring-ai-showcase

#大语言模型#Sample Spring AI Application with several use cases

ollama openai Spring Boot 大语言模型 multimodal-large-language-models multimodality pinecone rag retrieval-augmented-generation vector-store

Java 30

16 小时前

KenyonY / flaxkv

#大语言模型#🗲 A high-performance on-disk dictionary.

数据库 dictionary 机器学习 persistent-storage 深度学习 vector-store 大语言模型 leveldb lmdb

Python 28

1 个月前

elastic / semantic-kernel-net

The official Elasticsearch .NET Vector Store Connector for Microsoft Semantic Kernel.

人工智能 connector elasticsearch semantic-kernel vector-store

C# 14

1 个月前

ToxyBorg / llama_langchain_documents_embeddings

just testing langchain with llama cpp documents embeddings

documents embeddings langchain llama llamacpp vector-store faiss similarity-search

Python 14

10 个月前

Ashot72 / AI-Chatbot

#网络爬虫#Multi-User Chatbot with Langchain and Pinecone in Next.JS

ChatGPT langchain langchain-js MongoDB pinecone prisma large-language-model 大语言模型 vector-database vector-store ai-chatbot 聊天机器人 crawl 爬虫 Next

TypeScript 13

2 年前

MohammedAly22 / GenQuest-RAG

A Question Generation Application leveraging RAG and Weaviate vector store to be able to retrieve relative contexts and generate a more useful answer-aware questions

information-retrieval 自然语言处理 question-answering rag retrieval-augmented-generation transformers vector-database vector-store weaviate

Jupyter Notebook 11

3 个月前

jayeshbhandarkar / AgriGenius

AgriGenius: AI-Powered Agriculture Chatbot is a Python web application designed to empower farmers with information accessibility. AgriGenius leverages a Retrieval-Augmented Generation model to addres...

人工智能聊天机器人 retrieval-augmented-generation Flask Python chroma langchain pypdf2 requests API CSS HTML JavaScript embeddings sentence-transformers agriculture gen-ai vector-store

JavaScript 10

8 个月前

thustorage / PipeANN

#向量搜索引擎#[OSDI'25] Achieving Low-Latency Graph-Based Vector Search via Aligning Best-First Search Algorithm with SSD

anns approximate-nearest-neighbor-search diskann vector-database vector-search vector-store

C++ 10

6 天前

sharonmordechai / ai-assistant-with-vector-store

#计算机科学#The AI Assistant uses OpenAI's GPT models and Langchain for agent management and memory handling. With a Streamlit interface, it offers interactive responses and supports efficient document search wit...

人工智能数据科学 faiss langchain llms 机器学习 open-ai Streamlit vector-store

Python 9

1 年前

rpidanny / ShellyGPT

#大语言模型#A command-line tool that ingests documents and generates instant answers to your questions about those documents using ChatGPT, giving you the Sheldon Cooper you never had at your fingertips.

chat-gpt gpt gpt-3 gpt-4 大语言模型 milvus openai pinecone vector-store gpt-3-5

TypeScript 8

2 年前

akshata29 / pitchbook

#大语言模型#

azure-functions azure-openai langchain-python 大语言模型 Node.js gpt-3 gpt-4 rag vector-search vector-store

TypeScript 7

1 年前

AidanTilgner / Simple-Vector-Store

A simple way to convert and manage files in vector storage.

命令行界面 embeddings openai Python vector-store

Python 6

6 天前

Pavansomisetty21 / RAG-based-Intelligent-Conversational-AI-Agent-for-Knowledge-Extraction-Using-LangChain-Gemini-LLM

In this we implements a Retrieval-Augmented Generation (RAG) based conversational AI agent designed for intelligent knowledge extraction from PDF documents. Leveraging LangChain and Google’s Gemini L...

ai-agent ai-agents ai-agents-framework conversational-agents conversational-ai embeddings gemini langchain large-language-models rag retrieval-augmented-generation spaCy vector-database vector-store chroma chromadb

Jupyter Notebook 5

7 个月前