GitHub topics: vector-db
HelixDB/helix-db
HelixDB is a powerful, open-source, graph-vector database built in Rust for intelligent data storage for RAG and AI.
Language: Rust - Size: 18.6 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 2,237 - Forks: 98
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.
Language: TypeScript - Size: 175 KB - Last synced at: 3 days ago - Pushed at: 8 months ago - Stars: 228 - Forks: 38
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.
Language: Python - Size: 73.1 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0
mtwn105/decipher-research-agent
Turn topics, links, and files into AI-generated research notebooks — summarize, explore, and ask anything.
Language: TypeScript - Size: 13.6 MB - Last synced at: about 22 hours ago - Pushed at: about 2 months ago - Stars: 127 - Forks: 30
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
Language: Python - Size: 6.07 MB - Last synced at: 12 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0
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.
Language: Python - Size: 3.88 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 0 - Forks: 0
renuo/redmine_semantic_search
Add semantic search capabilities to the Redmine Search Function.
Language: Ruby - Size: 25.5 MB - Last synced at: 6 days ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
dchobarkar/chatbot-scalable-infra
Scalable, cost-aware, multi-agent chatbot infrastructure powered by OpenAI, Redis, Supabase, and Railway.
Language: TypeScript - Size: 114 KB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
prrao87/lancedb-study
Benchmark study on LanceDB, an embedded vector DB, for full-text search and vector search
Language: Python - Size: 17.4 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 26 - Forks: 3
hpi-swa-lab/Squeak-SemanticText
ChatGPT, embedding search, and retrieval-augmented generation for Squeak/Smalltalk
Language: Smalltalk - Size: 1.22 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 12 - Forks: 1
vishukla/agentvest
Multi-agent AI system for actionable stock insights using LLMs (DeepSeek), SEC filings, yFinance, LangSearch, and Ollama.
Language: Python - Size: 141 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
hkproj/retrieval-augmented-generation-notes
Slides for "Retrieval Augmented Generation" video
Language: Jupyter Notebook - Size: 4.58 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 19 - Forks: 1
azermuhammed/AI-Human-Collaboration
A collection of multidisciplinary theories refined in collaboration with recursive AI
Size: 45.9 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
mantrakp04/sheer
A fully client-side chat application with AI capabilities running entirely in your browser. No servers, complete privacy, and persistent storage.
Language: TypeScript - Size: 6.32 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 8 - Forks: 0
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).
Language: Kotlin - Size: 79.1 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 2
Dripfarm/SVDB
Swift Vector Database. On-device, local vector database for building the next-generation of user experiences
Language: Swift - Size: 18.6 KB - Last synced at: 6 months ago - Pushed at: almost 2 years ago - Stars: 155 - Forks: 6
l3vels/L3AGI
Open-source framework to make AI agents' team collaboration as effective as human collaboration.
Language: TypeScript - Size: 24.8 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 222 - Forks: 63
Zipstack/unstract-adapters
Unstract's interface to LLMs, Embeddings and VectorDBs.
Language: Python - Size: 632 KB - Last synced at: 21 days ago - Pushed at: about 1 year ago - Stars: 18 - Forks: 3
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)
Language: Jupyter Notebook - Size: 279 KB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 8 - Forks: 1
rafaelpierre/moviegpt
MovieGPT: A RAG, Gen AI application for Movie Recommendations
Language: Jupyter Notebook - Size: 3.46 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 11 - Forks: 0
raisultan/pac
Automation of Prioritization and Categorization of Support Tickets Using LLMs and Vector DBs
Language: Python - Size: 976 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
habanoz/crawl-for-vector-db
A web site crawler for semantic search.
Language: Jupyter Notebook - Size: 134 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0
dhavalCode/genius-ai
GeniusAI: Personalized AI companions powered by Llama 2 13B model. Engage in diverse conversations, explore personas, and revolutionize learning interactively.
Language: TypeScript - Size: 3.01 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1
cgtuebingen/ggnn
GGNN: State of the Art Graph-based GPU Nearest Neighbor Search
Language: Cuda - Size: 944 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 131 - Forks: 19
tobiasodion/mood-analyzer
Fullstack AI-powered app that analyzes and tracks users' moods based on their journal entries.
Language: TypeScript - Size: 103 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
Amruth-github/Question-Generation-using-LLMs-and-Vector-DB
This project generates question over a given corpus of information. It uses a LLM and the FAISS vector DB to acomplish the above mentioned objectives.
Language: Jupyter Notebook - Size: 12.7 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
pintadb/columbus
Columbus is a cloud-based search platform for searching hosted cloud apps on your personal Kubernetes.
Language: Go - Size: 1.14 MB - Last synced at: 8 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1
