https://github.com/nkkko/ai-enablement-stack
A Community-Driven Mapping of AI Development Tools
https://github.com/nkkko/ai-enablement-stack
Last synced: 5 months ago
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A Community-Driven Mapping of AI Development Tools
- Host: GitHub
- URL: https://github.com/nkkko/ai-enablement-stack
- Owner: daytonaio
- License: apache-2.0
- Created: 2024-12-03T09:25:50.000Z (10 months ago)
- Default Branch: main
- Last Pushed: 2025-03-10T12:47:04.000Z (7 months ago)
- Last Synced: 2025-05-11T16:46:31.561Z (5 months ago)
- Language: HTML
- Homepage:
- Size: 40 MB
- Stars: 440
- Watchers: 8
- Forks: 89
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
Awesome Lists containing this project
README
🤖 AI Enablement Stack 🚀
The comprehensive guide to tools and technologies powering modern AI development
👉 Add Your Tool
What is the AI Enablement Stack?
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:
**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?
- **For Developers**: Find the right tools to build AI applications faster and more efficiently
- **For Engineering Leaders**: Make informed decisions about AI infrastructure and tooling
- **For Organizations**: Understand the AI development landscape and plan technology adoption
Each tool in this stack is carefully selected based on:
- Production readiness
- Enterprise-grade capabilities
- Active development and support
- Venture backing or significant market presence
## How to Contribute
To contribute to this list:
0. Read the CONTRIBUTING.md
1. Fork the repository
2. Add logo under the ./public/images/ folder
3. Add your tool in the appropriate category in the file ai-enablement-stack.json
4. 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](https://devin.ai/)
##### 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
- [Website](https://devin.ai/)
- [X/Twitter](https://twitter.com/cognition_labs)
#### [OpenHands](https://www.all-hands.dev/)
##### Category
AGENT CONSUMER LAYER - Autonomous Agents
##### Description
- No description available
##### Links
- [Website](https://www.all-hands.dev/)
- [GitHub](https://github.com/All-Hands-AI/OpenHands)
- [X/Twitter](https://twitter.com/allhands_ai)
#### [Lovable](https://lovable.dev/)
##### Category
AGENT CONSUMER LAYER - Autonomous Agents
##### Description
- No description available
##### Links
- [Website](https://lovable.dev/)
- [X/Twitter](https://twitter.com/lovable_dev)
#### [Bolt.new](https://bolt.new)
##### 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
- [Website](https://bolt.new)
- [GitHub](https://github.com/stackblitz/bolt.new)
#### [Vercel v0](https://v0.dev/)
##### 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
- [Website](https://v0.dev/)
- [X/Twitter](https://twitter.com/vercel)
#### [AutoGen](https://github.com/microsoft/autogen)
##### Category
AGENT CONSUMER LAYER - Autonomous Agents
##### Description
- No description available
##### Links
- [Website](https://github.com/microsoft/autogen)
- [X/Twitter](https://twitter.com/pyautogen)
#### [AgentGPT](https://agentgpt.reworkd.ai/)
##### Category
AGENT CONSUMER LAYER - Autonomous Agents
##### Description
- No description available
##### Links
- [Website](https://agentgpt.reworkd.ai/)
- [GitHub](https://github.com/reworkd/AgentGPT)
- [X/Twitter](https://twitter.com/ReworkdAI)
#### [Superagent](https://docs.superagent.sh/overview/overview/introduction)
##### Category
AGENT CONSUMER LAYER - Autonomous Agents
##### Description
- No description available
##### Links
- [Website](https://docs.superagent.sh/overview/overview/introduction)
#### [Morph](https://www.morph.ai/)
##### 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
- [Website](https://www.morph.ai/)
#### [Coworked](https://coworked.ai/)
##### Category
AGENT CONSUMER LAYER - Autonomous Agents
##### Description
Coworked created Harmony, the most comprehensive AI Project Manager coworker, designed to work as a teammate that enhances project management capacity, streamlines execution, and enables teams to deliver complex projects with greater efficiency and confidence.
##### Links
- [Website](https://coworked.ai/)
- [X/Twitter](https://twitter.com/coworkedai)
### Assistive Agents
AI tools that enhance human capabilities and workflow efficiency
#### [Copilot](https://github.com/features/copilot)
##### Category
AGENT CONSUMER LAYER - Assistive Agents
##### Description
- No description available
##### Links
- [Website](https://github.com/features/copilot)
- [X/Twitter](https://twitter.com/GitHubCopilot)
#### [Continue.dev](https://www.continue.dev/)
##### Category
AGENT CONSUMER LAYER - Assistive Agents
##### Description
- No description available
##### Links
- [Website](https://www.continue.dev/)
- [GitHub](https://github.com/continuedev/continue)
- [X/Twitter](https://twitter.com/continuedev)
#### [Cody](https://sourcegraph.com/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
- [Website](https://sourcegraph.com/cody)
- [X/Twitter](https://twitter.com/sourcegraph)
#### [Cursor](https://www.cursor.com/)
##### Category
AGENT CONSUMER LAYER - Assistive Agents
##### Description
- No description available
##### Links
- [Website](https://www.cursor.com/)
- [GitHub](https://github.com/getcursor/cursor)
- [X/Twitter](https://twitter.com/cursor_ai)
#### [Tabnine](https://www.tabnine.com/)
##### 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
- [Website](https://www.tabnine.com/)
- [X/Twitter](https://twitter.com/tabnine)
#### [Supermaven](https://supermaven.com/)
##### 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
- [Website](https://supermaven.com/)
- [X/Twitter](https://twitter.com/SupermavenAI)
#### [Windsurf](https://codeium.com/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
- [Website](https://codeium.com/windsurf)
- [X/Twitter](https://twitter.com/codeiumdev)
#### [Goose](https://github.com/block/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
- [Website](https://github.com/block/goose)
#### [Hex](https://hex.tech/)
##### 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
- [Website](https://hex.tech/)
- [X/Twitter](https://twitter.com/_hex_tech)
#### [Bloop](https://bloop.ai/)
##### 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
- [Website](https://bloop.ai/)
#### [Fabi](https://fabi.ai/)
##### Category
AGENT CONSUMER LAYER - Assistive Agents
##### Description
Fabi.ai combines SQL, Python and AI automation into one collaborative platform to help you conquer complex and ad hoc analyses, turning questions into answers.
##### Links
- [Website](https://fabi.ai/)
- [X/Twitter](https://twitter.com/hqfabi)
#### [Augment Code](https://augment.dev/)
##### Category
AGENT CONSUMER LAYER - Assistive Agents
##### Description
Augment Code provides an AI-powered development assistant that deeply understands codebases, featuring context-aware chat, guided multi-file edits, and intelligent completions, with built-in documentation integration and SOC 2 Type II compliance for enterprise security.
##### Links
- [Website](https://augment.dev/)
- [X/Twitter](https://twitter.com/augmentcode)
#### [Trae](https://trae.ai/)
##### Category
AGENT CONSUMER LAYER - Assistive Agents
##### Description
Trae from ByteDance provides an adaptive AI-powered IDE that combines multimodal understanding, context-aware code completion, and project building capabilities, featuring image-to-code conversion and real-time collaborative assistance through an integrated chat interface.
##### Links
- [Website](https://trae.ai/)
- [X/Twitter](https://twitter.com/Trae_ai)
### Specialized Agents
Purpose-built AI agents designed for specific functions, like PR reviews and similar.
#### [CodeRabbit](https://www.coderabbit.ai/)
##### Category
AGENT CONSUMER LAYER - Specialized Agents
##### Description
- No description available
##### Links
- [Website](https://www.coderabbit.ai/)
- [X/Twitter](https://twitter.com/coderabbitai)
#### [Qodo](https://www.qodo.ai/)
##### Category
AGENT CONSUMER LAYER - Specialized Agents
##### Description
- No description available
##### Links
- [Website](https://www.qodo.ai/)
- [GitHub](https://github.com/Codium-ai/pr-agent)
- [X/Twitter](https://twitter.com/QodoAI)
#### [Ellipsis](https://www.ellipsis.dev/)
##### 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
- [Website](https://www.ellipsis.dev/)
- [X/Twitter](https://twitter.com/ellipsis_dev)
#### [Codeflash](https://www.codeflash.ai/)
##### 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
- [Website](https://www.codeflash.ai/)
- [X/Twitter](https://twitter.com/codeflashAI)
#### [Superflex](https://superflex.ai/)
##### 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
- [Website](https://superflex.ai/)
- [GitHub](https://github.com/aquila-lab/superflex-vscode)
- [X/Twitter](https://twitter.com/superflex_ai)
#### [Codemod](https://codemod.com/)
##### 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
- [Website](https://codemod.com/)
- [X/Twitter](https://twitter.com/codemod)
#### [Codegen](https://codegen.com/)
##### 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
- [Website](https://codegen.com/)
- [X/Twitter](https://twitter.com/codegen)
## OBSERVABILITY AND GOVERNANCE LAYER
### Development Pipeline
Tools for managing and monitoring AI application lifecycles
#### [Portkey](https://portkey.ai/)
##### 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
- [Website](https://portkey.ai/)
- [X/Twitter](https://twitter.com/portkeyai)
#### [Baseten](https://baseten.co/)
##### 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
- [Website](https://baseten.co/)
- [X/Twitter](https://twitter.com/basetenco)
#### [LangServe](https://github.com/langchain-ai/langserve)
##### Category
OBSERVABILITY AND GOVERNANCE LAYER - Development Pipeline
##### Description
- No description available
##### Links
- [Website](https://github.com/langchain-ai/langserve)
#### [Stack AI](https://www.stack-ai.com/)
##### 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
- [Website](https://www.stack-ai.com/)
- [X/Twitter](https://twitter.com/StackAI_HQ)
### Evaluation & Monitoring
Systems for tracking AI performance and behavior
#### [Pydantic Logfire](https://pydantic.dev/logfire)
##### Category
OBSERVABILITY AND GOVERNANCE LAYER - Evaluation & Monitoring
##### Description
- No description available
##### Links
- [Website](https://pydantic.dev/logfire)
- [GitHub](https://github.com/pydantic/logfire)
#### [Cleanlab](https://cleanlab.ai/)
##### 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
- [Website](https://cleanlab.ai/)
- [GitHub](https://github.com/cleanlab/cleanlab)
- [X/Twitter](https://twitter.com/cleanlabai)
#### [Patronus](https://www.patronus.ai/)
##### 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
- [Website](https://www.patronus.ai/)
- [X/Twitter](https://twitter.com/PatronusAI)
#### [Log10](https://www.log10.io/)
##### 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
- [Website](https://www.log10.io/)
- [GitHub](https://github.com/log10-io)
- [X/Twitter](https://twitter.com/log10io)
#### [Traceloop](https://traceloop.com/)
##### 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
- [Website](https://traceloop.com/)
- [GitHub](https://github.com/traceloop/openllmetry)
- [X/Twitter](https://twitter.com/traceloopdev)
#### [WhyLabs](https://whylabs.ai/)
##### 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
- [Website](https://whylabs.ai/)
- [X/Twitter](https://twitter.com/whylabs)
#### [OpenLLMetry](https://openllmetry.org/)
##### 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
- [Website](https://openllmetry.org/)
#### [LangWatch](https://langwatch.ai/)
##### 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
- [Website](https://langwatch.ai/)
- [GitHub](https://github.com/langwatch/langwatch)
- [X/Twitter](https://twitter.com/LangWatchAI)
#### [Elastic Observability](https://www.elastic.co/observability-labs/blog/tag/llmobs)
##### Category
OBSERVABILITY AND GOVERNANCE LAYER - Evaluation & Monitoring
##### Description
Elastic Observability is a full-stack observability solution and includes Log Monitoring and Analytics, Cloud and Infrastructure Monitoring, Application Performance Monitoring, Digital Experience Monitoring, Continuous Profiling, AIOps and LLM Observability.
##### Links
- [Website](https://www.elastic.co/observability-labs/blog/tag/llmobs)
- [GitHub](https://github.com/elastic)
- [X/Twitter](https://twitter.com/elastic)
### Risk & Compliance
Frameworks for ensuring responsible AI use and regulatory compliance
#### [Alinia](https://alinia.ai/)
##### Category
OBSERVABILITY AND GOVERNANCE LAYER - Risk & Compliance
##### Description
- No description available
##### Links
- [Website](https://alinia.ai/)
#### [Guardrails AI](https://www.guardrailsai.com/)
##### Category
OBSERVABILITY AND GOVERNANCE LAYER - Risk & Compliance
##### Description
- No description available
##### Links
- [Website](https://www.guardrailsai.com/)
#### [Lakera](https://www.lakera.ai/)
##### Category
OBSERVABILITY AND GOVERNANCE LAYER - Risk & Compliance
##### Description
- No description available
##### Links
- [Website](https://www.lakera.ai/)
- [X/Twitter](https://twitter.com/LakeraAI)
#### [Socket](https://socket.dev/)
##### Category
OBSERVABILITY AND GOVERNANCE LAYER - Risk & Compliance
##### Description
Socket provides a developer-first security platform that protects against supply chain attacks by scanning dependencies and AI model files for malicious code, featuring real-time detection of 70+ risk signals, integration with major package registries, and trusted by leading AI companies including OpenAI and Anthropic.
##### Links
- [Website](https://socket.dev/)
- [X/Twitter](https://twitter.com/SocketSecurity)
### Security & Access Control
Tools for protecting AI systems and managing access and user permissions
#### [LiteLLM](https://litellm.ai/)
##### 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
- [Website](https://litellm.ai/)
- [GitHub](https://github.com/BerriAI/litellm)
- [X/Twitter](https://twitter.com/LiteLLM)
#### [Martian](https://withmartian.com/)
##### 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
- [Website](https://withmartian.com/)
- [GitHub](https://github.com/withmartian)
- [X/Twitter](https://twitter.com/withmartian)
## ENGINEERING LAYER
### Training & Fine-Tuning
Resources for customizing and optimizing AI models
#### [Lamini](https://lamini.ai/)
##### 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
- [Website](https://lamini.ai/)
- [X/Twitter](https://twitter.com/LaminiAI)
#### [Predibase](https://www.predibase.com/)
##### 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
- [Website](https://www.predibase.com/)
- [X/Twitter](https://twitter.com/predibase)
#### [Modal](https://modal.com/)
##### 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
- [Website](https://modal.com/)
- [X/Twitter](https://twitter.com/modal_labs)
#### [Julius](https://julius.ai/)
##### Category
ENGINEERING LAYER - Training & Fine-Tuning
##### Description
- No description available
##### Links
- [Website](https://julius.ai/)
- [X/Twitter](https://twitter.com/JuliusAI_)
#### [Fine Tuner](https://fine-tuner.ai/)
##### Category
ENGINEERING LAYER - Training & Fine-Tuning
##### Description
- No description available
##### Links
- [Website](https://fine-tuner.ai/)
#### [Codeanywhere](https://codeanywhere.com/)
##### Category
ENGINEERING LAYER - Training & Fine-Tuning
##### Description
Provides workspaces with GPU
##### Links
- [Website](https://codeanywhere.com/)
- [X/Twitter](https://twitter.com/Codeanywhere)
#### [Lightning AI](https://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
- [Website](https://lightning.ai/)
- [X/Twitter](https://twitter.com/LightningAI)
### Tools
Development utilities, libraries and services for building AI applications
#### [CopilotKit](https://copilotkit.ai/)
##### Category
ENGINEERING LAYER - Tools
##### Description
CopilotKit is an open-source framework for building custom AI copilots and assistants into any application. Features include In-App AI Chatbot, Generative UI, Copilot Tasks, and RAG capabilities, with easy integration and full customization options.
##### Links
- [Website](https://copilotkit.ai/)
- [GitHub](https://github.com/CopilotKit/CopilotKit)
- [X/Twitter](https://twitter.com/CopilotKit)
#### [Ant Design X](https://x.ant.design/)
##### Category
ENGINEERING LAYER - Tools
##### Description
Ant Design X is a brand new AGI component library from Ant Design, designed to help developers more easily develop AI product user interfaces. Building on Ant Design, Ant Design X further expands the design specifications for AI products, offering developers more powerful tools and resources.
##### Links
- [Website](https://x.ant.design/)
- [GitHub](https://github.com/ant-design/x)
- [X/Twitter](https://twitter.com/AntDesignUI)
#### [Relevance AI](https://relevanceai.com/)
##### 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
- [Website](https://relevanceai.com/)
- [GitHub](https://github.com/RelevanceAI)
- [X/Twitter](https://twitter.com/RelevanceAI_)
#### [Greptile](https://www.greptile.com/)
##### 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
- [Website](https://www.greptile.com/)
- [GitHub](https://github.com/greptileai)
- [X/Twitter](https://twitter.com/greptileai)
#### [Sourcegraph](https://sourcegraph.com/)
##### 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
- [Website](https://sourcegraph.com/)
- [GitHub](https://github.com/sourcegraph)
- [X/Twitter](https://twitter.com/sourcegraph)
#### [PromptLayer](https://www.promptlayer.com/)
##### 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
- [Website](https://www.promptlayer.com/)
- [GitHub](https://github.com/MagnivOrg/prompt-layer-library)
- [X/Twitter](https://twitter.com/promptlayer)
#### [Gretel.ai](https://gretel.ai/)
##### Category
ENGINEERING LAYER - Tools
##### Description
- No description available
##### Links
- [Website](https://gretel.ai/)
- [X/Twitter](https://twitter.com/gretel_ai)
#### [Mostly.ai](https://mostly.ai/)
##### Category
ENGINEERING LAYER - Tools
##### Description
- No description available
##### Links
- [Website](https://mostly.ai/)
- [X/Twitter](https://twitter.com/mostly_ai)
#### [Tonic.ai](https://www.tonic.ai/)
##### Category
ENGINEERING LAYER - Tools
##### Description
- No description available
##### Links
- [Website](https://www.tonic.ai/)
- [X/Twitter](https://twitter.com/tonicfakedata)
#### [Rockfish.ai](https://www.rockfish.ai/)
##### Category
ENGINEERING LAYER - Tools
##### Description
- No description available
##### Links
- [Website](https://www.rockfish.ai/)
#### [JigsawStack](https://www.jigsawstack.com/)
##### 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
- [Website](https://www.jigsawstack.com/)
- [GitHub](https://github.com/JigsawStack)
- [X/Twitter](https://twitter.com/jigsawstack)
### Testing & Quality Assurance
Systems for validating AI performance and reliability
#### [Adaline](https://adaline.ai/)
##### Category
ENGINEERING LAYER - Testing & Quality Assurance
##### Description
Adaline is the single platform to iterate, evalute, deploy, and monitor prompts for your LLM applications.
##### Links
- [Website](https://adaline.ai/)
- [GitHub](https://github.com/adaline)
- [X/Twitter](https://twitter.com/adalinewastaken)
#### [LangSmith](https://www.langchain.com/langsmith)
##### Category
ENGINEERING LAYER - Testing & Quality Assurance
##### Description
- No description available
##### Links
- [Website](https://www.langchain.com/langsmith)
- [X/Twitter](https://twitter.com/LangChainAI)
#### [Langfuse](https://langfuse.com/)
##### Category
ENGINEERING LAYER - Testing & Quality Assurance
##### Description
Langfuse is an Open Source LLM Engineering platform with a focus on LLM Observability, Evaluation, and Prompt Management. Use automated evaluators or the Langfuse Playground to iteratively test and improve an LLM application. Langfuse is SOC2/ISO27001 certified and can be easily self-hosted at scale.
##### Links
- [Website](https://langfuse.com/)
- [GitHub](https://github.com/langfuse/langfuse)
- [X/Twitter](https://twitter.com/langfuse)
#### [Galileo](https://www.galileo.ai/)
##### Category
ENGINEERING LAYER - Testing & Quality Assurance
##### Description
- No description available
##### Links
- [Website](https://www.galileo.ai/)
#### [Arize](https://arize.com/)
##### Category
ENGINEERING LAYER - Testing & Quality Assurance
##### Description
- No description available
##### Links
- [Website](https://arize.com/)
#### [Weight & Biases](https://wandb.ai/site/)
##### Category
ENGINEERING LAYER - Testing & Quality Assurance
##### Description
- No description available
##### Links
- [Website](https://wandb.ai/site/)
- [X/Twitter](https://twitter.com/weights_biases)
#### [AgentOps](https://www.agentops.ai/)
##### Category
ENGINEERING LAYER - Testing & Quality Assurance
##### Description
- No description available
##### Links
- [Website](https://www.agentops.ai/)
#### [Confident AI](https://www.confident-ai.com/)
##### 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
- [Website](https://www.confident-ai.com/)
- [X/Twitter](https://twitter.com/confident_ai)
#### [ContextQA](https://contextqa.com/)
##### 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
- [Website](https://contextqa.com/)
- [X/Twitter](https://twitter.com/ContextQa)
#### [Braintrust](https://www.braintrustdata.com/)
##### 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
- [Website](https://www.braintrustdata.com/)
- [GitHub](https://github.com/braintrustdata/)
- [X/Twitter](https://twitter.com/braintrustdata)
#### [Athina AI](https://www.athina.ai/)
##### Category
ENGINEERING LAYER - Testing & Quality Assurance
##### Description
Athina is a collaborative AI development platform designed for your team to build, test and monitor AI features.
##### Links
- [Website](https://www.athina.ai/)
- [GitHub](https://github.com/athina-ai)
- [X/Twitter](https://twitter.com/AthinaAI)
## INTELLIGENCE LAYER
### Frameworks
Core libraries and building blocks for AI application development
#### [LangChain](https://www.langchain.com/)
##### Category
INTELLIGENCE LAYER - Frameworks
##### Description
- No description available
##### Links
- [Website](https://www.langchain.com/)
- [GitHub](https://github.com/langchain-ai)
- [X/Twitter](https://twitter.com/LangChainAI)
#### [LlamaIndex](https://www.llamaindex.ai/)
##### Category
INTELLIGENCE LAYER - Frameworks
##### Description
- No description available
##### Links
- [Website](https://www.llamaindex.ai/)
- [GitHub](https://github.com/run-llama)
- [X/Twitter](https://twitter.com/llama_index)
#### [Haystack](https://haystack.deepset.ai/)
##### Category
INTELLIGENCE LAYER - Frameworks
##### Description
- No description available
##### Links
- [Website](https://haystack.deepset.ai/)
- [GitHub](https://github.com/deepset-ai/haystack)
- [X/Twitter](https://twitter.com/Haystack_AI)
#### [DSPy](https://dspy.ai/)
##### Category
INTELLIGENCE LAYER - Frameworks
##### Description
- No description available
##### Links
- [Website](https://dspy.ai/)
#### [Pydantic AI](https://ai.pydantic.dev/)
##### Category
INTELLIGENCE LAYER - Frameworks
##### Description
- No description available
##### Links
- [Website](https://ai.pydantic.dev/)
- [GitHub](https://github.com/pydantic/pydantic-ai)
- [X/Twitter](https://twitter.com/pydantic)
#### [Letta](https://www.letta.com/)
##### 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
- [Website](https://www.letta.com/)
- [GitHub](https://github.com/letta-ai/letta)
- [X/Twitter](https://twitter.com/Letta_AI)
#### [Langbase](https://langbase.com/)
##### 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
- [Website](https://langbase.com/)
- [X/Twitter](https://twitter.com/langbaseinc)
#### [AutoGen](https://github.com/microsoft/autogen)
##### Category
INTELLIGENCE LAYER - Frameworks
##### Description
Framework for developing LLM applications with multiple conversational agents that collaborate and interact with humans.
##### Links
- [Website](https://github.com/microsoft/autogen)
- [GitHub](https://github.com/microsoft/autogen)
- [X/Twitter](https://twitter.com/pyautogen)
#### [TaskWeaver](https://microsoft.github.io/TaskWeaver/)
##### Category
INTELLIGENCE LAYER - Frameworks
##### Description
A framework for creating and managing workflows and tasks for AI agents.
##### Links
- [Website](https://microsoft.github.io/TaskWeaver/)
- [GitHub](https://github.com/microsoft/TaskWeaver)
#### [Toolhouse](https://toolhouse.ai/)
##### 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
- [Website](https://toolhouse.ai/)
- [GitHub](https://github.com/toolhouseai)
- [X/Twitter](https://twitter.com/ToolhouseAI)
#### [Composio](https://composio.dev/agentauth/)
##### 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
- [Website](https://composio.dev/agentauth/)
- [GitHub](https://github.com/ComposioHQ/composio/tree/master/python/swe)
- [X/Twitter](https://twitter.com/composiohq)
#### [CrewAI](https://www.crewai.com/)
##### 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
- [Website](https://www.crewai.com/)
- [X/Twitter](https://twitter.com/getcrewai)
#### [AI Suite](https://github.com/andrewyng/aisuite)
##### 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
- [Website](https://github.com/andrewyng/aisuite)
#### [Promptflow](https://microsoft.github.io/promptflow/index.html)
##### 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.
##### Links
- [Website](https://microsoft.github.io/promptflow/index.html)
#### [LLMStack](https://llmstack.ai/)
##### 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
- [Website](https://llmstack.ai/)
- [GitHub](https://github.com/trypromptly/LLMStack)
- [X/Twitter](https://twitter.com/llmstack)
#### [Graphlit](https://www.graphlit.com/)
##### Category
INTELLIGENCE LAYER - Frameworks
##### Description
Graphlit is a serverless, batteries-included, RAG-as-a-Service platform. Graphlit manages data ingestion, vector embeddings, and LLM flows — allowing teams to quickly build AI apps and agents without the burden of complex data infrastructure.
##### Links
- [Website](https://www.graphlit.com/)
- [GitHub](https://github.com/graphlit)
- [X/Twitter](https://twitter.com/graphlit)
#### [Griptape](https://griptape.ai/)
##### Category
INTELLIGENCE LAYER - Frameworks
##### Description
Griptape provides an enterprise AI development platform featuring Off-Prompt™ technology, combining a Python framework for predictable AI development with cloud infrastructure for ETL, RAG, and agent deployment, offering built-in monitoring and policy enforcement capabilities.
##### Links
- [Website](https://griptape.ai/)
- [GitHub](https://github.com/griptape-ai)
- [X/Twitter](https://twitter.com/GriptapeAI)
### Knowledge Engines
Databases and systems for managing and retrieving information
#### [Pinecone](https://www.pinecone.io/)
##### Category
INTELLIGENCE LAYER - Knowledge Engines
##### Description
- No description available
##### Links
- [Website](https://www.pinecone.io/)
- [X/Twitter](https://twitter.com/pinecone)
#### [Weaviate](https://weaviate.io/)
##### Category
INTELLIGENCE LAYER - Knowledge Engines
##### Description
- No description available
##### Links
- [Website](https://weaviate.io/)
- [GitHub](https://github.com/weaviate/weaviate)
- [X/Twitter](https://twitter.com/weaviate_io)
#### [Chroma](https://www.trychroma.com/)
##### Category
INTELLIGENCE LAYER - Knowledge Engines
##### Description
- No description available
##### Links
- [Website](https://www.trychroma.com/)
- [GitHub](https://github.com/chroma-core/chroma)
- [X/Twitter](https://twitter.com/trychroma)
#### [Epsilla](https://epsilla.com)
##### Category
INTELLIGENCE LAYER - Knowledge Engines
##### Description
Epsilla provides an open-source high performance vector database and an all-in-one platform for RAG and AI Agent powered by your private data and knowledge
##### Links
- [Website](https://epsilla.com)
- [GitHub](https://github.com/epsilla-cloud/vectordb)
- [X/Twitter](https://twitter.com/epsilla_inc)
#### [Milvus](https://milvus.io/)
##### Category
INTELLIGENCE LAYER - Knowledge Engines
##### Description
- No description available
##### Links
- [Website](https://milvus.io/)
- [GitHub](https://github.com/milvus-io/milvus)
- [X/Twitter](https://twitter.com/milvusio)
#### [Qdrant](https://qdrant.tech/)
##### Category
INTELLIGENCE LAYER - Knowledge Engines
##### Description
- No description available
##### Links
- [Website](https://qdrant.tech/)
- [X/Twitter](https://twitter.com/qdrant_engine)
#### [MongoDB Atlas](https://www.mongodb.com/products/platform/atlas-database)
##### Category
INTELLIGENCE LAYER - Knowledge Engines
##### Description
- No description available
##### Links
- [Website](https://www.mongodb.com/products/platform/atlas-database)
- [X/Twitter](https://twitter.com/MongoDB)
#### [Supabase](https://supabase.com/modules/vector)
##### 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
- [Website](https://supabase.com/modules/vector)
- [GitHub](https://github.com/supabase/supabase)
- [X/Twitter](https://twitter.com/supabase)
#### [Contextual AI](https://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
- [Website](https://contextual.ai/)
- [X/Twitter](https://twitter.com/ContextualAI)
#### [Unstructured](https://unstructured.io/)
##### Category
INTELLIGENCE LAYER - Knowledge Engines
##### Description
Platform for working with unstructured data, offering tools for data pre-processing, ETL, and integration with LLMs.
##### Links
- [Website](https://unstructured.io/)
- [X/Twitter](https://twitter.com/UnstructuredIO)
#### [Sciphi](https://www.sciphi.ai/)
##### 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
- [Website](https://www.sciphi.ai/)
#### [pgAI](https://github.com/timescale/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
- [Website](https://github.com/timescale/pgai)
- [GitHub](https://github.com/timescale/pgai)
- [X/Twitter](https://twitter.com/timescaledb)
#### [Zep](https://www.getzep.com)
##### Category
INTELLIGENCE LAYER - Knowledge Engines
##### Description
Zep is a memory layer for AI agents that continuously learns from user interactions and changing business data. Zep ensures that your Agent has a complete and holistic view of the user, enabling you to build more personalized and accurate user experiences.
##### Links
- [Website](https://www.getzep.com)
- [GitHub](https://github.com/getzep)
- [X/Twitter](https://twitter.com/zep_ai)
#### [FalkorDB](https://falkordb.com/)
##### Category
INTELLIGENCE LAYER - Knowledge Engines
##### Description
FalkorDB provides a graph database platform optimized for AI applications, featuring GraphRAG technology for knowledge graph creation, sub-millisecond querying, and advanced relationship modeling, enabling more accurate and contextual LLM responses through graph-based data relationships.
##### Links
- [Website](https://falkordb.com/)
- [GitHub](https://github.com/FalkorDB/falkordb)
- [X/Twitter](https://twitter.com/FalkorDB)
#### [Superduper](https://superduper.io/)
##### Category
INTELLIGENCE LAYER - Knowledge Engines
##### Description
Superduper provides a platform for building and deploying AI applications directly with existing databases, featuring integration with multiple AI frameworks and databases, support for RAG, vector search, and ML workflows, while enabling deployment on existing infrastructure without data movement or ETL pipelines.
##### Links
- [Website](https://superduper.io/)
- [GitHub](https://github.com/superduper-io/superduper)
- [X/Twitter](https://twitter.com/SuperduperAI)
#### [Elasticsearch](https://www.elastic.co/elasticsearch/vector-database)
##### Category
INTELLIGENCE LAYER - Knowledge Engines
##### Description
Elasticsearch's open source vector database offers an efficient way to create, store, and search vector embeddings. Combine text search and vector search for hybrid retrieval, resulting in the best of both capabilities for greater relevance and accuracy.
##### Links
- [Website](https://www.elastic.co/elasticsearch/vector-database)
- [GitHub](https://github.com/elastic/elasticsearch)
- [X/Twitter](https://twitter.com/elastic)
#### [Exa](https://exa.ai/)
##### Category
INTELLIGENCE LAYER - Knowledge Engines
##### Description
Exa provides business-grade search and web crawling capabilities through meaning-based search, featuring neural search APIs, content scraping, and Websets for creating custom datasets, with seamless integration for RAG applications and LLM contextualization.
##### Links
- [Website](https://exa.ai/)
- [GitHub](https://github.com/exa-labs/)
- [X/Twitter](https://twitter.com/ExaSearch)
#### [Firebase Data Connect](https://firebase.google.com/docs/data-connect/solutions-vector-similarity-search)
##### Category
INTELLIGENCE LAYER - Knowledge Engines
##### Description
Firebase Data Connect enables vector similarity search leveraging its underlying PostgreSQL database and Google Vertex AI embeddings.
##### Links
- [Website](https://firebase.google.com/docs/data-connect/solutions-vector-similarity-search)
- [X/Twitter](https://twitter.com/Firebase)
### Specialized Coding Models
AI models optimized for software development
#### [Codestral](https://mistral.ai/news/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
- [Website](https://mistral.ai/news/codestral/)
- [X/Twitter](https://twitter.com/MistralAI)
#### [Claude 3.5 Sonnet](https://www.anthropic.com/claude)
##### 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
- [Website](https://www.anthropic.com/claude)
- [X/Twitter](https://twitter.com/AnthropicAI)
#### [Qwen2.5-Coder-32B](https://huggingface.co/Qwen/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
- [Website](https://huggingface.co/Qwen/Qwen2.5-Coder-32B)
- [X/Twitter](https://twitter.com/Alibaba_Qwen)
#### [Poolside Malibu](https://aws.amazon.com/bedrock/poolside/)
##### 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
- [Website](https://aws.amazon.com/bedrock/poolside/)
- [X/Twitter](https://twitter.com/poolsideai)
## INFRASTRUCTURE LAYER
### AI Sandboxes
Development environments for sandboxing and building AI applications
#### [Daytona](https://daytona.io/)
##### Category
INFRASTRUCTURE LAYER - AI Sandboxes
##### Description
Daytona is a secure, scalable runtime for AI-generated code execution and agent workflows. Our open-source platform provides lightning-fast infrastructure (200ms startup) with complete isolation, giving developers and AI systems a safe sandbox for running generated code without risk.
##### Links
- [Website](https://daytona.io/)
- [X/Twitter](https://twitter.com/daytonaio)
#### [Runloop](https://www.runloop.ai/)
##### Category
INFRASTRUCTURE LAYER - AI Sandboxes
##### 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
- [Website](https://www.runloop.ai/)
- [X/Twitter](https://twitter.com/RunloopAI)
#### [E2B](https://e2b.dev/)
##### Category
INFRASTRUCTURE LAYER - AI Sandboxes
##### 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
- [Website](https://e2b.dev/)
- [X/Twitter](https://twitter.com/e2b_dev)
#### [Morph Labs](https://morph.so/)
##### Category
INFRASTRUCTURE LAYER - AI Sandboxes
##### 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
- [Website](https://morph.so/)
- [X/Twitter](https://twitter.com/morph_labs)
### Data Ingestion & Transformation
Services for preparing data for AI applications and training
#### [Confluent](https://confluent.io/)
##### Category
INFRASTRUCTURE LAYER - Data Ingestion & Transformation
##### Description
Confluent is a cloud-native data streaming platform that helps companies access, store, and manage data to bring real-time, contextual, highly governed and trustworthy data to your AI systems and applications.
##### Links
- [Website](https://confluent.io/)
- [GitHub](https://github.com/confluentinc)
- [X/Twitter](https://twitter.com/confluentinc)
### Model Access & Deployment
Services for deploying and running AI models
#### [OpenAI](https://openai.com/)
##### 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
- [Website](https://openai.com/)
- [X/Twitter](https://twitter.com/OpenAI)
#### [Deepseek](https://deepseek.com/)
##### Category
INFRASTRUCTURE LAYER - Model Access & Deployment
##### Description
Deepseek develops advanced AI systems capable of performing a wide range of tasks with human-like or superior intelligence. Moving beyond narrow AI, Deepseek focuses on creating generalizable, autonomous systems that can learn, adapt, and apply knowledge across domains. With cutting-edge research in machine learning, deep learning, natural language processing, and robotics, Deepseek aims to push the boundaries of AI innovation. Its applications span various industries, delivering intelligent solutions for complex challenges.
##### Links
- [Website](https://deepseek.com/)
- [X/Twitter](https://twitter.com/DeepseekAI)
#### [Anthropic](https://www.anthropic.com/)
##### 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
- [Website](https://www.anthropic.com/)
- [X/Twitter](https://twitter.com/AnthropicAI)
#### [Mistral AI](https://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
- [Website](https://mistral.ai/)
- [X/Twitter](https://twitter.com/MistralAI)
#### [Groq](https://groq.com/)
##### 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
- [Website](https://groq.com/)
- [X/Twitter](https://twitter.com/GroqInc)
#### [AI21labs](https://www.ai21.com/)
##### 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
- [Website](https://www.ai21.com/)
- [X/Twitter](https://twitter.com/AI21Labs)
#### [Cohere](https://cohere.com/)
##### 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
- [Website](https://cohere.com/)
- [X/Twitter](https://twitter.com/CohereForAI)
#### [Hugging Face](https://huggingface.co/)
##### 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
- [Website](https://huggingface.co/)
- [X/Twitter](https://twitter.com/huggingface)
#### [Cartesia](https://www.cartesia.ai/)
##### 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
- [Website](https://www.cartesia.ai/)
- [X/Twitter](https://twitter.com/cartesia_ai)
#### [Fireworks](https://fireworks.ai/)
##### 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
- [Website](https://fireworks.ai/)
- [X/Twitter](https://twitter.com/FireworksAI_HQ)
#### [Together.AI](https://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
- [Website](https://together.ai/)
- [X/Twitter](https://twitter.com/togethercompute)
#### [Google Vertex AI](https://cloud.google.com/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
- [Website](https://cloud.google.com/vertex-ai)
- [X/Twitter](https://twitter.com/GoogleAI)
#### [Amazon Bedrock](https://aws.amazon.com/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
- [Website](https://aws.amazon.com/bedrock/)
- [X/Twitter](https://twitter.com/awscloud)
#### [Replicate](https://replicate.com/)
##### 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
- [Website](https://replicate.com/)
- [X/Twitter](https://twitter.com/replicate)
#### [SambaNova](https://sambanova.ai/)
##### 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
- [Website](https://sambanova.ai/)
- [X/Twitter](https://twitter.com/SambaNovaAI)
#### [BentoML](https://www.bentoml.com/)
##### 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
- [Website](https://www.bentoml.com/)
- [X/Twitter](https://twitter.com/bentomlai)
#### [OpenRouter](https://openrouter.ai/)
##### 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
- [Website](https://openrouter.ai/)
- [X/Twitter](https://twitter.com/OpenRouterAI)
### Cloud Providers
Computing infrastructure that powers AI systems and their workspaces
#### [AWS](https://aws.amazon.com/)
##### Category
INFRASTRUCTURE LAYER - Cloud Providers
##### Description
- No description available
##### Links
- [Website](https://aws.amazon.com/)
#### [Azure](https://azure.microsoft.com/)
##### Category
INFRASTRUCTURE LAYER - Cloud Providers
##### Description
- No description available
##### Links
- [Website](https://azure.microsoft.com/)
#### [GCP](https://cloud.google.com/)
##### Category
INFRASTRUCTURE LAYER - Cloud Providers
##### Description
- No description available
##### Links
- [Website](https://cloud.google.com/)
#### [Koyeb](https://www.koyeb.com/)
##### 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
- [Website](https://www.koyeb.com/)
- [X/Twitter](https://twitter.com/gokoyeb)
#### [Hyperbolic](https://hyperbolic.xyz/)
##### 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
- [Website](https://hyperbolic.xyz/)
- [X/Twitter](https://twitter.com/hyperbolic_labs)
#### [Prime Intellect](https://www.primeintellect.ai/)
##### 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
- [Website](https://www.primeintellect.ai/)
- [X/Twitter](https://twitter.com/PrimeIntellect)
#### [CoreWeave](https://coreweave.com/)
##### 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
- [Website](https://coreweave.com/)
- [X/Twitter](https://twitter.com/CoreWeave)
#### [Nebius](https://nebius.com/)
##### 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
- [Website](https://nebius.com/)
- [X/Twitter](https://twitter.com/nebiusai)
## Contributing
Please read the [contribution guidelines](CONTRIBUTING.md) before submitting a pull request.
## License
This project is licensed under the Apache 2.0 License - see the [LICENSE](LICENSE) file for details