{"repo":"activeloopai/deeplake","free":true,"listed":false,"github":"https://github.com/activeloopai/deeplake","clone":"git clone https://github.com/activeloopai/deeplake.git","description":"Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.","language":"C++","stars":9225,"topics":["deep-learning","pytorch","ai","mlops","computer-vision","datalake","llm","large-language-models","vector-database","postgres"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"Deep Lake: Database for AI Docs • Get Started • API Reference • LangChain & VectorDBs Course • Blog • Whitepaper • Slack • Twitter What is Deep Lake? Deep Lake is a Database for AI powered by a storage format optimized for deep-learning applications. Deep Lake can be used for: 1. Storing and searching data plus vectors while building LLM applications 2. Managing datasets while training deep learning models Deep Lake simplifies the deployment of enterprise-grade LLM-based products by offering storage for all data types (embeddings, audio, text, videos, images, dicom, pdfs, annotations, and more), querying and vector search, data streaming while training models at scale, data versioning and lineage, and integrations with popular tools such as LangChain, LlamaIndex, Weights & Biases, and many more. Deep Lake works with data of any size, it is serverless, and it enables you to store all of your data in your own cloud and in one place. Deep Lake is used by Intel, Bayer Radiology, Matterport, ZERO Systems, Red Cross, Yale, & Oxford. Deep Lake includes the following features: Multi-Cloud Support (S3, GCP, Azure) Use one API to upload, download, and stream datasets to/from S3, Azure, GCP, Activeloop cloud, local storage, or in-memory storage. Compatible with any S3-compatible storage such as MinIO. Native Compression with Lazy NumPy-like Indexing Store images, audio, and videos in their native compression. Slice, index, iterate, and interact with yo","default_branch":null,"files":null,"tree":[],"storefront":"/r/activeloopai","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/activeloopai/deeplake/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}