GitHub topics: vector-store
thustorage/PipeANN
A low-latency, billion-scale, and updatable graph-based vector store on SSD.
Language: Jupyter Notebook - Size: 6.12 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 38 - Forks: 8
crate/langchain-cratedb
CrateDB provider for LangChain.
Language: Python - Size: 232 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 2 - Forks: 0
rapidsai/cuvs
cuVS - a library for vector search and clustering on the GPU
Language: Cuda - Size: 10.6 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 449 - Forks: 110
rapidsai/raft
RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.
Language: Cuda - Size: 15 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 903 - Forks: 208
ritik6207/SpringAI
💡 Learn how to integrate Spring Boot with OpenAI using Spring AI. Covers ChatClient, Prompt Templates, Embeddings, Vector Stores, RAG, Audio & Image Models.
Language: Java - Size: 10.7 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0
piomin/spring-ai-showcase
Sample Spring AI Application with several use cases
Language: Java - Size: 3.96 MB - Last synced at: 4 days ago - Pushed at: 9 days ago - Stars: 44 - Forks: 22
milvus-io/milvus
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
Language: Go - Size: 226 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 35,569 - Forks: 3,264
databricks-industry-solutions/product-search
Semantic product search on Databricks
Language: Python - Size: 513 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 32 - Forks: 14
Ksschkw/MYRAGAGENT
My RAG Agent. . a fitting description.
Language: Python - Size: 67.4 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0
elastic/semantic-kernel-net
The official Elasticsearch .NET Vector Store Connector for Microsoft Semantic Kernel.
Language: C# - Size: 372 KB - Last synced at: 5 days ago - Pushed at: 17 days ago - Stars: 15 - Forks: 1
aimaster-dev/chatbot-using-rag-and-langchain
Chat with your PDFs using AI! This Streamlit app uses RAG, LangChain, FAISS, and OpenAI to let you ask questions and get answers with page and file references.
Language: Python - Size: 15.5 MB - Last synced at: 29 days ago - Pushed at: about 1 month ago - Stars: 11 - Forks: 0
Jayanth-MKV/advanced-rag-cookbooks
Advanced RAG Techniques and Projects
Language: Jupyter Notebook - Size: 4.25 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0
akshata29/entaoai
Chat and Ask on your own data. Accelerator to quickly upload your own enterprise data and use OpenAI services to chat to that uploaded data and ask questions
Language: TypeScript - Size: 508 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 859 - Forks: 253
saikumar003/CHATAI
About LLM powered ChatAI system. Added support for HF Embeddings and Models too
Language: Python - Size: 270 KB - Last synced at: 14 days ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
cwida/PDX
âš¡ Faster vector search with PDX: A vertical data layout for vectors
Language: C++ - Size: 198 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 36 - Forks: 2
HemalDholakiya12/PDFChat
A web app that allows users to upload PDFs and interact with them through a Q&A interface. The application extracts text from PDFs, generates embeddings, stores them in a FAISS database, and retrieves relevant information to provide context-aware answers using a large language model .
Language: JavaScript - Size: 119 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0
imkikev/openAiAgentsChatbot
Multi-provider AI Chatbot using OpenAI Agents SDK – A chatbot framework built with OpenAI Agents SDK that supports both OpenAI models and external providers like Amazon Bedrock (e.g., Anthropic Claude). Includes a Streamlit frontend, backend agent logic, and optional vector-based document retrieval
Language: Python - Size: 36.1 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 1
SayamAlt/Langchain-with-Python-Bootcamp
This repository covers all the code materials covered within Jose Portilla's Langchain with Python Bootcamp on Udemy.
Language: Jupyter Notebook - Size: 15.4 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
AidanTilgner/Simple-Vector-Store
A simple way to convert and manage files in vector storage.
Language: Python - Size: 66.4 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 6 - Forks: 0
geminii01/kaggle-genai-intensive-course
[Kaggle] 5-Day Gen AI Intensive Course with Google
Language: Jupyter Notebook - Size: 61.8 MB - Last synced at: 24 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
akshata29/pitchbook
Language: TypeScript - Size: 3.47 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 4
Bushra-Butt-17/BudgetBuddy-Finance-Chatbot
Budget Buddy is a finance chatbot built using Chainlit and the LLaMA language model. It analyzes PDF documents, such as bank statements and budget reports, to provide personalized financial advice and insights. The chatbot is integrated with Hugging Face for model management, offering an interactive way to manage personal finances.
Language: Python - Size: 19.3 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 0
MohammedAly22/GenQuest-RAG
A Question Generation Application leveraging RAG and Weaviate vector store to be able to retrieve relative contexts and generate a more useful answer-aware questions
Language: Jupyter Notebook - Size: 397 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 10 - Forks: 1
huseyincenik/generative_ai
Generative AI Repository
Language: Python - Size: 6.97 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
ADudhe01/PDFReaderChatbot
A chatbot app using Streamlit, LangChain, and OpenAI to interact with uploaded PDFs, extract text, and answer questions based on the document content.
Language: Python - Size: 4.88 KB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
ChuloAI/BrainChulo
Harnessing the Memory Power of the Camelids
Language: Python - Size: 1.15 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 146 - Forks: 10
KenyonY/flaxkv
🗲 A high-performance on-disk dictionary.
Language: Python - Size: 29.7 MB - Last synced at: 17 days ago - Pushed at: 3 months ago - Stars: 28 - Forks: 1
SURESHBEEKHANI/Thai-Recipes-AI-Assistant
Thai Recipes AI is an innovative AI-powered assistant dedicated to Thai cuisine. It combines cutting-edge natural language processing with document retrieval and web search functionalities, delivering precise, concise, and valuable answers to users' inquiries about Thai recipes, ingredients,
Language: Jupyter Notebook - Size: 549 KB - Last synced at: 4 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0
gongwork/data-copilot
AI Data Assistant empowers data professionals by speaking both human language and machine langauges (SQL/Python)
Language: Python - Size: 31.6 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 4 - Forks: 1
asaintsever/vectorproxy
Proxy to compute or delegate generation of vector embeddings before storage in vector stores
Language: Go - Size: 3.03 MB - Last synced at: 4 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
LazaUK/AOAI-Assistants-VectorStore
Introduction to the process of uploading up to 10,000 files to the Vector Store object in Azure OpenAI's Assistants API.
Language: Jupyter Notebook - Size: 25.4 KB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0
arsath-eng/RAG1-NVIDIA-GENAI
A powerful Retrieval Augmented Generation (RAG) application built with NVIDIA AI endpoints and Streamlit. This solution enables intelligent document analysis and question-answering using state-of-the-art language models, featuring multi-PDF processing, FAISS vector store integration, and advanced prompt engineering.
Language: Python - Size: 153 MB - Last synced at: 27 days ago - Pushed at: 8 months ago - Stars: 2 - Forks: 1
karthik-monkey/quantgpt
AI-powered Financial Report Analysis Engine
Language: Python - Size: 11.6 MB - Last synced at: 6 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0
jayeshbhandarkar/AgriGenius
AgriGenius: AI-Powered Agriculture Chatbot is a Python web application designed to empower farmers with information accessibility. AgriGenius leverages a Retrieval-Augmented Generation model to address farmer's agricultural queries with precise answers.
Language: JavaScript - Size: 5.77 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0
Ashad001/UltimateRAG
In Development
Language: Python - Size: 1.81 MB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0
nourmag/PdfChat-App
A website that summarizes PDFs into simple paragraphs based on user's queries_using Streamlit, LangChain, OpenAI, and ChromaDB Docker Image technologies.
Language: Python - Size: 333 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0
supanut1911/vectorize-mongodb-atlas-poc
Language: TypeScript - Size: 79.1 KB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0
SK4P3/vector-vault
Vector Index / Vector Store implemented in go, nginx load balancing and an angular management frontend
Language: TypeScript - Size: 6.32 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
ToxyBorg/llama_langchain_documents_embeddings
just testing langchain with llama cpp documents embeddings
Language: Python - Size: 60.5 KB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 14 - Forks: 1
kadras-io/package-for-weaviate
Kubernetes-native package for Weaviate, an AI-native vector database that helps developers create intuitive and reliable AI-powered applications.
Language: Smarty - Size: 70.3 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
riyoutube/RAG_MultiTypesLoader
Incorporar distintos tipos de documentos simultáneamente a la base de datos de embeddings Chroma con LangChain.
Language: Jupyter Notebook - Size: 228 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
Jac-Zac/IR_Vector_Store_RAG
Final Project for Information Retrival, this is an implementation that uses numpy of a vector store and a RAG PoC with ollama
Language: Jupyter Notebook - Size: 118 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
sharonmordechai/ai-assistant-with-vector-store
The AI Assistant uses OpenAI's GPT models and Langchain for agent management and memory handling. With a Streamlit interface, it offers interactive responses and supports efficient document search with FAISS. Users can upload and search pdf, docx, and txt files, making it a versatile tool for answering questions and retrieving content.
Language: Python - Size: 504 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1
danielivanovz/use-vector-store
React Hook for indexed-vector-store package
Language: TypeScript - Size: 37.1 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
Divyansh3021/nile
Language: Python - Size: 15.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0
hanit-com/azure-openai-custom-chatgpt
🤖 An intelligent, context-aware chatbot that can be utilized to answer questions about your own documented data.
Language: Python - Size: 430 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 1
petermchale/llm-powered-applications
Orchestrating the interaction between users and Large Language Models
Language: Jupyter Notebook - Size: 10.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1
concaption/minimem-vector-store
minimem is a minimal implementation of in-memory vector-store using only numpy
Language: Python - Size: 13.7 KB - Last synced at: 18 days ago - Pushed at: 4 months ago - Stars: 3 - Forks: 0
MANISH007700/ChatAI
LLM powered ChatAI system. Added support for HF Embeddings and Models too
Language: Python - Size: 270 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
Aditya3012Purwar/Web-Chatbot
Language: Jupyter Notebook - Size: 16.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
allanbunch/node-red-couchbase-api
A set of Node-RED nodes for interfacing with Couchbase services.
Language: JavaScript - Size: 154 KB - Last synced at: 19 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
rpidanny/ShellyGPT
A command-line tool that ingests documents and generates instant answers to your questions about those documents using ChatGPT, giving you the Sheldon Cooper you never had at your fingertips.
Language: TypeScript - Size: 1.73 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 8 - Forks: 1
sahilichake/Q_-_A_with_Multiple_PDFs
Q & A with multiple pdf App is a Python application that allows you to ask questions about the PDFs you upload using natural language model to generate accurate answers to your queries.
Language: Python - Size: 11.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
AI-Chef/faiss Fork of facebookresearch/faiss
A library for efficient similarity search and clustering of dense vectors.
Size: 129 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
AI-Chef/chroma Fork of chroma-core/chroma
the AI-native open-source embedding database
Size: 169 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
AI-Chef/milvus Fork of milvus-io/milvus
A cloud-native vector database, storage for next generation AI applications
Size: 154 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0