vectordb

A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere, Mistral) using AWS CDK on AWS

aws chatbot bedrock aurora semantic-search opensearch cdk claude sagemaker huggingface kendra llm langchain opensearch-serverless pgvector vectordb genai amazon-bedrock idefics

UpdatedApr 15, 2025
TypeScript

myscale /MyScaleDB

Star958

A@ClickHouse fork that supports high-performance vector search and full-text search.

search-engine sql big-data image-search ann embedding similarity-search rag vector-search llm vectordb myscaledb sql-vector unstructured-analytics

UpdatedFeb 5, 2025
C++

ChuckHend /pg_vectorize

Star775

The simplest way to build AI workloads on Postgres

ai rag vectordb

UpdatedApr 26, 2025
Rust

alphasecio /langchain-examples

Star460

A collection of apps powered by the LangChain LLM framework.

python notebook jupyter-notebook openai pinecone streamlit llm langchain chromadb vectordb

UpdatedJul 3, 2024
Python

LangStream /langstream

Star416

LangStream. Event-Driven Developer Platform for Building and Running LLM AI Apps. Powered by Kubernetes and Kafka.

python kubernetes kafka openai kafka-connect huggingface gpt-4 llm langchain llamaindex vectordb genai

UpdatedJul 3, 2024
Java

edwinkys /oasysdb

Star360

In-memory vector store with efficient read and write performance for semantic caching and retrieval system. Redis for Semantic Caching.

mysql rust open-source sqlite postgresql similarity-search vector-search approximate-nearest-neighbors vector-database ivfpq vectordb

UpdatedNov 29, 2024
Rust

NisaarAgharia /Advanced_RAG

Star323

Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 ,Agents.

nlp agent machine-learning ai openai agents rag llm chatgpt langchain vectordb genai retrival-augmented llama3

UpdatedApr 26, 2024
Jupyter Notebook

antgroup /vsag

Star257

vsag is a vector indexing library used for similarity search.

UpdatedApr 28, 2025
C++

awa-ai /awadb

Star172

AI Native database for embedding vectors

embedding-vectors aigc llm ai-native chatgpt vectordb

UpdatedNov 4, 2024
C++

mileszim /awesome-vector-database

Star154

Awesome List of Vector DB resources

python machine-learning database ai jupyter embeddings awesome-list awesome-lists vector-search vector-database vectordb

UpdatedSep 11, 2023

tylerpuig /tinyvec

Star41

TinyVec is an ultra fast embedded vector database.

embeddings vector-database vectordb vectordatabase

UpdatedApr 3, 2025
C

BirchKwok /lynsedb

Star38

A pure Python-implemented, lightweight, server-optional, multi-end compatible, vector database deployable locally or remotely.

search nlp search-engine database matching nearest-neighbor-search image-search recommender-system pure-python approximate-nearest-neighbor-search similarity-search knn-algorithm rag vector-search vector-database neural-search embedding-similarity vectordb llm-chain

UpdatedJan 27, 2025
Python

AIAnytime /Zephyr-7B-beta-RAG-Demo

Star34

Zephyr 7B beta RAG Demo inside a Gradio app powered by BGE Embeddings, ChromaDB, and Zephyr 7B Beta LLM.

python ai llm generativeai chromadb vectordb

UpdatedOct 27, 2023
Python

vinayak-shanawad /AI-ML-Projects

Star31

AWS SageMaker, SeldonCore, KServe, Kubeflow & MLflow, VectorDB

kubeflow mlflow aws-sagemaker seldoncore kserve vectordb

UpdatedMar 25, 2024
Jupyter Notebook

MikaAK /pinecone

Star30

pinecone.io Library in Elixir

elixir elixir-lang pinecone vectordb pineconedb

UpdatedDec 3, 2024
Elixir

aws-samples /aws-genai-rfpassistant

Star29

This repository contains the code and infrastructure as code for a Generative AI-powered Request for Proposal (RFP) Assistant leveraging Amazon Bedrock and AWS Cloud Development Kit (CDK).

aws chatbot bedrock opensearch cdk llm langchain vectordb amazon-bedrock genai-chatbot claude-3 claude-3-sonnet