PromptForge - AI Prompt Generation and Optimization Workbench

What is PromptForge

PromptForge is a powerful AI cue engineering workbench that helps users efficiently create, test, and optimize AI cues.PromptForge provides optimization suggestions through intelligent generation features, supports multi-model comparison and dynamic parameter tuning, and gives users the flexibility to compare the results of different models.PromptForge is equipped with a systematic evaluation engine that automatically generates a comprehensive test suite covering multiple dimensions of robustness, safety, accuracy, and creativity. PromptForge is equipped with a systematic evaluation engine that automatically generates a comprehensive test suite covering robustness, security, accuracy and creativity. PromptForge is suitable for both professional users and developers, transforming prompt engineering from an art to a science for a wide range of applications including content creation, education, enterprise customer service, game development, and data analytics.

PromptForge's main features

• intelligent generation (religion): Provide users with efficient and accurate cue generation suggestions to help quickly build high-quality cue content.
• in-depth analysis: Provide immediate optimization feedback on the prompts before formal testing, and assess their quality in depth to ensure the accuracy and effectiveness of the prompts.
• full-scale testing: The systematic evaluation engine automatically generates a test suite covering multiple dimensions such as robustness, security, accuracy and creativity to evaluate the performance of cue words in all aspects.
• Multi-model comparisonIt supports many mainstream AI models (e.g. Claude, GPT-4, etc.), and users can dynamically adjust the parameters, flexibly compare the effects of different models, and choose the most suitable model.
• Efficient management: Provides a powerful cue library that supports search, tagging, history, filtering, and export and import functions, making it easy for users to manage and reuse cue words.
• version control: Ensure that user-verified and validated cues are not lost, facilitate traceability and reuse, and safeguard the continuous optimization and improvement of cues.

PromptForge's official website address

• GitHub repository:: https://github.com/insaanimanav/prompt-forge

How to use PromptForge

• Installation via Docker::
  • Pulling a Docker image::

docker run -d -p 8080:8080 -e ANTHROPIC_API_KEY="your-key" ghcr.io/insaanimanav/prompt-forge:main

• • • -d Indicates running in the background.
    • -p 8080:8080 Maps the container's port 8080 to the host's port 8080.
    • -e ANTHROPIC_API_KEY="your-key" configure Anthropic API key (if using the Anthropic model).
    • interchangeability "your-key" for your actual API key.
  • Access platforms: Open your browser and visit http://localhost:8080You can start using PromptForge now.
• Clone the code and run it locally:
  • clone warehouse::

git clone https://github.com/insaanimanav/prompt-forge.git

• • Go to the project directory::

cd prompt-forge

• • Run the startup script::

./start.sh

• • Access platforms: Open your browser and visit http://localhost:8080You can start using PromptForge now.
•  Configuring Environment Variables::
  • Copy the sample configuration file::

cp .env.example .env

• • compiler .env file: In .env file to add your API key, for example:

ANTHROPIC_API_KEY=sk-ant-api03-...
OPENAI_API_KEY=sk-...
AZURE_OPENAI_API_KEY=your-key
AZURE_OPENAI_BASE_URL=https://your-resource.openai.azure.com
OLLAMA_BASE_URL=http://localhost:11434
DEFAULT_AI_PROVIDER=ollama

• • Fill in the corresponding API key and configuration according to the model used.
• Using PromptForge::
  • Smart Tip GenerationPromptForge generates optimized prompts based on AI models to provide intelligent suggestions.
  • Advanced Tip Analysis: PromptForge provides instant optimization feedback and in-depth analysis before testing.
  • Systematic Evaluation Engine: Automatically generate comprehensive test suites covering multiple dimensions such as robustness, security, accuracy and creativity. Further optimize cues based on test results.
  • Multi-model comparison: Dynamically adjust the parameters, compare the effect of different models, and choose the most suitable model.

PromptForge's Core Benefits

• Smart Tip Generation: Quickly generate high-quality cues with AI models that provide intelligent optimization recommendations.
• In-depth analysis and feedback: Provide immediate optimization feedback and in-depth assessment of cue word quality prior to testing.
• Systematic Evaluation Engine: Automatically generate comprehensive test suites covering multiple dimensions such as robustness, security, accuracy and creativity.
• Multi-model comparison testSupport a variety of mainstream AI models, dynamically adjust the parameters, and flexibly compare the effects of different models.
• Efficient cue word management: Provides search, tagging, history, filtering and export and import functions for easy management and reuse of cue words.
• Performance Analysis and Tracking: Track the performance of cue words in different scenarios and provide visual reports to help continuous optimization.

Who PromptForge is for

• content creator: Quickly generate high-quality copy, story outlines, and social media content to boost creative productivity.
• educator: Generate syllabus and exam questions for teachers and study tips for students to optimize teaching and learning.
• Enterprise Customer Service: Optimize the dialogue prompts of intelligent customer service systems to improve problem resolution efficiency and customer satisfaction.
• game developer: Assist in generating plot clues, character dialogues and quest hints to enhance the interactivity and fun of the game.
• Data Analyst: Helps generate data report templates, analysis tips, and high-quality analytical content.