Vertex AI Agent Builder

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…

AffiliateRecruiter automates outreach to potential affiliates in a niche. Merchants input product category and audience target. The system identifies relevant bloggers, YouTubers, and podcasters and s…

AirQualityMonitor tracks air quality and triggers ventilation as needed. You see pollution levels in each room. Fans turn on automatically when air quality drops. Health improves with better air quali…

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.

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.…

Microsoft open-source framework for building multi-agent AI systems where agents collaborate, write code, and complete complex tasks.

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…

BotDetect uses machine learning to distinguish between human users and automated accounts during login. The system adapts detection rules based on your user population and attack patterns. CAPTCHA fal…

Open-source conversational AI platform for building, deploying, and managing chatbots with built-in NLU and multi-channel support.

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…

CapitalGainsTracker monitors realized and unrealized gains and losses across all stock holdings to optimize tax-loss harvesting and plan for tax obligations. Users input purchase prices and the app tr…

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.

Platform for building custom ChatGPT-powered chatbots trained on your own data and embedded into your website in minutes.

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.

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…

CommissioningMgmt manages building systems commissioning to ensure proper operation. The platform coordinates testing procedures. Results tracking documents system performance. Integration with operat…

Microsoft's low-code platform for building, deploying, and managing custom AI agents powered by the Microsoft AI stack. Copilot Studio lets non-developers design agents with a visual interface. connec…

Open-source multi-agent AI framework for building teams of AI agents that collaborate on complex, multi-step tasks. Each agent can have a distinct role, goal, and toolset; CrewAI orchestrates how they…

CrossChainBridge compares bridge protocols (Stargate, Axelar, LayerZero) to find optimal routes for moving assets between blockchains with lowest fees and execution time. Users input source token, amo…

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.

EndpointShield combines endpoint detection, response, and forensics into one integrated platform. The agent captures process relationships, file modifications, and privilege escalation attempts at ker…

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.

FlashLoanSimulator lets retail users safely test flash loan arbitrage strategies without deploying capital or risking failed transactions. The app simulates flash loan execution using live blockchain …

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…

An open-source Python library from Hugging Face for building and sharing interactive ML model demos and applications in minutes. Gradio wraps any Python function, typically an AI model inference funct…

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…

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

An enterprise conversational AI platform for building AI-powered virtual assistants and contact center agents at scale. Kore.ai's XO Platform provides a no-code and low-code environment for designing …

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.

No-code chatbot builder for websites and WhatsApp with drag-and-drop conversation flows, lead capture, and CRM integrations.

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…

Framework for building stateful, multi-actor AI agent workflows with LangChain. Supports loops, branching, and long-running agent tasks.

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…

LightingDesigner helps you set up smart lighting that matches your needs. You adjust color temperature throughout the day. Brightness adjusts to your presence. Scenes create the right ambiance for act…

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

LockManager controls smart locks and shows who accessed your home. You grant temporary access to guests remotely. Access logs show entry history. Forgotten keys are no longer a problem. Home security …

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.

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.

No-code AI app builder for creating custom AI workflows, chatbots, and assistants powered by any LLM without writing code.

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

MotionActivation triggers lights and devices when motion is detected. You never stumble in the dark. Motion-activated scenes make homes feel intelligent. Sensor placement recommendations optimize cove…

Open-source workflow automation platform connecting 400+ apps and services with a visual node-based editor. Self-host for complete data privacy or use the cloud version. Supports custom code nodes, br…

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…

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…

PhotoModeration screens user-submitted photos and videos before they appear on product pages. AI flags inappropriate, low-quality, or off-brand images. Human review queues let teams approve content be…

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…

PresenceDetection uses your phone to know when you are home or away. You automate actions based on presence. Lights, doors, and thermostats respond automatically. You never come home to a dark house. …

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…

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

RegistryGuard monitors Windows Registry modifications to detect malware persistence mechanisms and system configuration changes. The tool flags suspicious registry keys commonly used by ransomware and…

No-code AI agent and tool-building platform for automating business processes and customer-facing workflows without engineering resources. Drag-and-drop builder for creating custom AI agents, connecti…

API platform for building human-like AI phone agents that handle inbound and outbound calls with low latency voice synthesis.

RisingWave is a cloud-native stream processing SQL database. Continuous aggregations and joins. Auto-saves state. PostgreSQL wire protocol compatible. Time-series optimized. Series-A funded.

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…

SeasonalEventManager helps creators plan and execute limited-time NFT drops tied to real-world events, holidays, or milestones. Creators define event dates, drop rules, and marketing timelines. The pl…

SecurityMonitor watches your cameras and sensors for unusual activity. You get alerts when something happens. Video clips are recorded and stored. You review footage remotely. Peace of mind comes from…

Microsoft's open-source AI orchestration SDK for building AI agents and copilot experiences in C#, Python, and Java. Semantic Kernel provides abstractions for connecting LLMs from OpenAI and Azure Ope…

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…

SpeakerController manages multi-room audio throughout your home. You play different music in different rooms. Audio syncs perfectly for parties. Volume is controlled remotely. Entire home entertainmen…

No-code platform for building and deploying enterprise AI workflows and LLM-powered automations with drag-and-drop pipelines.

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.

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

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…

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.

Developer platform for building, testing, and deploying AI voice agents with low latency and support for any LLM and voice provider.

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…

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…

VoiceAssistantSetup helps you configure voice control for your home. You set up voice commands and routines. Multiple voice assistants are coordinated. Custom commands automate common tasks. Voice con…

Visual platform for designing, prototyping, and deploying AI voice and chat agents across any channel without heavy engineering.

WaterMonitor tracks water usage and detects leaks. You see consumption by fixture. Unusual patterns trigger alerts. Early leak detection prevents water damage. Water bills drop by finding leaks quickl…

WeatherIntegration automates actions based on weather forecasts. You close blinds if it gets hot. Sprinklers skip watering if rain is coming. Actions adjust to conditions. Weather-aware automation sav…

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…