#+TITLE: SKILL: Ollama Provider Agent (Local Backend)
#+ID: skill-provider-ollama-agent
#+STARTUP: content

* Overview
The **Ollama Provider Agent** enables the use of local, privacy-preserving LLM models by integrating with a local Ollama instance. This allows the system to remain functional and sovereign even without external internet connectivity, utilizing models like `llama3` for neural reasoning.

* The Local Mandate
1. **Sovereignty:** Provide a fallback neural backend that does not rely on third-party cloud providers.
2. **Performance:** Interface with Ollama via its local API (typically over the Docker bridge).
3. **Simplicity:** Focus on standard text generation without complex streaming requirements for the initial implementation.

* Symbolic Implementation (The Logic)
The implementation focuses on the local network interaction with the Ollama daemon.

** Architectural Intent: Local Request Execution
This function communicates with the Ollama `/api/generate` endpoint. It specifies the model (defaulting to `llama3`) and ensures that the response is captured in a non-streaming format for easier symbolic processing.

#+begin_src lisp
(defun execute-ollama-request (prompt system-prompt)
  "Executes a completion request via local Ollama."
  (let* ((url "http://host.docker.internal:11434/api/generate")
         (body (cl-json:encode-json-to-string
                `((model . "llama3")
                  (system . ,system-prompt)
                  (prompt . ,prompt)
                  (stream . nil)))))
    (handler-case
        (let* ((response (dex:post url
                                   :headers '(("Content-Type" . "application/json"))
                                   :content body))
               (json (cl-json:decode-json-from-string response)))
          (cdr (assoc :response json)))
      (error (c)
        (format nil "(:type :LOG :payload (:text \"Ollama Failure - ~a\"))" c)))))

;; Register the backend
(org-agent:register-neuro-backend :ollama #'execute-ollama-request)
#+end_src

* Registration
#+begin_src lisp
(defskill :skill-provider-ollama
  :priority 100
  :trigger (lambda (context) nil)
  :neuro (lambda (context) nil)
  :symbolic (lambda (action context) action))
#+end_src