https://github.com/milvus-io/milvus

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

anns cloud-native diskann distributed embedding-database embedding-similarity embedding-store faiss golang hnsw image-search llm nearest-neighbor-search rag vector-database vector-search vector-similarity vector-store

Last synced: 12 Feb 2026

https://github.com/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.

anns building-blocks clustering cuda distance gpu information-retrieval linear-algebra llm machine-learning nearest-neighbors neighborhood-methods primitives random-sampling solvers sparse statistics vector-search vector-similarity vector-store

Last synced: 14 May 2025

https://github.com/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

azure azure-functions azure-openai azure-webapp azureopenai chatgpt cognitive-search gpt-3 gpt-35-turbo langchain openai pinecone redis-search vector-store

Last synced: 16 May 2025

https://github.com/akshata29/chatpdf

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

azure azure-functions azure-openai azure-webapp azureopenai chatgpt cognitive-search gpt-3 gpt-35-turbo langchain openai pinecone redis-search vector-store

Last synced: 03 Mar 2025

https://github.com/rapidsai/cuvs

cuVS - a library for vector search and clustering on the GPU

anns clustering cuda distance gpu information-retrieval llm machine-learning nearest-neighbors neighborhood-methods similarity-search sparse statistics vector-search vector-similarity vector-store

Last synced: 08 Apr 2026

https://github.com/vectordbz/vectordbz

A modern desktop application for exploring, managing, and analyzing vector databases

ai aitools chroma database-management embeddings milvus pgvector pinecone qdrant rag semantic-search vector-data-management vector-database vector-database-embedding vector-search vector-store vectordatabase vectordb vectorspace weaviate

Last synced: 13 Mar 2026

https://github.com/chuloai/brainchulo

Harnessing the Memory Power of the Camelids

chromadb fastapi langchain llama llm microsoft-guidance python retrieval-augmented sqlmodel vector-store

Last synced: 22 Apr 2025

https://github.com/kenyony/flaxkv

🗲 A high-performance on-disk dictionary.

database deep-learning dictionary leveldb llm lmdb machine-learning persistent-storage vector-store

Last synced: 24 Jul 2025

https://github.com/piomin/spring-ai-showcase

Sample Spring AI Application with several use cases

llm mistral-ai multimodal-large-language-models multimodality ollama openai pinecone rag retrieval-augmented-generation spring-ai spring-boot stock-api vector-store

Last synced: 15 Apr 2025

https://github.com/elastic/semantic-kernel-net

The official Elasticsearch .NET Vector Store Connector for Microsoft Semantic Kernel.

ai connector elasticsearch semantic-kernel vector-store

Last synced: 28 Mar 2025

https://github.com/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.

chat-gpt gpt gpt-3 gpt-3-5 gpt-4 llm milvus openai pinecone shelly vector-store

Last synced: 03 Oct 2025

https://github.com/akshata29/pitchbook

azure-functions azure-openai cognitive-search gpt-3 gpt-4 langchain-python llm nodejs pitchbook rag vector-search vector-store

Last synced: 14 Apr 2025

https://github.com/concaption/minimem-vector-store

minimem is a minimal implementation of in-memory vector-store using only numpy

numpy vector-store

Last synced: 11 Jun 2025

https://github.com/rapidsai/cuvs-lucene

A Lucene codec for vector search and clustering on the GPU

anns cuda gpu hybrid-search information-retrieval lucene nearest-neighbors neighborhood-methods semantic-search vector-database vector-search vector-similarity vector-store

Last synced: 01 Aug 2025

https://github.com/crate/langchain-cratedb

CrateDB provider for LangChain.

cratedb cratedb-client cratedb-connector cratedb-driver cratedb-sdk embedding-vectors embeddings langchain langchain-openai langchain-python llm openai vdbms vector-database vector-store

Last synced: 28 Apr 2025

https://github.com/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.

document-analysis embeddings faiss langchain llama-models llm nvidia-ai-faundry pdf-processing question-answering rag streamlit vector-store

Last synced: 15 Feb 2026

https://github.com/ashad001/ultimaterag

In Development

ai embeddings gemini jina llama-index llms machine-learning openai pdf-search rag vector-store web-search

Last synced: 15 Jan 2026

https://github.com/danielivanovz/use-vector-store

React Hook for indexed-vector-store package

embeddings indexeddb nlp semantic-search vector-database vector-store

Last synced: 26 Mar 2025

https://github.com/karmaniverous/jeeves-watcher

Filesystem watcher that keeps a Qdrant vector store in sync with document changes. Config-driven rules engine, semantic search API, and CLI.

cli document-indexing embeddings filesystem-watcher gemini langchain qdrant rag semantic-search typescript vector-store

Last synced: 15 Apr 2026

https://github.com/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.

accelerate bitsandbytes chainlit chatbot ctransformers embeddings faiss-cpu faiss-vector-database huggingface-hub huggingface-transformers langchain langchain-community llama mini-llm pdf-parse pypdf sentence-transformers torch vector-store

Last synced: 30 Mar 2025

https://github.com/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 .

ai api cors embeddings faiss fastapi groq huggingface langchain llama3 llm pdf pdf-processing pymupdf python question-answering semantic-search text-splitting transformers vector-store

Last synced: 30 Oct 2025

https://github.com/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,

ai-assistant googlegenerativeai langchain vector-store

Last synced: 14 Nov 2025

https://github.com/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.

10k agent ai assistant azure entra-id file-upload openai python sdk vector-store

Last synced: 17 Apr 2026

https://github.com/sosanzma/rag-techniques-handbook

A comprehensive guide to advanced RAG techniques including reranking, deep memory, and vector store optimization. Includes practical implementations and best practices using LlamaIndex, Langchain, etc..

deep-memory llama-index machine-learning optimization rag reranking vector-store

Last synced: 26 Jul 2025

https://github.com/supanut1911/vectorize-mongodb-atlas-poc

atlas-vector-search langchain mongodb vector-store

Last synced: 13 Apr 2026

https://github.com/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.

chatbot conversational-ai faiss langchain openai pdf-processing streamlit text-extraction vector-store

Last synced: 11 Apr 2026

https://github.com/huseyincenik/generative_ai

Generative AI Repository

generative-ai generative-model qdrant qdrant-vector-database rag retrieval-augmented-generation vector vector-store

Last synced: 31 Mar 2025

https://github.com/guduchango/langchain-jupyter-notebooks

collection of practical LangChain examples using Jupyter Notebooks. Learn how to build LLM-powered apps with embeddings, vector stores, and document loaders. Contributions welcome!

ai chromadb embeddings huggingface jupyter-notebook langchain llm nlp ollama python rag vector-store

Last synced: 11 Apr 2026

https://github.com/asaintsever/vectorproxy

Proxy to compute or delegate generation of vector embeddings before storage in vector stores

bedrock elasticsearch embeddings opensearch vector-store vectorization vectors

Last synced: 19 Apr 2026

https://github.com/allanbunch/node-red-couchbase-api

A set of Node-RED nodes for interfacing with Couchbase services.

api couchbase low-code multi-model no-sql node-red vector-store

Last synced: 06 Mar 2025

https://github.com/nishit00/document-qa-rag-system

📄 Transform documents into interactive AI conversations with ease, creating a searchable knowledge base for efficient information retrieval.

ai docker document-search faiss faiss-vector-database groq langchain llama3 llm nlp pdf python question-answering questions-and-answers rag rag-chatbot streamlit vector-store

Last synced: 12 Apr 2026

https://github.com/focusbp/openai-response-php

A lightweight utility for working with OpenAI Responses API and Vector Stores.

function-calling openai openai-api php vector-store

Last synced: 14 Jan 2026

https://github.com/xyonx/flexygent

Flexible, modular AI agent framework with memory, tool use, and LLM integration. Build custom agents with FastAPI, ChromaDB, and OpenRouter in Python.

ai-agent chatbot chromadb extensible fastapi framework llm memory openai openrouter python rag tools vector-store

Last synced: 13 Apr 2026

https://github.com/zenra-ai/lamp

LAMP (LLM Agent Memory Protocol) is a universal memory protocol for AI agents. Making Agent Memory Portable, Private, and Powerful

agent-memory ai-agents autogpt enterprise-ready episodic-memory framework-agnostic knowledge-graph langchain llm-agents local-first memory-protocol migration-tools open-source privacy python semantic-memory typescript vector-database vector-store

Last synced: 18 Apr 2026