GitHub topics: vector-database-embedding
Mintplex-Labs/vector-admin
The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.
Language: TypeScript - Size: 12.6 MB - Last synced at: about 19 hours ago - Pushed at: 5 months ago - Stars: 2,029 - Forks: 323
ToucanDB/ToucanDB
ToucanDB is a brand-new micro ML-first database engine π¦
Language: Python - Size: 2.51 MB - Last synced at: 4 days ago - Pushed at: 14 days ago - Stars: 1 - Forks: 0
ZeusDB/zeusdb
High-performance database management system
Language: Python - Size: 201 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 8 - Forks: 0
oramasearch/orama
π 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.
Language: TypeScript - Size: 124 MB - Last synced at: 7 days ago - Pushed at: 9 days ago - Stars: 9,689 - Forks: 354
jina-ai/vectordb
A Python vector database you just need - no more, no less.
Language: Python - Size: 1.22 MB - Last synced at: 10 days ago - Pushed at: over 1 year ago - Stars: 631 - Forks: 48
shing100/embeddingStoreManager
μλ² λ©(vector) μ€ν μ΄λ₯Ό μν μΊμ 맀λμ
Language: Java - Size: 98.6 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0
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.
Language: TypeScript - Size: 365 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0
msoedov/vector_lake
S3 vector database for LLM Agents and RAG.
Language: Python - Size: 53.7 KB - Last synced at: about 24 hours ago - Pushed at: about 2 years ago - Stars: 48 - Forks: 4
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.
Language: Jupyter Notebook - Size: 177 KB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0
1157cry/hybrid-search-engine
Advanced hybrid search engine combining dense and sparse retrieval methods for superior performance on the MS MARCO dataset. ππ Explore cutting-edge information retrieval!
Language: Python - Size: 33.2 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
0xnu/rag-s3-vectors
S3 Vectors RAG System with Shakespearean Content.
Language: Python - Size: 3.62 MB - Last synced at: 1 day ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
taylorsatula/mira
MIRA is a little brain-in-a-box. It is able to recognize its own shortcomings and adapt over time to preempt them. It learns facts from conversation during a daily consolidation task and surfaces them nautrally in conversation. This repository includes supporting files that allow you to zero-shot new tools for MIRA. Works 100% well offline too.
Language: Python - Size: 92.6 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 5 - Forks: 1
KaijuuN8/zeusdb
# ZeusDBZeusDB is a powerful database solution designed for ease of use and flexibility. π©οΈ With support for Python 3.10 to 3.13, it integrates smoothly into your projects. π
Language: Python - Size: 12.7 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
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.
Language: Python - Size: 301 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0
jankovicsandras/ml
Machine Learning, LLM and other Jupyter Notebooks and resources
Language: Jupyter Notebook - Size: 3.54 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0
dblock/vectordb-hello-world
Examples of vector DB indexing and query with various vector databases.
Language: Python - Size: 64.5 KB - Last synced at: 5 months ago - Pushed at: 7 months ago - Stars: 12 - Forks: 6
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.
Language: Jupyter Notebook - Size: 640 KB - Last synced at: 6 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
itsPreto/VECTR8
Embed anything.
Language: JavaScript - Size: 16.2 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 29 - Forks: 4
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.
Language: Jupyter Notebook - Size: 6.64 MB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
codeasarjun/vector_store
An easy way to understand vector store working and creation.
Language: Jupyter Notebook - Size: 119 KB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
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.
Language: TypeScript - Size: 236 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
agamm/semantic-split
A Python library to chunk/group your texts based on semantic similarity.
Language: Python - Size: 70.3 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 64 - Forks: 9
serp-ai/V3CTRON-vector-database-embedding-neural-search-retrieval-chatgpt-plugin Fork of openai/chatgpt-retrieval-plugin
V3CTRON | Vector Embeddings Data Retrieval | ChatGPT Plugin
Language: Python - Size: 6.61 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 20 - Forks: 7
mcagri/FeatureStore
Feature Store implementation for storing product information and text/visual embeddings for further use in datascience projects.
Language: Jupyter Notebook - Size: 1.31 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
johancodes/internal-gpt-proofofconcept-1
Create a ChatGPT-like experience with your data.
Language: Jupyter Notebook - Size: 1.42 MB - Last synced at: 9 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
