Scalable, fast, and disk-friendly vector search in Postgres, the successor of pgvecto.rs.
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VectorDB is a Python vector database designed to be simple and sufficient. It can be used locally or as a service, with server and client components. The project emphasizes ease of use for vector database needs.
Gemini Enterprise Agent Platform, formerly known as Vertex AI, is a comprehensive platform for developers to build, scale, govern, and optimize agents. It provides tools and services for agent lifecycle management.
Vespa is an AI search platform. Its repository contains the code required to build and run Vespa. The project covers searching, making inferences in and organizing vectors, tensors, text and structured data at serving time and any scale. It is licensed under Apache 2.0.
Machine Learning Operations - An awesome list of references for MLOps.
Documentation for Weights & Biases (Prompts), covering setup, features, and practical usage.
Adaptive Reliability Layer is a Python project that sits between an inference pipeline and a monitoring layer. It detects distribution shift, decides whether adaptation is warranted, and learns from delayed revealed labels. It does not replace the model.
AIWatch is a real-time status monitoring site for 47 AI services, including Claude, ChatGPT, Gemini, Cursor and Codex. It lets users check whether AI services are down and track uptime and incidents, showing service status at a glance and flagging outages for immediate confirmation.
Block Analitica provides risk advisory services for DeFi lending protocols, including custom dashboards and analytics, risk monitoring and advisory, and modeling and simulations. It states it has supported the Sky ecosystem since 2019, building risk tools and dashboards.
The Chesapeake Bay Data Hub provides access to monitoring and modeling data related to the Chesapeake Bay, past and present. Bay Program databases can be queried using user-defined inputs such as geographic region and date range, and each query returns a downloadable tab- or comma-delimited text file for import into programs such as SAS, Excel and Access.
The Coastal Data Information Program (CDIP) measures, analyzes, archives and disseminates coastal environment data. It specializes in wave measurement, swell modeling and forecasting, and analysis of coastal environment data. CDIP is an extensive network for monitoring waves and beaches along United States coastlines, operated by the Ocean Engineering Research Group at Scripps Institution of Oceanography. It has produced a publicly-accessible environmental data database since 1975.
CVAT is a data annotation platform for turning images, videos, audio and 3D data into datasets for AI models. It supports importing data from local files and cloud storage, managing projects, tasks and jobs, labeling with manual and automated tools, validating annotations, monitoring progress and exporting datasets in formats including COCO, YOLO, KITTI, Cityscapes and Pascal VOC. CVAT began as an internal tool at Intel in 2017 and was released as open source on GitHub in 2018.
Dataiku is described as a platform for AI success that unites people, orchestration, and governance. It brings analytics, models, and AI agents together in a single governed system, with centralized routing, quotas, monitoring, and safety controls for managing LLM providers.
EarthEnv is a collaborative project of biodiversity scientists and remote sensing experts that develops near-global standardized 1km resolution layers for monitoring and modeling biodiversity, ecosystems, and climate. It presents datasets including mountain delineations, tropical cloud forests, precipitation, topography, habitat heterogeneity, land cover, cloud cover climatology, a digital elevation model and freshwater environmental variables.
FailSafe builds autonomous penetration testing and continuous offensive security systems for applications, APIs, cloud infrastructure, and AI. Its SWARM platform deploys threat-model-driven AI agents that discover, chain, and exploit vulnerabilities, with findings mapped to MITRE ATT&CK, OWASP, and NIST CSF.
Fiddler is an AI control plane platform for enterprise AI agent deployments. It offers evaluation, monitoring, policy enforcement, governance, and cost efficiency functionality for enterprise AI systems. The platform supports use cases across government, financial services, healthcare, and insurance sectors.
Polyaxon is a platform for building, training, and monitoring large-scale deep learning applications. It deploys into any data center or cloud provider and supports major deep learning frameworks such as Tensorflow, MXNet, Caffe, and Torch. It manages workloads with container and node management and offers hyperparameter tuning through experiment groups defining a search algorithm and search space.
PressPulse AI is an AI agent built for HARO monitoring. It sends relevant media opportunities from across the internet and supports reviewing and responding to them. The tool matches requests to a professional background and offers AI pitch drafting, domain authority data, first-mover notifications, favorites and blocklists, and integration with platforms including Twitter, LinkedIn and Substack.
System Designer is a learning site offering interactive lessons and case studies on system design. Its Machine Learning Systems section covers building production ML systems, from data pipelines to deployment, with topics such as distributed training, model serving, MLOps monitoring and A/B testing. Lessons are organized into units with stated difficulties and durations.
Three Sigma provides blockchain security and DeFi audits, along with economic modeling and risk services. Its audit offerings cover smart contracts, dApps, bridges and protocols, and it also offers tokenomics audits and mechanism design reviews.