vectordb
There are 85 repositories under vectordb topic.
aws-samples/aws-genai-llm-chatbot
A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere, Mistral) using AWS CDK on AWS
myscale/MyScaleDB
An open-source, high-performance SQL vector database built on ClickHouse.
ax-llm/ax
Build LLM powered Agents and "Agentic workflows" based on the Stanford DSP paper.
LangStream/langstream
LangStream. Event-Driven Developer Platform for Building and Running LLM AI Apps. Powered by Kubernetes and Kafka.
alphasecio/langchain-examples
A collection of apps powered by the LangChain LLM framework.
awa-ai/awadb
AI Native database for embedding vectors
mileszim/awesome-vector-database
Awesome List of Vector DB resources
BirchKwok/LynseDB
A pure Python-implemented, lightweight, server-optional, multi-end compatible, vector database deployable locally or remotely.
NisaarAgharia/Advanced_RAG
Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 ,Agents.
AIAnytime/Zephyr-7B-beta-RAG-Demo
Zephyr 7B beta RAG Demo inside a Gradio app powered by BGE Embeddings, ChromaDB, and Zephyr 7B Beta LLM.
MikaAK/pinecone
pinecone.io Library in Elixir
oisee/zvdb
ABAP Vector Search Library
vinayak-shanawad/AI-ML-Projects
AWS SageMaker, SeldonCore, KServe, Kubeflow & MLflow, VectorDB
do-me/qdrant-frontend
A universal Qdrant table frontend based on transformers.js
Suiwan/notionGPT
NotionGPT, a practical tool built on top of ChatGPT large language model, make it your note-taking assistant!
firstbatchxyz/firstbatch-sdk
Python SDK for FirstBatch: Real-time personalization using vectorDBs
zcemycl/aws-chromadb-terraform
Deployment of chromadb into AWS resources through terraform
jjordanbaird/EmailVectorDB
This project demonstrates how to parse emails, process them using OpenAI's GPT-3.5, and load the data into a Weaviate vector database for enhanced search capabilities. Utilizing few-shot prompts and parallel processing, it showcases the power of combining NLP techniques with vector search.
themaximalist/ai.js
AI Toolkit for Node.js (LLM, Image Generation, Embeddings, Vector Search)
rahul2002m/ChatPDF
ChatPDF is a Streamlit app allowing users to query PDF & DOCX content via natural language. It indexes documents for conversational interactions using OpenAI's API & FAISS for rapid matching. Upload, ask, and get insightful responses instantly.
aws-samples/text-embeddings-pipeline-for-rag
A pipeline to convert contextual knowledge stored in documents and databases into text embeddings, and store them in a vector store
ksmin23/rag-with-postgresql-pgvector-and-sagemaker
Question Answering application with Large Language Models (LLMs) and Amazon Aurora Postgresql using pgvector
byebyebruce/chat2code
Chat with your code using natural language
byebyebruce/chat2data
🗣 📊Chat2Data is a tool for interacting with your DATA, supporting MySQL, PostgreSQL, SQLite3, and CSV files
mariotoffia/goannoy
go native port of annoy. Approximate Nearest Neighbors in optimized for memory usage and loading/saving to disk.
themaximalist/vectordb.js
Simple in-memory vector database for text similarity in Node.js
ChetanXpro/askme
A CLI tool written in Go to chat with your pdf data
mxchinegod/prismatica
A vectorize-and-search application built on top of LangChain, Qdrant, and large & small language model pipelines!
YeonwooSung/MLOps
Miscellaneous codes and writings for MLOps
ksmin23/rag-with-amazon-opensearch-and-sagemaker
Question Answering Generative AI application with Large Language Models (LLMs) and Amazon OpenSearch Service
myscale/search-index
Vector index module for MyScaleDB, the SQL vector database for scalable AI.
Syed007Hassan/Document-Querying-With-VectorDB
Document Querying with LLMs - Google PaLM API: Semantic Search With LLM Embeddings
firstbatchxyz/firstbatch-sdk-ts
TypeScript SDK for FirstBatch: Real-time Personalization using VectorDBs.
olahsymbo/langchain-chat-vector-db
An implementation of Langchain Vector DB with ChatGPT
QSCTech-Sange/Mr.Wiki
Mr.Wiki is a RAG retrieval chatbot based on the local LLM (Large Language Model) and utilizes a vector database. It is developed using Python3.
UBOS-tech/node-red-contrib-chromadb
Chroma is the open-source embedding database