Best AI LLMOps & Frameworks AI Tools

API / platform

Build, compare, and deploy large language model apps with Scale Spellbook.

Local LLM Red-Teaming Tool

Highly optimized LLM inference engine in pure C++

An open-source framework for building production-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluations, and experimentation.

An open-weight model that competes with LLaMA, offering a balance between performance and efficiency. Mistral can run on local servers or personal hardware for high-performance, private deployment of language models.

APIPark is an open-source enterprise API developer portal designed to streamline the management of large language models (LLMs) in production environments...

Dify.ai is an open-source platform for developing large language model (LLM) applications, capable of building agents, orchestrating AI workflows, managing models, and utilizing a Retrieval-Augmented

European frontier AI models with open and closed options

Snowflake's new Cortex platform offers a streamlined solution for developing Large Language Model (LLM) applications with ease, speed, and security. Leveraging Snowflake's robust architecture, Cortex

Klu is an all-in-one LLM App Platform that allows users to experiment, version, and fine-tune GPT-4 Apps. It supports collaborative prompt engineering, enabling teams to explore, save, and prototype c

An open-weight model that competes with LLaMA, offering a balance between performance and efficiency. Mistral can run on local servers or personal hardware for high-performance, private deployment of language models.

Build, deploy AI apps easily; no-code, multi-model integration.

Automates and monitors LLMs for quality, compliance, and performance.

A framework for developing applications powered by language models.

Open-source LLMOps platform for prompt management, LLM evaluation, and observability. Build, evaluate, and monitor production-grade LLM applications. [#opensource](https://github.com/agenta-ai/agenta)

Evaluate, test, and ship LLM applications with a suite of observability tools to calibrate language model outputs across your dev and production lifecycle.

A local Word Add-in for you to use local LLM servers in Microsoft Word. Alternative to "Copilot in Word" and completely local.

The open-source LLM observability for developers.

Agents-Flex is a powerful Java framework designed for large language model (LLM) applications. This lightweight and elegantly simple framework provides de...

Open-source LLM engineering platform that helps teams collaboratively debug, analyze, and iterate on their LLM applications. [#opensource](https://github.com/langfuse/langfuse)

An AI platform providing a range of tools for language model fine-tuning, deployment, and usage.

Enterprise-grade LLM for business applications

Open Interpreter is an innovative platform that allows Large Language Models (LLMs) to execute code directly on your computer, enabling the automation and completion of various tasks. With 49,000 star

Flowise is a powerful open-source low-code tool designed for developers to build customized Large Language Model (LLM) orchestration flows and AI agents. With Flowise, developers can easily extend and

Scoopika is a leading open-source platform revolutionizing the development of multimodal Large Language Model (LLM) applications. It simplifies the creation of AI agents capable of interacting with te

Open Source LLM Native Mock API Test Engine

Developer platform

Multilingual, multimodal, scalable AI tool; open-source.

Full-stack LLMOps platform to monitor, manage, and improve LLM-based apps.

Load and run large LLMs locally to use in your terminal or build your apps.

Open-source drag-and-drop LLM app and chatbot builder

The open-source LLM observability for developers.

The open-source LLM observability for developers.