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<h1 align="center"> 🔮 AI Enablement Stack 🔮 <p align="center"> <a href="https://go.daytona.io/slack" target="_blank"> <img src="https://img.shields.io/static/v1?label=Join&message=%20Slack!&color=mediumslateblue"> </a> <a href="https://x.com/daytonaio" target="_blank"> <img src="https://img.shields.io/twitter/follow/daytonaio.svg?logo=x"> </a> </p> </h1> <h3 align="center"> The comprehensive guide to tools and technologies powering modern AI development </h3> <h5 align="center">👉 <a href="CONTRIBUTING.md">Add Your Tool</a></h5> <img src="./ai-enablement-stack.png" width="100%" alt="AI Enablement Stack" /> <h2>What is the AI Enablement Stack?</h2> <p>The AI Enablement Stack is a curated collection of venture-backed companies, tools and technologies that enable developers to build, deploy, and manage AI applications. It provides a structured view of the AI development ecosystem across five key layers:</p>

AGENT CONSUMER LAYER: Where AI meets end-users through autonomous agents, assistive tools, and specialized solutions. This layer showcases ready-to-use AI applications and agentic tools.

OBSERVABILITY AND GOVERNANCE LAYER: Tools for monitoring, securing, and managing AI systems in production. Essential for maintaining reliable and compliant AI operations.

ENGINEERING LAYER: Development resources for building production-ready AI applications, including training tools, testing frameworks, and quality assurance solutions.

INTELLIGENCE LAYER: The cognitive foundation featuring frameworks, knowledge engines, and specialized models that power AI capabilities.

INFRASTRUCTURE LAYER: The computing backbone that enables AI development and deployment, from development environments to model serving platforms.

Why Use This Stack?

Each tool in this stack is carefully selected based on:

How to Contribute

To contribute to this list:

  1. Read the <a href="CONTRIBUTING.md">CONTRIBUTING.md</a>
  2. Fork the repository
  3. Add logo under the ./public/images/ folder
  4. Add your tool in the appropriate category in the file ai-enablement-stack.json
  5. Submit a PR with a compelling rationale for its acceptance

AGENT CONSUMER LAYER

Autonomous Agents

Self-operating AI systems that can complete complex tasks independently

Devin

<details> <img src="./public/images/cognition.png" width="200" alt="Devin">
Category

AGENT CONSUMER LAYER - Autonomous Agents

Description

Cognition develops Devin, the world's first AI software engineer, designed to work as a collaborative teammate that helps engineering teams scale their capabilities through parallel task execution and comprehensive development support.

Links
</details>

OpenHands

<details> <img src="./public/images/openhands.png" width="200" alt="OpenHands">
Category

AGENT CONSUMER LAYER - Autonomous Agents

Description
Links
</details>

Lovable

<details> <img src="./public/images/loveable.svg" width="200" alt="Lovable">
Category

AGENT CONSUMER LAYER - Autonomous Agents

Description
Links
</details>

Bolt.new

<details>
Category

AGENT CONSUMER LAYER - Autonomous Agents

Description

Bolt.new is a web-based development platform that enables in-browser application development with AI assistance (Claude 3.5 Sonnet), featuring real-time execution, one-click Netlify deployment, and no-setup required development environment, particularly suited for rapid prototyping and non-technical founders.

Links
</details>

Vercel v0

<details> <img src="./public/images/v0.png" width="200" alt="Vercel v0">
Category

AGENT CONSUMER LAYER - Autonomous Agents

Description

Vercel v0 is an AI-powered UI generation platform that enables developers to create React components through natural language prompts, featuring integration with Tailwind CSS and Shadcn/UI, rapid prototyping capabilities, and production-ready code generation with customization options.

Links
</details>

AutoGen

<details> <img src="./public/images/autogen.svg" width="200" alt="AutoGen">
Category

AGENT CONSUMER LAYER - Autonomous Agents

Description
Links
</details>

AgentGPT

<details> <img src="./public/images/agentGPT.png" width="200" alt="AgentGPT">
Category

AGENT CONSUMER LAYER - Autonomous Agents

Description
Links
</details>

Superagent

<details> <img src="./public/images/superagent.png" width="200" alt="Superagent">
Category

AGENT CONSUMER LAYER - Autonomous Agents

Description
Links
</details>

Morph

<details> <img src="./public/images/morph.svg" width="200" alt="Morph">
Category

AGENT CONSUMER LAYER - Autonomous Agents

Description

Morph AI delivers an enterprise-grade developer assistant that automates engineering tasks across multiple languages and frameworks, enabling developers to focus on high-impact work while ensuring code quality through automated testing and compliance.

Links
</details>

Assistive Agents

AI tools that enhance human capabilities and workflow efficiency

Copilot

<details> <img src="./public/images/githubcopilot.png" width="200" alt="Copilot">
Category

AGENT CONSUMER LAYER - Assistive Agents

Description
Links
</details>

Continue.dev

<details> <img src="./public/images/continue-dev.svg" width="200" alt="Continue.dev">
Category

AGENT CONSUMER LAYER - Assistive Agents

Description
Links
</details>

Cody

<details> <img src="./public/images/sourcegraph.svg" width="200" alt="Cody">
Category

AGENT CONSUMER LAYER - Assistive Agents

Description

Sourcegraph's Cody is an AI coding assistant that combines the latest LLM models (including Claude 3 and GPT-4) with comprehensive codebase context to help developers write, understand, and fix code across multiple IDEs, while offering enterprise-grade security and flexible deployment options.

Links
</details>

Cursor

<details> <img src="./public/images/cursor-ai.png" width="200" alt="Cursor">
Category

AGENT CONSUMER LAYER - Assistive Agents

Description
Links
</details>

Tabnine

<details> <img src="./public/images/tabnine.png" width="200" alt="Tabnine">
Category

AGENT CONSUMER LAYER - Assistive Agents

Description

Tabnine provides a privacy-focused AI code assistant that offers personalized code generation, testing, and review capabilities, featuring bespoke models trained on team codebases, zero data retention, and enterprise-grade security with support for on-premises deployment.

Links
</details>

Supermaven

<details> <img src="./public/images/supermaven.svg" width="200" alt="Supermaven">
Category

AGENT CONSUMER LAYER - Assistive Agents

Description

Supermaven provides ultra-fast code completion and assistance with a 1M token context window, supporting multiple IDEs (VS Code, JetBrains, Neovim) and LLMs (GPT-4, Claude 3.5), featuring real-time chat interface, codebase scanning, and 3x faster response times compared to competitors.

Links
</details>

Windsurf

<details> <img src="./public/images/windsurf.svg" width="200" alt="Windsurf">
Category

AGENT CONSUMER LAYER - Assistive Agents

Description

Windsurf provides an agentic IDE that combines copilot and agent capabilities through 'Flows', featuring Cascade for deep contextual awareness, multi-file editing, command suggestions, and LLM-based search tools, all integrated into a VS Code-based editor for seamless AI-human collaboration.

Links
</details>

Goose

<details> <img src="./public/images/goose.png" width="200" alt="Goose">
Category

AGENT CONSUMER LAYER - Assistive Agents

Description

Goose is an open-source autonomous developer agent that operates directly on your machine, capable of executing shell commands, debugging code, managing dependencies, and interacting with development tools like GitHub and Jira, featuring extensible toolkits and support for multiple LLM providers.

Links
</details>

Hex

<details> <img src="./public/images/hex.svg" width="200" alt="Hex">
Category

AGENT CONSUMER LAYER - Assistive Agents

Description

Hex provides an AI-powered analytics platform featuring Magic AI for query writing, chart building, and debugging, combining LLM capabilities with data warehouse context and semantic models to assist with SQL, Python, and visualization tasks while maintaining enterprise-grade security.

Links
</details>

Bloop

<details> <img src="./public/images/bloopai.svg" width="200" alt="Bloop">
Category

AGENT CONSUMER LAYER - Assistive Agents

Description

Bloop.ai provides a code understanding and modernization platform with AI-powered code conversion from legacy languages to modern ones, featuring automatic behavioral validation, offline operation, continuous delivery support, and enhanced developer productivity through AI assistance.

Links
</details>

Specialized Agents

Purpose-built AI agents designed for specific functions, like PR reviews and similar.

CodeRabbit

<details> <img src="./public/images/coderabbit.svg" width="200" alt="CodeRabbit">
Category

AGENT CONSUMER LAYER - Specialized Agents

Description
Links
</details>

Qodo

<details> <img src="./public/images/qodo.svg" width="200" alt="Qodo">
Category

AGENT CONSUMER LAYER - Specialized Agents

Description
Links
</details>

Ellipsis

<details> <img src="./public/images/elipsis.png" width="200" alt="Ellipsis">
Category

AGENT CONSUMER LAYER - Specialized Agents

Description

Ellipsis provides AI-powered code reviews and automated bug fixes for GitHub repositories, offering features like style guide enforcement, code generation, and automated testing while maintaining SOC 2 Type 1 compliance and secure processing without data retention.

Links
</details>

Codeflash

<details> <img src="./public/images/codeflash.png" width="200" alt="Codeflash">
Category

AGENT CONSUMER LAYER - Specialized Agents

Description

Codeflash is a CI tool that keeps your Python code performant by using AI to automatically find the most optimized version of your code through benchmarking and verifying the new code for correctness.

Links
</details>

Superflex

<details> <img src="./public/images/superflex.svg" width="200" alt="Superflex">
Category

AGENT CONSUMER LAYER - Specialized Agents

Description

Superflex is a VSCode Extension that builds features from Figma designs, images and text prompts, while maintaining your design standards, code style, and reusing your UI components.

Links
</details>

Codemod

<details> <img src="./public/images/codemod.svg" width="200" alt="Codemod">
Category

AGENT CONSUMER LAYER - Specialized Agents

Description

Codemod provides AI-powered code migration agents that automate framework migrations, API upgrades, and refactoring at scale, featuring a community registry of migration recipes, AI-assisted codemod creation, and comprehensive migration management capabilities.

Links
</details>

Codegen

<details> <img src="./public/images/codegen.png" width="200" alt="Codegen">
Category

AGENT CONSUMER LAYER - Specialized Agents

Description

Codegen provides enterprise-grade static analysis and codemod capabilities for large-scale code transformations, featuring advanced visualization tools, automated documentation generation, and platform engineering templates, with SOC 2 Type II certification for secure refactoring at scale.

Links
</details>

OBSERVABILITY AND GOVERNANCE LAYER

Development Pipeline

Tools for managing and monitoring AI application lifecycles

Portkey

<details> <img src="./public/images/portkey.png" width="200" alt="Portkey">
Category

OBSERVABILITY AND GOVERNANCE LAYER - Development Pipeline

Description

Portkey provides a comprehensive AI gateway and control panel that enables teams to route to 200+ LLMs, implement guardrails, manage prompts, and monitor AI applications with detailed observability features while maintaining SOC2 compliance and HIPAA/GDPR standards.

Links
</details>

Baseten

<details> <img src="./public/images/baseten.png" width="200" alt="Baseten">
Category

OBSERVABILITY AND GOVERNANCE LAYER - Development Pipeline

Description

Baseten provides high-performance inference infrastructure featuring up to 1,500 tokens/second throughput, sub-100ms latency, and GPU autoscaling, with Truss open-source model packaging, enterprise security (SOC2, HIPAA), and support for deployment in customer clouds or self-hosted environments.

Links
</details>

LangServe

<details> <img src="./public/images/langserve.svg" width="200" alt="LangServe">
Category

OBSERVABILITY AND GOVERNANCE LAYER - Development Pipeline

Description
Links
</details>

Stack AI

<details> <img src="./public/images/stackai.svg" width="200" alt="Stack AI">
Category

OBSERVABILITY AND GOVERNANCE LAYER - Development Pipeline

Description

Stack AI provides an enterprise generative AI platform for building and deploying AI applications with a no-code interface, offering pre-built templates, workflow automation, enterprise security features (SOC2, HIPAA, GDPR), and on-premise deployment options with support for multiple AI models and data sources.

Links
</details>

Evaluation & Monitoring

Systems for tracking AI performance and behavior

Pydantic Logfire

<details>
Category

OBSERVABILITY AND GOVERNANCE LAYER - Evaluation & Monitoring

Description
Links
</details>

Cleanlab

<details> <img src="./public/images/cleanlab.png" width="200" alt="Cleanlab">
Category

OBSERVABILITY AND GOVERNANCE LAYER - Evaluation & Monitoring

Description

Cleanlab provides an AI-powered data curation platform that helps organizations improve their GenAI and ML solutions by automatically detecting and fixing data quality issues, reducing hallucinations, and enabling trustworthy AI deployment while offering VPC integration for enhanced security.

Links
</details>

Patronus

<details> <img src="./public/images/patronusai.svg" width="200" alt="Patronus">
Category

OBSERVABILITY AND GOVERNANCE LAYER - Evaluation & Monitoring

Description

Patronus provides a comprehensive AI evaluation platform built on industry-leading research, offering features for testing hallucinations, security risks, alignment, and performance monitoring, with both pre-built evaluators and custom evaluation capabilities for RAG systems and AI agents.

Links
</details>

Log10

<details> <img src="./public/images/log10.png" width="200" alt="Log10">
Category

OBSERVABILITY AND GOVERNANCE LAYER - Evaluation & Monitoring

Description

Log10 provides an end-to-end AI accuracy platform for evaluating and monitoring LLM applications in high-stakes industries, featuring expert-driven evaluation, automated feedback systems, real-time monitoring, and continuous improvement workflows with built-in security and compliance features.

Links
</details>

Traceloop

<details> <img src="./public/images/traceloop.png" width="200" alt="Traceloop">
Category

OBSERVABILITY AND GOVERNANCE LAYER - Evaluation & Monitoring

Description

Traceloop provides open-source LLM monitoring through OpenLLMetry, offering real-time hallucination detection, output quality monitoring, and prompt debugging capabilities across 22+ LLM providers with zero-intrusion integration.

Links
</details>

WhyLabs

<details> <img src="./public/images/whylabs.svg" width="200" alt="WhyLabs">
Category

OBSERVABILITY AND GOVERNANCE LAYER - Evaluation & Monitoring

Description

WhyLabs provides a comprehensive AI Control Center for monitoring, securing, and optimizing AI applications, offering real-time LLM monitoring, security guardrails, and privacy-preserving observability with SOC 2 Type 2 compliance and support for multiple modalities.

Links
</details>

OpenLLMetry

<details> <img src="./public/images/openllmetry.png" width="200" alt="OpenLLMetry">
Category

OBSERVABILITY AND GOVERNANCE LAYER - Evaluation & Monitoring

Description

OpenLLMetry provides an open-source observability solution for LLMs built on OpenTelemetry standards, offering easy integration with major observability platforms like Datadog, New Relic, and Grafana, requiring just two lines of code to implement.

Links
</details>

LangWatch

<details> <img src="./public/images/langwatch.png" width="200" alt="LangWatch">
Category

OBSERVABILITY AND GOVERNANCE LAYER - Evaluation & Monitoring

Description

LangWatch provides a comprehensive LLMOps platform for optimizing and monitoring LLM performance, featuring automated prompt optimization using DSPy, quality evaluations, performance monitoring, and collaborative tools for AI teams, with enterprise-grade security and self-hosting options.

Links
</details>

Risk & Compliance

Frameworks for ensuring responsible AI use and regulatory compliance

Alinia

<details> <img src="./public/images/alinia.svg" width="200" alt="Alinia">
Category

OBSERVABILITY AND GOVERNANCE LAYER - Risk & Compliance

Description
Links
</details>

Guardrails AI

<details> <img src="./public/images/guardrailsai.svg" width="200" alt="Guardrails AI">
Category

OBSERVABILITY AND GOVERNANCE LAYER - Risk & Compliance

Description
Links
</details>

Lakera

<details> <img src="./public/images/lakera-ai.png" width="200" alt="Lakera">
Category

OBSERVABILITY AND GOVERNANCE LAYER - Risk & Compliance

Description
Links
</details>

Security & Access Control

Tools for protecting AI systems and managing access and user permissions

LiteLLM

<details> <img src="./public/images/litellm.png" width="200" alt="LiteLLM">
Category

OBSERVABILITY AND GOVERNANCE LAYER - Security & Access Control

Description

LiteLLM provides a unified API gateway for managing 100+ LLM providers with OpenAI-compatible formatting, offering features like authentication, load balancing, spend tracking, and monitoring integrations, available both as an open-source solution and enterprise service.

Links
</details>

Martian

<details> <img src="./public/images/martian.png" width="200" alt="Martian">
Category

OBSERVABILITY AND GOVERNANCE LAYER - Security & Access Control

Description

Martian provides an intelligent LLM routing system that dynamically selects the optimal model for each request, featuring performance prediction, automatic failover, cost optimization (up to 98% savings), and simplified integration, outperforming single models like GPT-4 while ensuring high uptime.

Links
</details>

ENGINEERING LAYER

Training & Fine-Tuning

Resources for customizing and optimizing AI models

Lamini

<details> <img src="./public/images/lamini.svg" width="200" alt="Lamini">
Category

ENGINEERING LAYER - Training & Fine-Tuning

Description

Provides tools for efficient fine-tuning of large language models, including techniques like quantization and memory optimization.

Links
</details>

Predibase

<details> <img src="./public/images/predibase.svg" width="200" alt="Predibase">
Category

ENGINEERING LAYER - Training & Fine-Tuning

Description

Platform for building and deploying machine learning models, with a focus on simplifying the development process and enabling faster iteration.

Links
</details>

Modal

<details> <img src="./public/images/modal.svg" width="200" alt="Modal">
Category

ENGINEERING LAYER - Training & Fine-Tuning

Description

Modal offers a serverless cloud platform for AI and ML applications that enables developers to deploy and scale workloads instantly with simple Python code, featuring high-performance GPU infrastructure and pay-per-use pricing.

Links
</details>

Julius

<details> <img src="./public/images/julius.svg" width="200" alt="Julius">
Category

ENGINEERING LAYER - Training & Fine-Tuning

Description
Links
</details>

Fine Tuner

<details> <img src="./public/images/fine-tuners.png" width="200" alt="Fine Tuner">
Category

ENGINEERING LAYER - Training & Fine-Tuning

Description
Links
</details>

Codeanywhere

<details> <img src="./public/images/codeanywhere.svg" width="200" alt="Codeanywhere">
Category

ENGINEERING LAYER - Training & Fine-Tuning

Description

Provides workspaces with GPU

Links
</details>

Lightning AI

<details> <img src="./public/images/lightningai.png" width="200" alt="Lightning AI">
Category

ENGINEERING LAYER - Training & Fine-Tuning

Description

Lightning AI provides a comprehensive platform for building AI products, featuring GPU access, development environments, training capabilities, and deployment tools, with support for enterprise-grade security, multi-cloud deployment, and team collaboration, used by major organizations like NVIDIA and Microsoft.

Links
</details>

Tools

Development utilities, libraries and services for building AI applications

Relevance AI

<details> <img src="./public/images/relevanceai.svg" width="200" alt="Relevance AI">
Category

ENGINEERING LAYER - Tools

Description

Relevance AI provides a no-code AI workforce platform that enables businesses to build, customize, and manage AI agents and tools for various functions like sales and support, featuring Bosh, their AI Sales Agent, while ensuring enterprise-grade security and compliance.

Links
</details>

Greptile

<details> <img src="./public/images/greptile.png" width="200" alt="Greptile">
Category

ENGINEERING LAYER - Tools

Description

Greptile provides an AI-powered code analysis platform that helps software teams ship faster by offering intelligent code reviews, codebase chat, and custom dev tools with full contextual understanding, while maintaining SOC2 Type II compliance and optional self-hosting capabilities.

Links
</details>

Sourcegraph

<details> <img src="./public/images/sourcegraph.svg" width="200" alt="Sourcegraph">
Category

ENGINEERING LAYER - Tools

Description

Sourcegraph provides a code intelligence platform featuring Cody, an AI coding assistant, and advanced code search capabilities that help developers navigate, understand, and modify complex codebases while automating routine tasks across enterprise environments.

Links
</details>

PromptLayer

<details> <img src="./public/images/promptlayer.png" width="200" alt="PromptLayer">
Category

ENGINEERING LAYER - Tools

Description

PromptLayer provides a comprehensive prompt engineering platform that enables technical and non-technical teams to collaboratively edit, evaluate, and deploy LLM prompts through a visual CMS, while offering version control, A/B testing, and monitoring capabilities with SOC 2 Type 2 compliance.

Links
</details>

Gretel.ai

<details> <img src="./public/images/gretel.svg" width="200" alt="Gretel.ai">
Category

ENGINEERING LAYER - Tools

Description
Links
</details>

Mostly.ai

<details> <img src="./public/images/mostlyai.svg" width="200" alt="Mostly.ai">
Category

ENGINEERING LAYER - Tools

Description
Links
</details>

Tonic.ai

<details> <img src="./public/images/tonic.svg" width="200" alt="Tonic.ai">
Category

ENGINEERING LAYER - Tools

Description
Links
</details>

Rockfish.ai

<details> <img src="./public/images/rockfishdata.png" width="200" alt="Rockfish.ai">
Category

ENGINEERING LAYER - Tools

Description
Links
</details>

JigsawStack

<details> <img src="./public/images/jigsawstack.svg" width="200" alt="JigsawStack">
Category

ENGINEERING LAYER - Tools

Description

JigsawStack provides a comprehensive suite of AI APIs including web scraping, translation, speech-to-text, OCR, prediction, and prompt optimization, offering globally distributed infrastructure with type-safe SDKs and built-in monitoring capabilities across 99+ locations.

Links
</details>

Testing & Quality Assurance

Systems for validating AI performance and reliability

LangSmith

<details> <img src="./public/images/langsmith.svg" width="200" alt="LangSmith">
Category

ENGINEERING LAYER - Testing & Quality Assurance

Description
Links
</details>

Galileo

<details> <img src="./public/images/galileo.png" width="200" alt="Galileo">
Category

ENGINEERING LAYER - Testing & Quality Assurance

Description
Links
</details>

Arize

<details> <img src="./public/images/arize-ai.svg" width="200" alt="Arize">
Category

ENGINEERING LAYER - Testing & Quality Assurance

Description
Links
</details>

Weight & Biases

<details> <img src="./public/images/w&b.png" width="200" alt="Weight & Biases">
Category

ENGINEERING LAYER - Testing & Quality Assurance

Description
Links
</details>

AgentOps

<details> <img src="./public/images/agentops.svg" width="200" alt="AgentOps">
Category

ENGINEERING LAYER - Testing & Quality Assurance

Description
Links
</details>

Confident AI

<details> <img src="./public/images/confidentai.svg" width="200" alt="Confident AI">
Category

ENGINEERING LAYER - Testing & Quality Assurance

Description

Confident AI provides an LLM evaluation platform that enables organizations to benchmark, unit test, and monitor their LLM applications through automated regression testing, A/B testing, and synthetic dataset generation, while offering research-backed evaluation metrics and comprehensive observability features.

Links
</details>

ContextQA

<details> <img src="./public/images/contextqa.svg" width="200" alt="ContextQA">
Category

ENGINEERING LAYER - Testing & Quality Assurance

Description

AI agent specifically designed for software testing and quality assurance, automating the testing process and providing comprehensive test coverage.

Links
</details>

Braintrust

<details> <img src="./public/images/braintrust.svg" width="200" alt="Braintrust">
Category

ENGINEERING LAYER - Testing & Quality Assurance

Description

Braintrust provides an end-to-end platform for evaluating and testing LLM applications, offering features like prompt testing, custom scoring, dataset management, real-time tracing, and production monitoring, with support for both UI-based and SDK-driven workflows.

Links
</details>

INTELLIGENCE LAYER

Frameworks

Core libraries and building blocks for AI application development

LangChain

<details> <img src="./public/images/langchain.png" width="200" alt="LangChain">
Category

INTELLIGENCE LAYER - Frameworks

Description
Links
</details>

LlamaIndex

<details> <img src="./public/images/llamaindex.svg" width="200" alt="LlamaIndex">
Category

INTELLIGENCE LAYER - Frameworks

Description
Links
</details>

Haystack

<details> <img src="./public/images/haystack.png" width="200" alt="Haystack">
Category

INTELLIGENCE LAYER - Frameworks

Description
Links
</details>

DSPy

<details> <img src="./public/images/dspy.png" width="200" alt="DSPy">
Category

INTELLIGENCE LAYER - Frameworks

Description
Links
</details>

Pydantic AI

<details> <img src="./public/images/pydantic-ai.svg" width="200" alt="Pydantic AI">
Category

INTELLIGENCE LAYER - Frameworks

Description
Links
</details>

Letta

<details> <img src="./public/images/letta.png" width="200" alt="Letta">
Category

INTELLIGENCE LAYER - Frameworks

Description

Provides an agent development platform with advanced memory management for LLMs, enabling developers to build, deploy, and scale production-ready AI agents with transparent reasoning and model-agnostic flexibility.

Links
</details>

Langbase

<details> <img src="./public/images/langbase.svg" width="200" alt="Langbase">
Category

INTELLIGENCE LAYER - Frameworks

Description

Langbase provides a serverless AI development platform featuring BaseAI (Web AI Framework), composable AI Pipes for agent development, 50-100x cheaper serverless RAG, unified LLM API access, and collaboration tools, with enterprise-grade security and observability.

Links
</details>

AutoGen

<details> <img src="./public/images/autogen.svg" width="200" alt="AutoGen">
Category

INTELLIGENCE LAYER - Frameworks

Description

Framework for developing LLM applications with multiple conversational agents that collaborate and interact with humans.

Links
</details>

TaskWeaver

<details>
Category

INTELLIGENCE LAYER - Frameworks

Description

A framework for creating and managing workflows and tasks for AI agents.

Links
</details>

Toolhouse

<details> <img src="./public/images/toolhouse.svg" width="200" alt="Toolhouse">
Category

INTELLIGENCE LAYER - Frameworks

Description

Toolhouse provides a cloud infrastructure platform and universal SDK that enables developers to equip LLMs with actions and knowledge through a Tool Store, offering pre-built optimized functions, low-latency execution, and cross-LLM compatibility with just three lines of code.

Links
</details>

Composio

<details> <img src="./public/images/composio.svg" width="200" alt="Composio">
Category

INTELLIGENCE LAYER - Frameworks

Description

Composio provides an integration platform for AI agents and LLMs with 250+ pre-built tools, managed authentication, and RPA capabilities, enabling developers to easily connect their AI applications with various services while maintaining SOC-2 compliance and supporting multiple agent frameworks.

Links
</details>

CrewAI

<details> <img src="./public/images/crewai.svg" width="200" alt="CrewAI">
Category

INTELLIGENCE LAYER - Frameworks

Description

CrewAI provides a comprehensive platform for building, deploying, and managing multi-agent AI systems, offering both open-source framework and enterprise solutions with support for any LLM and cloud platform, enabling organizations to create automated workflows across various industries.

Links
</details>

AI Suite

<details>
Category

INTELLIGENCE LAYER - Frameworks

Description

AI Suite provides a unified interface for multiple LLM providers (OpenAI, Anthropic, Azure, Google, AWS, Groq, Mistral, etc.), offering standardized API access with OpenAI-compatible syntax, easy provider switching, and seamless integration capabilities, available as an open-source MIT-licensed framework.

Links
</details>

Promptflow

<details>
Category

INTELLIGENCE LAYER - Frameworks

Description

Promptflow is Microsoft's open-source development framework for LLM applications, offering tools for flow creation, testing, evaluation, and deployment, featuring visual flow design through VS Code extension, built-in evaluation metrics, and CI/CD integration capabilities.

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</details>

LLMStack

<details> <img src="./public/images/llmstack.svg" width="200" alt="LLMStack">
Category

INTELLIGENCE LAYER - Frameworks

Description

LLMStack is an open-source platform for building AI agents, workflows, and applications, featuring model chaining across major providers, data integration from multiple sources (PDFs, URLs, Audio, Drive), and collaborative development capabilities with granular permissions.

Links
</details>

Knowledge Engines

Databases and systems for managing and retrieving information

Pinecone

<details> <img src="./public/images/pinecone.svg" width="200" alt="Pinecone">
Category

INTELLIGENCE LAYER - Knowledge Engines

Description
Links
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Weaviate

<details> <img src="./public/images/weaviate.png" width="200" alt="Weaviate">
Category

INTELLIGENCE LAYER - Knowledge Engines

Description
Links
</details>

Chroma

<details> <img src="./public/images/chroma.svg" width="200" alt="Chroma">
Category

INTELLIGENCE LAYER - Knowledge Engines

Description
Links
</details>

Milvus

<details> <img src="./public/images/milvus.svg" width="200" alt="Milvus">
Category

INTELLIGENCE LAYER - Knowledge Engines

Description
Links
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Qdrant

<details> <img src="./public/images/qdrant.png" width="200" alt="Qdrant">
Category

INTELLIGENCE LAYER - Knowledge Engines

Description
Links
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MongoDB Atlas

<details> <img src="./public/images/mongodb.svg" width="200" alt="MongoDB Atlas">
Category

INTELLIGENCE LAYER - Knowledge Engines

Description
Links
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Supabase

<details> <img src="./public/images/supabase.png" width="200" alt="Supabase">
Category

INTELLIGENCE LAYER - Knowledge Engines

Description

Supabase Vector provides an open-source vector database built on Postgres and pgvector, offering scalable embedding storage, indexing, and querying capabilities with integrated AI tooling for OpenAI and Hugging Face, featuring enterprise-grade security and global deployment options.

Links
</details>

Contextual AI

<details> <img src="./public/images/contextualai.png" width="200" alt="Contextual AI">
Category

INTELLIGENCE LAYER - Knowledge Engines

Description

Contextual AI provides enterprise-grade RAG (Retrieval-Augmented Generation) solutions that enable organizations in regulated industries to build and deploy production-ready AI applications for searching and analyzing large volumes of business-critical documents.

Links
</details>

Unstructured

<details> <img src="./public/images/unstructured.avif" width="200" alt="Unstructured">
Category

INTELLIGENCE LAYER - Knowledge Engines

Description

Platform for working with unstructured data, offering tools for data pre-processing, ETL, and integration with LLMs.

Links
</details>

Sciphi

<details> <img src="./public/images/sciphi.png" width="200" alt="Sciphi">
Category

INTELLIGENCE LAYER - Knowledge Engines

Description

SciPhi offers R2R, an all-in-one RAG (Retrieval Augmented Generation) solution that enables developers to build and scale AI applications with advanced features including document management, hybrid vector search, and knowledge graphs, while providing superior ingestion performance compared to competitors.

Links
</details>

pgAI

<details> <img src="./public/images/pgai.png" width="200" alt="pgAI">
Category

INTELLIGENCE LAYER - Knowledge Engines

Description

pgAI is a PostgreSQL extension that enables AI capabilities directly in the database, featuring automated vector embedding creation, RAG implementation, semantic search, and LLM integration (OpenAI, Claude, Cohere, Llama) with support for high-performance vector operations through pgvector and pgvectorscale.

Links
</details>

Specialized Coding Models

AI models optimized for software development

Codestral

<details> <img src="./public/images/mistral-ai.svg" width="200" alt="Codestral">
Category

INTELLIGENCE LAYER - Specialized Coding Models

Description

Codestral is Mistral AI's specialized 22B code generation model supporting 80+ programming languages, featuring a 32k context window, fill-in-the-middle capabilities, and state-of-the-art performance on coding benchmarks, available through API endpoints and IDE integrations.

Links
</details>

Claude 3.5 Sonnet

<details> <img src="./public/images/claudeai.svg" width="200" alt="Claude 3.5 Sonnet">
Category

INTELLIGENCE LAYER - Specialized Coding Models

Description

Claude 3.5 Sonnet is Anthropic's frontier AI model offering state-of-the-art performance in reasoning, coding, and vision tasks, featuring a 200K token context window, computer use capabilities, and enhanced safety measures, available through multiple platforms including Claude.ai and major cloud providers.

Links
</details>

Qwen2.5-Coder-32B

<details> <img src="./public/images/qwen.png" width="200" alt="Qwen2.5-Coder-32B">
Category

INTELLIGENCE LAYER - Specialized Coding Models

Description

Qwen2.5-Coder is a specialized code-focused model matching GPT-4's coding capabilities, featuring 32B parameters, 128K token context window, support for 80+ programming languages, and state-of-the-art performance on coding benchmarks, available as an open-source Apache 2.0 licensed model.

Links
</details>

Poolside Malibu

<details> <img src="./public/images/poolside.svg" width="200" alt="Poolside Malibu">
Category

INTELLIGENCE LAYER - Specialized Coding Models

Description

Poolside Malibu is an enterprise-focused code generation model trained using Reinforcement Learning from Code Execution Feedback (RLCEF), featuring 100K token context, custom fine-tuning capabilities, and deep integration with development environments, available through Amazon Bedrock for secure deployment.

Links
</details>

INFRASTRUCTURE LAYER

AI Workspaces

Development environments for sandboxing and building AI applications

Daytona

<details> <img src="./public/images/daytonaio.png" width="200" alt="Daytona">
Category

INFRASTRUCTURE LAYER - AI Workspaces

Description

Daytona.io is an open-source Development Environment Manager designed to simplify the setup and management of development environments across various platforms, including local, remote, and cloud infrastructures.

Links
</details>

Runloop

<details> <img src="./public/images/runloop.svg" width="200" alt="Runloop">
Category

INFRASTRUCTURE LAYER - AI Workspaces

Description

Runloop provides a secure, high-performance infrastructure platform that enables developers to build, scale, and deploy AI-powered coding solutions with seamless integration and real-time monitoring capabilities.

Links
</details>

E2B

<details> <img src="./public/images/e2b-dev.png" width="200" alt="E2B">
Category

INFRASTRUCTURE LAYER - AI Workspaces

Description

E2B provides an open-source runtime platform that enables developers to securely execute AI-generated code in cloud sandboxes, supporting multiple languages and frameworks for AI-powered development use cases.

Links
</details>

Morph Labs

<details>
Category

INFRASTRUCTURE LAYER - AI Workspaces

Description

Morph Labs provides infrastructure for developing and deploying autonomous software engineers at scale, offering Infinibranch for Morph Cloud and focusing on advanced infrastructure for AI-powered development, backed by partnerships with Together AI, Nomic AI, and other leading AI companies.

Links
</details>

Model Access & Deployment

Services for deploying and running AI models

OpenAI

<details> <img src="./public/images/openai.png" width="200" alt="OpenAI">
Category

INFRASTRUCTURE LAYER - Model Access & Deployment

Description

OpenAI develops advanced artificial intelligence systems like ChatGPT, GPT-4, and Sora, focusing on creating safe AGI that benefits humanity through products spanning language models, image generation, and video creation while maintaining leadership in AI research and safety.

Links
</details>

Anthropic

<details> <img src="./public/images/anthropic.svg" width="200" alt="Anthropic">
Category

INFRASTRUCTURE LAYER - Model Access & Deployment

Description

Anthropic provides frontier AI models through the Claude family, emphasizing safety and reliability, with offerings including Claude 3.5 Sonnet and Haiku. Their models feature advanced capabilities in reasoning, coding, and computer use, while maintaining strong safety standards through Constitutional AI and comprehensive testing.

Links
</details>

Mistral AI

<details> <img src="./public/images/mistral-ai.svg" width="200" alt="Mistral AI">
Category

INFRASTRUCTURE LAYER - Model Access & Deployment

Description

Mistral AI provides frontier AI models with emphasis on openness and portability, offering both open-weight models (Mistral 7B, Mixtral 8x7B) and commercial models (Mistral Large 2), available through multiple deployment options including serverless APIs, cloud services, and on-premise deployment.

Links
</details>

Groq

<details> <img src="./public/images/groq.svg" width="200" alt="Groq">
Category

INFRASTRUCTURE LAYER - Model Access & Deployment

Description

Groq provides ultra-fast AI inference infrastructure for openly-available models like Llama 3.1, Mixtral, and Gemma, offering OpenAI-compatible API endpoints with industry-leading speed and simple three-line integration for existing applications.

Links
</details>

AI21labs

<details> <img src="./public/images/ai21labs.svg" width="200" alt="AI21labs">
Category

INFRASTRUCTURE LAYER - Model Access & Deployment

Description

AI21 Labs delivers enterprise-grade generative AI solutions through its Jamba foundation model and RAG engine, enabling organizations to build secure, production-ready AI applications with flexible deployment options and dedicated integration support.

Links
</details>

Cohere

<details> <img src="./public/images/cohere.svg" width="200" alt="Cohere">
Category

INFRASTRUCTURE LAYER - Model Access & Deployment

Description

Cohere provides an enterprise AI platform featuring advanced language models, embedding, and retrieval capabilities that enables businesses to build production-ready AI applications with flexible deployment options across cloud or on-premises environments.

Links
</details>

Hugging Face

<details> <img src="./public/images/huggingface.png" width="200" alt="Hugging Face">
Category

INFRASTRUCTURE LAYER - Model Access & Deployment

Description

Hugging Face provides fully managed inference infrastructure for ML models with support for multiple hardware options (CPU, GPU, TPU) across various cloud providers, offering autoscaling and dedicated deployments with enterprise-grade security.

Links
</details>

Cartesia

<details> <img src="./public/images/cartesia.svg" width="200" alt="Cartesia">
Category

INFRASTRUCTURE LAYER - Model Access & Deployment

Description

Cartesia AI delivers real-time multimodal intelligence through state space models that enable fast, private, and offline inference capabilities across devices, offering streaming-first solutions with constant memory usage and low latency.

Links
</details>

Fireworks

<details> <img src="./public/images/fireworks-ai.svg" width="200" alt="Fireworks">
Category

INFRASTRUCTURE LAYER - Model Access & Deployment

Description

Provides easy access to open-source language models through a simple API, similar to offerings from closed-source providers.

Links
</details>

Together.AI

<details> <img src="./public/images/together-ai.svg" width="200" alt="Together.AI">
Category

INFRASTRUCTURE LAYER - Model Access & Deployment

Description

Offers an API for accessing and running open-source LLMs, facilitating seamless integration into AI applications.

Links
</details>

Google Vertex AI

<details> <img src="./public/images/vertex.png" width="200" alt="Google Vertex AI">
Category

INFRASTRUCTURE LAYER - Model Access & Deployment

Description

End-to-end platform for deploying and managing AI models, including LLMs, with integrated tools for monitoring, versioning, and scaling.

Links
</details>

Amazon Bedrock

<details> <img src="./public/images/amazon-bedrock.png" width="200" alt="Amazon Bedrock">
Category

INFRASTRUCTURE LAYER - Model Access & Deployment

Description

Amazon Bedrock is a fully managed service that provides access to leading foundation models through a unified API, featuring customization capabilities through fine-tuning and RAG, managed AI agents for workflow automation, and enterprise-grade security with HIPAA and GDPR compliance.

Links
</details>

Replicate

<details> <img src="./public/images/replicate.svg" width="200" alt="Replicate">
Category

INFRASTRUCTURE LAYER - Model Access & Deployment

Description

Serverless platform for running machine learning models, allowing developers to deploy and scale models without managing infrastructure.

Links
</details>

SambaNova

<details> <img src="./public/images/sambanova.png" width="200" alt="SambaNova">
Category

INFRASTRUCTURE LAYER - Model Access & Deployment

Description

SambaNova provides custom AI infrastructure featuring their SN40L Reconfigurable Dataflow Unit (RDU), offering world-record inference speeds for large language models, with integrated fine-tuning capabilities and enterprise-grade security, delivered through both cloud and on-premises solutions.

Links
</details>

BentoML

<details> <img src="./public/images/bentoml.svg" width="200" alt="BentoML">
Category

INFRASTRUCTURE LAYER - Model Access & Deployment

Description

BentoML provides an open-source unified inference platform that enables organizations to build, deploy, and scale AI systems across any cloud with high performance and flexibility, while offering enterprise features like auto-scaling, rapid iteration, and SOC II compliance.

Links
</details>

OpenRouter

<details> <img src="./public/images/openrouter.svg" width="200" alt="OpenRouter">
Category

INFRASTRUCTURE LAYER - Model Access & Deployment

Description

OpenRouter provides a unified OpenAI-compatible API for accessing 282+ models across multiple providers, offering standardized access, provider routing, and model rankings, with support for multiple SDKs and framework integrations.

Links
</details>

Cloud Providers

Computing infrastructure that powers AI systems and their workspaces

AWS

<details> <img src="./public/images/aws.png" width="200" alt="AWS">
Category

INFRASTRUCTURE LAYER - Cloud Providers

Description
Links
</details>

Azure

<details> <img src="./public/images/azure.png" width="200" alt="Azure">
Category

INFRASTRUCTURE LAYER - Cloud Providers

Description
Links
</details>

GCP

<details> <img src="./public/images/gcp.png" width="200" alt="GCP">
Category

INFRASTRUCTURE LAYER - Cloud Providers

Description
Links
</details>

Koyeb

<details> <img src="./public/images/koyeb.png" width="200" alt="Koyeb">
Category

INFRASTRUCTURE LAYER - Cloud Providers

Description

Koyeb provides a high-performance serverless platform specifically optimized for AI workloads, offering GPU/NPU infrastructure, global deployment across 50+ locations, and seamless scaling capabilities for ML model inference and training with built-in observability.

Links
</details>

Hyperbolic

<details> <img src="./public/images/hyperbolic-labs.svg" width="200" alt="Hyperbolic">
Category

INFRASTRUCTURE LAYER - Cloud Providers

Description

Hyperbolic provides a decentralized GPU marketplace for AI compute and inference, offering up to 80% cost reduction compared to traditional providers, featuring high-throughput inference services, pay-as-you-go GPU access, and compute monetization capabilities with hardware-agnostic support.

Links
</details>

Prime Intellect

<details> <img src="./public/images/prime-intellect.svg" width="200" alt="Prime Intellect">
Category

INFRASTRUCTURE LAYER - Cloud Providers

Description

Prime Intellect provides a unified GPU marketplace aggregating multiple cloud providers, featuring competitive pricing for various GPUs (H100, A100, RTX series), decentralized training capabilities across distributed clusters, and tools for collaborative AI model development with a focus on open-source innovation.

Links
</details>

CoreWeave

<details> <img src="./public/images/coreweave.png" width="200" alt="CoreWeave">
Category

INFRASTRUCTURE LAYER - Cloud Providers

Description

CoreWeave is an AI-focused cloud provider offering Kubernetes-native infrastructure optimized for GPU workloads, featuring 11+ NVIDIA GPU types, up to 35x faster performance and 80% cost reduction compared to traditional providers, with specialized solutions for ML/AI, VFX, and inference at scale.

Links
</details>

Nebius

<details> <img src="./public/images/nebius.svg" width="200" alt="Nebius">
Category

INFRASTRUCTURE LAYER - Cloud Providers

Description

Nebius provides an AI-optimized cloud platform featuring latest NVIDIA GPUs (H200, H100, L40S) with InfiniBand networking, offering managed Kubernetes and Slurm clusters, MLflow integration, and specialized infrastructure for AI training, fine-tuning, and inference workloads.

Links
</details>

Contributing

Please read the contribution guidelines before submitting a pull request.

License

This project is licensed under the Apache 2.0 License - see the LICENSE file for details