vector-store

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milvus-io /milvus

Star41.7k

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

golang distributed nearest-neighbor-search cloud-native image-search vector-similarity faiss anns rag hnsw vector-search vector-database llm embedding-database embedding-store vector-store embedding-similarity diskann

UpdatedDec 18, 2025
Go

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 high performance applications.

machine-learning information-retrieval statistics clustering gpu distance linear-algebra cuda primitives sparse nearest-neighbors solvers vector-similarity anns random-sampling vector-search building-blocks llm vector-store neighborhood-methods

UpdatedDec 18, 2025
Cuda

akshata29 /entaoai

Star869

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 openai azure-functions redis-search azure-webapp pinecone cognitive-search gpt-3 azure-openai chatgpt langchain gpt-35-turbo azureopenai vector-store

UpdatedJan 2, 2025
TypeScript

rapidsai /cuvs

Star597

cuVS - a library for vector search and clustering on the GPU

machine-learning information-retrieval statistics clustering gpu distance cuda sparse nearest-neighbors similarity-search vector-similarity anns vector-search llm vector-store neighborhood-methods

UpdatedDec 18, 2025
Cuda

ChuloAI /BrainChulo

Star147

Harnessing the Memory Power of the Camelids

python llama fastapi sqlmodel llm retrieval-augmented langchain vector-store chromadb microsoft-guidance

UpdatedOct 19, 2023
Python

thustorage /PipeANN

Star80

A low-latency, billion-scale, and updatable graph-based vector store on SSD.

fast approximate-nearest-neighbor-search osdi anns vector-search billion-scale vector-database vector-store diskann vector-update pipeann odinann

UpdatedDec 12, 2025
Jupyter Notebook

piomin /spring-ai-showcase

Sponsor

Star57

Sample Spring AI Application with several use cases

spring-boot openai multimodality pinecone stock-api rag llm vector-store multimodal-large-language-models retrieval-augmented-generation ollama spring-ai mistral-ai spring-ai-example spring-ai-demo

UpdatedDec 8, 2025
Java

BerriAI /litellm-pgvector

Star39

vector-store litellm ai-gateway litellm-ai-gateway openai-vector-store vector-store-gateway

UpdatedJul 18, 2025
Python

databricks-industry-solutions /product-search

Star34

Semantic product search on Databricks

retail embedding-models semantic-search model-serving rcg vector-store

UpdatedJun 18, 2025
Python

KenyonY /flaxkv

Star29

🗲 A high-performance on-disk dictionary.

machine-learning database deep-learning dictionary leveldb lmdb persistent-storage llm vector-store

UpdatedDec 4, 2025
Python

elastic /semantic-kernel-net

Star19

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

elasticsearch ai connector semantic-kernel vector-store

UpdatedOct 16, 2025
C#

MohammedAly22 /GenQuest-RAG

Star17

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 transformers question-answering nlp-machine-learning question-generation rag weaviate vector-database vector-store retrieval-augmented-generation

UpdatedFeb 3, 2025
Jupyter Notebook

ToxyBorg /llama_langchain_documents_embeddings

Star16

just testing langchain with llama cpp documents embeddings

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

UpdatedJun 18, 2024
Python

jayeshbhandarkar /AgriGenius

Star16

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 address farmer's agricultural queries with precise answers.

javascript css python html api flask agriculture chatbot embeddings artificial-intelligence requests chroma pypdf2 sentence-transformers langchain vector-store gen-ai retrieval-augmented-generation together-ai meta-llama

UpdatedSep 6, 2024
JavaScript

Ashot72 /AI-Chatbot

Star14

Multi-User Chatbot with Langchain and Pinecone in Next.JS

crawler mongodb nextjs chatbot crawl ably node-spider pinecone prisma cherrio vector-database ai-chatbot llm chatgpt langchain large-language-model vector-store langchain-js

UpdatedJun 22, 2023
TypeScript

aimaster-dev /chatbot-using-rag-and-langchain

Star12

Chat with your PDFs using AI! This Streamlit app uses RAG, LangChain, FAISS, and OpenAI to let you ask questions and get answers with page and file references.

python nlp pdf ai chatbot embeddings openai context-aware semantic-search chat-ui pdf-parsing file-metadata document-search faiss rag streamlit llm llms langchain vector-store

UpdatedMay 29, 2025
Python

AidanTilgner /Simple-Vector-Store

Star10

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

python cli embeddings openai vector-store

UpdatedApr 25, 2025
Python

sharonmordechai /ai-assistant-with-vector-store

Star9

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 with FAISS. Users can upload and search pdf, docx, and txt files, making it a versatile tool for answering questions and retrieving content.

data-science machine-learning artificial-intelligence open-ai faiss streamlit llms langchain vector-store

UpdatedApr 22, 2024
Python

co-dev0909 /chatbot-using-rag-and-langchain

Star8

Chat with your PDFs using AI! This Streamlit app uses RAG, LangChain, FAISS, and OpenAI to let you ask questions and get answers with page and file references.

python nlp pdf ai chatbot embeddings openai context-aware semantic-search chat-ui pdf-parsing file-metadata document-search faiss rag streamlit llm llms langchain vector-store

UpdatedJul 14, 2025
Python

rpidanny /ShellyGPT

Star8

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.

openai gpt pinecone shelly milvus gpt-3 gpt-4 llm chat-gpt gpt-3-5 vector-store

UpdatedAug 19, 2023
TypeScript

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