vector-database topic
write-you-a-vector-db
A Vector Database Tutorial (over CMU-DB's BusTub system)
raptor
The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
LLMFlex
A python package for developing AI applications with local LLMs.
semantic-ai
An open source framework for Retrieval-Augmented System (RAG) uses semantic search helps to retrieve the expected results and generate human readable conversational response with the help of LLM (Lar...
llm-corpus
手把手从零教你搭建大模型知识库(A local corpus base solution based on vector database and llm)
azure-openai-redis-deployment
End-to-end deployment of Azure OpenAI applications using Redis Enterprise as a vector database.
markai
An open-source OpenAI wrapper for a RAG-based chatbot that seamlessly integrates with your documents.
NanoLLM
Optimized local inference for LLMs with HuggingFace-like APIs for quantization, vision/language models, multimodal agents, speech, vector DB, and RAG.
LLM-Recommender
Use OpenAI, Redis, and streamlit to recommend hotels using Large Language Models