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redis /redis

Star72.2k

For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.

redis open-source caching distributed-systems json real-time database time-series nosql key-value cache realtime message-queue in-memory no-sql in-memory-database message-broker key-value-store vector-search vector-databases

UpdatedDec 16, 2025
C

ksm26 /Building-Applications-with-Vector-Databases

Star8

Leverage vector databases to swiftly construct a diverse range of applications through "Building Applications with Vector Databases" course!

recommendation-system recommender-system semantic-search anomaly-detection pinecone deeplearning-ai facial-similarity rag application-development multimodal-search hybrid-system large-language-models retrieval-augmented-generation vector-databases

UpdatedFeb 8, 2024
Jupyter Notebook

djpapzin /LangChain-VectorDB-Learning

Star8

This repository is dedicated to my learning journey through the LangChain & Vector Databases in Production course offered by Activeloop. The course is part of the Gen AI 360 Foundational Model Certification and focuses on mastering Large Language Models (LLMs) and Vector Databases.

machine-learning natural-language-processing learning-journey ai-education large-language-models llms langchain vector-databases activeloop-course practical-projects

UpdatedAug 14, 2024
Python

ZeusDB /zeusdb

Star8

High-performance database management system

UpdatedOct 16, 2025
Python

PraveenKumar-Rajendran /Udacity-Generative-AI-Engineer-Nanodegree

Star5

Projects Implemented for the Udacity Generative AI Engineer Nanodegree Program

sam pytorch udacity-nanodegree semantic-search image-inpainting rag huggingface custom-chatbot foundation-models large-language-models stable-diffusion llms generative-ai segment-anything-model retrieval-augmented-generation lancedb fine-tuning-llm vector-databases ai-photo-editing personalized-ai

UpdatedJul 22, 2024

olasunkanmi-SE /IntelliSearch

Sponsor

Star4

IntelliSearch is an advanced retrieval-based question-answering and recommendation system that leverages embeddings and a large language model (LLM) to provide accurate and relevant information to users.

machine-learning typescript ai embedding-models gemini-api rag non-supervised-learning vector-search embedding-vectors similarity-searches large-language-models llm generative-ai pgvector google-generative-ai vector-databases gemini-pro retrival-augmented

UpdatedAug 15, 2024
TypeScript

fenilsonani /ai-arch-system

Star2

Production-ready enterprise multi-agent AI orchestration platform with distributed memory architecture, intelligent task routing, semantic search, and comprehensive monitoring using modern software architecture patterns.

distributed-systems microservices semantic-search python-asyncio multi-agent-systems enterprise-architecture fastapi production-monitoring vector-databases ai-orchestration

UpdatedJul 28, 2025
Python

parbhatkapila4 /portfolio

Star2

AI-First Full-Stack Engineer building production LLM systems. 3 years shipping RAG architecture, multi-model orchestration, real-time AI. Open to remote roles.

typescript nextjs ai-agents production-ml generative-ai vector-databases llm-orchestration rag-architecture ai-full-stack-developer remote-engineer

UpdatedDec 17, 2025
TypeScript

neomatrix369 /AIE7-Cert-Challenge

Sponsor

Star2

AIE7: Certification Challenge

python openai customer-service semantic-search multi-agent-systems rag fastapi hybrid-dataset vector-database federal-student-loans ai-assistant gpt-4 qdrant langchain retrieval-augmented-generation vector-databases rag-evaluation langgraph ragas agentic-ai

UpdatedOct 27, 2025
Jupyter Notebook

bibekgupta3333 /langchain-practical-guide

Star1

A comprehensive, hands-on tutorial repository for learning and mastering LangChain - the powerful framework for building applications with Large Language Models (LLMs). This codebase provides a structured learning path with practical examples covering everything from basic chat models to advanced AI agents, organized in a progressive curriculum.

prompt-engineering vector-databases llm-application-development retrieval-augmented-generation-rag ai-agents-and-tools conversational-ai-systems

UpdatedDec 16, 2025
Python

KaineRecycler /Reverse-Image-Search-Engine

Star1

Reverse image search engine with the use of vector databases and keyword search and upload image

reverse-image-search vector-search vector-databases

UpdatedApr 1, 2024
TypeScript

LSSandes /dicom-viewer-image-analysis

Star0

Comprehensive medical imaging management system with a DICOM viewer, HU conversion, 28 image filters, and dual database architecture (Qdrant + SQLite). Supports radiology report generation, patient data management, and vector similarity search.

healthcare medical-imaging sqlite3 image-analysis radiology opencv-python pydicom dicom-viewer pyqt5-gui qdrant vector-databases

UpdatedSep 24, 2025
Python

Wcoder547 /Generative-AI

Star0

Learn to build powerful Generative AI applications in this hands-on 2025 course using Node.js, TypeScript, and OpenAI APIs (ChatGPT, DALL·E, Whisper). Explore real-world projects with LangChain, Express.js, REST APIs, Vector Databases, and intelligent AI Agents from setup to deployment.

openai mern-stack ai-agents generative-ai langchain vector-databases real-world-projects 2025-course

UpdatedJun 24, 2025
TypeScript

choudaryhussainali /Langchain_Learnings

Star0

"My complete LangChain learning journey — from basics to advanced RAG, LCEL, LangGraph, LangServe, LangSmith with hands-on code examples."

embeddings chains agents rag retrieval-systems prompt-engineering generative-ai langchain langsmith ai-reasoning vector-databases langserve lcel langgraph ragpipeline document-chunking memory-in-ai llms-integration

UpdatedAug 12, 2025
Jupyter Notebook

Akash-47-tank /LegalRAG-AI-Powered-Legal-Document-Assistant

Star0

Transform your legal document review from days to minutes with LegalRAG. Our AI assistant understands complex legal questions, searches thousands of documents with semantic precision, and delivers professional answers with source citations. Experience faster case prep and thorough due diligence.

semantic-search llm vector-databases rag-architecture ector-embeddings optimizing-chunking-strategies