vector-db

There are 2 repositories under vector-db topic.

HelixDB / helix-db
HelixDB is an open-source graph-vector database built from scratch in Rust.
ai cli database databases graph-database helix helixdb neo4j qdrant rag rust rust-crate rust-lang surrealdb vector vector-database vector-db vectorsearch
Language:Rust 3073
nitaiaharoni1 / vector-storage
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 searching for similar documents based on cosine similarity.
localstorage semantic-search vector-db cosine-similarity embedding-vectors javascript local-storage lru-cache npm open-source openai semantic-similarity typescript vector-database vector-search vector-similarity vector-similarity-database vector-similarity-search
Language:TypeScript 237
l3vels / team-of-ai-agents
Open-source framework to make AI agents' team collaboration as effective as human collaboration.
agent agi ai autonomous-agents datasources gpt-3 gpt-4 langchain llm llma-index react toolkits vector-db artificial-general-intelligence artificial-intelligence agent-simulations openai team team-of-agents multi-agents
Language:TypeScript 235
Dripfarm / SVDB
Swift Vector Database. On-device, local vector database for building the next-generation of user experiences
embeddings llm swift vector-database vector-db
Language:Swift 213
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
Language:Cuda 166
mtwn105 / decipher-research-agent
Turn topics, links, and files into AI-generated research notebooks — summarize, explore, and ask anything.
agent agentic-ai ai artificial-intelligence crewai gemini llm mcp ml model-context-protocol notebooklm openai qdrant scraping vector-db web-scraping
Language:TypeScript 141
youtube-gpt
vdutts7 / youtube-gpt
YouTubeGPT • AI Chat with 100+ videos ft. YouTuber Marques Brownlee (@ MKBHD) ⚡️🔴🤖💬
ai mkbhd pinecone vector-db vector-embeddings gpt youtube-api-v3
Language:TypeScript 68
rafaelpierre / moviegpt
MovieGPT: A RAG, Gen AI application for Movie Recommendations
chatgpt large-language-models llama-index llm recommendation-systems recsys semantic-search vector-db
Language:Jupyter Notebook 37
prrao87 / lancedb-study
Benchmark study on LanceDB, an embedded vector DB, for full-text search and vector search
embedded-database lance lancedb vector-database vector-db
Language:Python 28
hkproj / retrieval-augmented-generation-notes
Slides for "Retrieval Augmented Generation" video
embedding-vectors hnsw language-model retrieval-augmented-generation sentence-bert study-notes vector-db
Language:Jupyter Notebook 22
Zipstack / unstract-adapters
Unstract's interface to LLMs, Embeddings and VectorDBs.
development-tools embedding-models llm-framework sdk-python unstructured-data vector-db
Language:Python 18
hpi-swa-lab / Squeak-SemanticText
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 nlp
Language:Smalltalk 16
mantrakp04 / sheer
A fully client-side chat application with AI capabilities running entirely in your browser. No servers, complete privacy, and persistent storage.
ai ai-agents localstorage ollama ai-chat vector-db
Language:TypeScript 12
aws-samples / rag-with-amazon-bedrock-and-documentdb
Question Answering Generative AI application with Large Language Models (LLMs), Amazon Bedrock, and Amazon DocumentDB (with MongoDB Compatibility)
aws-bedrock aws-documentdb langchain llms rag vector-db vector-search
Language:Jupyter Notebook 9
fndome / zxb
Ziglang Extensiable Builder for SQL or JSON, zig version, sql or json query builder, extensible custom for any database, for any orm framework
pageindex qdrant query-builder vector-db zxb
Language:Zig 4
habanoz / crawl-for-vector-db
A web site crawler for semantic search.
crawling langchain question-answering semantic-search vector-db
Language:Jupyter Notebook 4
yep-yogesh / Dhruva.AI
Dhruva.ai - Your guiding star in the academic universe. A multilingual campus chatbot that answers student queries anytime, anywhere.
cosine-similarity embeddings expressjs multilingual-chatbot nodejs openrouter-api pdf-parsing reactjs tailwindcss vector-db xenova-transformers
Language:JavaScript 4
raisultan / pac
Automation of Prioritization and Categorization of Support Tickets Using LLMs and Vector DBs
categorization function-calling llms normalization prioritization vector-db
Language:Python 3
xtt28 / quora_vector_search
AI- & vector database-powered Quora question search
ai embeddings ml quora search search-engine vector-db
Language:Python 3
legobridge / retrieval-augmented-generation
A proof-of-concept of retrieval-augmented generation, using Google's PaLM API.
chromadb google-palm llm retrieval-augmented-generation vector-db
Language:Python 2
sourabhmarne777 / rag-assistant-ollama
A RAG assistant using Ollama (Mistral), Qdrant vector DB, and Streamlit UI. Upload documents, scrape web pages, and interact with your data using real-time, session-isolated chat.
ai-assistant langchain mistral ollama python qdrant rag semantic-search streamlit vector-db document-qna ai
Language:Python 2
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 nextjs redis tailwindcss turbo turborepo typescript vector-db zod
Language:TypeScript 1
Junwu0615 / RAG-With-LangChain-And-FAISS
用 LangChain + FAISS 實作 RAG ( Gemini / ChatGPT / Breeze / LLama / Vector DB )
breeze chatgpt-api faiss gemini-api langchain llama python vector-db
Language:Jupyter Notebook 1
kenokim / ai-interview
LangGraph based full-stack Agentic AI interview application
agentic-ai langgraph llm rag vector-db
Language:TypeScript 1
letsgomrinal / pinecone
Pinecone Vector DB
pincone vector-db
Language:Python 1
longevitycoach / StrunzKnowledge
This project aims to create a comprehensive, searchable knowledge base from the online articles and forum posts of Dr. Ulrich Strunz. The final application will be a Dockerized service that uses a Large Language Model (LLM) accessed via the Meta-Cognitive Prompting (MCP) protocol to provide users with intelligent access to this knowledge.
activation ai-agent faiss functional-medicine knowledge rag vector-db epi-genetic molecular-medicine
Language:Python 1
mrsahiljaiswal / adaptive-log-parser
🚀 An intelligent, LLM-enhanced log parser pipeline that converts multi-format raw logs into structured JSON, learns from missed patterns, and evolves using Drain3 & open-source LLMs.
anomaly-detection devops-tools drain3 gemma json-logs llm log-analysis log-parsing mistral observability open-source rag regex vector-db
Language:Python 1
navneet83 / multimodal-mountain-peak-search
Identify mountain peaks in your photos using AI—zero-shot retrieval, landmark re-ranking, and geospatial priors.
clip colab computer-vision delf delg elasticsearch geodesy geodesyml image-search mountain peak-detection ransac siglip siglip2 streamlit vector-database vector-db
Language:Python 1
oscarcitoz / agent-config
Kotlin microservice for managing agents, configurations, and tools. Integrates with AI systems like OpenAI and Amazon Bedrock. Uses PostgreSQL and supports agent retrieval by ID or similarity (via Vector DB).
agent-management ai-integration kotlin microservice openai postgresql tool-management vector-db
Language:Kotlin 1
rajesh1804 / GroceryGPT
A personalized AI product search engine using free-tier OpenRouter LLMs, MiniLM semantic search & Weaviate DB. https://medium.com/@rajesh1804/grocerygpt-how-i-built-a-personalized-grocery-search-engine-with-llms-vector-dbs-zero-cloud-fbacddf0feef
ai-search llm openrouter streamlit vector-db weaviate
Language:Python 1
renuo / redmine_semantic_search
Add semantic search capabilities to the Redmine Search Function.
pgvector redmine redmine-plugin vector-db vector-search
Language:Ruby 1
support-rag-sandbox
savinopicciotto / support-rag-sandbox
RAG assistant over help center + macros. Answers 10 support questions with citations.
demo fastapi python rag sales-engineering poc vector-db evals langfuse observability ragas retrieval
Language:Python 1
CHris4884 / vector-db-from-scratch-in-browser
🔍 Build a fully in-browser vector database with semantic search, powered by IndexedDB and HuggingFace, for fast, persistent storage and retrieval of embeddings.
browser-app data-structures database javascript local-storage machine-learning optimization performance search-engine technology typescript user-interface vector-db web-assembly web-development
Language:TypeScript
Krispy145 / flutter-ai-chat-rag
Flutter RAG chat with streaming UI (Riverpod + GetIt), connects to Secure AI API.
dio flutter rag riverpod vector-db websocket
Language:Dart
qbxlvnf11 / lancedb-rag
Build & Test Lance DB for RAG Embedding Search
dbms embedding lancedb rag sql vector-db
Language:Python
THAMIZH-ARASU / FusionRAG
An attempt to production-ready Retrieval-Augmented Generation (RAG) system with advanced features including hybrid retrieval, adaptive feedback loops, comprehensive evaluation, and explainable AI logging.
adaptive-rag bm25 chunking faiss fusion-rag hybrid-rag hyde hype knowledge-graph langchain pipelines rag reranking vector-db knowledge-grounding
Language:Python

vector-db

HelixDB / helix-db

nitaiaharoni1 / vector-storage

l3vels / team-of-ai-agents

Dripfarm / SVDB

cgtuebingen / ggnn

mtwn105 / decipher-research-agent

vdutts7 / youtube-gpt

rafaelpierre / moviegpt

prrao87 / lancedb-study

hkproj / retrieval-augmented-generation-notes

Zipstack / unstract-adapters

hpi-swa-lab / Squeak-SemanticText

mantrakp04 / sheer

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

fndome / zxb

habanoz / crawl-for-vector-db

yep-yogesh / Dhruva.AI

raisultan / pac

xtt28 / quora_vector_search

legobridge / retrieval-augmented-generation

sourabhmarne777 / rag-assistant-ollama

dhavalCode / genius-ai

Junwu0615 / RAG-With-LangChain-And-FAISS

kenokim / ai-interview

letsgomrinal / pinecone

longevitycoach / StrunzKnowledge

mrsahiljaiswal / adaptive-log-parser

navneet83 / multimodal-mountain-peak-search

oscarcitoz / agent-config

rajesh1804 / GroceryGPT

renuo / redmine_semantic_search

savinopicciotto / support-rag-sandbox

CHris4884 / vector-db-from-scratch-in-browser

Krispy145 / flutter-ai-chat-rag

qbxlvnf11 / lancedb-rag

THAMIZH-ARASU / FusionRAG