Popular GitHub Repositories for Vectorstores

GPT Interviewer - Practice interview with AI interviewer based on job descriptions and resume

Chat with Github Repositories (w/ multiple filetypes). Provides flexible backend: Select from different Vectorstores, Context Retrieval-methods and LLMs.

? Briefly utilizes open-source LLM's with text embeddings and vectorstores to chat with your documents

Hands On with LlamaIndex, VectorStores, and LLMs (OpenAI/PaLM/Open LLMs)

Docker-DB is a Python library for managing database containers via Docker: supporting fast, scriptable setup of MongoDB, PostgreSQL, MySQL, and SQL Server for development and testing.

Dive into LangChain, a powerful platform that lets you interact with your data like never before. This guide offers insights on its unique capabilities, helping you tap into your data in conversational ways.

一个简洁、模块化的 LangChain 项目，展示了关键组件，例如 ChatPromptTemplate（聊天提示模板）、输出解析、检索器设置和 LCEL 链式调用——非常适合构建结构化的 LLM 管道和 RAG 系统。

A beginner-friendly LangChain project that demonstrates the core steps of building a Retrieval-Augmented Generation (RAG) GenAI app — including data ingestion, chunking, embeddings, vectorstores (FAISS/Chroma), retrievers, and LLM response chains using OpenAI GPT-4o.