NousResearch/hermes-agent
Hermes Agent is a self-improving AI agent by Nous Research designed to learn from experience, create and refine skills, and maintain knowledge across sessions.
Awesome AI Agents › AI-Powered Agents
Integuru-AI/Integuru
Integuru is an innovative AI agent designed to generate integration code by reverse-engineering the internal APIs of various platforms without requiring permission. The core functionality revolves around analyzing browser network requests captured in HAR files and cookies to understand how platforms' internal endpoints work. Users trigger actions in their browsers, and Integuru processes the network traffic to identify the requests responsible for those actions. It then constructs a dependency graph of these requests, mapping out how different requests depend on each other, including dynamic parameters that are fetched from other requests. This graph is used to generate runnable Python code that replicates the desired action by hitting the platform's internal APIs directly. The project supports input variables for customizing the generated integration, such as specifying parameters like the year for document downloads. It leverages OpenAI's advanced language models (like GPT-4o and o1-preview) to analyze and generate the code, with a recommended setup involving environment variables for API keys and Python dependencies managed via Poetry. The tool can be run from the command line or through a Jupyter Notebook interface. Integuru is particularly useful for automating interactions with platforms that do not provide public APIs or where official integrations are limited. It can handle complex workflows by understanding the sequence and dependencies of network requests, including authentication and session management. The project also includes unit tests and a continuous integration workflow to ensure code quality. It addresses challenges such as two-factor authentication by requiring users to complete 2FA manually and then use the resulting session tokens. Overall, Integuru offers a powerful solution for developers and automation engineers looking to create custom integrations by leveraging AI to reverse-engineer platform APIs, enabling permissionless and flexible automation.
https://github.com/Integuru-AI/Integuru
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