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    Home»Crypto»New Developer Tools Enable Lightning And AI Communities To Build Cost-Effective LLM Tooling
    Crypto

    New Developer Tools Enable Lightning And AI Communities To Build Cost-Effective LLM Tooling

    AuthorBy AuthorJuly 8, 2023No Comments2 Mins Read
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    Yesterday, Olaoluwa Osuntokun and Michael Levin of Lightning Labs announced the release of a new set of developer tools aimed at empowering the Lightning and AI developer communities to create inclusive and cost-effective Large Language Model (LLM) tooling. These tools use the Lightning Network and bitcoin to seamlessly integrate with LLMs. They are built on the L402 protocol, a Lightning native authentication mechanism and Langchain, a library that simplifies working with AI agents by incorporating external data for advanced functionality.

    One of the tools included in the release is LangChainBitcoin, which enables Langchain agents to interact directly with Bitcoin and the Lightning Network. This includes features such as LLM Agent Bitcoin Tools, which uses OpenAI GPT function calls so developers can create agents capable of holding bitcoin balances, sending/receiving bitcoins on Lightning and driving with LND nodes. Another tool, L402 HTTP API Traversal, is a Python wrapper for the LangChain LLM chain (APIChain) that allows agents to access L402 fee-metered APIs seamlessly.

    Aperture, a drop-in reverse proxy server, is also part of the release. It implements the L402 protocol and turns any API into a pay-per-use resource gated through the L402 functionality of the Lightning Network. The latest version of Aperture now supports the Lightning Node Connect protocol, which enables compatibility with various Lightning Nodes, such as Voltage, Umbrella, Start9, Raspiblitz and BTCPayServer.

    The L402 protocol, introduced in 2020, is a standard for payment-metered APIs designed to use the existing HTTP 402 Payment Required status response code. It combines bitcoin and the Lightning Network to enable global micropayments for API payments. The protocol allows authentication and billing per use of native internet services, solving challenges faced by the AI ​​developer community, such as the high cost of GPU training and limited access to advanced LLM model.

    By providing these developer tools, the creators aim to make AI infrastructure easier for humans and AI agents. They are especially excited about the AI4ALL hackathon, which will take place this month, where developers will be able to use these tools to unleash their creativity and innovation. The Lightning and AI communities are encouraged to explore the potential of these new tools and contribute to the development of the web powered by the Lightning engine.

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