Hello there, this project is about building a useful interface into the GPT language model from Clojure.

It's a work in progress, but it has a working in-memory conversation manager (conversational memory) and a rudimentary WIP task manager (agents).

It's early days, but I intend to use this in my work and also to learn the fundamentals of interacting with language models.

If you're interested, want to help, or need help you can find me in the #multi-gpt channel on the Clojurians slack.

• In memory Conversation Manager
  • Keeps track of multiple conversations and manages sending the full message context on each chat request.
• In memory Task Manager
  • Beginnings of agents.

• External memory architecture presented in the paper: Generative Agents: Interactive Simulacra of Human Behavior
• External tool usage
• Durable Conversation Manager
• Durable Task Manager
• Better notebook support / examples?

Here's how to get started with the conversation manager, which you can also find in the examples under basic_conversation.clj

(require '[multi-gpt.repl-interface :refer :all]
         '[clojure.pprint :refer [pprint]])
;;
;; Run below if you want to use portal to see the output
;;
(require '[portal.api :as p])
(def p (p/open {:launcher :vs-code}))
(add-tap #'p/submit)
;;
;; Setup the system (includes a conversation manager)
;;
(def system (setup-system "api-key"
                          "org-id"
                          "gpt-3.5-turbo"))
;;
;; Create a conversation
;;
(def conversation (create-conversation system))

;;
;; Create a convenience function for chatting as the user role ;;
;;
(def chat (fn [message] 
              (update-conversation system conversation [{:role "user" :content message}])))

;;
;; Add a watch to print to the REPL (I also use portal and tap>)
;;
(add-watch (-> system :conversation-manager :db)
            :on-update
            (fn [_ _ _ new-state]
              ;;
              ;; If you want to view output with portal uncomment this
              ;;
              #_(tap>  (with-meta (update (get new-state (:id conversation))
                                          :messages
                                          reverse)
                        {:portal.viewer/default :portal.viewer/tree}))
              ;;
              ;; Comment out below if using portal
              ;;
              (pprint
                (get new-state (:id conversation)))))

;;
;; Initialize your conversation with a system prompt
;; This is also a reasonable place to add example messages if needed
;;
(update-conversation 
 system 
 conversation 
 [{:role "system" :content "You will help me develop the next breakthrough in distributed systems."}])

;;
;; Engage in conversation
;;
(chat "Please provide the most cutting edge research topics about these systems.")    

Copyright 2023 Cameron Barre

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