vector-db · GitHub Topics

HelixDB is a powerful, graph-vector database built in Rust for millisecond query latency and ease of use.

人工智能命令行界面数据库 graph-database helix Neo4j qdrant rag Rust rust-crate surrealdb vector vector-database vector-db vectorsearch

Rust 249

3 小时前

l3vels / L3AGI

#大语言模型#Open-source framework to make AI agents' team collaboration as effective as human collaboration.

agent agi 人工智能 autonomous-agents gpt-3 gpt-4 langchain 大语言模型 React vector-db artificial-general-intelligence agent-simulations openai team multi-agents

TypeScript 223

3 个月前

nitaiaharoni1 / vector-storage

#向量搜索引擎#Vector Storage is a vector database that enables semantic similarity searches on text documents in the browser's local storage. It uses OpenAI embeddings to convert documents into vectors and allows s...

LocalStorage semantic-search vector-db cosine-similarity embedding-vectors JavaScript npm Open Source openai semantic-similarity TypeScript vector-database vector-search vector-similarity

TypeScript 220

4 个月前

Dripfarm / SVDB

#大语言模型#Swift Vector Database. On-device, local vector database for building the next-generation of user experiences

embeddings 大语言模型 Swift vector-database vector-db

Swift 171

2 年前

cgtuebingen / ggnn

GGNN: State of the Art Graph-based GPU Nearest Neighbor Search

CUDA ann nearest-neighbor-search gpu approximate-nearest-neighbor-search vector-database vector-db

Cuda 154

2 个月前

vdutts7 / youtube-gpt

YouTubeGPT • AI Chat with 100+ videos ft. YouTuber Marques Brownlee (@ MKBHD) ⚡️🔴🤖💬

人工智能 pinecone vector-db gpt youtube-api-v3

TypeScript 67

1 年前

rafaelpierre / moviegpt

#大语言模型#MovieGPT: A RAG, Gen AI application for Movie Recommendations

ChatGPT large-language-models llama-index 大语言模型 recsys semantic-search vector-db

Jupyter Notebook 30

8 个月前

prrao87 / lancedb-study

Benchmark study on LanceDB, an embedded vector DB, for full-text search and vector search

lancedb vector-database vector-db embedded-database

Python 23

1 年前

hkproj / retrieval-augmented-generation-notes

Slides for "Retrieval Augmented Generation" video

embedding-vectors hnsw language-model retrieval-augmented-generation study-notes vector-db

Jupyter Notebook 20

1 年前

Zipstack / unstract-adapters

Unstract's interface to LLMs, Embeddings and VectorDBs.

development-tools llm-framework sdk-python unstructured-data vector-db

Python 18

9 个月前

hpi-swa-lab / Squeak-SemanticText

#自然语言处理#ChatGPT, embedding search, and retrieval-augmented generation for Squeak/Smalltalk

ChatGPT embedding-vectors embeddings openai openai-api rag retrieval-augmented-generation semantic-search semantic-similarity vector-database vector-db 自然语言处理

Smalltalk 11

1 个月前

mantrakp04 / sheer

A fully client-side chat application with AI capabilities running entirely in your browser. No servers, complete privacy, and persistent storage.

人工智能 ai-agents LocalStorage ollama ai-chat vector-db

TypeScript 8

1 个月前

aws-samples / rag-with-amazon-bedrock-and-documentdb

#向量搜索引擎#Question Answering Generative AI application with Large Language Models (LLMs), Amazon Bedrock, and Amazon DocumentDB (with MongoDB Compatibility)

aws-bedrock langchain llms rag vector-db vector-search

Jupyter Notebook 8

4 个月前

habanoz / crawl-for-vector-db

#网络爬虫#A web site crawler for semantic search.

crawling langchain question-answering semantic-search vector-db

Jupyter Notebook 4

1 年前

raisultan / pac

Automation of Prioritization and Categorization of Support Tickets Using LLMs and Vector DBs

categorization function-calling llms CSS Resets vector-db

Python 3

1 年前

legobridge / retrieval-augmented-generation

#大语言模型#A proof-of-concept of retrieval-augmented generation, using Google's PaLM API.

chromadb google-palm 大语言模型 retrieval-augmented-generation vector-db

Python 2

2 年前

dhavalCode / genius-ai

GeniusAI: Personalized AI companions powered by Llama 2 13B model. Engage in diverse conversations, explore personas, and revolutionize learning interactively.

generative-ai langchain langchain-js monorepo Next next-auth Redis Tailwind CSS turbo turborepo TypeScript vector-db zod

TypeScript 2

1 年前

Amruth-github / Question-Generation-using-LLMs-and-Vector-DB

#大语言模型#This project generates question over a given corpus of information. It uses a LLM and the FAISS vector DB to acomplish the above mentioned objectives.

generative-ai langchain 大语言模型 vector-db

Jupyter Notebook 1

2 年前