vector-databases

Here are 30 public repositories matching this topic...

redis / redis

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

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C

vektori-ai / vektori

Star

Memory that remembers the story not just the facts. Three layer sentence graph for AI agents -> Facts, Episodes, raw Sentences. One DB. Zero config.

python open-source memory sqlite self-hosted knowledge-graph ai-agents long-term-memory rag vector-database llm pgvector ollama vector-databases sentence-graph

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Python

sochdb / sochdb

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SochDB is a high-performance embedded, ACID-compliant vector database purpose-built for AI agents and memory

database knowledge embeddings knowledge-graph knowledge-graphs-embeddings toon ai-agents knowledge-graph-embeddings vector-database llm llms vector-databases ai-agents-memory ai-agents-mcp llm-databases vector-database-python

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Rust

ZeusDB / zeusdb

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High-performance database management system

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Python

ksm26 / Building-Applications-with-Vector-Databases

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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

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Jupyter Notebook

djpapzin / LangChain-VectorDB-Learning

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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

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Python

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

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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

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4F71 / 4F71

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python nlp machine-learning deep-learning reproducible-research scikit-learn pytorch data-engineering feature-engineering semantic-search model-evaluation production-ml ml-pipelines ai-engineering ml-systems retrieval-augmented-generation vector-databases rag-systems llm-systems end-to-end-ml

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olasunkanmi-SE / IntelliSearch

Sponsor

Star

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

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TypeScript

ElMoorish / ai-engineer-vault

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🚀 The Definitive Field Manual for AI Engineering. 12 chapters covering RAG, Agents, MCP, Evals, and Token Economics. 50+ proven patterns for shipping mission-critical LLM products. Vendor-agnostic, senior-level documentation for the 2026 AI tech stack.

python open-source machine-learning mcp ai-agents rag architecture-patterns field-manual ai-engineering prompt-engineering llms generative-ai enterprise-ai vector-databases llm-ops

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fenilsonani / ai-arch-system

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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

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Python

parbhatkapila4 / portfolio

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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

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TypeScript

adityavijay21 / rag-hybrid-search

Star

Air-gapped, production-ready RAG workspace featuring hybrid search, semantic reranking, cross-encoder reranking, and verifiable citations.

python production-ready semantic-search bm25 explainable-ai faiss privacy-first rag streamlit sentence-transformers hybrid-search cross-encoder local-llm retrieval-augmented-generation ollama vector-databases offline-ai phi3 pdf-question-answering

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Python

neomatrix369 / AIE7-Cert-Challenge

Sponsor

Star

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

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Jupyter Notebook

annonymouskali10 / RedBookSkills

Star

📱 Automate posting on Xiaohongshu with multi-account support, headless mode, auto tag writing, and image handling for efficient content publishing.

javascript language redis json gui interpreter native book node-red cache red message-queue vector-search openjs-foundation vector-databases

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HTML

hoangtung386 / Medical-RAG-System

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An offline RAG system that bridges Vietnamese-English medical knowledge. Ask questions in Vietnamese, get answers from English medical literature—translated back to Vietnamese. Built for doctors, students, and health enthusiasts who need quick access to medical information while maintaining complete data privacy.

question-answering gpt quantization gradio semantic-search rag huggingface vector-database sentence-transformers healthcare-ai medical-chatbot cross-encoder llm langchain chromadb retrieval-augmented-generation vector-databases offline-ai

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Python

bibekgupta3333 / langchain-practical-guide

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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

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Python

KaineRecycler / Reverse-Image-Search-Engine

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

reverse-image-search vector-search vector-databases

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TypeScript

Hasan8123 / Agentic-RAG-with-Reasoning

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Agentic RAG with Reasoning is a sophisticated AI system built with Agno, Gemini, and OpenAI that provides transparent, step-by-step insights into its research process. It enables users to query web sources while observing the agent's real-time thought process and logical reasoning steps.

web-intelligence ai-reasoning vector-databases agentic-rag phidata-framework agno-framework

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Python

Zayan-Mohamed / mcp-registry

Star

A curated discovery engine for Model Context Protocol (MCP) servers: installation guides, security profiles and configuration snippets.

github-pages documentation mcp mkdocs ml-infrastructure vector-search developer-docs data-stores vector-databases knowledge-retrieval model-context-protocol mcp-registry

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JavaScript

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