the AI-native open-source embedding database

Distributed vector search for AI-native applications

The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.

An out-of-the-box, corpus-agnostic query expansion tool for lexical retrieval systems.

The "Questions" project, part of Harvard's CS50 AI course, develops an AI system for answering questions by retrieving documents and passages from a text corpus using tf-idf. It aids in understanding natural language processing (NLP) and information retrieval techniques.

Client SDK for starpoint.ai

Vector search demo with the arXiv paper dataset, RedisVL, HuggingFace, OpenAI, Cohere, FastAPI, React, and Redis.

Chat-Bot made using whisper live, speechbrain and open AI API

A Document QnA bot

LLM_LangChain_ChatBot is a contextual document retrieval chatbot that leverages LangChain to process user queries and generate accurate responses based on the content of retrieved documents. Ideal for applications requiring precise information retrieval and context-aware interactions.

A basic and intuitive Python module for (Vector Space) IR system. (Focuses on simplicity and understandability)

Evaluations among different Retrieval Models with open source platforms/tools.

Vietnamese long form question answering system with documents retrieval.

a minimal local embedding database.

"LangChat Explorer: Your intuitive document companion. Effortlessly explore vast information with natural language conversations. Simplify queries, gain insights, and embark on a seamless journey of knowledge discovery. Unleash the power of language with LangChat Explorer."

The Intelligent "ASKDOC" project combines the power of Langchain, Azure, OpenAI models, and Python to deliver an intelligent question-answering system, that scans your PDF documents and answer queries based on its contents. It can be queried using Human Natural Language.

Document Querying with LLMs - Google PaLM API: Semantic Search With LLM Embeddings

pgvector + embeddings API

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.