qdrant-vector-database

There are 0 repository under qdrant-vector-database topic.

• vault-ai

  pashpashpash / vault-ai

  OP Vault ChatGPT: Give ChatGPT long-term memory using the OP Stack (OpenAI + Pinecone Vector Database). Upload your own custom knowledge base files (PDF, txt, epub, etc) using a simple React frontend.

  aiartificial-intelligencechatgptgenerativegogolangknowledge-baselong-term-memorymachine-learningopenaiopenai-apipdf-supportpineconeqdrant-vector-databasequestion-answeringreactreactjsvector-search
  Language:JavaScript 3254

• devflowinc / trieve

  All-in-one infrastructure for building search, recommendations, and RAG. Trieve combines search language models with tools for tuning ranking and relevance.

  actix-webdieselpostgresqlqdrantqdrant-vector-databaserustsearchsearch-engineembeddingllmragretrieval-augmented-generationsolidjstailwindcssactixaiartificial-intelligencevector-search
  Language:Rust 1224

• mallahyari / drqa

  How to create Question-Answering system combining Langchain and OpenAI

  langchainllmsopenaiopenai-apiqdrant-vector-databasequestion-answer-generationquestion-answeringsemantic-searchvector-database
  Language:TypeScript 172

• Azure-Samples / qdrant-azure

  Qdrant Vector Database on Azure Cloud

  azureazure-container-instancesazure-kubernetes-serviceazure-resource-templatesdockerqdrant-vector-database
  Language:Shell 85

• hkulekci / qdrant-php

  Qdrant is a vector similarity engine & vector database. It deploys as an API service providing search for the nearest high-dimensional vectors. With Qdrant, embeddings or neural network encoders can be turned into full-fledged applications for matching, searching, recommending, and much more!

  phpphp-clientqdrantqdrant-vector-database
  Language:PHP 84

• kinfey / MSFabricCopilotWorkshop

  This is Microsoft Fabric Copilot Workshop

  azureopenaidotnetqdrant-vector-databasesemantickernel
  Language:Jupyter Notebook 75

• mallahyari / ai-starter-kit

  A Web app stack written in FastAPI, Qdrant, and React for creating AI projects

  fastapilangchainlangchain-pythonllmsqdrantqdrant-vector-databasequestion-answeringragreactjsretrieval-augmented-generationvector-database
  Language:JavaScript 43

• sachink1729 / DSPy-Chain-of-Thought-RAG

  Building a Chain of Thought RAG Model with DSPy, Qdrant and Ollama

  artificial-intelligencedspy-aillama2-7bmachine-learningollamaollama-clientqdrantqdrant-clientqdrant-vector-databaseretrieval-augmented-generation
  Language:Jupyter Notebook 17

• kylemclaren / qdrant-on-fly

  Bootstrap a Qdrant vector database cluster on Fly.io

  dockerfileflyioqdrantqdrant-vector-databasevector-database
  Language:Shell 14

• Adii2202 / RAG-AI-Voice-assistant-

  Performing a RAG (Retrieval Augmented Generation) assessment using voice-to-voice query resolution. Provide the file containing the queries, ask the questions, and receive the results via voice.

  mistralqdrant-vector-databaseragllama-index
  Language:Python 9

• edilma / RAG-App-HackTogether

  ChatGPT-like Application using RAG pattern that allows to ask question to my own documents - I Used Semantic Kernel to integrate a LLM (OpenAI) using C# to orchestrate AI pluggins (Azure Cognitive Services). For the document embeddings I used Qdrant for the vector database and Pdfpig to extract the content from the pdfs

  chatgptqdrant-vector-databaseragsemantickernelpdfpig
  Language:C# 8

• qdrant-operator / qdrant-operator

  Qdrant operator creates and manages Qdrant clusters running in Kubernetes

  kuberneteskubernetes-operatorqdrantqdrant-vector-databasevectoroperatorsearchsearch-enginevector-searchneural-networkvector-database
  Language:C# 8

• Anush008 / qdrant-npm

  Helper package to spin-up a Qdrant instance without Docker

  qdrantqdrant-vector-databasevector-database
  Language:JavaScript 7

• Mohitkr95 / qdrant-multi-node-cluster

  This repository is a demonstration of deploying Qdrant, a high-performance vector database, in a distributed manner.

  dockerdocker-composemultinode-clusterpythonpython3qdrantqdrant-clientqdrant-vector-database
  Language:Python 7

• codebanesr / fahm

  Feature extraction + chatbot

  chatbotgpt-3pineconeqdrant-vector-database
  Language:TypeScript 6

• Snehil-Shah / Multimodal-Image-Search-Engine

  Text to Image & Reverse Image Search Engine built upon Vector Similarity Search utilizing CLIP VL-Transformer for Semantic Embeddings & Qdrant as the Vector-Store

  computer-visionmultimodal-transformernlpopenai-clipqdrant-vector-databasevector-embeddingsqdrant
  Language:Jupyter Notebook 6

• Ashish-Abraham / DocWhisperer-Qdrant

  A Retrieval-Augmented Generation (RAG) System for PDF Chat using Qdrant Vector Database.

  aibertbert-embeddingshuggingfacellamallmmachine-learningopen-sourceqdrantqdrant-vector-databaseragretrieval-augmented-generationvector-database
  Language:Python 5

• HemanthSai7 / StudyBot

  Revise your subjects with studybot

  langchainfaissfastapillama-indexqdrant-vector-databasestreamlitlangchain-pythondockerhuggingface-spaces
  Language:Jupyter Notebook 5

• rajkstats / PharmAssistAI

  An innovative application designed to help pharmacists and pharmacy students quickly research FDA-approved drugs by retrieving relevant information from drug labels and adverse event datasets, and providing AI-generated summaries to streamline the learning process

  educational-toolhealthcare-aillmnlpopen-source-healthcareragai-in-pharmacyfda-datalangchainlangsmithqdrant-vector-databasechainlit
  Language:Jupyter Notebook 5

• devflowinc / vault-search

  A semantic and full text search engine UI written in Astro and SolidJS

  aiastrosearchsearch-enginesemanticsolidjsqdrantqdrant-vector-database
  Language:JavaScript 4

• romilandc / llama-index-RAG

  A RAG implementation on Llama Index using Qdrant vector stores as storage. Take some pdfs, store them in the db, use LLM to inference, enjoy.

  fine-tuningllamaindexllmllm-inferenceragllama-indexvector-databaseqdrantqdrant-vector-database
  Language:Python 4

• rosspatil / ai-chatbot

  Dockerized AI Chatbot is an open-source project that provides a chatbot powered by artificial intelligence, specifically built using OpenAI's GPT-3 (Language Model) for natural language processing and understanding

  aichatbotsllmopenaiopenai-apiqdrantqdrant-vector-database
  Language:JavaScript 3

• santhalakshminarayana / doppalf

  Doppalf is a RAG powered AI chat bot application

  aicoherecohere-aillamaindexllmnextjspythonqdrantqdrant-vector-databaseragtailwindcsstypescriptchatbotchatgptreactreactjs
  Language:TypeScript 3

• Anandhupa1 / GENAI-MAIN-PROJECT

  A dynamic chatbot serving tailored food recommendations and similar recipes.

  cssflaskhtmllangchainnextjs13nodeopenaipythonqdrant-vector-databasesocket-io
  Language:JavaScript 2

• mdimado / PaperChat

  PaperChat is an AI-powered chat application designed to handle PDF documents through a user-friendly interface. Users can upload PDF files, ask questions related to the content within those documents, and receive responses generated using advanced natural language processing (NLP) techniques.

  coherefastapigroqlangchainqdrantqdrant-vector-databasereactreactjs
  Language:Python 2

• minggnim / nlp-models

  A repository for training transformer based models

  transformersdeeplearningnlppytorchfalcongpt-2llmsqdrant-vector-databasefine-tuningmulti-label-classificationmulti-task-learningchatbotctransformersllama2chatbotslangchain
  Language:Jupyter Notebook 2

• NathanVRyver / Multilingual-semantic-search-hackathon

  Legal Documents Multilingual Semantic Search

  coherepythonqdrantqdrant-vector-databasesearchsearch-engine
  Language:Python 2

• rosyteran / Llamaparse-Groq-Retrieval_Augmented_Agent

  User-friendly interface for creating effective Retrieval Augmented Generation (RAGs)

  groq-aillamaparseqdrantqdrant-vector-databaserag
  Language:Jupyter Notebook 2

• rust-master / qdrant-rust

  Rust App on Qdrant - Vector database

  qdrantqdrant-vector-databaserusttokiotokio-rstonicqdrant-client
  Language:Rust 2

• sergio11 / voice_passport_architecture

  VoicePassport 🎤is an innovative authentication system leveraging voice recognition technology, blockchain ⛓️ security, and vector databases 📊 for robust and seamless user verification.

  qdrantqdrant-clientqdrant-vector-databaseapache-airflowapache-airflow-etl-pipelineblockchainblockchain-technologysoliditysolidity-contractsweb3web3pydocker-composehproxymongodb
  Language:Python 2

• TerboucheHacene / ScholarSense

  A Neural Search Tool that helps you find relevant papers to read based on your interests

  cosine-similarityneural-searchsentence-embeddingssentence-transformersvector-databasevector-searchopenai-apiqdrant-clientqdrant-vector-database
  Language:Python 2

• yash9439 / RayQdrantFastEmbed

  Generating embedding for 1000s of PDF Documents, in Qdrant using FastEmbed with distributed Computing in Ray

  distributed-computingfastembedqdrant-vector-databaseragray
  Language:Jupyter Notebook 2

• AstraBert / qdrant-ai-chat

  Build amazing AI and RAG-powered applications, plain and simple🪂

  aiapiawesome-aiawesome-appchatbotcloudgradio-python-llmllmopen-sourceqdrant-vector-database
  Language:Python 1

• JoshMusira / RAG_Application

  A state-of-the-art Retrieval-Augmented Generation (RAG) application using OpenAI, Qdrant vector store, embeddings, FastAPI, React for the UI, NewsAPI, Word Cloud, and Langchain. This project enables dynamic reading and QA on news articles, focusing on various people of interest, with real-time, personalized news insights.

  embeddings-word2vecfastapilangchain-pythonopenaiqdrant-vector-databasereactjswordcloud
  Language:Python 1

• mdimado / MedRaga

  MedRaga is a medical assistance application aimed at providing accurate and personalized medical information to healthcare professionals. It uses RAG technology to retrieve the latest medical research from trusted sources, augment it with patient data, and deliver personalized diagnoses and treatment plans.

  arxivbeautifulsoupcoherefastapifirebasefirebase-authgemini-apilangchainlangchain-pythonplaywrightqdrantqdrant-vector-databaseragreactjsselenium
  Language:Jupyter Notebook 1

• yash9439 / Qdrant-DeepsetHaystack-Llama3-QnA-ChatBot

  Question-Answering ChatBot leveraging Qdrant for vector search, Deepset Haystack for NLP pipeline, and Llama3 for advanced language understanding.

  chatbothaystackqdrant-vector-databaserag
  Language:Jupyter Notebook 1