From 0da013c00b19b178dcfb943dd7b7b5961e3b62dc Mon Sep 17 00:00:00 2001 From: Harshvardhan Parmar Date: Wed, 20 Dec 2023 16:01:51 +0530 Subject: [PATCH] ReAct chain example created (#298) * Added Java code into ts branch * ReAct example added. * Update react-chain.jsonnet --- JS/edgechains/examples/react-chain/.gitignore | 8 + JS/edgechains/examples/react-chain/README.md | 13 + .../examples/react-chain/esbuild.build.js | 45 + .../examples/react-chain/ormconfig.json | 11 + .../examples/react-chain/package-lock.json | 8148 +++++++++++++++++ .../examples/react-chain/package.json | 49 + .../react-chain/src/ReactChain.test.ts | 7 + .../examples/react-chain/src/ReactChain.ts | 122 + .../examples/react-chain/src/index.ts | 13 + .../react-chain/src/react-chain.jsonnet | 89 + .../examples/react-chain/tsconfig.json | 17 + 11 files changed, 8522 insertions(+) create mode 100644 JS/edgechains/examples/react-chain/.gitignore create mode 100644 JS/edgechains/examples/react-chain/README.md create mode 100644 JS/edgechains/examples/react-chain/esbuild.build.js create mode 100644 JS/edgechains/examples/react-chain/ormconfig.json create mode 100644 JS/edgechains/examples/react-chain/package-lock.json create mode 100644 JS/edgechains/examples/react-chain/package.json create mode 100644 JS/edgechains/examples/react-chain/src/ReactChain.test.ts create mode 100644 JS/edgechains/examples/react-chain/src/ReactChain.ts create mode 100644 JS/edgechains/examples/react-chain/src/index.ts create mode 100644 JS/edgechains/examples/react-chain/src/react-chain.jsonnet create mode 100644 JS/edgechains/examples/react-chain/tsconfig.json diff --git a/JS/edgechains/examples/react-chain/.gitignore b/JS/edgechains/examples/react-chain/.gitignore new file mode 100644 index 000000000..03c61f409 --- /dev/null +++ b/JS/edgechains/examples/react-chain/.gitignore @@ -0,0 +1,8 @@ +# standard exclusions +node_modules + +# build artifacts +dist + +# environment files +.env diff --git a/JS/edgechains/examples/react-chain/README.md b/JS/edgechains/examples/react-chain/README.md new file mode 100644 index 000000000..5cd72d778 --- /dev/null +++ b/JS/edgechains/examples/react-chain/README.md @@ -0,0 +1,13 @@ +## How to run ReActChain:- + +- Use the following command in the root directory to run this example: + + `npm i` + + `npm run build` + + `npm start` + +- To use this example make a `POST` request call on `http://localhost:3000/react-chain`. +- Request body: + `{"prompt": "Your Search Topic"}` diff --git a/JS/edgechains/examples/react-chain/esbuild.build.js b/JS/edgechains/examples/react-chain/esbuild.build.js new file mode 100644 index 000000000..8da795c0e --- /dev/null +++ b/JS/edgechains/examples/react-chain/esbuild.build.js @@ -0,0 +1,45 @@ +const esbuild = require("esbuild"); +const path = require("path"); +const fs = require("fs"); +const { execSync } = require("child_process"); + +const outputDir = path.resolve(__dirname, "dist"); + +if (!fs.existsSync(outputDir)) { + fs.mkdirSync(outputDir); +} + +const distPath = path.join(process.cwd(), "dist"); + +fs.promises.mkdir(distPath, { recursive: true }); + +esbuild + .build({ + entryPoints: ["./src/index.ts"], + bundle: true, + minify: true, + platform: "node", + outfile: "./dist/index.js", + tsconfig: "./tsconfig.json", + target: "node21.1.0", + external: [ + "express", + "tsx", + "typescript", + "typeorm", + "react", + "react-dom", + "pg", + "jsdom", + "hono", + "@hanazuki/node-jsonnet", + "readline/promises", + ], + format: "cjs", + loader: { + ".html": "text", + ".css": "css", + ".jsonnet": "text", + }, + }) + .catch(() => process.exit(1)); diff --git a/JS/edgechains/examples/react-chain/ormconfig.json b/JS/edgechains/examples/react-chain/ormconfig.json new file mode 100644 index 000000000..21819c00f --- /dev/null +++ b/JS/edgechains/examples/react-chain/ormconfig.json @@ -0,0 +1,11 @@ +{ + "type": "postgres", + "host": "db.rmzqtepwnzoxgkkzjctt.supabase.co", + "port": 5432, + "username": "postgres", + "password": "xaX0MYcf1YiJlChK", + "database": "postgres", + "entities": ["dist/entities/**/*.js"], + "synchronize": false, + "logging": false +} diff --git a/JS/edgechains/examples/react-chain/package-lock.json b/JS/edgechains/examples/react-chain/package-lock.json new file mode 100644 index 000000000..82ba044ca --- /dev/null +++ b/JS/edgechains/examples/react-chain/package-lock.json @@ -0,0 +1,8148 @@ +{ + "name": "example", + "version": "1.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "example", + "version": "1.0.0", + "license": "ISC", + "dependencies": { + "@hono/node-server": "^1.2.0", + "@types/dotenv": "^8.2.0", + "hono": "^3.9.2", + "pg": "^8.11.3", + "reflect-metadata": "^0.1.13", + "tsc": "^2.0.4", + "typescript": "^5.3.2" + }, + "devDependencies": { + "@arakoodev/edgechains.js": "0.1.10", + "@hanazuki/node-jsonnet": "^2.1.0", + "@types/jest": "^29.5.8", + "@types/node": "^20.9.4", + 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+ "main": "dist/index.js", + "scripts": { + "build": "rm -rf dist && node esbuild.build.js", + "start": "node dist/index.js", + "lint": "eslint --ignore-path .eslintignore --ext .js,.ts", + "format": "prettier --ignore-path .gitignore --write \"**/*.+(js|ts|json)\"", + "test": "npx jest" + }, + "keywords": [], + "author": "", + "license": "ISC", + "dependencies": { + "@hono/node-server": "^1.2.0", + "@types/dotenv": "^8.2.0", + "hono": "^3.9.2", + "pg": "^8.11.3", + "reflect-metadata": "^0.1.13", + "tsc": "^2.0.4", + "typescript": "^5.3.2" + }, + "devDependencies": { + "@hanazuki/node-jsonnet": "^2.1.0", + "@types/jest": "^29.5.8", + "@types/node": "^20.9.4", + "@typescript-eslint/eslint-plugin": "^6.11.0", + "@typescript-eslint/parser": "^6.11.0", + "axios": "^1.6.2", + "dotenv": "^16.3.1", + "dts-bundle-generator": "^8.1.2", + "eslint": "^8.54.0", + "eslint-config-prettier": "^9.0.0", + "eslint-config-standard-with-typescript": "^40.0.0", + "eslint-plugin-import": "^2.29.0", + "eslint-plugin-n": "^16.3.1", + "eslint-plugin-promise": "^6.1.1", + "jest": "^29.7.0", + "prettier": "^3.1.0", + "react": "^18.2.0", + "@arakoodev/edgechains.js": "0.1.10", + "ts-jest": "^29.1.1", + "tsx": "^3.12.2", + "typeorm": "^0.3.17", + "typescript": "^5.0.2" + } +} diff --git a/JS/edgechains/examples/react-chain/src/ReactChain.test.ts b/JS/edgechains/examples/react-chain/src/ReactChain.test.ts new file mode 100644 index 000000000..e87243d4b --- /dev/null +++ b/JS/edgechains/examples/react-chain/src/ReactChain.test.ts @@ -0,0 +1,7 @@ +const reactChain = require("./ReactChain") + +describe("ReAct Chain", () => { + it("should return a response", async () => { + expect(await reactChain("Author David Chanoff has collaborated with a U.S. Navy admiral who served as the ambassador to the United Kingdom under which President?")).toContain("Bill Clinton"); + }, 30000); +}); \ No newline at end of file diff --git a/JS/edgechains/examples/react-chain/src/ReactChain.ts b/JS/edgechains/examples/react-chain/src/ReactChain.ts new file mode 100644 index 000000000..ccece88e4 --- /dev/null +++ b/JS/edgechains/examples/react-chain/src/ReactChain.ts @@ -0,0 +1,122 @@ +import { Jsonnet } from "@hanazuki/node-jsonnet"; +import { OpenAiEndpoint } from "@arakoodev/edgechains.js"; +import * as path from "path"; +import { Hono } from "hono"; +import axios from "axios"; + +const jsonnet = new Jsonnet(); + +jsonnet.nativeCallback("udf.fn",async (prompt) => { + + const wikiResponse = await axios + .post( + "https://en.wikipedia.org/w/api.php", + {}, + { + params: { + action: "query", + prop: "extracts", + format: "json", + titles: prompt, + explaintext: "", + }, + headers: { + "content-type": "application/x-www-form-urlencoded", + Accept: "application/json", + }, + } + ) + .then(function (response) { + + if(response.data.query == undefined) + return ""; + else + return Object.values(response.data.query.pages); + }) + .catch(function (error) { + if (error.response) { + console.log("Server responded with status code:", error.response.status); + console.log("Response data:", error.response.data); + } else if (error.request) { + console.log("No response received:", error.request); + } else { + console.log("Error creating request:", error.message); + } + }); + + if(wikiResponse == ""){ + return "" + } + else{ + if(wikiResponse[0].extract == undefined){ + return ""; + } + return wikiResponse[0].extract; + } + +},"prompt") + +export const ReactChainRouter = new Hono(); + +const gpt3Endpoint = new OpenAiEndpoint( + "https://api.openai.com/v1/chat/completions", + process.env.OPENAI_API_KEY!, + "", + "gpt-3.5-turbo", + "user", + parseInt("0.7") +); + +const reactChainJsonnetPath = path.join(__dirname, "../src/react-chain.jsonnet"); + +ReactChainRouter.post("/react-chain", async (c) => { + const query = await c.req.json(); + const reactResponse = await reactChain(query.prompt); + + return c.json({ answer : reactResponse }, 200); +}); + +export async function reactChain(query) { + + + var reactJsonnet = await jsonnet + .extString("gptResponse","") + .extString("context","This is contenxt") + .evaluateFile(reactChainJsonnetPath); + + var context = ""; + + var preset = JSON.parse(reactJsonnet).preset; + + query = preset + "\nQuestion: " + query; + + var gptResponse = await gpt3Endpoint.gptFn(query); + + console.log(gptResponse); + + context = context + query; + + jsonnet.extString("context",context).extString("gptResponse",gptResponse); + + while(!checkIfFinished(gptResponse)){ + + reactJsonnet = await jsonnet.evaluateFile(reactChainJsonnetPath); + query = JSON.parse(reactJsonnet).prompt; + + gptResponse = await gpt3Endpoint.gptFn(query); + + console.log(gptResponse); + + context += "\n" + query; + jsonnet.extString("context",context).extString("gptResponse",gptResponse); + } + + console.log(gptResponse); + + var res = gptResponse.substring(gptResponse.indexOf("Finish[")) + return res.substring(res.indexOf("[")+1,res.indexOf("]")); +} + +function checkIfFinished(response:string){ + return response.includes("Finish"); +} \ No newline at end of file diff --git a/JS/edgechains/examples/react-chain/src/index.ts b/JS/edgechains/examples/react-chain/src/index.ts new file mode 100644 index 000000000..b0f2796fb --- /dev/null +++ b/JS/edgechains/examples/react-chain/src/index.ts @@ -0,0 +1,13 @@ +import "dotenv/config"; +import { serve } from "@hono/node-server"; +import { Hono } from "hono"; +import { ReactChainRouter } from "./ReactChain.js"; + +const app = new Hono(); + +app.route("/", ReactChainRouter); + + +serve(app, () => { + console.log("server running on port 3000"); +}); diff --git a/JS/edgechains/examples/react-chain/src/react-chain.jsonnet b/JS/edgechains/examples/react-chain/src/react-chain.jsonnet new file mode 100644 index 000000000..d7e29208a --- /dev/null +++ b/JS/edgechains/examples/react-chain/src/react-chain.jsonnet @@ -0,0 +1,89 @@ +//ReAct-Chain example is taken from https://tsmatz.wordpress.com/2023/03/07/react-with-openai-gpt-and-langchain + +local config = { + "edgechains.config": { + "mapper": { + "search": std.native("udf.fn"), + }, + }, +}; + +local callFunction(funcName) = + local mapper = config["edgechains.config"].mapper; + mapper[funcName]; +local preset = ||| + You are a Reasoning + Acting (React) Chain Bot. You have to be interactive so ask the queries one by one from the user to reach to the final answer. Please provide a single Thought and single Action to the user so that the user can search the query of the action and provide you with the observation. When you have found the answer to the original prompt then the final response should be Action: Finish[Answer to the original prompt]. + For example the chain would be like this: + + Question: Which magazine was started first Arthur's Magazine or First for Women? + Thought 1: I need to search Arthur's Magazine and First for Women, and find which was + started first. + Action 1: Search[Arthur's Magazine] + Observation 1: Arthur's Magazine (1844-1846) was an American literary periodical published + in Philadelphia in the 19th century. + Thought 2: Arthur's Magazine was started in 1844. I need to search First for Women + next. + Action 2: Search[First for Women] + Observation 2: First for Women is a woman’s magazine published by Bauer Media Group in the + USA.[1] The magazine was started in 1989. + Thought 3: First for Women was started in 1989. 1844 (Arthur's Magazine) < 1989 (First + for Women), so Arthur's Magazine was started first. + Action 3: Finish[Arthur's Magazine] + + Question: Were Pavel Urysohn and Leonid Levin known for the same type of work? + Thought 1: I need to search Pavel Urysohn and Leonid Levin, find their types of work, + then find if they are the same. + Action 1: Search[Pavel Urysohn] + Observation 1: Pavel Samuilovich Urysohn (February 3, 1898 - August 17, 1924) was a Soviet + mathematician who is best known for his contributions in dimension theory. + Thought 2: Pavel Urysohn is a mathematician. I need to search Leonid Levin next and + find its type of work. + Action 2: Search[Leonid Levin] + Observation 2: Leonid Anatolievich Levin is a Soviet-American mathematician and computer + scientist. + Thought 3: Leonid Levin is a mathematician and computer scientist. So Pavel Urysohn + and Leonid Levin have the same type of work. + Action 3: Finish[yes] + + **ALL THE OBSERVATIONS WILL BE PROVIDED BY THE USER, YOU DON'T HAVE TO PROVIDE ANY OBSERVATION** + |||; + +local subStringBefore(str,c) = + local substr = std.split(str,c); + if std.length(substr) == 0 then "" else substr[0]; + +local subStringAfter(str,c) = + local substr = std.split(str,c); + if std.length(substr) == 2 then substr[1] else substr[0]; + +//To extract action from the response +local extractAction(str) = + local action = subStringBefore(subStringAfter(str, "["), "]"); + action; + +//To extract thought from the response +local extractThought(str) = + local thought = subStringAfter(subStringBefore(str, "Action"), ":"); + thought; + +local appendIfMissing(str, c) = + local arr = std.findSubstr(c,str); + if std.length(arr) == 0 then str+c else str; + +local gptResponse = std.extVar("gptResponse"); //this will be populated from the java code after the prompt is submitted to gpt +local action = extractAction(gptResponse); +local thought = extractThought(gptResponse); +local searchResponse = std.substr(callFunction("search")(action), 0, 400); //extract action from response and insert here +local observation = std.join('',["Observation:", searchResponse]); +local context = std.extVar("context") + "\n" + gptResponse + "\n" + observation; +local prompt = appendIfMissing(context, "\n" + observation); +{ + observation: observation, + thought: thought, + action: action, + preset: preset, + prompt: prompt, + context: context, + searchResponse: searchResponse, + gptResponse: gptResponse +} diff --git a/JS/edgechains/examples/react-chain/tsconfig.json b/JS/edgechains/examples/react-chain/tsconfig.json new file mode 100644 index 000000000..fef42cf44 --- /dev/null +++ b/JS/edgechains/examples/react-chain/tsconfig.json @@ -0,0 +1,17 @@ +{ + "compilerOptions": { + "types": ["dotenv/config", "jest", "node"], + "target": "ES2022", + "module": "NodeNext", + "esModuleInterop": true, + "forceConsistentCasingInFileNames": true, + "strict": true, + "skipLibCheck": true, + "jsx": "react-jsx", + "jsxImportSource": "hono/jsx", + "noImplicitAny": false, + "moduleResolution": "NodeNext", + "declaration": true + }, + "include": ["src/**/*.ts", "dist/**/*.d.ts"] +}