RisingWave Stream Processing

A11yBuild is an accessibility-first component library builder that ensures components are accessible by default. Teams build components with accessibility in mind and A11yBuild audits them automatical…

Airbyte is an open-source data integration platform with 500+ pre-built connectors. Engineers define custom connectors in Python without complex SDK study. Incremental sync reduces bandwidth. Transfor…

Amazon Neptune is a fully managed graph database supporting RDF and property graphs. Parquet export for analytics. SPARQL queries on RDF. Instant replication for read scaling. Backups to S3. Integrate…

Amazon OpenSearch supports approximate nearest neighbor search. Integrates with vector models. Supports k-NN search algorithms. Hosted service on AWS. KNN queries with low latency.

Spotify's Annoy library indexes high-dimensional vectors in memory. Fast search and low memory usage. Python and C++ implementations. Used internally by Spotify. Active maintenance.

Apache Flink processes unbounded streams with microsecond latency and exactly-once semantics. Write in Java, Scala, or SQL. Flink's state backend manages terabyte-scale intermediate state. Event time …

Apache NiFi routes data between systems with visual dataflow composition and no code. Built-in backpressure prevents pipeline bottlenecks. NiFi's guaranteed delivery, flow-level lineage, and 200+ proc…

AssemblyOptimizer suggests design changes to reduce assembly cost and time. Component placement is optimized for pick-and-place machines. Feeder compatibility is checked. Soldering order is optimized.…

AuraLineage is a data governance platform trusted by enterprises to track ownership, quality, and lineage of datasets. Crowdsource metadata: analysts tag columns with business glossary terms. Complian…

AWS API Gateway publishes REST and WebSocket APIs from Lambda, HTTP endpoints, or AWS services. Throttling and API keys meter usage. CloudWatch logs audit all calls. Cache reduces backend load. WAF in…

AWS Glue includes graph processing for ETL. Discover relationships while transforming data. Integrates with S3, RDS, Redshift. Spark-based processing. Graph discovery automatically infers schemas.

AWS NLB handles millions of requests per second with ultra-low latency. Preserves source IP. Connection draining for zero-downtime deploys. Target groups support ALB, EC2, Fargate. CloudWatch metrics.…

Azure API Management publishes APIs with built-in security, analytics, and developer portal. Rate limiting and throttling. Policies (transform, validate) applied to requests. Caching layer improves la…

BehaviorTree AI is a visual NPC behavior authoring system for non-programmers. Game designers create decision trees, animations, and dialogue without code. The system generates C++ code or blueprint g…

Blazegraph is an RDF database supporting SPARQL queries. Named graphs for data organization. Inference over OWL ontologies. Full-text indexing. Open-source origins, now maintained by Blazegraph team.

BOM Generator creates a bill of materials from your schematic automatically. Quantities, part numbers, and suppliers are listed. Total cost is calculated. You order all parts at once. Manufacturing be…

BudgetPlanning helps customers understand repair costs and options. You show them why repairs are necessary. Financing options are presented. Customers make informed decisions. Customer satisfaction i…

BuildingModel creates and maintains 3D building information models for design and construction coordination. The platform supports multi-discipline collaboration on BIM models. Change management track…

Apache Cassandra stores time-series at petabyte scale. Write-heavy workload optimized. Time-bucketing for efficient queries. Replication across regions. Used by Apple and Netflix.

Cayley is an open-source graph database written in Go. Support for RDF quads. Gizmo query language. Multiple backends: memory, LevelDB, SQL. Designed for large semantic datasets. Google-backed origins…

OpenAI's conversational AI for writing, summarization, coding, and research. Excels at long-form content, brainstorming, and detailed explanations. Supports images, files, and web browsing on paid pla…

Chroma is an open-source embedding database built for AI applications. Run locally or distributed. SQLite backend. Hugging Face integration. Simple API. Easy to get started.

ClickHouse is columnar storage for analytic queries. 100B+ row tables analyzed in seconds. Compression 10x. Real-time ingestion. Time-series use case fully supported. Used by Yandex and Cloudflare.

Cloudflare Load Balancer distributes traffic across servers with 200+ data center locations. Health checks auto-remove failed backends. Geo-steering directs users to nearest server. DDoS protection an…

CodeGuard scans source code and artifacts in CI/CD pipelines for hardcoded secrets, vulnerable dependencies, and suspicious patterns. The tool blocks commits that violate policy without requiring deve…

ComplianceReports generate reports required by regulators and insurance. You compile compliance data automatically. Reports are audit-ready. Certifications are tracked. Regulatory requirements are met…

ComponentFinder helps you find electronic components by specification. You search by part number or specifications. Datasheets, pricing, and availability are listed. You compare alternatives and choos…

Compute North manages massive data warehouses for enterprises on Redshift, BigQuery, or Snowflake. Auto-scaling and query optimization cut costs by 50%. Unified schemas across multi-region deployments…

Coralogix is an observability platform combining metrics, logs, and traces with telemetry pipeline to normalize costs. Machine learning flag anomalies. Supports any log format. API-first for custom in…

AI-first code editor built on VS Code with deeply integrated AI for coding, debugging, and refactoring across your entire codebase. Features multi-file diff preview, inline edits via Cmd+K, a full cod…

Cypher is a declarative query language for property graphs. Pattern matching syntax. Create, read, update, delete operations. JOINs via relationships. Standard adopted by TigerGraph and Memgraph.

Databricks unifies data warehousing and ML on a single platform using Delta Lake. Query structured data with SQL, run Spark jobs for ETL, and train models without moving data between systems. Multi-cl…

dbt Cloud is a fully managed dbt platform that schedules daily model runs, oversees lineage, and surfaces data quality issues. Built-in freshness checks alert when upstream tables haven't updated in e…

DGraph is an open-source distributed graph database with GraphQL API. Sharded and replicated for scale. Bulk loader ingests millions of triples. Fine-grained RBAC per predicate. Used by Slack. Growing…

Dremio democratizes data access by running SQL directly on data lakes without expensive copies into a data warehouse. It reflects schema changes instantly and caches hot data in memory for sub-second …

Druid is a real-time OLAP datastore for exploratory analytics. Ingests streaming data. Sub-second queries on billions of rows. Millisecond-latency drill-down. Used by Airbnb and Netflix.

AWS DynamoDB supports vector search natively. Integrates with DynamoDB items. No separate vector database. Managed service. Integrates with AWS ecosystem.

Amazon EKS is a managed Kubernetes service handling control plane, patching, and high availability. Auto-scaling groups adjust worker nodes. Integration with IAM for RBAC. CloudWatch metrics and Conta…

Elasticsearch 8+ supports dense vectors and ANN search. Integrates with existing Elasticsearch clusters. Combine dense and sparse retrieval. Vector store for LLM retrieval. Widely adopted.

EmbedWell Store adds pgvector to open-source Postgres. Serverless PostgreSQL with vector support. Hosted or self-hosted. Edge function integration with LLMs. Fast setup.

Epsilla is a vector data warehouse for AI applications. Native support for both vectors and metadata. SQL interface for easy querying. GPU acceleration options. Emerging player in vector data space.

F5 BIG-IP delivers high-availability API and app traffic management. Application security policies. Load balancing with 20+ algorithms. SSL/TLS inspection. Deployed at scale by carriers and enterprise…

Meta's Faiss library searches billions of vectors. GPU acceleration with CUDA. Index compression reduces memory. Research and production use. Widely used in recommendation systems.

Fatrank is an SEO analysis platform. It offers rank tracking, backlink reports, and AI-generated content recommendations. Site owners track search position over time. Affiliate and niche site builders…

Fivetran automates data movement from 500+ source systems (Salesforce, Marketo, production DBs) into cloud warehouses. Connectors auto-detect schema changes and replay late-arriving data without rebui…

Flourish is a data visualization and storytelling platform. It turns spreadsheets into interactive charts, maps, and animated stories. Newsrooms and brands use it to share data with wide audiences. Th…

Fluentic is an AI analytics assistant for spreadsheets and databases. It answers natural language questions and returns charts or numbers. The tool sits on top of existing data so setup is light. Anal…

GameNGen is a research project from Google that generates playable game environments. A neural network produces frames in real time based on player input. The team trained it to simulate classic title…

GameTune Studio is a real-time performance tuning tool for game developers. Engineers profile frame rates, memory usage, and GPU bottlenecks directly in-game. The software generates specific optimizat…

Genei is an AI summarization and research tool. Students and academics use it to summarize papers and manage notes. Note linking and reference management keep projects organized. The tool targets user…

Genesis is an open-source physics platform for generative robotics and embodied AI. It runs fast simulations used to train agents and robot models. The framework is used by AI researchers and robotici…

Genesis Therapeutics is a drug discovery platform with proprietary GEMS AI models. The models generate novel small-molecule candidates with strong predicted properties. The company pairs generative ch…

Genius Sports is a sports data and technology company that powers betting and broadcast feeds. AI tracking turns live matches into rich data streams for leagues and partners. Augmented graphics appear…

Apache Giraph processes large graphs on Hadoop clusters. Bulk Synchronous Parallel (BSP) model. Gimel connectors to data sources. Iterative graph algorithms. Used by Facebook and Yahoo.

AI pair programmer integrated into VS Code, JetBrains, Neovim, and other editors. Suggests code completions, entire functions, tests, and documentation inline as you type. Understands the full context…

Google Kubernetes Engine is a fully managed Kubernetes platform. Auto-upgrades control planes and workers. Workload Identity simplifies pod-to-GCP auth. Anthos extends GKE to on-premise and multi-clou…

Google Cloud Monitoring collects metrics from GCP services and on-premise VMs. Custom metrics from applications. Time-series visualization. Alert policies auto-scale services. Integrated with Cloud Lo…

Google Knowledge Graph powers search results and Q&A. Structured facts about entities. Reasoning and inference over relationships. Proprietary. Used by Google Search and Google Assistant.

GraphCircuit DB is a leading property graph database. Nodes, relationships, properties form a semantic model. Query language for pattern matching. Stored procedure library adds 450+ built-in functions…

Graphika is a social network mapping company that uses AI to study online communities. It visualizes how groups form and how influence campaigns move information between them. Clients include governme…

Graphy is a chart and insights app that turns numbers into polished visual stories. Product and operations teams use it to share metrics with stakeholders. AI features help auto-generate titles, capti…

Great Expectations is an open Python library for data quality testing and documentation. Write expectations declaratively (expect table to have 1M rows, column X in range 0-100). GX automatically test…

Greenhouse AI adds AI to the Greenhouse applicant tracking system. It drafts job posts, summarizes candidate profiles, and flags interview bias. Hiring teams work with clear, consistent data. Mid-size…

Gridspace is a voice AI platform with a virtual agent called Grace. Grace handles contact center calls with realistic speech. Live call transcription and analytics round out the product. Enterprises u…

Helm.ai is an autonomy software company that trains driving AI with unsupervised learning. It avoids the need for huge human-labeled datasets typical of other AV programs. Its models also generate syn…

Hindenburg is an audio editor built for journalism and podcast production. AI tools auto-level voices, remove background noise, and clean recordings automatically. The timeline is designed around spok…

Hyperscience is an intelligent document processing platform. It uses ML models to classify and extract data from complex forms. Human-in-the-loop review handles edge cases. Banks, insurers, and govern…

IBM watsonx is an enterprise AI and data platform. It includes a foundation model catalog, governance tools, and private fine-tuning. Large companies use watsonx for regulated AI projects. IBM ships w…

Apache Iceberg is an open table format for huge analytic datasets built on cloud object storage. Tables support schema evolution, partition pruning, and time travel to any snapshot. Data engineers ver…

Inciteful is a free literature mapping tool for researchers. It builds citation networks from any seed article. Users explore related papers and find key works fast. The tool is popular with students …

InfluxDB is optimized for metrics and events at high cardinality. Downsampling reduces long-term storage. Continuous aggregates compute sums pre-emptively. InfluxQL and Flux query languages. Cloud and…

Infogram is an infographic and chart builder with AI-assisted templates. It covers business reports, social posts, and presentation visuals. Users can turn a spreadsheet into a branded chart in a few …

Iris.ai is a research workspace for R&D teams. It uses AI to extract, filter, and summarize scientific literature. Researchers organize projects and share findings with colleagues. Large research orga…

JanusGraph is an open-source scalable graph database. Supports billions of vertices and edges. Pluggable storage backends (Cassandra, HBase, Bigtable). Elasticsearch indexing. Full ACID transactions. …

Jina is an open-source framework for building multimodal search systems. Combine text, images, video. Cloud deployment. FastAPI integration. Enterprise support available.

JobCopilot is an AI autopilot that searches, filters, and applies to jobs. It writes personalized cover letters for each role based on the user's profile. Candidates set the criteria and JobCopilot wo…

Keboola is a cloud-native ETL platform for marketing, sales, and finance teams. No coding needed. Connect sources (Salesforce, Shopify, Google Ads), apply transformations (SQL, Python, dbt), load targ…

Kong is an open-source API gateway built on NGINX and Lua. Route requests by hostname, path, header. Rate limiting, OAuth, and JWT plugins. Kong Manager UI administers routes and plugins. Kong for Kub…

LanceDB is a vector database built on Lance format for efficient columnar storage. Local or cloud deployments. Arrow-native. Integrates with pandas and DuckDB. Developer-focused.

The most widely adopted open-source framework for building LLM-powered applications. Provides composable abstractions for chains, agents, memory, tools, and retrieval-augmented generation—along with h…

Visual, low-code builder for creating LLM workflows and AI applications with a drag-and-drop graph interface. Each node represents a component—an LLM call, a retriever, a prompt template, a tool—and y…

A developer platform from LangChain for building, debugging, testing, and monitoring LLM applications in production. LangSmith provides full observability into every LLM call inside an application: in…

LLamaIndex provides abstractions for vector databases. Pluggable backends (Pinecone, Weaviate, Milvus). Automatic chunking and embeddings. RAG patterns. Framework for LLM applications.

Marqo is an open-source tensor search engine. No API calls to embeddings service. Local document indexing. Query-specific fine-tuning. Built for ease of use.

Matillion builds cloud-native data pipelines on Snowflake and BigQuery without Airflow or code. Designers drag components (SQL, REST API, ML transforms) into DAGs. Matillion handles authentication, lo…

Meltano is an open-source ELT framework combining Singer taps (extract), dbt (transform), and orchestration in one CLI. Extensible with custom Python transforms. Meltano state tracking prevents re-run…

Memgraph is an in-memory graph database with millisecond query latency. Full ACID transactions. High availability via replication. Bolt protocol compatible with Neo4j tools. Enterprise version adds mo…

Milvus is an open-source vector database for large-scale similarity search. Billion-vector scale. Multiple index types: IVF, HNSW, DiskANN. Cloud-hosted or self-hosted. Supports multiple languages. CN…

Grafana Mimir is a scalable metrics backend. Compression reduces costs. Long-term retention. Multi-tenant support. Metrics as a Service (MaaS) offering. Built on Cortex.

MongoDB Atlas adds vector search to collections. Stored alongside documents. Hybrid queries combining filters. Cloud-hosted. Integration with Vector Search index.

MongoDB provides SDKs for vector embeddings. Integrates with OpenAI embeddings. Python and JS support. Simplified development. Part of Atlas ecosystem.

MuleSoft provides an iPaaS platform with API management, integration, and automation. GraphQL support alongside REST. Reusable components for common integrations. Anypoint Studio IDE for rapid develop…

Neon provides serverless Postgres with pgvector support. Auto-scaling compute. Point-in-time recovery. Branching for dev/test. Simple pricing. Vector search at scale.

Netdata collects 1000+ metrics per second per node. Single daemon with no dependencies. Distributed parent-child architecture. ML detects anomalies. Visualize and alert in web UI. Open-source and ente…

New Relic's NRQL query language provides powerful analytics across metrics, logs, and traces. Custom dashboards visualize any combination. Automated anomaly detection. Workflow automation routes alert…

NMSLIB provides approximate nearest neighbor search. C++, Python, Java, Ruby bindings. HNSW and other algorithms. High performance tuning options. Research origins.

Oracle Kubernetes Engine is a managed Kubernetes service with pay-per-pod pricing. Auto-patch nodes. Integration with Oracle Cloud observability and networking. IAM and encryption at rest included. Co…

OpenObserve is an open-source log platform optimized for cost. Parquet storage and columnar compression cut costs vs Splunk by 80%. Single API for logs, metrics, and traces. Sub-second query latency. …

Pinecone is a fully managed vector database for semantic search. Serverless scaling handles billions of vectors. Metadata filtering alongside semantic search. Hybrid search combining keyword and vecto…

PipelineFlow automates game asset pipeline workflows and version control. Studios define custom pipelines for importing models, textures, and animations. The system validates assets and prevents corru…

pgvector is an open-source extension for Postgres. Store and search vectors in Postgres. Index types: IVF, HNSW. No separate database needed. Simple to deploy. Community-maintained.

Prefect is a workflow orchestration platform that replaces Airflow with a Pythonic, modular approach. Flows are Python functions with auto-retry, parameterization, and built-in parallelism. Deployment…

Prometheus Remote Write sends time-series to external backends. Write to remote_write for long-term storage. Read from remote_read for queries. Supported by Mimir, Thanos, Cortex. Scale Prometheus hor…

Qdrant is an open-source vector database optimized for semantic search and recommendation systems. HNSW indexing with pruning. Payload storage with filtering. Snapshots and recovery. Rust implementati…

QuestDB is a high-performance time-series database. Native SQL support. Column-oriented storage. Nanosecond precision timestamps. Batch import at billions of rows/sec. Used by InfluxData and Xignite.

RedisGraph adds graph database capabilities to Redis. Fast in-memory processing. Cypher queries. Sub-millisecond results. Ideal for real-time recommendations. Open-source module.

ReviewManager gathers and responds to customer reviews. You request reviews after every job. Positive reviews are amplified online. Negative feedback is responded to professionally. Reputation improve…

Rockset combines real-time search with SQL. Indexes all data automatically. Sub-second queries. Supports JSON, Parquet, CSV. Serverless scaling. Series-B company.

RoyaltySmartContract helps creators deploy customized smart contracts that automatically distribute royalties to multiple team members and charities based on agreed percentages. Creators define percen…

ScyllaDB is a Cassandra-compatible database written in C++. 10x faster than Cassandra. Lower latency. Drop-in replacement. Fully managed cloud option. Used by Datadog and Outbrain.

Segment collects event data from web, mobile, and server sources into a central customer data lake. Track user behavior via simple JavaScript or API calls. One-click syncs to 500+ destinations (Salesf…

Sensu is an event-driven monitoring and alerting platform for hybrid infrastructure. Agents collect metrics and check status. Central Sensu handler routes alerts to Slack, Kafka, or custom webhooks. B…

SignalFX Games provides distributed analytics for live multiplayer servers at scale. Studios monitor player concurrency, server health, network latency, and metrics. Custom dashboards alert operators …

SimulationEngine lets you simulate circuits before building them. You design a circuit and run simulations. Voltage, current, and signal behavior are shown. Problems are discovered without hardware. P…

Splunk Enterprise searches events and logs with SPL language. Indexes everything for fast ad-hoc queries. Time-based analysis. Compliance reports. Market leader for enterprise search. IPO company.

Starburst Enterprise is a commercial distribution of Trino, the open query engine for polyglot data lakes. Query Parquet in S3, Iceberg tables, Postgres, Snowflake, Cassandra from one SQL prompt. C3 o…

Stardog is an enterprise knowledge graph platform. SPARQL and property path queries. Machine learning integration. Enterprise support and uptime SLAs. Used by pharmaceutical and financial firms.

Steadybit automates resilience engineering for cloud applications. Simulate infrastructure failures. Chaos workflows validate recovery procedures. Integration with Datadog alerts. Founded by Zalando e…

Supabase hosts open-source Postgres with pgvector. IVF and HNSW indexing. Realtime subscriptions. Row-level security. Built on pg_trgm for text search.

SyNAPSE is an analytics platform for large graphs. GPU acceleration for graph algorithms. Community detection and influence analysis. Supports billion-node graphs. Used in telecom and social networks.

Tabular is an Apache Iceberg company founded by the original Iceberg committers from Netflix. It provides a fully managed, serverless Iceberg environment with automatic optimization and time-travel re…

Talend is an enterprise cloud integration platform for large organizations integrating 100+ systems. Visual designer builds complex transformations. Auto-mapping and schema inference reduce config tim…

TechnicianTraining delivers certification courses for your team. Modules cover different systems and skills. Quizzes verify understanding. Training records are tracked. Team knowledge stays current wi…

ThermalAnalyzer helps you understand heat dissipation on your boards. You simulate temperature distribution. Hot spots are identified. Component placement optimization prevents overheating. Component …

TigerGraph is an in-memory graph database optimized for speed. GSQL query language. Real-time pattern detection. ML algorithms built-in (PageRank, triangle counting). Parallel execution. Used by Uber …

TimescaleDB extends PostgreSQL for time-series. Automatic hypertable partitioning improves query speed. Continuous aggregates materialize summaries. Compression reduces storage 95%. Same SQL as Postgr…

Transaction Processing Council publishes industry-standard benchmarks for database systems. TPC-C measures transactional throughput in online processing workloads. TPC-H tests analytical query perform…

TraceRouter uses AI to route PCB traces automatically. You place components and the router connects them efficiently. Design rules are respected. Complex boards route correctly on first try. PCB desig…

Trino is the open federation engine letting analysts query Postgres, S3, Cassandra, MongoDB from one SQL dialect. Cost-based optimizer chooses pushdown strategy. Hive connector reads Parquet, ORC, and…

Upsolver lets analysts write SQL against streaming data and data lakes as if they were static tables. No Scala or Kafka expertise required. Upsolver infers schemas from JSON payloads and materializes …

Vald is an open-source distributed vector database. High-dimensional approximate nearest neighbor search. Horizontally scalable. Python and Go clients. Japanese origin, growing adoption.

An enterprise RAG platform providing a fully managed, API-first service for building semantic search and AI-powered question answering systems over private data. Vectara handles the complete RAG pipel…

Meta's Velox is an open-source vectorized query execution engine powering Presto and Spark. SIMD operations and columnar processing cut memory and CPU use. Native support for complex types (maps, arra…

Google Cloud platform for building enterprise AI agents and search experiences grounded in your own data with managed RAG pipelines.

Vespa is an open-source platform for vector search at scale. Combines vectors with structured data and text. Approximate nearest neighbor with re-ranking. Real-time indexing. Used by Yahoo and Spotify…

VictoriaMetrics is designed for high-cardinality metrics at petabyte scale. Compression reduces storage 10x. VMselect query nodes auto-balance load. Retention policies per metric. Used by Shopify and …

VulnHunter scans your deployed applications and infrastructure for known and unknown vulnerabilities in real time. The scanner integrates with CI/CD pipelines to block deployments that exceed risk thr…

Weaviate is an open-source vector database with HNSW indexing. GraphQL API for queries. Multi-model: combine vectors and structured data. Semantic search and RAG out of box. Cloud-hosted option. Growi…

Zilliz Cloud is a managed Milvus service. Auto-scaling and multi-region replication. No infrastructure management. Pay-per-use pricing. Founded by Milvus creators.