Top AI tools for Machine Learning Engineer

VectorDB is a lightweight Python library for efficient text storage and retrieval using vector search. Ideal for low-latency applications requiring semantic search capabilities.

• Free

WisBot is an AI assistant that interacts with your data and Jupyter Notebook, assisting you in coding faster and learning quicker.

• Free Trial
• API

DataMacaw Scarlet Platform is an AI platform for effortlessly training and fine-tuning generative AI models on cloud GPUs, reducing costs significantly.

• Contact for Pricing

Argilla is an open-source collaboration platform that enables AI engineers and domain experts to build and maintain high-quality datasets for language model training, fine-tuning, and evaluation.

• Other

Kalavai offers a platform for deploying Large Language Models (LLMs) across various devices, scaling from personal laptops to full production environments. It simplifies LLM deployment and experimentation.

• Paid
• From 29$

Chainlit Framework is an open-source tool enabling developers to build, deploy, and customize conversational AI applications using Python.

• Free

Deep Lake by Activeloop is a database for AI, enabling efficient storage and retrieval of multi-modal data. It enhances AI development with features like version control and streaming dataloaders.

• Freemium
• From 990$

Freeplay provides comprehensive tools for AI teams to run experiments, evaluate model performance, and monitor production, streamlining the development process.

• Paid
• From 500$

Fal.ai is a high-performance platform offering lightning-fast inference for generative AI models, specializing in image and video generation with optimized processing speeds up to 4x faster than alternatives.

• Usage Based

General Reasoning is an AI research company developing intelligent and safe machines using reinforcement learning and novel reasoning models.

• Other

Synexa offers a simple, fast, and stable platform to deploy AI models with just one line of code. It provides cost-effective scaling and a world-class developer experience.

• Usage Based

LM Studio is a desktop application that allows users to run Large Language Models (LLMs) locally and offline, supporting various architectures including Llama, Mistral, Phi, Gemma, DeepSeek, and Qwen 2.5.

• Free

NodeTool is a visual AI prototyping studio allowing users to design and develop AI agent systems locally on their computer, emphasizing privacy and no-code workflow creation.

• Free

Graphlit is a RAG-as-a-Service platform that accelerates the development of AI applications and agents. It offers automated ETL, multimodal support, and easy integration for developers.

• Usage Based
• From 49$

Fetch.ai provides a platform for creating and deploying AI agents and services. It enables developers to build, deploy, and connect AI agents, fostering a scalable AI ecosystem.

• Other

PostgresML is an AI application platform that simplifies your architecture by bringing ML/AI capabilities directly into your Postgres database. It offers faster performance, lower costs, and enhanced data security.

• Usage Based

Metaflow is an open-source framework that simplifies the building and management of machine learning, AI, and data science projects. It provides tools for versioning, orchestration, and scaling compute resources.

• Free

Compare AI Models is a platform providing comprehensive comparisons and insights into various large language models, including GPT-4o, Claude, Llama, and Mistral.

• Freemium

GitRoll is a global developer passport that creates standardized, verifiable portfolios to showcase expertise and connect developers with opportunities. It empowers developers with a merit-based score, bridging talent gaps and promoting fair pay and global visibility.

• Free

AIJobLeads is a platform that lists AI-related job opportunities. It helps connect professionals with companies offering cutting-edge AI roles.

• Free

ComfyUIAsAPI.com transforms ComfyUI workflows into APIs, simplifying product development by handling infrastructure, hosting, and server management.

• Usage Based
• From 99$

The Full Stack offers courses and resources for building AI-powered products, covering everything from initial concept to deployment and continual learning.

• Free

Syntheticus utilizes Generative AI to produce high-quality, compliant synthetic data at scale, addressing real-world data challenges for AI/LLM, software testing, and analytics.

• Contact for Pricing

marimo is an open-source, reactive notebook for Python that offers reproducible execution, git-friendly collaboration, and easy deployment as scripts or apps.

• Free

Xorbits provides a platform for enterprises to transform their data into generative AI models, facilitating fine-tuning and deployment within their own infrastructure for enhanced data privacy and cost efficiency.

• Contact for Pricing

Striveworks Chariot is an MLOps platform that enables rapid building, deployment, and monitoring of machine learning models with full data and model auditability.

• Contact for Pricing

Vespa.ai is a platform for developing and running large-scale enterprise AI applications, leveraging big data, RAG, vector search, machine learning, and LLMs for fast and precise decision-making.

• Free Trial

Rendered.ai is a platform for generating physically accurate synthetic computer vision datasets to train AI and ML systems, overcoming data limitations and bias.

• Free Trial
• From 5000$

Janus Pro is an open-source multimodal AI model leveraging WebGPU for efficient, browser-based image generation and understanding.

• Free

TFLearn is a modular and transparent deep learning library built on top of Tensorflow, designed to provide a higher-level API to facilitate and speed-up experimentations.

• Free

AI Model Trend tracks the latest and most popular AI models from Replicate and Hugging Face, providing insights into current trends.

• Free

Flower AI is a unified framework facilitating federated learning, analytics, and evaluation across various workloads, ML frameworks, and languages.

• Free

PromptBase is a marketplace for buying and selling quality prompts that produce the best results and save you money on API costs.

• Freemium
• API

HPCC Systems is an open source big data platform designed for high-speed data engineering, analytics, and machine learning. It features robust performance, secure processing, and seamless scalability for building and managing data lakes.

• Free

Polyverse is a decentralized AI data engine, a "Decentralized Google" for the AI era, building the world's largest privacy-preserved global user data network. It utilizes FHE and ZKP technologies to protect user privacy.

• Contact for Pricing

Fastino is an AI research lab developing small, task-optimized language models for enterprises, focusing on accuracy, speed, and efficient deployment for PII redaction, data structuring, and more.

• Contact for Pricing

ezML offers a comprehensive computer vision service ecosystem, providing solutions for video analysis, synthetic data generation, and custom AI model development.

• Contact for Pricing

Cloudflare Agents provides a robust platform for developers to build agentic AI applications, utilizing Cloudflare's infrastructure for durable execution and serverless inference.

• Usage Based

Codecademy offers interactive online courses in programming, data science, AI, web development, and more. Learn essential tech skills through hands-on projects, quizzes, and AI-powered assistance.

• Freemium
• From 15$

PublicAI is a decentralized AI data infrastructure platform that enables global contributors to participate in AI training data creation and annotation while sharing revenue. It offers multi-modal data collection, labeling, and model evaluation services.

• Freemium

LangSearch is a Web Search API that offers natural language search and semantic reranking, providing clean and accurate context for LLM applications.

• Free

motleycrew is an open-source framework for building simple to complex multi-agent AI systems, allowing users to mix and match agents and tools from popular frameworks.

• Free

Banana provides serverless GPU infrastructure for AI inference hosting, designed for high-throughput and scalability. It offers autoscaling GPUs, pass-through pricing, and a full platform experience with DevOps tools.

• Paid
• From 1200$

Rerun is an open-source platform offering log handling and visualization tools for spatial and embodied AI, featuring fast multimodal data visualization and powerful query capabilities for robotics and AI applications.

• Freemium

Censius is an AI observability platform that provides automated monitoring, proactive troubleshooting, and model explainability tools to help organizations build and maintain reliable machine learning models throughout their lifecycle.

• Free Trial

AI10xer provides ready-to-use AI agent templates for engineering teams, enabling them to ship production-ready AI products quickly by skipping extensive infrastructure setup and configuration.

• Pay Once

PyTorch is an open-source machine learning framework facilitating the transition from research prototyping to production deployment, featuring distributed training and a robust ecosystem.

• Free

Bruinen Delta is a distributed SQLite database optimized for edge computing environments, enabling local data storage and synchronization for AI/ML workflows across devices, even with intermittent connectivity.

• Contact for Pricing

Marvin is a lightweight toolkit for building natural language interfaces that are reliable, scalable, and easy to trust.

• Free

AI Summer is a free educational platform providing comprehensive overviews, tutorials, and resources on AI and Deep Learning research and applications.

• Freemium