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Fuck You, Show Me The Prompt.

Categories: Text & Writing, Coding & Developer Tools, Productivity  |  Pricing: Free  |  Official Website ↗

Quickly understand inscrutable LLM frameworks by intercepting API calls.

Quickly understand inscrutable LLM frameworks by intercepting API calls.

Key Features

• Intercepts LLM API calls
• Reveals underlying prompts
• Uses mitmproxy for traffic inspection
• Supports various LLM frameworks
• Helps evaluate framework necessity
• Identifies API call patterns

Pros

• Quickly understand LLM frameworks
• Intercepts API calls without source code
• Framework-agnostic approach
• Minimizes accidental complexity
• Open-source and free tool (mitmproxy)

Cons

• Requires technical setup (mitmproxy)
• May not be suitable for non-technical users
• Focuses on understanding, not direct improvement
• Relies on external proxy tool

Use Cases

• Understanding how LLM frameworks construct prompts
• Debugging unexpected LLM outputs
• Optimizing prompts by seeing framework-generated ones
• Evaluating the necessity of an LLM abstraction
• Learning best practices for prompt engineering

Best For

• LLM developers and engineers
• Researchers evaluating LLM frameworks
• Anyone debugging LLM interactions
• Users wanting to optimize LLM prompts

Integrations: Langchain, Instructor, DSPy, Guardrails, Guidance

Platforms: mac, windows, linux, api

Watch demo on YouTube ↗

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