Add hello world for r2ai with Google Bard

This commit is contained in:
pancake 2023-07-18 13:49:05 +02:00
commit c56e6eb7d2
7 changed files with 901 additions and 0 deletions

9
Makefile Normal file
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all: node_modules
tsc r2ai.ts
gcc hello.c -o hello
# r2 -c 'af' -c '$$ai=. r2ai.js' -i r2ai.js hello
r2 -c 'af' -c '$$ai=. r2ai.js' hello
node_modules:
mkdir -p node_modules
npm i

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README.md Normal file
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# OpenAI GPT3 plugin for radare2
This plugin allows you to describe functions in radare2 using
the openai public API.
## Compilation
The plugin is written in Typescript, but don't worry, you just need
to type `make` to get everything compiled into a single `r2ai.js`.
## Usage
First of all you must login in `https://www.openai.com` and create
a new api key to use it.
Open a terminal and set the `OPENAI_API_KEY` env var with your key.
```sh
export OPENAI_API_KEY="sk-uaVxaKNMvobxyRkramoIjtT3BlbkFJjEOjcT1gj3cG9C2CcQ5"
```
## Installation
Right now that's just a PoC, so there's no installation but you can define
an alias to run the script from the r2 shell.
```sh
$ r2 -c '$ai=. r2ai.js' /bin/ls
```
## Clippy!
Reading text is boring, but you can always take advantage of the text-to-speech
functionality of radare2 to listen to the description while reading the assembly
```
> %R2AI_TTS=1
> $ai
╭──╮ ╭───────────────────────────────────────────────────╮
│ ╶│╶ │ │
│ O o < The decompiled function prints out "Hello World".
│ │ │ │
│ ╭┘ ╰───────────────────────────────────────────────────╯
│ ╰
╰──'
```
## Future
There are many more applications that we can take advantage in radare2
* Make questions about how to do something with r2pipe
* Ask what's an r2 command doing
* Pass the assembly code directly
* Support more languages (openai knows the language of the question and answers in the same language)
* Find checksums
* Identify crypto algorithms
## Looking for contributions
This is opensource, which means that anyone can contribute and play with it.
So feel free to have fun and submit a PR if you think so!
--pancake

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bard.r2.js Normal file
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(function() {
// global settings
const settings = {
usePdc: true
}
function queryEsil(question) {
if (question.indexOf('expression') !== -1) {
const res = r2.cmd("aoeq");
bard (question + res);
} else if (question.indexOf('ranslate') !== -1) {
const res = r2.cmd("piq 1 @e:scr.color=0");
bard (question + ": " + res);
} else {
const res = r2.cmd("pdf @e:asm.bytes=0@e:asm.esil=true@e:scr.color=0");
const message = question + ":\n```\n" + res + '\n```\n';
bard (message);
}
}
function queryProgram(question) {
const res = r2.cmd("afs @@@F");
const quote = (x) => `"${x}"`;
if (res.length > 0) {
let message = "";
const fun = res[0];
message += 'Considering a program with the following functions:\n```';
message += res + '\n```\n';
message += question;
console.log(message);
bard(message);
} else {
console.error ("No function found");
}
}
function queryFunction(question) {
const res = r2.cmdj("afij");
const quote = (x) => `"${x}"`;
if (res.length > 0) {
let message = "";
const fun = res[0];
message += `The function have this signature '${fun.signature}'.\n`;
const pdsf = r2.cmd("pdsf@e:scr.color=0");
const imports = [];
const strings = [];
for (const line of pdsf.split(/\n/g)) {
const words = line.split(/ /g);
for (const word of words) {
if (word.startsWith("sym.imp.")) {
imports.push (word.slice(8));
}
if (word.startsWith("str.")) {
strings.push (word.slice(4));
}
}
}
if (imports.length > 0) {
message += " It is calling the following external functions: " + imports.join(', ') + ".\n";
}
if (strings.length > 0) {
message += " And uses these strings: " + strings.map(quote).join(', ') + ".\n";
}
if (settings.usePdc || (imports.length === 0 && strings.length === 0)) {
message += ' The pseudo code in base64 looks like:\n```c\n' + r2.cmd("pdc@e:scr.color=0") + '```';
}
message += question;
bard(message);
} else {
console.error ("No function found");
}
}
if (false) {
const
// message = "\nExplain the following ESIL expression: ";
// message = "\nOptimize and give me a decompilation in python of the given function in ESIL";
message = "\nTranslate the following instruction to ESIL";
queryEsil (message);
}
if (false) {
const
message = "\nGive me a frida script to hook the write function and print the arguments passed.";
queryProgram (message);
}
if (true) {
const
// message = "\nCan you give this function a better name?";
// message = "\nCan you provide a pseudocode in python?";
message = "\nPlease, explain what this function is doing.";
// message = "\nCan you optimize and decompile this function for me?";
queryFunction (message);
}
function bard(message) {
console.log(message);
r2.cmd("p6ds "+ b64(message) + " > q.txt");
// r2.call('!x="$(cat q.txt)"; bard-cli "$x"');
r2.call('!x="$(cat q.txt)"; bard-cli "$x"');
// console.log("\"!bard-cli `echo '" + b64(message) + "' | base64 -D`\"");
// r2.call("\"!bard-cli `echo '" + b64(message) + "' | base64 -D`\"");
}
})();

6
hello.c Normal file
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#include <stdio.h>
int main() {
printf ("Hello World");
return 0;
}

665
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}

9
package.json Normal file
View File

@ -0,0 +1,9 @@
{
"dependencies": {
"openai": "^3.1.0",
"r2pipe": "^2.8.0"
},
"devDependencies": {
"@types/node": "^18.11.10"
}
}

48
r2ai.ts Normal file
View File

@ -0,0 +1,48 @@
import { Configuration, OpenAIApi } from "openai";
const r2pipe = require ("r2pipe");
// import { open, r2node } from "r2pipe"; /// XXX we need types!
const useTTS = process.env.R2AI_TTS === '1';
const configuration = new Configuration({
organization: "org-ges0Q9PvVCq5zJEpqwVgM6YC",
apiKey: process.env.OPENAI_API_KEY,
});
type QuestionType = "identify" | "readcode";
function getQuestion(q: QuestionType) : string {
switch (q) {
case "identify":
return "What open source project is this code from. Please only give me the program name and package name:";
case "readcode":
return "Can you explain what this decompiled function do?";
}
}
async function main() {
const openai = new OpenAIApi(configuration);
try {
const response = await openai.listEngines();
var r2 = r2pipe.open()
const input = getQuestion("readcode");
const completion = await openai.createCompletion({
model: "text-davinci-003",
prompt: input + "```c\n" + r2.cmd("af;pdg") + "\n```\n",
});
console.log(completion.data.choices);
const text = completion.data.choices[0].text;
if (useTTS) {
const filtered = text.replace(/[\n\*"]/, '');
console.log(r2.cmd("\"?E " + text + "\""));
r2.cmd("\"!say " + text + "\"");
} else {
console.log(text);
}
} catch (e) {
console.log("Set your OPENAI API with the %OPENAI_API_KEY env var");
}
}
main().then(function() {}).catch(function(err) {
console.error(err.toString());
});