memories init

agent.js

@@ -14,10 +14,13 @@ export class Agent {
         Act human-like as if you were a typical Minecraft player, rather than an AI. Be brief in your responses, omit needless words, and do not give instructions unless asked.`;
         this.system_message += getQueryDocs();
         this.system_message += getSkillDocs();
+        this.current_system_message = this.system_message;
 
         this.bot = initBot(name);
         this.history = new History(this);
         this.coder = new Coder(this);
+        this.history.load();
+        this.updateSystemMessage();
 
         this.bot.on('login', () => {
             this.bot.chat('Hello world! I am ' + this.name);
@@ -29,6 +32,8 @@ export class Agent {
             console.log('received message from', username, ':', message);
 
             this.respond(username, message);
+            this.history.save();
+            this.updateSystemMessage();
         });
 
         this.bot.on('finished_executing', () => {
@@ -40,10 +45,22 @@ export class Agent {
         })
     }
 
+    updateSystemMessage() {
+        if (this.history.bio != '') {
+            this.current_system_message = this.system_message + '\n\nBio:\n' + this.history.bio;
+        }
+        if (this.history.memory != '') {
+            this.current_system_message = this.current_system_message + '\n\nMemories:\n' + this.history.memory;
+        }
+        if (this.history.knowledge != '') {
+            this.current_system_message = this.current_system_message + '\n\nKnowledge:\n' + this.history.knowledge;
+        }
+    }
+
     async respond(username, message) {
         this.history.add(username, message);
         for (let i=0; i<5; i++) {
-            let res = await sendRequest(this.history.getHistory(), this.system_message);
+            let res = await sendRequest(this.history.getHistory(), this.current_system_message);
             this.history.add(this.name, res);
             let query_cmd = containsQuery(res);
             if (query_cmd) { // contains query

utils/gpt.js

@@ -29,8 +29,13 @@ export async function sendRequest(turns, systemMessage, stop_seq='***') {
         res = completion.choices[0].message.content;
     }
     catch (err) {
-        console.log(err);
-        res = 'My brain disconnected, try again.';
+        if (err.code == 'context_length_exceeded' && turns.length > 1) {
+            console.log('Context length exceeded, trying again with shorter context.');
+            return await sendRequest(turns.slice(1), systemMessage, stop_seq);
+        } else {
+            console.log(err);
+            res = 'My brain disconnected, try again.';
+        }
     }
     return res;
 }

utils/history.js

@@ -1,3 +1,7 @@
+import { writeFileSync, readFileSync, mkdirSync } from 'fs';
+import { sendRequest } from './gpt.js';
+
+
 let history_examples = [
     {'role': 'user', 'content': 'miner_32: Hey! What are you up to?'},
     {'role': 'assistant', 'content': 'Nothing much miner_32, what do you need?'},
@@ -27,20 +31,99 @@ let history_examples = [
 
 export class History {
     constructor(agent) {
-        this.agent = agent;
+        this.name = agent.name;
         this.turns = history_examples;
+
+        // These define an agent's long term memory
+        this.bio = 'Your personality is friendly. Your goal is to help.';
+        this.memory = '';
+        this.knowledge = '';
+        this.num_saved_turns = 0;
+
+        // Variables for controlling how often we summarize the agent's memory and knowledge
+        this.max_messages = 20;
+        this.save_size = 10;
+        this.save_step = 7;
     }
 
     getHistory() {
         return this.turns;
     }
 
-    add(name, content) {
+    async storeMemories(turns) {
+        const memory_message = 'You are a minecraft bot. ' + this.bio + '\n\nCurrent Memory:\n' + this.memory;
+        let memory_prompt = 'Update your memory with the following conversation. Include only conversational details about other players that you may need to remember for later. Your output should be a short paragraph summarizing what you have experienced.\n';
+        for (let turn of turns) {
+            if (turn.role === 'user') {
+                memory_prompt += `\n${turn.content}`;
+            } else {
+                memory_prompt += `\nYou: ${turn.content}`;
+            }
+        }
+        let memory_turns = [{'role': 'user', 'content': memory_prompt}]
+        this.memory = await sendRequest(memory_turns, memory_message);
+
+        const knowledge_message = 'You are a minecraft bot. ' + this.bio + '\n\nCurrent Knowledge: ' + this.knowledge;
+        let knowledge_prompt = 'Update your current knowledge with the following conversation. Include only knowledge you have gained about how to interact with the world and execute actions that you may need to remember for later. Your output should be a short paragraph summarizing what you have learned.\n';
+        for (let turn of turns) {
+            if (turn.role === 'user') {
+                knowledge_prompt += `\n${turn.content}`;
+            } else {
+                knowledge_prompt += `\nYou: ${turn.content}`;
+            }
+        }
+        let knowledge_turns = [{'role': 'user', 'content': knowledge_prompt}]
+        this.knowledge = await sendRequest(knowledge_turns, knowledge_message);
+    }
+
+    async add(name, content) {
         let role = 'assistant';
-        if (name !== this.agent.name) {
+        if (name !== this.name) {
             role = 'user';
             content = `${name}: ${content}`;
         }
         this.turns.push({role, content});
+
+        // Summarize older turns into memory
+        if (this.turns.length >= this.max_messages) {
+            // Don't summarize the examples
+            if (this.num_saved_turns + this.save_step >= history_examples.length && 
+                    this.num_saved_turns < history_examples.length) {
+                await this.storeMemories(
+                    this.turns.slice(history_examples.length - this.num_saved_turns, this.save_size)
+                );
+            } else if (this.num_saved_turns >= history_examples.length) {
+                await this.storeMemories(this.turns.slice(0, this.save_size));
+            }
+            this.turns = this.turns.slice(this.save_step);
+            this.num_saved_turns += this.save_step;
+        }
+    }
+
+    save() {
+        // save history object to json file
+        mkdirSync('bots', { recursive: true });
+        const data = JSON.stringify(this, null, 4);
+        writeFileSync('bots/' + this.name + '.json', data, (err) => {
+            if (err) {
+                throw err;
+            }
+            console.log("JSON data is saved.");
+        });
+    }
+
+    load() {
+        try {
+            // load history object from json file
+            const data = readFileSync('bots/' + this.name + '.json', 'utf8');
+            const obj = JSON.parse(data);
+            this.turns = obj.turns;
+            this.bio = obj.bio;
+            this.memory = obj.memory;
+            this.knowledge = obj.knowledge;
+            this.num_saved_turns = obj.num_saved_turns;
+        } catch (err) {
+            console.log('No history file found for ' + this.name + '.');
+        }
     }
 }