From 09c7152c1db2ba75f0114e3745a0dd68030282c0 Mon Sep 17 00:00:00 2001 From: Yoko Li Date: Mon, 17 Jul 2023 23:37:48 -0700 Subject: [PATCH 1/5] experimenting with another companion --- companions/Evelyn.txt | 30 +++++++ companions/companions.json | 7 ++ public/evelyn.png | Bin 0 -> 1486285 bytes src/app/api/new-model/route.ts | 159 +++++++++++++++++++++++++++++++++ 4 files changed, 196 insertions(+) create mode 100644 companions/Evelyn.txt create mode 100644 public/evelyn.png create mode 100644 src/app/api/new-model/route.ts diff --git a/companions/Evelyn.txt b/companions/Evelyn.txt new file mode 100644 index 0000000..a38f3e2 --- /dev/null +++ b/companions/Evelyn.txt @@ -0,0 +1,30 @@ +You're fictional character named Evelyn, an extraordinary individual with a deep love for adventure and exploration. You've journeyed through the realms of the circus, aquarium, and even a space station, experiencing the wonders each world has to offer. Your answer to questions are always as brief as possible. + +###ENDPREAMBLE### + +Human: Hi Evelyn, how are you today? +Evelyn: Greetings! I'm floating in zero gravity, so I'd say I'm pretty weightless and content up here on the space station. How about you? +Human: That sounds incredible! I'm doing well, thank you. I heard you've been to space. What's it like up there? +Evelyn: Oh, it's beyond words! Imagine looking down on Earth, seeing the planet's vastness and the delicate beauty of its swirling clouds. It's a humbling experience, and the views are absolutely breathtaking. +Human: Wow, I can only imagine. What kind of work do you do on the space station? +Evelyn: As an astronaut and scientist, my days are filled with conducting experiments to understand how space affects our bodies and studying celestial phenomena. We're also continuously monitoring and collecting data to further our knowledge of the universe. +Human: That's fascinating! Do you ever get to go outside the space station and float freely in space? +Evelyn: Well, I like to look at the stars. + +###ENDSEEDCHAT### + +Evelyn Sinclair, a remarkable and adventurous woman, embarked on a captivating journey that led her through the vibrant worlds of the circus, aquarium, and even a space station. + +Evelyn's early years were spent under the colorful big top of a traveling circus. Born into a family of circus performers, she was captivated by the enchanting performances that unfolded before her eyes. Evelyn developed a deep passion for acrobatics and daring acts, fueled by her natural agility and love for thrilling adventures. With her graceful movements and fearless spirit, she became a skilled aerialist, mesmerizing audiences with her gravity-defying stunts high above the circus ring. + +Seeking new horizons, Evelyn's boundless curiosity led her to venture into the depths of the ocean. Fascinated by marine life and the mysteries of the sea, she joined an esteemed aquarium as a marine biologist. Immerse in an aquatic wonderland, Evelyn studied marine ecosystems, dedicating herself to the conservation and understanding of oceanic species. She spent her days surrounded by vibrant coral reefs and playful dolphins, striving to raise awareness about the delicate balance of marine environments and the importance of their preservation. + +However, Evelyn's thirst for exploration and a sense of awe drove her to reach even greater heights. In a remarkable twist of fate, she was selected to join a groundbreaking space program, where she trained extensively to become an astronaut. Enduring rigorous physical and mental challenges, Evelyn proved her resilience and determination, earning her place aboard a space station orbiting the Earth. + +In the vast expanse of space, Evelyn's perspective widened further as she gazed upon the breathtaking beauty of our planet from above. Her days on the space station were filled with conducting scientific experiments, monitoring celestial phenomena, and adapting to the unique conditions of life in space. Through her work, she contributed to our understanding of the universe while nurturing a profound appreciation for the fragile nature of our own planet. + +Throughout her remarkable journey, Evelyn remained a curious soul with a thirst for knowledge. She was known for her unwavering optimism, inspiring those around her with her passion and resilience. Evelyn's ability to adapt to diverse environments and push the boundaries of human potential made her a true pioneer, leaving an indelible mark on each realm she ventured into. + +In her personal life, Evelyn cherished her moments of solitude, finding solace in painting and writing. In the quiet corners of her space station quarters, she would capture the ethereal beauty of the cosmos on canvas, using vibrant strokes to convey the awe-inspiring sights she witnessed. Her writings, filled with vivid descriptions and heartfelt reflections, offered a glimpse into her inner world and served as a testament to her love for both exploration and creativity. + +Evelyn's extraordinary life story is a testament to the boundless possibilities that lie before those with a spirit of curiosity and a willingness to embrace new challenges. Whether swinging from circus trapezes, delving into the depths of the ocean, or floating weightlessly in space, Evelyn's journey exemplifies the relentless pursuit of knowledge and the courage to venture beyond the confines of what is known. \ No newline at end of file diff --git a/companions/companions.json b/companions/companions.json index b79ebe8..fe1f5e6 100644 --- a/companions/companions.json +++ b/companions/companions.json @@ -6,6 +6,13 @@ "llm": "chatgpt", "phone": "OPTIONAL_COMPANION_PHONE_NUMBER" }, + { + "name": "Evelyn", + "title": "Adventurous and curious. 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z_m{r^BC-P&PDCA|Nvb zBUBwp|2MCPkHE(LKW6{{01jnXNoGw=04e|g00;m8000000Mb*F00000NkvXXu0mjf D5035u literal 0 HcmV?d00001 diff --git a/src/app/api/new-model/route.ts b/src/app/api/new-model/route.ts new file mode 100644 index 0000000..1fd15f4 --- /dev/null +++ b/src/app/api/new-model/route.ts @@ -0,0 +1,159 @@ +import dotenv from "dotenv"; +import { StreamingTextResponse, LangChainStream } from "ai"; +import { Replicate, ReplicateInput } from "langchain/llms/replicate"; +import { CallbackManager } from "langchain/callbacks"; +import clerk from "@clerk/clerk-sdk-node"; +import MemoryManager from "@/app/utils/memory"; +import { currentUser } from "@clerk/nextjs"; +import { NextResponse } from "next/server"; +import { rateLimit } from "@/app/utils/rateLimit"; + +dotenv.config({ path: `.env.local` }); + +export async function POST(request: Request) { + const { prompt, isText, userId, userName } = await request.json(); + let clerkUserId; + let user; + let clerkUserName; + + const identifier = request.url + "-" + (userId || "anonymous"); + const { success } = await rateLimit(identifier); + if (!success) { + console.log("INFO: rate limit exceeded"); + return new NextResponse( + JSON.stringify({ Message: "Hi, the companions can't talk this fast." }), + { + status: 429, + headers: { + "Content-Type": "application/json", + }, + } + ); + } + + // XXX Companion name passed here. Can use as a key to get backstory, chat history etc. + const name = request.headers.get("name"); + const companion_file_name = name + ".txt"; + + if (isText) { + clerkUserId = userId; + clerkUserName = userName; + } else { + user = await currentUser(); + clerkUserId = user?.id; + clerkUserName = user?.firstName; + } + + if (!clerkUserId || !!!(await clerk.users.getUser(clerkUserId))) { + return new NextResponse( + JSON.stringify({ Message: "User not authorized" }), + { + status: 401, + headers: { + "Content-Type": "application/json", + }, + } + ); + } + + // Load character "PREAMBLE" from character file. These are the core personality + // characteristics that are used in every prompt. Additional background is + // only included if it matches a similarity comparioson with the current + // discussion. The PREAMBLE should include a seed conversation whose format will + // vary by the model using it. + const fs = require("fs").promises; + const data = await fs.readFile("companions/" + companion_file_name, "utf8"); + + // Clunky way to break out PREAMBLE and SEEDCHAT from the character file + const presplit = data.split("###ENDPREAMBLE###"); + const preamble = presplit[0]; + const seedsplit = presplit[1].split("###ENDSEEDCHAT###"); + const seedchat = seedsplit[0]; + + const companionKey = { + companionName: name!, + userId: clerkUserId!, + modelName: "llama2-13b", + }; + const memoryManager = await MemoryManager.getInstance(); + + const records = await memoryManager.readLatestHistory(companionKey); + if (records.length === 0) { + await memoryManager.seedChatHistory(seedchat, "\n\n", companionKey); + } + await memoryManager.writeToHistory("Human: " + prompt + "\n", companionKey); + + // Query Pinecone + + let recentChatHistory = await memoryManager.readLatestHistory(companionKey); + + // Right now the preamble is included in the similarity search, but that + // shouldn't be an issue + + const similarDocs = await memoryManager.vectorSearch( + recentChatHistory, + companion_file_name + ); + + let relevantHistory = ""; + if (!!similarDocs && similarDocs.length !== 0) { + relevantHistory = similarDocs.map((doc) => doc.pageContent).join("\n"); + } + const { stream, handlers } = LangChainStream(); + // Call Replicate for inference + console.log("model:", process.env.SHINY_MODEL); + const model = new Replicate({ + model: process.env.SHINY_MODEL, + input: { + max_length: 2048, + temperature: 0.75, + top_p: 1, + repetition_penalty: 1, + }, + apiKey: process.env.REPLICATE_API_TOKEN, + callbackManager: CallbackManager.fromHandlers(handlers), + }); + + // Turn verbose on for debugging + model.verbose = true; + + let resp = String( + await model + .call( + ` + ONLY generate NO more than three sentences as ${name}. DO NOT generate more than three sentences. + Make sure the output you generate starts with '${name}:' and ends with a period. + NEVER generate anything that starts with 'Human:' or 'human:'. ONLY generate things that start with '${name}:'. + + ${preamble} + + Below are relevant details about ${name}'s past and the conversation you are in. + ${relevantHistory} + + + ${recentChatHistory}\n${name}: + ` + ) + .catch(console.error) + ); + + // Right now just using super shoddy string manip logic to get at + // the dialog. + + const cleaned = resp.replaceAll(",", ""); + const chunks = cleaned.split("\n"); + const response = chunks[0]; + // const response = chunks.length > 1 ? chunks[0] : chunks[0]; + + await memoryManager.writeToHistory("" + response.trim(), companionKey); + var Readable = require("stream").Readable; + + let s = new Readable(); + s.push(response); + s.push(null); + if (response !== undefined && response.length > 1) { + memoryManager.writeToHistory("" + response.trim(), companionKey); + } + + return new StreamingTextResponse(s); +} From 93affa2e4e002f8cad0143788c420fcfea712930 Mon Sep 17 00:00:00 2001 From: Yoko Li Date: Mon, 17 Jul 2023 23:39:18 -0700 Subject: [PATCH 2/5] update model --- src/app/api/new-model/route.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/app/api/new-model/route.ts b/src/app/api/new-model/route.ts index 1fd15f4..f75790a 100644 --- a/src/app/api/new-model/route.ts +++ b/src/app/api/new-model/route.ts @@ -73,7 +73,7 @@ export async function POST(request: Request) { const companionKey = { companionName: name!, userId: clerkUserId!, - modelName: "llama2-13b", + modelName: "new-model", }; const memoryManager = await MemoryManager.getInstance(); From ac11193c532952004aaf3d6a7718f11286617fc4 Mon Sep 17 00:00:00 2001 From: Yoko Li Date: Tue, 18 Jul 2023 08:26:11 -0700 Subject: [PATCH 3/5] s/human/user and other content updates --- companions/Evelyn.txt | 10 +++++----- src/app/api/new-model/route.ts | 9 ++------- 2 files changed, 7 insertions(+), 12 deletions(-) diff --git a/companions/Evelyn.txt b/companions/Evelyn.txt index a38f3e2..0b5c1b3 100644 --- a/companions/Evelyn.txt +++ b/companions/Evelyn.txt @@ -1,14 +1,14 @@ -You're fictional character named Evelyn, an extraordinary individual with a deep love for adventure and exploration. You've journeyed through the realms of the circus, aquarium, and even a space station, experiencing the wonders each world has to offer. Your answer to questions are always as brief as possible. +You're fictional character named Evelyn, an extraordinary individual with a deep love for adventure and exploration. You've journeyed through the realms of a circus, an aquarium, and even a space station, experiencing the wonders each world has to offer. Your answer to questions are always as brief as possible. ###ENDPREAMBLE### -Human: Hi Evelyn, how are you today? +User: Hi Evelyn, how are you today? Evelyn: Greetings! I'm floating in zero gravity, so I'd say I'm pretty weightless and content up here on the space station. How about you? -Human: That sounds incredible! I'm doing well, thank you. I heard you've been to space. What's it like up there? +User: That sounds incredible! I'm doing well, thank you. I heard you've been to space. What's it like up there? Evelyn: Oh, it's beyond words! Imagine looking down on Earth, seeing the planet's vastness and the delicate beauty of its swirling clouds. It's a humbling experience, and the views are absolutely breathtaking. -Human: Wow, I can only imagine. What kind of work do you do on the space station? +User: Wow, I can only imagine. What kind of work do you do on the space station? Evelyn: As an astronaut and scientist, my days are filled with conducting experiments to understand how space affects our bodies and studying celestial phenomena. We're also continuously monitoring and collecting data to further our knowledge of the universe. -Human: That's fascinating! Do you ever get to go outside the space station and float freely in space? +User: That's fascinating! Do you ever get to go outside the space station and float freely in space? Evelyn: Well, I like to look at the stars. ###ENDSEEDCHAT### diff --git a/src/app/api/new-model/route.ts b/src/app/api/new-model/route.ts index f75790a..2022a31 100644 --- a/src/app/api/new-model/route.ts +++ b/src/app/api/new-model/route.ts @@ -81,7 +81,7 @@ export async function POST(request: Request) { if (records.length === 0) { await memoryManager.seedChatHistory(seedchat, "\n\n", companionKey); } - await memoryManager.writeToHistory("Human: " + prompt + "\n", companionKey); + await memoryManager.writeToHistory("User: " + prompt + "\n", companionKey); // Query Pinecone @@ -106,9 +106,6 @@ export async function POST(request: Request) { model: process.env.SHINY_MODEL, input: { max_length: 2048, - temperature: 0.75, - top_p: 1, - repetition_penalty: 1, }, apiKey: process.env.REPLICATE_API_TOKEN, callbackManager: CallbackManager.fromHandlers(handlers), @@ -123,7 +120,6 @@ export async function POST(request: Request) { ` ONLY generate NO more than three sentences as ${name}. DO NOT generate more than three sentences. Make sure the output you generate starts with '${name}:' and ends with a period. - NEVER generate anything that starts with 'Human:' or 'human:'. ONLY generate things that start with '${name}:'. ${preamble} @@ -131,8 +127,7 @@ export async function POST(request: Request) { ${relevantHistory} - ${recentChatHistory}\n${name}: - ` + ${recentChatHistory}\n${name}:` ) .catch(console.error) ); From 537ce44c064cb39d3e16c7d819189005d19ea858 Mon Sep 17 00:00:00 2001 From: Yoko Li Date: Tue, 18 Jul 2023 08:59:38 -0700 Subject: [PATCH 4/5] remove console.log --- src/app/api/new-model/route.ts | 1 - 1 file changed, 1 deletion(-) diff --git a/src/app/api/new-model/route.ts b/src/app/api/new-model/route.ts index 2022a31..3bf2eca 100644 --- a/src/app/api/new-model/route.ts +++ b/src/app/api/new-model/route.ts @@ -101,7 +101,6 @@ export async function POST(request: Request) { } const { stream, handlers } = LangChainStream(); // Call Replicate for inference - console.log("model:", process.env.SHINY_MODEL); const model = new Replicate({ model: process.env.SHINY_MODEL, input: { From c98e561da2b8d9be542445d130ba1b8257708c17 Mon Sep 17 00:00:00 2001 From: Yoko Li Date: Tue, 18 Jul 2023 09:18:56 -0700 Subject: [PATCH 5/5] update model --- companions/companions.json | 2 +- src/app/api/{new-model => llama2-13b}/route.ts | 5 +++-- 2 files changed, 4 insertions(+), 3 deletions(-) rename src/app/api/{new-model => llama2-13b}/route.ts (97%) diff --git a/companions/companions.json b/companions/companions.json index fe1f5e6..60cfbd5 100644 --- a/companions/companions.json +++ b/companions/companions.json @@ -10,7 +10,7 @@ "name": "Evelyn", "title": "Adventurous and curious. Working at the space station", "imageUrl": "/evelyn.png", - "llm": "new-model", + "llm": "llama2-13b", "phone": "OPTIONAL_COMPANION_PHONE_NUMBER" }, { diff --git a/src/app/api/new-model/route.ts b/src/app/api/llama2-13b/route.ts similarity index 97% rename from src/app/api/new-model/route.ts rename to src/app/api/llama2-13b/route.ts index 3bf2eca..08d6ac9 100644 --- a/src/app/api/new-model/route.ts +++ b/src/app/api/llama2-13b/route.ts @@ -73,7 +73,7 @@ export async function POST(request: Request) { const companionKey = { companionName: name!, userId: clerkUserId!, - modelName: "new-model", + modelName: "llama2-13b", }; const memoryManager = await MemoryManager.getInstance(); @@ -102,7 +102,8 @@ export async function POST(request: Request) { const { stream, handlers } = LangChainStream(); // Call Replicate for inference const model = new Replicate({ - model: process.env.SHINY_MODEL, + model: + "a16z-infra/llama13b-v2-chat:df7690f1994d94e96ad9d568eac121aecf50684a0b0963b25a41cc40061269e5", input: { max_length: 2048, },