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vectorsearch

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Here are 51 public repositories matching this topic...

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HelixDB / helix-db

Star 6.3k

HelixDB is an OLTP graph database with native vector and full-text search built in Rust on Object Storage.

rust cli database ai vector databases rust-lang graph-database helix rust-crate rag vector-database vectorsearch vector-db helixdb
  • Updated Nov 11, 2026
  • Rust

Dicklesworthstone / fast_vector_similarity

Sponsor
Star 430

High-performance vector similarity library in Rust with Python bindings: Spearman, Kendall, distance correlation, Jensen-Shannon, Hoeffding's D, and bootstrapped confidence intervals

vector similarity embedding-vectors llm vectorsearch
  • Updated Nov 1, 2026
  • Rust

marqo-ai / marqo-FashionCLIP

Star 151

State-of-the-art CLIP/SigLIP embedding models finetuned for the fashion domain. +57% increase in evaluation metrics vs FashionCLIP 2.0.

search transformers embeddings clip informationretrieval multimodal recomendations fashion-classifier vision-transformer vectorsearch fashionclip
  • Updated Sep 20, 2024
  • Python

aws-samples / rag-with-amazon-opensearch-and-sagemaker

Star 31

Question Answering Generative AI application with Large Language Models (LLMs) and Amazon OpenSearch Service

opensearch rag vector-database aws-opensearch vectorsearch llms generative-ai langchain
  • Updated Mar 26, 2026
  • Python

StudentTraineeCenter / edu-agent

Star 24

EduAgent is an AI-driven educational platform leveraging LangGraph agents and RAG to convert static documents into dynamic, personalized tutoring environments. The system utilizes principles of active recall to automatically generate adaptive study plans, interactive quizzes, flashcards, and semantic mind maps from course materials.

react typescript postgresql edtech rag fastapi azure-openai vectorsearch pgvector langgraph
  • Updated Dec 30, 2025
  • TypeScript

halilergul1 / QA-app

Star 11

Question-Answering App Over Your Own Data with LLamaindex and ElasticSearch !

nlp embeddings question-answering chunking nlp-machine-learning semanticsegmentation semanticsearch rag large-language-models llm vectorsearch
  • Updated Apr 10, 2026
  • Jupyter Notebook

d1pankarmedhi / image-search-engine

Star 8

🔎 A vector based image search engine using Visual Transformer model type.

search-engine embeddings clip pinecone huggingface-transformers vectorsearch
  • Updated Feb 17, 2025
  • Python

memas-ai / MeMaS

Star 8

Memory Management Service, a Long Term Memory Solution for AI

ai memorystore ai-infra vectorsearch
  • Updated Aug 27, 2024
  • Python

patonkikh / EmbeddingBattle

Star 7

Compare embedding models locally with LM Studio — cosine similarity UI for RAG workflows

embeddings cosinesimilarity rag vectorsearch
  • Updated Jul 5, 2026
  • TypeScript

rssdev10 / GptSearchPlugin

Star 7

Simple and pure Julia-based implementation of ChatGPT retrieval plugin logic

julia vectorsearch chatgpt-plugin
  • Updated Dec 7, 2023
  • Julia

LarsWl / ElasticsearchClient.jl

Star 6

High-level ElasticSearch client for Julia

elasticsearch julia vectorsearch
  • Updated Dec 23, 2024
  • Julia

AnshKathpal / Documentor-pdfChatbot

Star 6

DocuMentor is a sophisticated chatbot application designed to assist users in extracting valuable information from uploaded PDF documents. Users can upload PDF files, chat with the AI chatbot to ask questions or seek information related to the document, and receive well-informed responses.

python flask reactjs embeddings openai vectorsearch chatgpt langchain chromadb
  • Updated Nov 21, 2023
  • Python

couchbase-examples / hybrid-search-demo

Star 6

Hybrid Search demo on Movies Dataset using Couchbase with Native Python SDK & LangChain Vector Store integration & Streamlit

movies couchbase streamlit streamlit-application vectorsearch langchain-python
  • Updated Nov 1, 2026
  • Python

hsm207 / haystack-weaviate-docker-compose

Star 4

How to use configure haystack to use weaviate

nlp demo semantic-search neural-search vectorsearch
  • Updated Dec 21, 2022
  • Makefile

couchbase-examples / qa-bot-demo

Star 4

Q&A Chatbot Demo using Couchbase, LangChain, OpenAI and Streamlit

couchbase openai rag streamlit vectorsearch qa-bot langchain-python
  • Updated Nov 1, 2026
  • Python
Market-Research-Agent

MSR-DE / Market-Research-Agent

Star 2

Agentic RAG over financial news. Hybrid retrieval (pgvector + Postgres full-text, fused with Reciprocal Rank Fusion), LLM reranking, and an eval harness with baseline ablation, no-answer detection, and LLM-as-judge scoring. Celery · Redis · Postgres · Gemini · Docker

python docker redis information-retrieval postgresql gemini celery rag streamlit hybrid-search llm vectorsearch pgvector agentic-ai retreival-augmented-generation
  • Updated Jul 14, 2026
  • Python

ksm26 / Retrieval-Optimization-From-Tokenization-to-Vector-Quantization

Star 2

The course provides a comprehensive guide to optimizing retrieval systems in large-scale RAG applications. It covers tokenization, vector quantization, and search optimization techniques to enhance search quality, reduce memory usage, and balance performance in vector search systems.

data-science machine-learning natural-language-processing machinelearning search-algorithm tokenization rag hnsw search-optimization vectorquantization vectorsearch retrieval-augmented-generation rag-systems retrievaloptimization ragsystems embeddingmodels searchoptimization
  • Updated Dec 28, 2024
  • Jupyter Notebook

Yakoub-ai / neural-memory

Star 2

Knowledge graph plugin for Claude Code - map your codebase into layered, navigable neural nodes

sqlite devtools astro svd lsp semanticsearch knowledgegraph treesitter vectorsearch aiagents codeintelligence claude-code claude-code-plugin
  • Updated Apr 6, 2026
  • Python

T2004-la / DocQuery

Star 1

DocQuery: RAG-Based Intelligent Document Retrieval Assistant (CS50x Final Project)

python nlp flask machinelearning cs50 cs50x tfidf harvard harvardx computerscience textsearch naturallanguageprocessing harvardcs50 rag harvard-cs50 harvardcs50x vectorsearch generativeai retrievalaugmentedgeneration
  • Updated Sep 21, 2026
  • Python

CodeByKarthik / VectorSearch-RAG-using-LangChain-OpenAI

Star 1

The Project "Vector Search RAG" utilises advanced frameworks and language models (LangChain and OpenAI APIs) to enhance query responses by retrieving relevant documents and generating contextually accurate answers. This repo contains End-to-End implementation of RAG for training LLMs in custom data.

openai similarity-search rag vectorsearch langchain
  • Updated Jul 8, 2024
  • Python

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