There are 5 repositories under vectordatabase topic.
The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.
Notebooks & Example Apps for Search & AI Applications with Elasticsearch
Plugin that creates a ChromaDB vector database to work with LM Studio running in server mode!
FastAPI Backend for a Conversational Agent using Aleph Alpha, (Azure) OpenAI, GPT4ALL, Langchain and a VectorDB
Hello everyone this repo will contain my journey of machine learning and DeepLearning with some exciting projects
Example application querying data in different ways
Minio2Milvus-BackEnd创建了一个由streamlit写得简易UI,同步Milvus与MinIO,实现新建库、删除库、上传文档、向量化文档、删除文档等功能。
Two approaches to generating optimized embeddings in the Retrieval-Augmented Generation (RAG) Pattern
This Repository collects my material about my course (Mastering Vector Databases for AI applicstions) by Eng/ Mohammed Agoor
The simple client of NautilusDB, a Clound-Native Vector Search Service
An AI companion that the user can create by giving it a set of intstructions on how to behave, and talk to!
⚡️Lightning fast in-memory VectorDB written in rust🦀
Everything you need to run RAG locally without OpenAI or any other paid services. Completely opensource techstack.
I just wanna build my own LLM with RAG
GenView serves as a Generative AI Interview system designed to assist companies in choosing suitable candidates for their job vacancies.
using pinecone database and store vector data
Web application that allows you to interact with biomedical knowledge graphs and query biomedical questions.
PDF Multichat Interaction System utilizing Llama 2, Langchain, and Pinecone. Streamline content extraction from resumes, health reports, and business documents, enhancing document interaction for various applications. Experience efficient and versatile document processing with this advanced system.
Pipeline to insert text embeddings generated from self hosted embedding model into qdrant vector database using grpc in rust
OdinAI; a chat interface that utilizes a custom vector database for storing and retrieving conversation history to enhance the contextual relevance of responses. The project integrates local language model management via Ollama and leverages Jupyter Notebook for its interactive interface.
This is the repo for Vicuna Chemical Expert, which can help to solve some chemical questions.
A Minimal and Efficient Distributed Vector Database
Playground for testing some Vector enabled Databases
RAG based LLM using Langchain