Top AI tools for Machine Learning Engineer

Swarms is a platform for accessing and discovering AI tools, agents, and prompts. It offers various subscription plans, including a free tier with pay-per-use pricing.

• Freemium

Dagster is a data orchestrator designed for data engineers to build and manage data platforms. It enables rapid development, testing, and confident deployment of data pipelines.

• Paid
• From 10$

CGFT offers custom Large Language Models (LLMs) specifically trained for engineering teams, providing secure deployment in VPC and optimization across the software development lifecycle.

• Contact for Pricing

Your Personal AI provides enterprise-grade AI solutions to automate workflows, enhance decision-making, and drive business growth. Services include data collection, annotation, AI consulting, and custom AI development.

• Contact for Pricing

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

Langfuse provides an open-source platform for tracing, evaluating, and managing prompts to debug and improve LLM applications.

• Freemium
• From 59$

Literal AI streamlines the development of LLM applications, offering tools for evaluation, prompt management, logging, monitoring, and more to build production-grade AI products.

• Freemium

Milvus is an open-source vector database designed for GenAI applications. It offers high-speed searches and scales to billions of vectors with minimal performance loss.

• Freemium

DSPy is a framework that enables developers to program language models using modular Python code instead of prompts, offering algorithms for optimizing their prompts and weights for various AI applications like classifiers, RAG pipelines, and agent loops.

• Free

AIModels.fyi tracks and curates the latest AI papers, models, and tools, saving you time and keeping you informed of significant advancements.

• Free Trial
• From 9$

LlamaEdge is a lightweight and fast local LLM runtime and API server, powered by Rust & WasmEdge, designed for creating cross-platform LLM agents and web services.

• Free

LMCache is an open-source Knowledge Delivery Network (KDN) designed to accelerate LLM applications, making them up to 8x faster and more cost-effective. It improves performance for AI chatbots and RAG queries through prompt caching and KV cache compression.

• Free

Sigma AI provides high-quality data annotation services for training Generative AI and Large Language Models (LLMs). They offer data labelling, strategy, collection, and human-in-the-loop processes.

• Contact for Pricing

Promptve offers advanced AI prompt version control, debugging, optimization, and collaboration tools for teams developing AI applications. Streamline prompt engineering with Git-like workflows and real-time AI analysis.

• Freemium
• From 15$

Quasara 'Synapsis' is a vectorization engine that transforms visual data into vector embeddings. It's designed for applications in autonomous driving, infrastructure inspection, earth observation, and manufacturing.

• Contact for Pricing

LM Studio is a user-friendly desktop application that allows users to run various large language models (LLMs) locally and offline, including Llama 2, PN3, Falcon, Mistral, StarCoder, and GEMMA models from Hugging Face.

• Free

Thinc is a lightweight deep learning library that allows users to switch seamlessly between PyTorch, TensorFlow, and MXNet models, featuring advanced type checking and efficient configuration management.

• Free

Tensorplex is a blockchain-AI integration platform that provides infrastructure and tools for decentralized AI development, including liquid staking, validation services, and high-quality dataset generation.

• Contact for Pricing

AI Grant provides financial support ranging from $5,000 to $50,000 for innovative open-source AI projects, offering both compute resources and cash grants to advance artificial intelligence research and development.

• Other

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

• Free

LM-Kit provides .NET developers with tools for AI agent customization, creation, and orchestration. It enables multimodal generative AI systems integration in C# and VB.NET applications.

• Paid
• From 1000$

Chroma is an open-source database solution designed specifically for AI applications, offering integrated embeddings, vector search, document storage, and multi-modal retrieval capabilities.

• Free

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

• Usage Based

Deeptrain allows you to use video content with language models, similar to how you use text and images. It supports over 200 language models and integrates with platforms like YouTube.

• Free Trial

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

• Free

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

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

AMOD provides a platform for deploying various Large Language Models like Llama, Claude, Titan, and Mistral quickly via API, facilitating easy integration and scaling for businesses.

• Free Trial
• From 20$

PyImageSearch offers tutorials, books, and courses for learning Computer Vision, Deep Learning, and OpenCV, catering to both beginners and experts.

• Freemium

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

• Free

AIxBlock is a decentralized platform for AI development and deployment, offering access to computing power, AI models, and human validators. It ensures privacy, scalability, and cost savings through its decentralized infrastructure.

• Freemium
• From 69$

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$

Foundry Cloud Platform offers on-demand access to NVIDIA GPUs for machine learning tasks, with flexible pricing and no long-term commitments.

• Usage Based

Surge AI, the world's largest RLHF platform, provides elite human data labeling for large language models in over 40 languages, trusted by top AI companies.

• Contact for Pricing
• API

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

• Free

CodeComplete is an AI-powered coding assistant developed specifically for enterprises that comes with a comprehensive suite of tools to enhance end-to-end developer workflow.

• Contact for Pricing
• API

Prepair is an AI platform for job candidates to practice personalized interviews and track performance, and for recruiters to streamline hiring with AI-driven candidate screening and analysis.

• Freemium

NodeAI provides a decentralized platform connecting users who need GPU power for AI tasks with those willing to lend their computing resources.

• Usage Based
• From 101$

LLM Explorer is a comprehensive platform for discovering, comparing, and accessing over 46,000 open-source Large Language Models (LLMs) and Small Language Models (SLMs).

• Free

CAMEL AI is an open-source community focused on scaling laws of agents for data generation, world simulation, and task automation.

• Free

Wale IDE offers a user-friendly environment for creating and running custom prompts with data integration, parameter tuning, and history tracking for enhanced prompting efficiency.

• Free Trial
• API

Pathway is a scalable data processing framework that enables you to build and power AI/ML applications with live data and real-time pipelines. It offers easy data ingest from 300+ sources and supports real-time features, live vector search, and anomaly alerts.

• Freemium
• From 499$

Extractor API provides clean text and metadata extraction from articles, web pages, and PDFs using AI, handling complexities like IP rotation and JavaScript rendering. Ideal for AI/ML data collection.

• Freemium

Toloka AI provides expert data for SFT and RLHF, offering access to skilled experts in over 20 domains and 40 languages to elevate your machine learning models.

• Contact for Pricing

Label Studio is an open-source data labeling platform that enables users to annotate various data types including GenAI, images, audio, text, time series, and video for machine learning model training and validation.

• Freemium

BabyAGI is an open-source, experimental Python framework designed for developing autonomous agents capable of building themselves, featuring a function management system and dashboard.

• Free

Answer.AI is an AI research and development lab focused on translating foundational AI research into practical, end-user products and open-source tools.

• Free

Oumi provides an open, collaborative platform for researchers and developers to build, evaluate, and deploy state-of-the-art AI models, from data preparation to production.

• Contact for Pricing

Hegel AI provides a developer platform for building, monitoring, and improving large language model (LLM) applications, featuring tools for experimentation, evaluation, and feedback integration.

• Contact for Pricing

Improve AI is a machine learning platform utilizing XGBoost and reinforcement learning for contextual scoring, ranking, and decision-making across Python, Swift, and Java applications.

• Free