A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.

Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai

Joplin (note-taking) assistant running a very intelligent system (OpenAI/GPT, Hugging Face, Gemini, Llama, Universal Sentence Encoder, etc.)

Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

🍁 Sycamore is an LLM-powered search and analytics platform for unstructured data.

Serverless multilingual semantic search based on LanceDB

This repository features three demos that can be effortlessly integrated into your AWS environment. They serve as a practical guide to leveraging AWS services for crafting a sophisticated Large Language Model (LLM) Generative AI, geared towards creating a responsive Question and Answer Bot and localizing content generation.

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

Nicolay is a digital history experiment that uses artificial intelligence to explore the speeches of Abraham Lincoln.

Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

MTEB: Massive Text Embedding Benchmark

Index and query any data using LLM and natural language, tracking sources and showing citations.

SemanticFinder - frontend-only live semantic search with transformers.js

Text Embedding for Retrieval, Rerank and RAG

Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

🔮 SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

The platform for customizing AI from enterprise data

A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere) using AWS CDK on AWS

vatiety of NLP projects