Top AI tools for System Architect

Memoripy is an open-source AI memory layer that enhances AI agents with human-like memory capabilities, enabling context-aware and adaptive interactions in AI systems.

• Other

Akita.ai is a developer-focused AI tool that provides context-aware code assistance, documentation generation, and intelligent code analysis capabilities.

• Contact for Pricing

ConvoStack is an open-source framework that enables developers to easily embed customizable AI chatbots into websites using LangChain, Express.js, and React.

• Free

Laminar is an open-source platform that enables developers to trace, evaluate, label, and analyze Large Language Model (LLM) applications with minimal code integration.

• Freemium
• From 25$

Potpie is a development platform that creates context-aware AI agents specialized in debugging, testing, system design, and code review by leveraging your codebase's knowledge graph.

• Freemium
• From 20$

Gleek is a text-to-diagram tool that transforms textual descriptions into professional diagrams, including flowcharts, ERD, UML, Gantt charts, and user journey diagrams, all through keyboard-only input.

• Freemium
• From 7$

Ragie is a fully managed RAG-as-a-Service platform that helps developers build AI applications with seamless data integration, automatic syncing, and advanced retrieval features.

• Freemium
• From 100$

OpenServ is a comprehensive platform that enables users to find, curate, and employ AI agents in customizable workforces to enhance productivity and automate complex tasks.

• Contact for Pricing

JSON Data AI is a tool that converts natural language prompts into API endpoints, allowing users to generate and fetch structured JSON data about any topic.

• Freemium

Orkes is a workflow orchestration platform built on Netflix Conductor, designed to modernize applications and accelerate development by simplifying the creation and management of distributed workflows.

• Freemium
• From 825$

Code Converter AI is an advanced tool that automatically converts code between multiple programming languages while maintaining functionality and improving code quality.

• Free

TrainKore is an AI prompt management and optimization platform that offers automatic prompt generation, model switching, and evaluation capabilities across multiple LLM providers, helping businesses reduce costs by up to 85%.

• Paid
• From 7$

Fleak is a low-code, serverless platform that enables data teams to build and deploy scalable APIs for AI workflows, offering seamless integration with existing AI and data stacks without infrastructure management.

• Freemium
• From 29$

Scoopika is an open-source toolkit for developers to build fast, reliable multimodal LLM-powered web applications with built-in features like error recovery, response streaming, and multimodal input handling.

• Freemium
• From 25$

Hatchet is a distributed, fault-tolerant task queue that replaces traditional message brokers and pub/sub systems, designed to solve concurrency, fairness, and durability challenges in web applications.

• Freemium
• From 150$

DenserRetriever is an enterprise-grade AI retriever designed for streamlined AI integration into applications, ensuring cutting-edge accuracy and rapid prototyping.

• Freemium

Bytewax is a complete data processing solution offering a Python-native, stateful stream processor for building and deploying real-time data pipelines.

• Free

Instill Core is a source-available full-stack AI solution that streamlines data operations and transforms unstructured data into AI-ready formats, enabling efficient RAG (Retrieval-Augmented Generation) implementations with just one line of code.

• Freemium
• From 30$

Altair provides enterprise-class software solutions for data analytics, AI, HPC, cloud computing, and simulation-driven design, empowering businesses across various industries.

• Contact for Pricing

Julep is a platform that enables developers to create and manage AI agents with complex workflows, long-term memory, and multi-step process management through a comprehensive API infrastructure.

• Contact for Pricing

Marqo is an end-to-end embedding platform that enables training, deployment, and management of 150+ embedding models for semantic search, with multimodal and multilingual capabilities.

• Usage Based

Searchbase is a search API that enhances Firestore applications with advanced search capabilities, including simple and complex queries, geosearch, and semantic search.

• Free

Nyckel is a platform that enables rapid development and deployment of custom machine learning models with high accuracy and security, requiring no advanced ML expertise.

• Contact for Pricing

NootCode is an online platform for software engineers to practice non-algorithmic skills like Computer Science Fundamentals, System Design, and Scenario Analysis through hands-on exercises, evaluated by AI. Master essential engineering competencies beyond coding quizzes.

• Freemium

QueryLab provides instant database sandboxes powered by AI, offering natural language query generation, data visualization, and external data integration capabilities across multiple database platforms.

• Contact for Pricing

Agno is an open-source platform for building, deploying, and monitoring AI agents. It allows developers to create high-performance agents with memory, knowledge, and tool integration capabilities.

• Free

BentoML is a unified inference platform for building scalable AI systems. Deploy any AI/ML model in your cloud with speed and flexibility.

• Usage Based

CopilotKit is an open-source development platform that enables seamless integration of AI copilots into applications, offering features like headless UI, generative UI, and intelligent suggestions.

• Freemium

Toolhouse is a complete cloud infrastructure platform that enables developers to equip LLMs with actions and knowledge using just 3 lines of code, offering a Tool Store for instant integration of AI capabilities.

• Freemium

Aerospike is a distributed NoSQL database designed for real-time applications, offering millisecond latency, massive scalability, and multi-model capabilities including vector search.

• Contact for Pricing

Provengo is a tool for specifying, validating, and verifying complex systems, streamlining workflows and ensuring alignment across teams using visual mapping and AI augmentation.

• Contact for Pricing

TextToFlowchart is an AI-powered platform that automatically converts text descriptions into professional flowcharts. It offers real-time preview, multiple export formats, and supports various use cases from business process mapping to software development.

• Free

turbopuffer offers a serverless vector and full-text search solution built on object storage, delivering high speed, scalability, and cost-effectiveness.

• Contact for Pricing

An intelligent assistant that automates text analysis, mockup form generation, SQL scripting, and UML diagramming for business analysts and UI/UX designers, streamlining their daily workflow.

• Contact for Pricing

Hailo offers breakthrough AI processors designed for high-performance deep learning applications on edge devices, enabling generative AI, perception, and video enhancement.

• Contact for Pricing

Treppan Technologies is a comprehensive AI solutions provider offering expert AI development, consultation, and implementation services with specializations in machine learning, data science, and computer vision.

• Contact for Pricing

Flowable is an intelligent business automation platform designed for enterprises and workflow-intensive organizations. It offers agentic case management, process orchestration, and AI-powered automation to optimize business processes.

• Contact for Pricing

Unblocked aggregates all the context about your codebase, providing your team with expert-level answers and saving valuable development time.

• Paid
• From 29$

Phala Network is a decentralized, trustless cloud computing platform leveraging TEE (Trusted Execution Environment) hardware for secure and private computation.

• Other

Swapcode AI is a development suite that helps developers write, convert, and debug code with support for over 100 programming languages. It significantly boosts productivity through AI-powered assistance.

• Freemium
• From 5$

Supabase is an open source Firebase alternative offering a complete backend platform with Postgres database, authentication, real-time subscriptions, and vector embeddings.

• Freemium
• From 25$

Unbody is an AI-native stack with headless architecture that provides comprehensive tools for building AI-powered websites and apps, including databases, APIs, ETL, RAG, chatbots, CDNs, and media processing capabilities.

• Freemium
• From 2000$

Pinecone is a leading vector database designed for creating and scaling high-performance, accurate AI applications. It offers a fully managed, scalable infrastructure for managing vector embeddings.

• Freemium
• From 25$

Hyperspace is an elastic compatible cloud-native search database that combines vector and lexical search capabilities, delivering 10x faster performance through custom computing power.

• Freemium

Qualcomm AI Hub is a comprehensive platform for deploying and optimizing AI models on Qualcomm devices, offering seamless integration with various runtimes and support for multiple industries including mobile, compute, automotive, and IoT.

• Contact for Pricing

CircleCI is a CI/CD platform that enables engineering teams to build, test, and deploy code with speed and confidence. It offers automated testing, end-to-end visibility, and automated triggers for various application environments.

• Usage Based
• From 15$

0G is a groundbreaking AI Layer 1 ecosystem that provides a decentralized AI operating system designed for infinite scalability and performance. It enables AI and web3 applications with a comprehensive ecosystem of decentralized AI applications.

• Contact for Pricing

Prediction Guard is a secure GenAI platform offering self-hosted solutions, data safeguards, and AI malfunction prevention while supporting affordable hardware deployment options.

• Contact for Pricing

Airbyte is an open-source data integration platform that helps organizations consolidate and move data across multi-cloud environments, supporting 550+ data sources and destinations with AI-ready capabilities.

• Freemium
• From 10$

LakeSail's Sail is an open-source computation framework that unifies batch processing, stream processing, and compute-intensive AI workloads, offering 4x processing speed and 94% lower hardware costs compared to Apache Spark.

• Freemium