Promptflow

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Promptflow is an open-source tool for building high-quality LLM applications. It supports the entire lifecycle from prototyping to deployment and monitoring.

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At a glance

Pricing

free

Free tier

Yes

API

—

Skill level

Technical

About

What is promptflow?

Promptflow is an open-source tool specifically designed to streamline the development of large language model (LLM) applications. It provides comprehensive support across the entire application lifecycle, starting from initial prototyping and extending through rigorous testing phases. The tool also facilitates seamless production deployment and offers capabilities for ongoing monitoring of LLM applications, ensuring their robust and reliable operation. Its primary goal is to empower developers to create high-quality, AI-powered applications efficiently.

Best used for

Building, testing, deploying, and monitoring high-quality large language model applications throughout their entire lifecycle.

Common actions

Build LLM applications

Test AI models

Deploy AI solutions

Monitor AI performance

Develop AI prototypes

workflowslow-code/no-codeautomated workflowcollaborationdeepfakegithub copilot"AI Agents"open-sourceface swapping

Capabilities

Key features

Open-source tool
LLM application development
Full lifecycle support
Prototyping and testing
Deployment and monitoring

Target Audience

AI DevelopersMachine Learning EngineersSoftware Engineers

Integrations

Not yet documented

Pricing & Plans

free

Free

FAQs

What are the typical infrastructure costs associated with deploying LLM applications built with Promptflow, even though Promptflow itself is free?

While Promptflow is open-source and free, users will incur costs for the underlying cloud resources (e.g., Azure, AWS, GCP) used to host their LLMs and run the Promptflow runtime. These costs depend on the LLM size, inference volume, and chosen cloud services.

Does Promptflow integrate with popular LLM providers like OpenAI, Hugging Face, or custom-trained models?

Yes, Promptflow is designed for flexibility and supports integration with various LLM providers, including OpenAI, Hugging Face models, and custom-trained models. It provides connectors and a flexible framework to incorporate different LLM APIs and services.

What kind of monitoring capabilities does Promptflow offer for deployed LLM applications?

Promptflow offers capabilities for monitoring key metrics of deployed LLM applications, such as latency, token usage, and response quality. It helps track performance, identify issues, and ensure the reliable operation of your AI-powered applications in production.

Can Promptflow be used for collaborative development among multiple team members?

As an open-source tool, Promptflow supports collaborative development through standard version control systems like Git. Teams can share, review, and iterate on prompt flows, fostering efficient teamwork in building LLM applications.

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Open Source & Models Code Assistants DevOps & Infrastructure No-Code / Low-Code Testing & QA Backend & APIs

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AI Agents & Automation › Workflow Agents AI Agents & Automation › AI Frameworks & Infra

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