vector-database-embedding

There are 4 repositories under vector-database-embedding topic.

orama
oramasearch / orama
🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.
data-structures full-text search typo-tolerance algiorithm search-engine search-algorithm javascript typescript node vector vector-database vector-database-embedding vector-search vector-search-engine
Language:TypeScript 9907
vector-admin
Mintplex-Labs / vector-admin
The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.
ai aitools chroma database-management document-retrieval embeddings langchain llms pinecone vector-data-management vector-database vector-database-embedding vectordatabase weaviate ai-agents flowise langchain-js qdrant vector-search vectorspace
Language:TypeScript 2090
vectordb
jina-ai / vectordb
A Python vector database you just need - no more, no less.
embedding-similarity neural-search sentence-embeddings vector-database vector-database-embedding vector-search
Language:Python 632
agamm / semantic-split
A Python library to chunk/group your texts based on semantic similarity.
llm nlp semantic-similarity embeddings vector-database-embedding
Language:Python 98
msoedov / vector_lake
S3 vector database for LLM Agents and RAG.
llm vector-database vector-database-embedding vector-lake nearest-neighbor-search vector-search-engine hnsw
Language:Python 49
itsPreto / VECTR8
Embed anything.
embeddings llms vector-database vector-database-embedding vector-similarity-search
Language:JavaScript 27
serp-ai / V3CTRON-vector-database-embedding-neural-search-retrieval-chatgpt-plugin
V3CTRON | Vector Embeddings Data Retrieval | ChatGPT Plugin
chatgpt-plugins chatgpt-retrieval vector-database-search v3ctron neural-search neural-search-engine vector-embeddings vector-database-embedding semantic-search semantic-search-engine vector-embedding-database vector-search vector-search-engine vector-similarity vector-similarity-database vector-similarity-search vector-similarity-search-engine
Language:Python 22
dblock / vectordb-hello-world
Examples of vector DB indexing and query with various vector databases.
chroma clickhouse opensearch pgvector pinecone qdrant redis vector-database-embedding vector-database-search vectors vespa-engine weviate
Language:Python 13
ZeusDB / zeusdb
High-performance database management system
cloud-database vector-database vector-database-embedding vector-databases vector-database-platform zeusdb ann approximate-nearest-neighbor approximate-nearest-neighbor-search cosine-similarity hnsw rag retrieval-augmented-generation
Language:Python 8
lahcenkh / rag-network-docs
Privacy-focused RAG chatbot for network documentation. Chat with your PDFs locally using Ollama, Chroma & LangChain. CPU-only, fully offline.
ai cpu-inference network-programming python3 rag-chatbot vector-database-embedding
Language:Python 6
jankovicsandras / ml
Machine Learning, LLM and other Jupyter Notebooks and resources
ai embeddings jupyter jupyter-notebook llm llm-inference llms machine-learning natural-language-processing nlp nlp-machine-learning python python3 rag retrieval-augmented-generation vector-database vector-database-embedding
Language:Jupyter Notebook 3
arisrayelyan / embed-pg
Scalable API extension for advanced vector database functions. Enhance machine learning, search, and analytics applications with an API that supports efficient embedding storage and similarity searches.
embeddings machine-learning pgvector similarity-search vector-database vector-database-embedding vector-similarity-search
Language:TypeScript 1
harehimself / pinecone-lab
Experimenting with Pinecone as vector data continues to take center stage in AI-native systems. The purpose of this project is to explore the core capabilities, benchmark performance across different embedding models, and better understand what is possible with vector search in production environments.
embedding-models embedding-vectors embeddings embeddings-similarity pinecone pinecone-db pineconedb rag retrieval-augmented-generation retrieval-systems retrieve-data retrival-augmented-generation vector vector-database vector-database-embedding vector-search vectordb semantic-search
Language:Python 1
johancodes / internal-gpt-proofofconcept-1
Create a ChatGPT-like experience with your data.
llm langchain-python openai vector-database-embedding
Language:Jupyter Notebook 1
redis-performance / vector-embeddings
Complete pipeline for generating DBpedia text embeddings using OpenAI's embedding models and publishing them as Hugging Face datasets.
benchmarks huggingface-datasets vector-database-embedding
Language:Python 1
ToucanDB
ToucanDB / ToucanDB
ToucanDB is a brand-new micro ML-first database engine 🦜
object-database vector-database ai-database ml-database toucandb database non-relational-database unstructured-database vector-database-embedding mindsdb embedding-models embedding-vectors
Language:Python 1
0xnu / rag-s3-vectors
S3 Vectors RAG System with Shakespearean Content.
ai amazon amazon-s3 llm rag vector-database vector-database-embedding vectors amazon-s3-vectors semantic-search
Language:Python 0
fosetorico / article_research_bot
End-to-End Research Bot for Summarizing and Extracting Insights from Multiple URLs using advanced text processing, FAISS vector storage, and OpenAI services for accurate and concise responses.
generative-ai gpt llm streamlit faiss-vector-database genai-chatbot large-language-model openai-api vector-database-embedding research-bot langchain python
Language:Jupyter Notebook 0
mcagri / FeatureStore
Feature Store implementation for storing product information and text/visual embeddings for further use in datascience projects.
automation featurestore prefect vector-database-embedding vector-search
Language:Jupyter Notebook 0
shing100 / embeddingStoreManager
임베딩(vector) 스토어를 위한 캐시 매니저
embedding vector vector-database-embedding
Language:Java 0
ai-tonchev / orthosphere-dashboard
A web-based dashboard allowing the epxloration of a small NLP dataset obtained by scraping a religious alt-right website.
bertopic embeddings-model llm plotly-dash vector-database-embedding
Language:Jupyter Notebook
Arjunheregeek / AimersVoice-The-Intelligent-Voice-of-Education
AI Voice Assistant with RAG | LiveKit + LLaMA Index | Intelligent document retrieval for coaching conversations
ai ai-voice-assistant livekit llama-index machine-learning openai python rag-chatbot vector-database vector-database-embedding
Language:Python
codeasarjun / vector_store
An easy way to understand vector store working and creation.
chromadb cosine-similarity faiss faiss-cpu faiss-vector-database similarity-measures similarity-score similarity-search vector vector-database vector-database-embedding vectorization word2vec word2vec-embeddinngs
Language:Jupyter Notebook
nathadriele / credit-decision-LLM-RAG-platform
The Credit Decision LLM RAG Platform is an enterprise-grade solution that automates and enhances credit decision-making processes using cutting-edge AI technology. Built with modern architecture principles, it provides intelligent risk assessment, automated decision-making, and comprehensive audit trails for financial institutions.
automated-workflows aws-bedrock aws-eks aws-s3 cloudwatch credit-decision docker expressjs faiss-vector-database grafana langchain langgraph llms pinecone prometheus rag risk-assessment typescript vector-database-embedding
Language:TypeScript
rahatmoktadir03 / codebase-rag-sage
A web app that uses Retrieval-Augmented Generation (RAG) to create an AI expert over a codebase. The app allows users to interact with a codebase via chat, retrieving relevant code snippets from a Pinecone vector database and generating responses using LLMs.
ai jupyter-notebook language-learning-model nextjs nlp python rag react streamlit vector-database-embedding codebase-chat
Language:Jupyter Notebook
SayamAlt / Langchain-for-Information-Retrieval-RAG
This repository contains source code which encompasses usage of the Langchain framework to extract information from distinct types of documents and subsequently perform Retrieval Augmented Generation(RAG) on these documents as well.
chatbot chromadb content-engine data-extraction embeddings information-retrieval langchain openai-api retrieval-augmented-generation vector-database vector-database-embedding
Language:Jupyter Notebook

vector-database-embedding

oramasearch / orama

Mintplex-Labs / vector-admin

jina-ai / vectordb

agamm / semantic-split

msoedov / vector_lake

itsPreto / VECTR8

serp-ai / V3CTRON-vector-database-embedding-neural-search-retrieval-chatgpt-plugin

dblock / vectordb-hello-world

ZeusDB / zeusdb

lahcenkh / rag-network-docs

jankovicsandras / ml

arisrayelyan / embed-pg

harehimself / pinecone-lab

johancodes / internal-gpt-proofofconcept-1

redis-performance / vector-embeddings

ToucanDB / ToucanDB

0xnu / rag-s3-vectors

fosetorico / article_research_bot

mcagri / FeatureStore

shing100 / embeddingStoreManager

ai-tonchev / orthosphere-dashboard

Arjunheregeek / AimersVoice-The-Intelligent-Voice-of-Education

codeasarjun / vector_store

nathadriele / credit-decision-LLM-RAG-platform

rahatmoktadir03 / codebase-rag-sage

SayamAlt / Langchain-for-Information-Retrieval-RAG