vector-index · GitHub Topics

#大语言模型#Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, a...

聊天机器人 hugging-face 大语言模型 llm-local llm-prompting llm-security llmops pathway real-time vector-index open-ai vector-database retrieval-augmented-generation 机器学习 rag

Jupyter Notebook 39.94 k

1 个月前

pathway-labs / dropbox-ai-chat

AI-powered Dropbox search tool for private documents

人工智能 documents dropbox large-language-models llm-apps onedrive rag vector-index

Python 167

1 年前

JosefAlbers / Roy

#自然语言处理#Roy: A lightweight, model-agnostic framework for crafting advanced multi-agent systems using large language models.

Jupyter Notebook 79

2 年前

ejaasaari / lorann

#计算机科学#Approximate Nearest Neighbor search using reduced-rank regression, with extremely fast queries, tiny memory usage, and rapid indexing on modern vector embeddings.

approximate-nearest-neighbor-search C++机器学习 nearest-neighbor-search Python vector-search embeddings vector-database vector-index nearest-neighbors

C++ 46

2 个月前

vector-index-bench / vibe

#向量搜索引擎# Vector Index Benchmark for Embeddings (VIBE) is an extensible benchmark for approximate nearest neighbor search methods, or vector indexes, using modern embedding datasets.

approximate-nearest-neighbor-search benchmark embedding-vectors embeddings nearest-neighbor-search Python vector-database vector-index vector-search

Python 20

7 天前

GreptimeTeam / vsag-sys

#向量搜索引擎#A Rust binding for the VSAG -- vector indexing and search library.

Rust vector vector-index vector-search vector-search-engine

Rust 9

10 个月前

danilop / knn-search-algorithm-comparison

KNN Search Algorithm Comparison – This project compares the performance of different K-Nearest Neighbors (KNN) search algorithms across various dataset sizes and dimensions.

hnsw kd-tree knn knn-algorithm vector-database vector-index

Python 4

1 年前