The next step was to provide the AI some context from the commands I had already tried within the terminal. Now, my AI shopper contains current commands I’ve run within the terminal in its prompt. This could possibly be one thing like, "Summarize the latest pull request in my GitHub undertaking named snyk-lakera." The agent will take this preliminary objective and use it to populate an underlying prompt that describes to the LLM that it is performing as an autonomous agent, defines what instruments can be found to it, what the preliminary immediate was, and how the LLM should construction its output. The illustration beneath reveals the method, the place we have now an preliminary prompt that provides the agent a process. Once the operate has been executed, the output is passed again to the LLM by way of a brand new immediate in order for the agent to determine whether the duty has been completed or if further tools have to be executed to fulfill the unique goal. In our GitHub pull request summary instance, the LLM would possible respond that it needs to use a specific GitHub tool to listing the pull requests for that venture, with the suitable function parameters to move, which must be the repository name.

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