CoSupport AI
PromptMage
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Promptotype
PromptMage
PromptMage is a comprehensive Python framework designed to streamline the development of Large Language Model (LLM) based applications. This self-hosted solution offers an intuitive interface for creating and managing complex LLM workflows, complete with integrated version control capabilities and a robust testing environment.
The framework stands out with its FastAPI-powered automatic API generation, built-in prompt playground for rapid iteration, and comprehensive evaluation tools for both manual and automatic testing. While currently in alpha state, it provides essential features for developers and organizations looking to build reliable LLM applications with proper version control and collaboration features.
Promptotype
Promptotype offers a comprehensive environment dedicated to structured prompt engineering. It equips users with the necessary tools to develop, rigorously test, and effectively monitor tasks involving Large Language Models (LLMs). The platform simplifies the process of designing intricate prompt templates through an extended playground interface, enhancing the development workflow.
Users can define specific test queries, validate outputs against expected JSON schemas or values, and leverage an automatic fill feature for expected results. Promptotype supports batch testing of prompts across entire query collections, suitable for both development cycles and production readiness checks. It centralizes the management of prompt templates and model configurations, tracks the history of runs and tests, and integrates support for function calling, providing a robust solution for LLM application development.
Pricing
PromptMage Pricing
PromptMage offers Other pricing .
Promptotype Pricing
Promptotype offers Freemium pricing with plans starting from $6 per month .
Features
PromptMage
- Version Control: Built-in tracking system for prompt development and collaboration
- Prompt Playground: Interactive interface for testing and refining prompts
- Auto-generated API: FastAPI-powered automatic API creation for easy integration
- Evaluation Tools: Manual and automatic testing capabilities for prompt validation
- Type Hints: Comprehensive type hinting for automatic inference and validation
- Self-hosted Solution: Complete control over deployment and infrastructure
Promptotype
- Structured Prompt Engineering Playground: Design prompt templates in an advanced interface.
- Automated Testing: Define test queries with expected JSON schemas or values and test against entire collections.
- Function Calling Support: Integrate and test prompts using function calling capabilities.
- Run & Test History Tracking: Maintain a history of all runs and test results (available in paid plans).
- Scheduled Automated Tests: Set up periodic tests with email summaries (available in paid plans).
- UI for Fine-Tuning: Automatically create fine-tuned models from query collections (available in paid plans).
- Prompt & Model Management: Keep prompt templates and model configurations organized in one place.
Use Cases
PromptMage Use Cases
- Building complex LLM-based applications
- Managing and versioning prompt development
- Testing and validating LLM workflows
- Collaborating on prompt engineering
- Deploying LLM applications with API integration
- Research and development of AI applications
Promptotype Use Cases
- Developing and refining prompts for LLM applications.
- Testing LLM performance against specific criteria and expected outputs.
- Monitoring the consistency and reliability of LLM responses over time.
- Managing prompt versions and model configurations for different tasks.
- Fine-tuning models based on successful query collections.
- Collaborating on prompt engineering projects within a team (Team plan).
PromptMage
Promptotype
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