vector-db

There are 1 repository under vector-db topic.

llmware-ai / llmware
Unified framework for building enterprise RAG pipelines with small, specialized models
agents generative-ai-tools llamacpp llm parsing retrieval-augmented-generation small-specialized-models vector-db
Language:Python 4309
l3vels / L3AGI
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 211
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 183
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 141
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 121
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 65
prrao87 / lancedb-study
Benchmark study on LanceDB, an embedded vector DB, for full-text search and vector search
lance lancedb vector-database vector-db embedded-database
Language:Python 16
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 15
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 13
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 11
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 7
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 5
habanoz / crawl-for-vector-db
A web site crawler for semantic search.
crawling langchain question-answering semantic-search vector-db
Language:Jupyter Notebook 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
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 2
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.
generative-ai langchain llm vector-db
Language:Jupyter Notebook 1
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
pintadb / columbus
Columbus is a cloud-based search platform for searching hosted cloud apps on your personal Kubernetes.
kubernetes search cloud devops documentation searchengine columbus docs golang k8s search-engine db vector-db pinta database vector ml
Language:Go 0
tobiasodion / mood-analyzer
Fullstack AI-powered app that analyzes and tracks users' moods based on their journal entries.
clerkauth gpt-3 jest-dom langchain llm nextjs prisma prompt-engineering vector-db zod planetscale
Language:TypeScript 0

vector-db

llmware-ai / llmware

l3vels / L3AGI

nitaiaharoni1 / vector-storage

cgtuebingen / ggnn

Dripfarm / SVDB

vdutts7 / youtube-gpt

prrao87 / lancedb-study

rafaelpierre / moviegpt

hkproj / retrieval-augmented-generation-notes

Zipstack / unstract-adapters

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

hpi-swa-lab / Squeak-SemanticText

habanoz / crawl-for-vector-db

legobridge / retrieval-augmented-generation

raisultan / pac

Amruth-github / Question-Generation-using-LLMs-and-Vector-DB

dhavalCode / genius-ai

pintadb / columbus

tobiasodion / mood-analyzer