Stars
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
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"DeepDPM: Deep Clustering With An Unknown Number of Clusters" [Ronen, Finder, and Freifeld, CVPR 2022]
Dying Clusters Is All You Need. Performing Deep Clustering With an Unknown Number of Clusters
The next-generation file converter. Open source, fully local* and free forever.
Code to train and evaluate Neural Attention Memory Models to obtain universally-applicable memory systems for transformers.
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
The Self-hosted AI Starter Kit is an open-source template that quickly sets up a local AI environment. Curated by n8n, it provides essential tools for creating secure, self-hosted AI workflows.
Gollama: Your offline conversational AI companion. An interactive tool for generating creative responses from various models, right in your terminal. Ideal for brainstorming, creative writing, or s…
A Python library for advanced clustering algorithms
A collection of essays and code on algebraic methods to evaluate noisy judges on unlabeled test data.
An open-source RAG-based tool for chatting with your documents.
Examples of chatbot implementations with Langchain and Streamlit
TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.
borb is a library for reading, creating and manipulating PDF files in python.
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. 🤖💤
Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthr…
GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.
Universal LLM Deployment Engine with ML Compilation
A tiny library for coding with large language models.
A python library for user-friendly forecasting and anomaly detection on time series.
A Python Package For System Identification Using NARMAX Models