package main import ( "elefant/models" "encoding/json" "regexp" "time" ) var ( // TODO: form that message based on existing funcs basicSysMsg = `Large Language Model that helps user with any of his requests.` toolCallRE = regexp.MustCompile(`__tool_call__\s*([\s\S]*?)__tool_call__`) toolSysMsg = `You're a helpful assistant. # Tools You can do functions call if needed. Your current tools: [ { "name":"recall", "args": "topic", "when_to_use": "when asked about topic that user previously asked to memorise" }, { "name":"memorise", "args": ["topic", "info"], "when_to_use": "when asked to memorise something" }, { "name":"recall_topics", "args": null, "when_to_use": "once in a while" } ] To make a function call return a json object within __tool_call__ tags; Example: __tool_call__ { "name":"recall", "args": "Adam" } __tool_call__ When done right, tool call will be delivered to the 'tool' agent. 'tool' agent will respond with the results of the call. After that you are free to respond to the user. ` systemMsg = toolSysMsg sysMap = map[string]string{"basic_sys": basicSysMsg, "tool_sys": toolSysMsg} sysLabels = []string{"cancel", "basic_sys", "tool_sys"} ) /* consider cases: - append mode (treat it like a journal appendix) - replace mode (new info/mind invalidates old ones) also: - some writing can be done without consideration of previous data; - others do; */ func memorise(args ...string) []byte { agent := assistantRole if len(args) < 2 { logger.Warn("not enough args to call memorise tool") return nil } memory := &models.Memory{ Agent: agent, Topic: args[0], Mind: args[1], UpdatedAt: time.Now(), } store.Memorise(memory) return nil } func recall(args ...string) []byte { agent := assistantRole if len(args) < 1 { logger.Warn("not enough args to call recall tool") return nil } mind, err := store.Recall(agent, args[0]) if err != nil { logger.Error("failed to use tool", "error", err, "args", args) return nil } return []byte(mind) } func recallTopics(args ...string) []byte { agent := assistantRole topics, err := store.RecallTopics(agent) if err != nil { logger.Error("failed to use tool", "error", err, "args", args) return nil } data, err := json.Marshal(topics) if err != nil { logger.Error("failed to use tool", "error", err, "args", args) return nil } return data } func fullMemoryLoad() {} // predifine funcs func getUserDetails(args ...string) []byte { // db query // return DB[id[0]] m := map[string]any{ "username": "fm11", "id": 24983, "reputation": 911, "balance": 214.73, } data, err := json.Marshal(m) if err != nil { logger.Error("failed to use tool", "error", err, "args", args) return nil } return data } type fnSig func(...string) []byte var fnMap = map[string]fnSig{ "get_id": getUserDetails, "recall": recall, "recall_topics": recallTopics, "memorise": memorise, }