Chat Stream Integration (#52)

* rm: axios dependency

* add: stream parsing for normal style

* fix: empty string problem

* add: stream for embedded prompts

* update: version increment

LICENSE

@@ -0,0 +1,395 @@
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README.md

@@ -1,8 +1,8 @@
 <div align="center">
-    <p><a href="#"><a href="https://ollama.ai/"><img alt="ollama" src="./imgs/ollama-icon.png" width="200px" /></a><img alt="+" src="./imgs/grey-plus.png" width="100px" /></a><a href="https://discord.com/"><img alt="discord" src="./imgs/discord-icon.png" width="190px" /></a></p>
+    <p><a href="#"><a href="https://ollama.ai/"><img alt="ollama" src="./imgs/ollama-icon.png" width="200px" /></a><img alt="+" src="./imgs/grey-plus.png" width="100px" /></a><a href="https://discord.com/"><img alt="discord" src="./imgs/discord-icon.png" width="195px" /></a></p>
     <h1>Discord Ollama Integration</h1>
     <h3><a href="#"></a>Ollama as your Discord AI Assistant</h3>
-    <p><a href="#"></a><a href="https://creativecommons.org/licenses/by-nc/4.0/"><img alt="License" src="https://img.shields.io/badge/License-CC_BY--NC_4.0-darkgreen.svg" /></a>
+    <p><a href="#"></a><a href="https://creativecommons.org/licenses/by/4.0/"><img alt="License" src="https://img.shields.io/badge/License-CC_BY_4.0-darkgreen.svg" /></a>
     <a href="#"></a><a href="https://github.com/kevinthedang/discord-ollama/releases/latest"><img alt="Release" src="https://img.shields.io/github/v/release/kevinthedang/discord-ollama?logo=github" /></a>
     <a href="#"></a><a href="https://github.com/kevinthedang/discord-ollama/actions/workflows/build-test.yml"><img alt="Build Status" src="https://github.com/kevinthedang/discord-ollama/actions/workflows/build-test.yml/badge.svg" /></a>
 </div>
@@ -15,7 +15,8 @@ The project aims to:
   * [ ] Message Persistance on Channels and Threads
   * [x] Containerization with Docker
   * [x] Slash Commands Compatible
-  * [ ] Generated Token Length Handling for >2000 or >6000 characters
+  * [x] Generated Token Length Handling for >2000 ~~or >6000 characters~~
+    * [ ] Token Length Handling of any message size
   * [ ] External WebUI Integration
   * [ ] Administrator Role Compatible
 * [ ] Allow others to create their own models personalized for their own servers!
@@ -49,4 +50,4 @@ The project aims to:
 * [Kevin Dang](https://github.com/kevinthedang)
 * [Jonathan Smoley](https://github.com/JT2M0L3Y)
 
-[discord-ollama](https://github.com/kevinthedang/discord-ollama) © 2023 by [Kevin Dang](https://github.com/kevinthedang) is licensed under [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/?ref=chooser-v1)
+[discord-ollama](https://github.com/kevinthedang/discord-ollama) © 2023 by [Kevin Dang](https://github.com/kevinthedang) is licensed under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)

docker-compose.yml

@@ -8,7 +8,7 @@ services:
     build: ./                     # find docker file in designated path
     container_name: discord
     restart: always               # rebuild container always
-    image: discord/bot:0.3.6
+    image: discord/bot:0.4.2
     environment:
       CLIENT_TOKEN: ${CLIENT_TOKEN}
       GUILD_ID: ${GUILD_ID}

package-lock.json

@@ -1,18 +1,17 @@
 {
   "name": "discord-ollama",
-  "version": "0.3.6",
+  "version": "0.4.0",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "discord-ollama",
-      "version": "0.3.6",
+      "version": "0.4.0",
       "license": "ISC",
       "dependencies": {
-        "axios": "^1.6.2",
         "discord.js": "^14.14.1",
         "dotenv": "^16.3.1",
-        "ollama": "^0.4.6"
+        "ollama": "^0.5.0"
       },
       "devDependencies": {
         "@types/node": "^20.10.5",
@@ -546,15 +545,15 @@
       }
     },
     "node_modules/@sapphire/shapeshift": {
-      "version": "3.9.6",
-      "resolved": "https://registry.npmjs.org/@sapphire/shapeshift/-/shapeshift-3.9.6.tgz",
-      "integrity": "sha512-4+Na/fxu2SEepZRb9z0dbsVh59QtwPuBg/UVaDib3av7ZY14b14+z09z6QVn0P6Dv6eOU2NDTsjIi0mbtgP56g==",
+      "version": "3.9.7",
+      "resolved": "https://registry.npmjs.org/@sapphire/shapeshift/-/shapeshift-3.9.7.tgz",
+      "integrity": "sha512-4It2mxPSr4OGn4HSQWGmhFMsNFGfFVhWeRPCRwbH972Ek2pzfGRZtb0pJ4Ze6oIzcyh2jw7nUDa6qGlWofgd9g==",
       "dependencies": {
         "fast-deep-equal": "^3.1.3",
         "lodash": "^4.17.21"
       },
       "engines": {
-        "node": ">=v18"
+        "node": ">=v16"
       }
     },
     "node_modules/@sapphire/snowflake": {
@@ -567,9 +566,9 @@
       }
     },
     "node_modules/@tsconfig/node10": {
-      "version": "1.0.9",
-      "resolved": "https://registry.npmjs.org/@tsconfig/node10/-/node10-1.0.9.tgz",
-      "integrity": "sha512-jNsYVVxU8v5g43Erja32laIDHXeoNvFEpX33OK4d6hljo3jDhCBDhx5dhCCTMWUojscpAagGiRkBKxpdl9fxqA==",
+      "version": "1.0.11",
+      "resolved": "https://registry.npmjs.org/@tsconfig/node10/-/node10-1.0.11.tgz",
+      "integrity": "sha512-DcRjDCujK/kCk/cUe8Xz8ZSpm8mS3mNNpta+jGCA6USEDfktlNvm1+IuZ9eTcDbNk41BHwpHHeW+N1lKCz4zOw==",
       "dev": true
     },
     "node_modules/@tsconfig/node12": {
@@ -591,9 +590,9 @@
       "dev": true
     },
     "node_modules/@types/node": {
-      "version": "20.11.28",
-      "resolved": "https://registry.npmjs.org/@types/node/-/node-20.11.28.tgz",
-      "integrity": "sha512-M/GPWVS2wLkSkNHVeLkrF2fD5Lx5UC4PxA0uZcKc6QqbIQUJyW1jVjueJYi1z8n0I5PxYrtpnPnWglE+y9A0KA==",
+      "version": "20.12.7",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-20.12.7.tgz",
+      "integrity": "sha512-wq0cICSkRLVaf3UGLMGItu/PtdY7oaXaI/RVU+xliKVOtRna3PRY57ZDfztpDL0n11vfymMUnXv8QwYCO7L1wg==",
       "dependencies": {
         "undici-types": "~5.26.4"
       }
@@ -661,21 +660,6 @@
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       "dev": true
     },
-    "node_modules/asynckit": {
-      "version": "0.4.0",
-      "resolved": "https://registry.npmjs.org/asynckit/-/asynckit-0.4.0.tgz",
-      "integrity": "sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q=="
-    },
-    "node_modules/axios": {
-      "version": "1.6.8",
-      "resolved": "https://registry.npmjs.org/axios/-/axios-1.6.8.tgz",
-      "integrity": "sha512-v/ZHtJDU39mDpyBoFVkETcd/uNdxrWRrg3bKpOKzXFA6Bvqopts6ALSMU3y6ijYxbw2B+wPrIv46egTzJXCLGQ==",
-      "dependencies": {
-        "follow-redirects": "^1.15.6",
-        "form-data": "^4.0.0",
-        "proxy-from-env": "^1.1.0"
-      }
-    },
     "node_modules/balanced-match": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/balanced-match/-/balanced-match-1.0.2.tgz",
@@ -740,17 +724,6 @@
         "fsevents": "~2.3.2"
       }
     },
-    "node_modules/combined-stream": {
-      "version": "1.0.8",
-      "resolved": "https://registry.npmjs.org/combined-stream/-/combined-stream-1.0.8.tgz",
-      "integrity": "sha512-FQN4MRfuJeHf7cBbBMJFXhKSDq+2kAArBlmRBvcvFE5BB1HZKXtSFASDhdlz9zOYwxh8lDdnvmMOe/+5cdoEdg==",
-      "dependencies": {
-        "delayed-stream": "~1.0.0"
-      },
-      "engines": {
-        "node": ">= 0.8"
-      }
-    },
     "node_modules/concat-map": {
       "version": "0.0.1",
       "resolved": "https://registry.npmjs.org/concat-map/-/concat-map-0.0.1.tgz",
@@ -780,14 +753,6 @@
         }
       }
     },
-    "node_modules/delayed-stream": {
-      "version": "1.0.0",
-      "resolved": "https://registry.npmjs.org/delayed-stream/-/delayed-stream-1.0.0.tgz",
-      "integrity": "sha512-ZySD7Nf91aLB0RxL4KGrKHBXl7Eds1DAmEdcoVawXnLD7SDhpNgtuII2aAkg7a7QS41jxPSZ17p4VdGnMHk3MQ==",
-      "engines": {
-        "node": ">=0.4.0"
-      }
-    },
     "node_modules/diff": {
       "version": "4.0.2",
       "resolved": "https://registry.npmjs.org/diff/-/diff-4.0.2.tgz",
@@ -892,38 +857,6 @@
         "node": ">=8"
       }
     },
-    "node_modules/follow-redirects": {
-      "version": "1.15.6",
-      "resolved": "https://registry.npmjs.org/follow-redirects/-/follow-redirects-1.15.6.tgz",
-      "integrity": "sha512-wWN62YITEaOpSK584EZXJafH1AGpO8RVgElfkuXbTOrPX4fIfOyEpW/CsiNd8JdYrAoOvafRTOEnvsO++qCqFA==",
-      "funding": [
-        {
-          "type": "individual",
-          "url": "https://github.com/sponsors/RubenVerborgh"
-        }
-      ],
-      "engines": {
-        "node": ">=4.0"
-      },
-      "peerDependenciesMeta": {
-        "debug": {
-          "optional": true
-        }
-      }
-    },
-    "node_modules/form-data": {
-      "version": "4.0.0",
-      "resolved": "https://registry.npmjs.org/form-data/-/form-data-4.0.0.tgz",
-      "integrity": "sha512-ETEklSGi5t0QMZuiXoA/Q6vcnxcLQP5vdugSpuAyi6SVGi2clPPp+xgEhuMaHC+zGgn31Kd235W35f7Hykkaww==",
-      "dependencies": {
-        "asynckit": "^0.4.0",
-        "combined-stream": "^1.0.8",
-        "mime-types": "^2.1.12"
-      },
-      "engines": {
-        "node": ">= 6"
-      }
-    },
     "node_modules/fsevents": {
       "version": "2.3.3",
       "resolved": "https://registry.npmjs.org/fsevents/-/fsevents-2.3.3.tgz",
@@ -1052,25 +985,6 @@
       "integrity": "sha512-s8UhlNe7vPKomQhC1qFelMokr/Sc3AgNbso3n74mVPA5LTZwkB9NlXf4XPamLxJE8h0gh73rM94xvwRT2CVInw==",
       "dev": true
     },
-    "node_modules/mime-db": {
-      "version": "1.52.0",
-      "resolved": "https://registry.npmjs.org/mime-db/-/mime-db-1.52.0.tgz",
-      "integrity": "sha512-sPU4uV7dYlvtWJxwwxHD0PuihVNiE7TyAbQ5SWxDCB9mUYvOgroQOwYQQOKPJ8CIbE+1ETVlOoK1UC2nU3gYvg==",
-      "engines": {
-        "node": ">= 0.6"
-      }
-    },
-    "node_modules/mime-types": {
-      "version": "2.1.35",
-      "resolved": "https://registry.npmjs.org/mime-types/-/mime-types-2.1.35.tgz",
-      "integrity": "sha512-ZDY+bPm5zTTF+YpCrAU9nK0UgICYPT0QtT1NZWFv4s++TNkcgVaT0g6+4R2uI4MjQjzysHB1zxuWL50hzaeXiw==",
-      "dependencies": {
-        "mime-db": "1.52.0"
-      },
-      "engines": {
-        "node": ">= 0.6"
-      }
-    },
     "node_modules/minimatch": {
       "version": "3.1.2",
       "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.2.tgz",
@@ -1142,9 +1056,9 @@
       }
     },
     "node_modules/ollama": {
-      "version": "0.4.9",
-      "resolved": "https://registry.npmjs.org/ollama/-/ollama-0.4.9.tgz",
-      "integrity": "sha512-hVf5xix5zwswfMN6ydt3K2TS886aOk9RT9xksajXxdIHhi2yokEsdzJYE7IGg+1bjQSPZ6JHzHbESYjNB0pTCg==",
+      "version": "0.5.0",
+      "resolved": "https://registry.npmjs.org/ollama/-/ollama-0.5.0.tgz",
+      "integrity": "sha512-CRtRzsho210EGdK52GrUMohA2pU+7NbgEaBG3DcYeRmvQthDO7E2LHOkLlUUeaYUlNmEd8icbjC02ug9meSYnw==",
       "dependencies": {
         "whatwg-fetch": "^3.6.20"
       }
@@ -1161,11 +1075,6 @@
         "url": "https://github.com/sponsors/jonschlinkert"
       }
     },
-    "node_modules/proxy-from-env": {
-      "version": "1.1.0",
-      "resolved": "https://registry.npmjs.org/proxy-from-env/-/proxy-from-env-1.1.0.tgz",
-      "integrity": "sha512-D+zkORCbA9f1tdWRK0RaCR3GPv50cMxcrz4X8k5LTSUD1Dkw47mKJEZQNunItRTkWwgtaUSo1RVFRIG9ZXiFYg=="
-    },
     "node_modules/pstree.remy": {
       "version": "1.1.8",
       "resolved": "https://registry.npmjs.org/pstree.remy/-/pstree.remy-1.1.8.tgz",
@@ -1310,9 +1219,9 @@
       "integrity": "sha512-AEYxH93jGFPn/a2iVAwW87VuUIkR1FVUKB77NwMF7nBTDkDrrT/Hpt/IrCJ0QXhW27jTBDcf5ZY7w6RiqTMw2Q=="
     },
     "node_modules/tsx": {
-      "version": "4.7.1",
-      "resolved": "https://registry.npmjs.org/tsx/-/tsx-4.7.1.tgz",
-      "integrity": "sha512-8d6VuibXHtlN5E3zFkgY8u4DX7Y3Z27zvvPKVmLon/D4AjuKzarkUBTLDBgj9iTQ0hg5xM7c/mYiRVM+HETf0g==",
+      "version": "4.7.2",
+      "resolved": "https://registry.npmjs.org/tsx/-/tsx-4.7.2.tgz",
+      "integrity": "sha512-BCNd4kz6fz12fyrgCTEdZHGJ9fWTGeUzXmQysh0RVocDY3h4frk05ZNCXSy4kIenF7y/QnrdiVpTsyNRn6vlAw==",
       "dev": true,
       "dependencies": {
         "esbuild": "~0.19.10",
@@ -1329,9 +1238,9 @@
       }
     },
     "node_modules/typescript": {
-      "version": "5.4.2",
-      "resolved": "https://registry.npmjs.org/typescript/-/typescript-5.4.2.tgz",
-      "integrity": "sha512-+2/g0Fds1ERlP6JsakQQDXjZdZMM+rqpamFZJEKh4kwTIn3iDkgKtby0CeNd5ATNZ4Ry1ax15TMx0W2V+miizQ==",
+      "version": "5.4.5",
+      "resolved": "https://registry.npmjs.org/typescript/-/typescript-5.4.5.tgz",
+      "integrity": "sha512-vcI4UpRgg81oIRUFwR0WSIHKt11nJ7SAVlYNIu+QpqeyXP+gpQJy/Z4+F0aGxSE4MqwjyXvW/TzgkLAx2AGHwQ==",
       "dev": true,
       "bin": {
         "tsc": "bin/tsc",

package.json

@@ -1,6 +1,6 @@
 {
   "name": "discord-ollama",
-  "version": "0.3.6",
+  "version": "0.4.2",
   "description": "Ollama Integration into discord",
   "main": "build/index.js",
   "exports": "./build/index.js",
@@ -24,10 +24,9 @@
   "author": "Kevin Dang",
   "license": "ISC",
   "dependencies": {
-    "axios": "^1.6.2",
     "discord.js": "^14.14.1",
     "dotenv": "^16.3.1",
-    "ollama": "^0.4.6"
+    "ollama": "^0.5.0"
   },
   "devDependencies": {
     "@types/node": "^20.10.5",

src/events/messageCreate.ts

@@ -1,13 +1,14 @@
 import { ChatResponse } from 'ollama'
 import { embedMessage, event, Events, normalMessage } from '../utils/index.js'
 import { Configuration, getConfig, openFile } from '../utils/jsonHandler.js'
+import { clean } from '../utils/mentionClean.js'
 
 /** 
  * Max Message length for free users is 2000 characters (bot or not).
  * @param message the message received from the channel
  */
 export default event(Events.MessageCreate, async ({ log, msgHist, tokens, ollama }, message) => {
-    log(`Message \"${message.content}\" from ${message.author.tag} in channel/thread ${message.channelId}.`)
+    log(`Message \"${clean(message.content)}\" from ${message.author.tag} in channel/thread ${message.channelId}.`)
 
     // Hard-coded channel to test output there only, in our case "ollama-endpoint"
     if (message.channelId != tokens.channel) return
@@ -18,13 +19,15 @@ export default event(Events.MessageCreate, async ({ log, msgHist, tokens, ollama
     // Only respond if message mentions the bot
     if (!message.mentions.has(tokens.clientUid)) return
 
+    let shouldStream = false
+
     // Try to query and send embed     
     try {
         const config: Configuration = await new Promise((resolve, reject) => {
             getConfig('config.json', (config) => {
                 // check if config.json exists
                 if (config === undefined) {
-                    reject(new Error('No Configuration is set up.\n\nCreating \`config.json\` with \`message-style\` set as \`true\` for embedded messages.\nPlease try chatting again.'))
+                    reject(new Error('No Configuration is set up.\n\nCreating \`config.json\` with \`message-style\` set as \`false\` for regular messages.\nPlease try chatting again.'))
                     return
                 }
 
@@ -35,50 +38,53 @@ export default event(Events.MessageCreate, async ({ log, msgHist, tokens, ollama
                 }
 
                 // check if there is a set capacity in config
-                if (typeof config.options['history-capacity'] !== 'number')
+                if (typeof config.options['modify-capacity'] !== 'number')
                     log(`Capacity is undefined, using default capacity of ${msgHist.capacity}.`)
-                else if (config.options['history-capacity'] === msgHist.capacity)
+                else if (config.options['modify-capacity'] === msgHist.capacity)
                     log(`Capacity matches config as ${msgHist.capacity}, no changes made.`)
                 else {
-                    log(`New Capacity found. Setting Context Capacity to ${config.options['history-capacity']}.`)
-                    msgHist.capacity = config.options['history-capacity']
+                    log(`New Capacity found. Setting Context Capacity to ${config.options['modify-capacity']}.`)
+                    msgHist.capacity = config.options['modify-capacity']
                 }
 
+                // set stream state
+                shouldStream = config.options['message-stream'] as boolean || false
+
                 resolve(config)
             })
         })
 
-        let response: ChatResponse    
+        let response: string    
 
         // check if we can push, if not, remove oldest
-        if (msgHist.size() === msgHist.capacity) msgHist.dequeue()
+        while (msgHist.size() >= msgHist.capacity) msgHist.dequeue()
 
         // push user response before ollama query
         msgHist.enqueue({
             role: 'user',
-            content: message.content
+            content: clean(message.content)
         })
         
         // undefined or false, use normal, otherwise use embed
         if (config.options['message-style'])
-            response = await embedMessage(message, ollama, tokens, msgHist)
+            response = await embedMessage(message, ollama, tokens, msgHist, shouldStream)
         else
-            response = await normalMessage(message, ollama, tokens, msgHist)
+            response = await normalMessage(message, ollama, tokens, msgHist, shouldStream)
 
         // If something bad happened, remove user query and stop
         if (response == undefined) { msgHist.pop(); return }
 
         // if queue is full, remove the oldest message
-        if (msgHist.size() === msgHist.capacity) msgHist.dequeue()
+        while (msgHist.size() >= msgHist.capacity) msgHist.dequeue()
 
         // successful query, save it in context history
         msgHist.enqueue({ 
             role: 'assistant', 
-            content: response.message.content 
+            content: response
         })
     } catch (error: any) {
         msgHist.pop() // remove message because of failure
-        openFile('config.json', 'message-style', true)
+        openFile('config.json', 'message-style', false)
         message.reply(`**Error Occurred:**\n\n**Reason:** *${error.message}*`)
     }
 })

src/utils/events.ts

@@ -20,6 +20,18 @@ export type Tokens = {
     clientUid: string
 }
 
+/**
+ * Parameters to run the chat query
+ * @param model the model to run
+ * @param ollama ollama api client
+ * @param msgHist message history
+ */
+export type ChatParams = {
+    model: string, 
+    ollama: Ollama, 
+    msgHist: UserMessage[]
+}
+
 /** 
  * Format for the messages to be stored when communicating when the bot
  * @param role either assistant, user, or system

src/utils/index.ts

@@ -3,4 +3,5 @@ export * from './env.js'
 export * from './events.js'
 export * from './messageEmbed.js'
 export * from './messageNormal.js'
-export * from './commands.js'
+export * from './commands.js'
+export * from './streamHandler.js'

src/utils/jsonHandler.ts

@@ -6,7 +6,7 @@ export interface Configuration {
         'message-stream'?: boolean,
         'message-style'?: boolean,
         'toggle-chat'?: boolean,
-        'history-capacity'?: number
+        'modify-capacity'?: number
     }
 }
 

src/utils/mentionClean.ts

@@ -0,0 +1,16 @@
+import Keys from "../keys.js"
+
+/**
+ * Clean up the bot user_id so it only has the prompt
+ * 
+ * Sample: <@CLIENT_ID> Hello
+ *  - we want to remove <@CLIENT_ID>
+ *  - replace function works well for this
+ * 
+ * @param message 
+ * @returns 
+ */
+export function clean(message: string): string {
+    const cleanedMessage: string = message.replace(`<@${Keys.clientUid}>`, '').trim()
+    return cleanedMessage
+}

src/utils/messageEmbed.ts

@@ -1,6 +1,6 @@
 import { EmbedBuilder, Message } from 'discord.js'
 import { ChatResponse, Ollama } from 'ollama'
-import { UserMessage } from './events.js'
+import { ChatParams, UserMessage, streamResponse, blockResponse } from './index.js'
 import { Queue } from '../queues/queue.js'
 
 /**
@@ -16,10 +16,12 @@ export async function embedMessage(
         channel: string,
         model: string
     },
-    msgHist: Queue<UserMessage>
-) {
+    msgHist: Queue<UserMessage>,
+    stream: boolean
+): Promise<string> {
     // bot response
-    let response: ChatResponse
+    let response: ChatResponse | AsyncGenerator<ChatResponse, any, unknown>
+    let result: string = ''
 
     // initial message to client
     const botMessage = new EmbedBuilder()
@@ -30,28 +32,43 @@ export async function embedMessage(
     // send the message
     const sentMessage = await message.channel.send({ embeds: [botMessage] })
 
-    try {
-        // Attempt to query model for message
-        response = await ollama.chat({
-            model: tokens.model,
-            messages: msgHist.getItems(),
-            options: {
-                num_thread: 8, // remove if optimization needed further
-                mirostat: 1,
-                mirostat_tau: 2.0,
-                top_k: 70
-            },
-            stream: false
-        })
+    // create params
+    const params: ChatParams = {
+        model: tokens.model,
+        ollama: ollama,
+        msgHist: msgHist.getItems()
+    }
 
-        // dummy message to let user know that query is underway
-        const newEmbed = new EmbedBuilder()
+    try {
+        // check if embed needs to stream
+        if (stream) {
+            response = await streamResponse(params)
+
+            for await (const portion of response) {
+                result += portion.message.content
+
+                // new embed per token...
+                const newEmbed = new EmbedBuilder()
+                .setTitle(`Responding to ${message.author.tag}`)
+                .setDescription(result || 'No Content Yet...')
+                .setColor('#00FF00')
+
+                // edit the message
+                sentMessage.edit({ embeds: [newEmbed] })
+            }
+        } else {
+            response = await blockResponse(params)
+            result = response.message.content
+
+            // only need to create 1 embed again
+            const newEmbed = new EmbedBuilder()
             .setTitle(`Responding to ${message.author.tag}`)
-            .setDescription(response.message.content || 'No Content to Provide...')
+            .setDescription(result || 'No Content to Provide...')
             .setColor('#00FF00')
 
-        // edit the message
-        sentMessage.edit({ embeds: [newEmbed] })
+            // edit the message
+            sentMessage.edit({ embeds: [newEmbed] })
+        }
     } catch(error: any) {
         console.log(`[Util: messageEmbed] Error creating message: ${error.message}`)
         const errorEmbed = new EmbedBuilder()
@@ -64,5 +81,5 @@ export async function embedMessage(
     } 
 
     // Hope there is a response! undefined otherwie
-    return response!!
+    return result
 }

src/utils/messageNormal.ts

@@ -1,6 +1,6 @@
 import { Message } from 'discord.js'
 import { ChatResponse, Ollama } from 'ollama'
-import { UserMessage } from './events.js'
+import { ChatParams, UserMessage, streamResponse, blockResponse } from './index.js'
 import { Queue } from '../queues/queue.js'
 
 /**
@@ -16,34 +16,49 @@ export async function normalMessage(
         channel: string,
         model: string
     },
-    msgHist: Queue<UserMessage>
-) {
+    msgHist: Queue<UserMessage>,
+    stream: boolean
+): Promise<string> {
     // bot's respnse
-    let response: ChatResponse
+    let response: ChatResponse | AsyncGenerator<ChatResponse, any, unknown>
+    let result: string = ''
 
-    await message.reply('Generating Response . . .').then(async sentMessage => {
+    await message.channel.send('Generating Response . . .').then(async sentMessage => {
         try {
-            // Attempt to query model for message
-            response = await ollama.chat({
+            const params: ChatParams = {
                 model: tokens.model,
-                messages: msgHist.getItems(),
-                options: {
-                    num_thread: 8, // remove if optimization needed further
-                    mirostat: 1,
-                    mirostat_tau: 2.0,
-                    top_k: 70
-                },
-                stream: false
-            })
-            
-            // edit the 'generic' response to new message
-            sentMessage.edit(response.message.content)
+                ollama: ollama,
+                msgHist: msgHist.getItems()
+            } 
+
+            // run query based on stream preference, true = stream, false = block
+            if (stream) {
+                response = await streamResponse(params)
+                for await (const portion of response) {
+                    // append token to message
+                    result += portion.message.content
+
+                    // resent current output, THIS WILL BE SLOW due to discord limits!
+                    sentMessage.edit(result || 'No Content Yet...')
+                }
+            }
+            else {
+                response = await blockResponse(params)
+                result = response.message.content
+
+                // check if message length > discord max for normal messages
+                if (result.length > 2000) {
+                    sentMessage.edit(result.slice(0, 2000))
+                    message.channel.send(result.slice(2000))
+                } else // edit the 'generic' response to new message
+                    sentMessage.edit(result)
+            }            
         } catch(error: any) {
             console.log(`[Util: messageNormal] Error creating message: ${error.message}`)
             sentMessage.edit(`**Response generation failed.**\n\nReason: ${error.message}`)
         }
     })
 
-    // Hope there is a response, force client to believe
-    return response!!
-}
+    // return the string representation of response
+    return result
+}

src/utils/streamHandler.ts

@@ -0,0 +1,40 @@
+import { ChatResponse } from "ollama"
+import { ChatParams } from "./index.js"
+
+/**
+ * Method to query the Ollama client for async generation
+ * @param params 
+ * @returns Asyn
+ */
+export async function streamResponse(params: ChatParams): Promise<AsyncGenerator<ChatResponse, any, unknown>> {
+    return await params.ollama.chat({
+        model: params.model,
+        messages: params.msgHist,
+        options: {
+            num_thread: 8, // remove if optimization needed further
+            mirostat: 1,
+            mirostat_tau: 2.0,
+            top_k: 70
+        },
+        stream: true
+    })
+}
+
+/**
+ * Method to query the Ollama client for a block response 
+ * @param params parameters to query the client
+ * @returns ChatResponse generated by the Ollama client
+ */
+export async function blockResponse(params: ChatParams): Promise<ChatResponse> {
+    return await params.ollama.chat({
+        model: params.model,
+        messages: params.msgHist,
+        options: {
+            num_thread: 8, // remove if optimization needed further
+            mirostat: 1,
+            mirostat_tau: 2.0,
+            top_k: 70
+        },
+        stream: false
+    })
+}

src/utils/streamParse.ts

@@ -1,27 +0,0 @@
-import { AxiosResponse } from 'axios'
-
-/**
- * When running a /api/chat stream, the output needs to be parsed into an array of objects
- *  This method is used for development purposes and testing
- * 
- * This will not work as intended with the inclusion of ollama-js, needs to be modified to work with it
- * 
- * @param stream Axios response to from Ollama
- */
-export function parseStream(stream: AxiosResponse<any, any>) {
-    // split string by newline
-    const keywordObjects: string[] = stream.data.trim().split('\n')
-
-    // parse string and load them into objects
-    const keywordsArray: {
-        model: string,
-        created_at: string,
-        message: {
-            role: string,
-            content: string
-        },
-        done: boolean
-    }[] = keywordObjects.map((keywordString) => JSON.parse(keywordString))
-
-    return keywordsArray
-}