Packages

Open-source feature store for machine learning — manages the end-to-end lifecycle of ML features from definition to serving. Feast separates offline feature computation (batch training) from online feature serving (low-latency inference), synchronizing features between batch stores (BigQuery, Snowflake, Spark) and online stores (Redis, DynamoDB). Point-in-time correct training dataset generation prevents data leakage.

Google Cloud Speech-to-Text converts audio to text using deep learning models, supporting real-time streaming, batch transcription, and speaker diarization across 125+ languages.

Python library for building machine learning and LLM web demos and apps with a REST API built in. Define interfaces with typed input/output components (text, image, audio, file, chatbot) and Gradio generates a shareable web UI and REST API automatically. Tightly integrated with Hugging Face Spaces for one-click deployment. The standard way to demo ML models and LLM agents.

Meteomatics professional weather data REST API for energy companies, airlines, logistics, agriculture, and financial institutions to access high-resolution numerical weather prediction (NWP) data, climate data, and historical weather through a URL-based query interface supporting global grid and point data in multiple formats (JSON, CSV, NetCDF, PNG), covering 1,000+ weather parameters with ensemble forecasts, reanalysis data, and proprietary Meteomatics Mix model output. Enables AI agents to manage weather forecast retrieval for precision weather data automation, handle historical reanalysis for climate and backtest automation, access ensemble forecast for probabilistic weather automation, retrieve aviation METAR/TAF equivalent for flight operation weather automation, manage energy production forecast for renewable energy optimization automation, handle agricultural weather for crop and irrigation automation, access marine weather for maritime route optimization automation, retrieve climate model data for long-range planning automation, manage weather grid data for GIS and mapping automation, and integrate Meteomatics with energy trading, logistics, aviation, and agricultural intelligence platforms for end-to-end professional weather data automation.

Asynchronous event-driven network framework for Java. Netty provides a non-blocking I/O model (NIO) with a pipeline architecture for building high-performance servers and clients: TCP, UDP, HTTP, WebSocket, and custom protocols. The foundational networking layer under Akka, gRPC Java, Elasticsearch, Cassandra, and many major Java services. Direct use requires understanding Netty's pipeline/handler model.

Cloud-native search and analytics engine for logs and traces, optimized for S3 storage. Quickwit stores index data in S3/object storage (not local disk) — like WarpStream for Kafka, but for search. Sub-second queries on petabytes of log data without the operational overhead of Elasticsearch. Supports Elasticsearch-compatible API for easy migration. OTEL (OpenTelemetry) native ingest for logs and traces. Ideal replacement for Elasticsearch in log analytics use cases.

Infrastructure access platform providing zero-trust privileged access management (PAM) for SSH, Kubernetes, databases, Windows desktops, and web applications. Teleport replaces VPN + bastion hosts with certificate-based, identity-verified access that is fully audited. REST API and tctl CLI enable programmatic access management — creating users, tokens, roles, and audit log queries. Widely used for agent access to infrastructure without long-lived credentials.

Weights & Biases (wandb) is an MLOps platform with REST and GraphQL APIs plus a Python SDK for tracking ML experiments, logging metrics and artifacts, managing model registries, and running hyperparameter sweeps — enabling agents to retrieve training history, compare runs, and manage model lifecycle.

Free open-access API for querying and retrieving academic preprints across physics, math, CS, and other sciences — no auth required for reading.

PostgreSQL extension that adds a vector data type and approximate nearest neighbor index methods (ivfflat and hnsw) for vector similarity search directly inside PostgreSQL.

AWS CloudFront is a global CDN service that caches and delivers content from 450+ edge locations — manage distributions, invalidate cache, configure behaviors, and deploy edge functions via the CloudFront API.

Suite of simple REST APIs covering email validation, phone validation, IP geolocation, VAT validation, and other utility data lookups, designed for developer convenience with consistent interfaces.

Crowdsourced IP address reputation database for checking and reporting abusive IPs. Aggregates abuse reports from thousands of contributors for spam, DDoS, brute force, and malicious activity.

Azure AI Search (formerly Cognitive Search) provides a fully managed search service with hybrid search (keyword + vector), semantic ranking, AI-powered indexing with built-in skillsets, and RAG (retrieval-augmented generation) pipeline support.

Bentley Systems iTwin Platform REST API for digital twin, BIM, and infrastructure engineering automation. Enables AI agents to manage infrastructure digital twin data and model management for engineering asset lifecycle, handle BIM (Building Information Modeling) model access and versioning for construction and operations, access geospatial and 3D model data for infrastructure visualization and analysis, retrieve project delivery and engineering change management data for capital project management, manage reality capture and scan-to-BIM workflow for infrastructure documentation, handle asset performance monitoring and IoT sensor integration for operational digital twins, access civil engineering and structural analysis data for engineering automation, retrieve regulatory compliance and permit documentation for infrastructure projects, manage multi-discipline coordination and clash detection for engineering review workflow, and integrate Bentley iTwin data with GIS, ERP, and operations management platforms.

Unified uptime monitoring, log management, and incident alerting platform with public status pages and on-call scheduling, accessible via REST API.

Bitwarden Secrets Manager provides a machine-secrets vault (distinct from the password manager) with Service Account tokens, Projects/Secrets organization, REST API, and SDKs for Python/JS/Go to inject secrets into CI/CD pipelines and automated workflows.

Runs inference on a curated catalog of open-source LLMs, embedding models, image generation models, and speech models directly at the Cloudflare edge from within Workers.

Dailymotion REST API for video hosting, publishing, management, and monetization. Enables AI agents to manage video upload and publishing workflow for content distribution automation, handle video metadata and SEO optimization for content discoverability, access video analytics and audience measurement for content performance tracking, retrieve monetization and ad insertion management for video revenue automation, manage player embedding and customization for website video integration, handle content moderation and compliance for brand safety automation, access live streaming management for broadcast event automation, retrieve video transcription and subtitle management for accessibility compliance, manage channel and playlist organization for content library automation, and integrate Dailymotion with CMS, social media, and advertising platforms.

Gladia provides real-time and asynchronous speech-to-text transcription with word-level timestamps, speaker diarization, translation, and audio intelligence features. Built on Whisper with custom optimizations for speed and accuracy. Offers both a batch API and a WebSocket-based live transcription API.