Top AI tools for Machine Learning Engineer

Jina AI provides frontier models for high-quality enterprise search and RAG systems, offering solutions for embedding, reranking, classifying, and segmenting data.

• Usage Based

GptSdk streamlines AI prompt management by integrating with your version control system. Store, manage, test, and execute prompts with enhanced collaboration and zero latency.

• Freemium
• From 25$

Deep Infra is a serverless ML platform offering access to top AI models through a simple API, with pay-per-use pricing and automatic scaling capabilities.

• Usage Based

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

• Free

Embedditor is an open-source embedding tool designed to optimize metadata and tokens for more efficient and accurate vector search in large language models (LLMs).

• Free
• API

Mobius Labs offers Aana, an open-source multimodal AI framework focused on delivering highly accurate and efficient AI models for text, audio, and video processing, significantly reducing compute costs and time.

• Contact for Pricing

Agenta is an LLM engineering platform offering tools for prompt engineering, versioning, evaluation, and observability in a single, collaborative environment.

• Freemium
• From 49$

OpenCV is the world's largest open-source computer vision library, offering over 2500 optimized algorithms for real-time applications. It's free for commercial use and supports multiple platforms and programming languages.

• Free

EleutherAI is a research institute focused on advancing and democratizing open-source AI, particularly in language modeling, interpretability, and alignment. They train, release, and evaluate powerful open-source LLMs.

• Free

Haystack is a highly customizable, open-source AI framework designed for building production-ready applications with leading LLM providers and AI tools. It offers flexible components and pipeline architecture for various use cases, from simple RAG applications to complex agent workflows.

• Free

Rezon is an AI platform that provides cutting-edge explainability for your AI models, ensuring fair and trustworthy automated decision-making.

• Contact for Pricing

tagtog is a versatile text annotation platform designed for creating AI training data, supporting manual and automatic annotation, collaboration, and PDF processing.

• Freemium

Data Science Dojo is an e-learning platform offering online and in-person bootcamps and courses in data science, AI, and Large Language Models for all skill levels.

• Freemium

Weavel optimizes prompts for LLM applications, achieving significantly higher performance than manual methods. Streamline your workflow and enhance your AI's accuracy with just a few lines of code.

• Freemium
• From 250$

PromptMage is a Python framework that streamlines the development of complex, multi-step applications powered by Large Language Models (LLMs), offering version control, testing capabilities, and automated API generation.

• Other

Adaptive ML provides a platform to evaluate, tune, and serve the best LLMs for your business. It uses reinforcement learning to optimize models based on measurable metrics.

• Contact for Pricing

Scorecard.io is an evaluation platform designed for testing and validating production-ready Generative AI applications, including LLMs, RAG systems, agents, and chatbots. It supports the entire AI production lifecycle from experiment design to continuous evaluation.

• Contact for Pricing

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$

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$

Rubra provides a collection of open-weight large language models (LLMs) enhanced with tool-calling capabilities, ideal for building AI agents.

• Free

Kluster.ai is a developer-focused AI cloud platform for deploying, scaling, and fine-tuning various AI models with cost-effective, adaptive inference options.

• Usage Based

ONNX is an open format for representing machine learning models, enabling interoperability between different AI frameworks, tools, runtimes, and compilers.

• Free

FlexAI provides universal AI compute, empowering developers to build and deploy AI solutions seamlessly across various hardware architectures. They optimize workload and energy efficiency for AI infrastructure.

• Contact for Pricing

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

TuneMyAI offers a fast and easy way to finetune and deploy Stable Diffusion models. It handles MLOps, allowing users to focus on product development.

• Paid

Faiss is a library developed by Meta AI for efficient similarity search and clustering of dense vectors, supporting large datasets and GPU acceleration.

• Free

CodableAI is a comprehensive vector database platform offering advanced APIs for embedding generation, vector search, and database management. It enables businesses to create real-time AI applications with capabilities for processing up to 80K tokens and managing up to 50 million vectors.

• Contact for Pricing

Roe AI simplifies data extraction, classification, and search with AI-powered SQL for documents, webpages, videos, images, and audio.

• Free Trial
• API

Snorkel Flow is an AI data development platform that accelerates the creation of production AI applications by enabling programmatic data labeling, annotation, and development.

• Contact for Pricing

Opticonomy is a decentralized marketplace transforming how AI agents are created, used, and evaluated, leveraging blockchain technology for a fair and innovative AI ecosystem.

• Contact for Pricing

FileMarket AI is a data platform that collects, validates, and labels high-quality datasets for AI training through human contributors and AI agents, offering fair compensation to data providers.

• Usage Based

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

ProjectAI is an AI-assisted learning platform guiding users through building real-world projects in software engineering, web development, data science, and more.

• Paid

Manning Publications offers a comprehensive library of books, videos, and projects focused on AI, machine learning, software development, and data science. Access a wide range of learning materials through subscriptions or individual purchases.

• Freemium
• From 20$

AI Guru offers expert services in Artificial Intelligence, Machine Learning, and Deep Learning, including training, mentoring, and prototyping.

• Contact for Pricing

OpenTools provides a unified API enabling developers to connect Large Language Models (LLMs) with a diverse ecosystem of tools, simplifying integration and management.

• Usage Based

MemPrompt is a method designed to enhance large language models like GPT-3 post-deployment by utilizing user feedback. It maintains a memory of past errors and corrections to prevent the repetition of mistakes.

• Free

Apache Spark is a multi-language engine for executing data engineering, data science, and machine learning on single-node machines or clusters.

• Free

DataGym is an AI-powered training data and image annotation platform that helps data scientists and ML experts label images up to 10x faster with AI-assisted annotation tools and complete project management capabilities.

• Freemium
• From 19$

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

• Free

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

Foresight AI is a Silicon Valley-based platform that provides a training academy for autonomous vehicles and mobile robots using semantic 3D data and real-world driving scenarios.

• Contact for Pricing

Datacurve provides high-quality, vetted coding data to build capable models and applications. Their data is curated by experienced software engineers, ensuring accuracy and robustness for generative AI and foundational model research.

• Contact for Pricing

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

Autoblocks is a collaborative testing and evaluation platform for LLM-based products that automatically improves through user and expert feedback, offering comprehensive tools for monitoring, debugging, and quality assurance.

• Freemium
• From 1750$

FriendliAI provides a high-performance platform for accelerating generative AI inference, enabling fast, cost-effective, and reliable deployment and serving of Large Language Models (LLMs).

• Usage Based

Tractatus is a platform for building and deploying generative AI use cases. It allows businesses to combine foundation models with their own data, enabling rapid development and deployment.

• Contact for Pricing

Weaviate is an open-source vector database that enables developers to build AI-native applications with improved search capabilities, reduced hallucination, and enhanced data security. It supports hybrid search, RAG, and generative feedback loops.

• Freemium
• From 25$

Rabbitt.AI helps enterprises develop reliable Generative AI solutions, including custom large language models, by leveraging their own data through expert consultation, data annotation, and dataset curation.

• Contact for Pricing

ComfyOnline provides a cloud-based environment for running ComfyUI workflows without needing expensive hardware or complex setups. It allows users to generate APIs from their workflows for easy AI application development.

• Usage Based
• From 25$