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pathwaycom /llm-app

Star47.7k

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, and more.

machine-learning real-time chatbot pathway open-ai rag vector-database hugging-face llm llmops vector-index llm-prompting llm-security llm-local retrieval-augmented-generation

UpdatedOct 23, 2025
Jupyter Notebook

pathway-labs /dropbox-ai-chat

Star168

AI-powered Dropbox search tool for private documents

ai dropbox onedrive documents rag large-language-models vector-index llm-apps

UpdatedMar 18, 2024
Python

JosefAlbers /Roy

Star79

Roy: A lightweight, model-agnostic framework for crafting advanced multi-agent systems using large language models.

nlp chat agent code-generator chatbot multi-agent code-generation gpt quantization autogen llm prompt-engineering langchain autogpt baby-agi agentgpt vector-index llm-agent retrieval-augmented-generation wizardcoder

UpdatedOct 25, 2023
Jupyter Notebook

ejaasaari /lorann

Star47

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

python machine-learning cpp embeddings nearest-neighbor-search nearest-neighbors approximate-nearest-neighbor-search vector-search vector-database vector-index

UpdatedOct 11, 2025
C++

vector-index-bench /vibe

Star30

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

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

UpdatedOct 20, 2025
Python

GreptimeTeam /vsag-sys

Star10

A Rust binding for the VSAG -- vector indexing and search library.

rust vector rust-lang vector-search vector-search-engine vector-index

UpdatedNov 7, 2024
Rust

danilop /knn-search-algorithm-comparison

Star4

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

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