Databases

Apache Hudi is an open data lakehouse platform that enables efficient record-level upserts, incremental processing, and ACID transactions on data lakes.

Amazon DynamoDB is a fully managed, serverless NoSQL database with single-digit millisecond performance for high-throughput scraping workloads.

Apache Iceberg is a high-performance open table format enabling multi-engine analytics with schema evolution, time travel, and hidden partitioning.

Delta Lake is an open-source storage framework that brings ACID transactions, schema evolution, and time travel to data lakes at petabyte scale.

LanceDB is a serverless vector database built in Rust that runs embedded or in the cloud with native DataFrame integration for AI workloads.

Apache Cassandra is a distributed NoSQL database that handles massive amounts of scraped data with high availability and linear scalability.

StarRocks is an open-source analytical database that delivers sub-second query latency for complex joins and aggregations at enterprise scale.

KeyDB is a multithreaded Redis-compatible database delivering over 1M ops/sec per node for high-throughput caching and queuing.

Apache Druid is a real-time OLAP database that delivers sub-second queries on streaming and batch data for analytics at scale.

Memcached is a free, high-performance distributed memory caching system that speeds up dynamic applications by caching scraped data in RAM.

Apache Doris is a real-time analytical database with MySQL-compatible syntax for high-concurrency queries over large scraped datasets.

Weaviate is an AI-native vector database with built-in ML models for hybrid search, RAG, and semantic retrieval over scraped content.

QuestDB is an open-source time-series database delivering ultra-low latency ingestion and queries for scraping metrics and monitoring data.

PostgreSQL with JSONB combines relational SQL power with flexible JSON document storage for scraped data that needs both structure and flexibility.

Chroma is an open-source embedding database with a simple API for storing and querying vectors, ideal for AI search over scraped content.

MongoDB is a flexible document database that stores scraped data as JSON-like documents, making it easy to ingest varied web content.

Qdrant is a high-performance vector search engine built in Rust for production-grade semantic search and RAG applications.

DuckDB is an in-process analytical database that lets you query scraped CSV, Parquet, and JSON files with fast SQL, no server required.

Milvus is an open-source vector database that handles billion-scale embeddings with GPU acceleration for AI-powered search and retrieval.

ClickHouse is a fast, open-source columnar database that runs analytical queries on billions of scraped records in milliseconds.

Redis is a blazing-fast in-memory data store used to cache scraped results, manage job queues, and power real-time data pipelines.