Added JSON / Summary LLM safeguard
This commit is contained in:
@@ -1,6 +1,6 @@
|
|||||||
{
|
{
|
||||||
"name": "@ztimson/ai-utils",
|
"name": "@ztimson/ai-utils",
|
||||||
"version": "0.8.11",
|
"version": "0.8.12",
|
||||||
"description": "AI Utility library",
|
"description": "AI Utility library",
|
||||||
"author": "Zak Timson",
|
"author": "Zak Timson",
|
||||||
"license": "MIT",
|
"license": "MIT",
|
||||||
|
|||||||
54
src/llm.ts
54
src/llm.ts
@@ -1,3 +1,4 @@
|
|||||||
|
import {sum} from '@tensorflow/tfjs';
|
||||||
import {JSONAttemptParse} from '@ztimson/utils';
|
import {JSONAttemptParse} from '@ztimson/utils';
|
||||||
import {AbortablePromise, Ai} from './ai.ts';
|
import {AbortablePromise, Ai} from './ai.ts';
|
||||||
import {Anthropic} from './antrhopic.ts';
|
import {Anthropic} from './antrhopic.ts';
|
||||||
@@ -357,11 +358,30 @@ class LLM {
|
|||||||
* @returns {Promise<{} | {} | RegExpExecArray | null>}
|
* @returns {Promise<{} | {} | RegExpExecArray | null>}
|
||||||
*/
|
*/
|
||||||
async json(text: string, schema: string, options?: LLMRequest): Promise<any> {
|
async json(text: string, schema: string, options?: LLMRequest): Promise<any> {
|
||||||
const code = await this.code(text, {...options, system: [
|
let system = `Your job is to convert input to JSON. Call \`submit\` exactly once with JSON matching this schema:\n\`\`\`json\n${schema}\n\`\`\``;
|
||||||
options?.system,
|
if(options?.system) system += '\n\n' + options.system;
|
||||||
`Only respond using JSON matching this schema:\n\`\`\`json\n${schema}\n\`\`\``
|
return new Promise(async (resolve, reject) => {
|
||||||
].filter(t => !!t).join('\n')});
|
let done = false;
|
||||||
return code ? JSONAttemptParse(code, {}) : null;
|
const resp = await this.ask(text, {
|
||||||
|
temperature: 0.3,
|
||||||
|
...options,
|
||||||
|
system,
|
||||||
|
tools: [{
|
||||||
|
name: 'submit',
|
||||||
|
description: 'Submit JSON',
|
||||||
|
args: {json: {type: 'string', description: 'Javascript parsable JSON string', required: true}},
|
||||||
|
fn: (args) => {
|
||||||
|
try {
|
||||||
|
const json = JSON.parse(args.json);
|
||||||
|
resolve(json);
|
||||||
|
done = true;
|
||||||
|
} catch { return 'Invalid JSON'; }
|
||||||
|
return 'Done';
|
||||||
|
}
|
||||||
|
}, ...(options?.tools || [])],
|
||||||
|
});
|
||||||
|
if(!done) reject(`AI failed to create summary: ${resp}`);
|
||||||
|
});
|
||||||
}
|
}
|
||||||
|
|
||||||
/**
|
/**
|
||||||
@@ -371,8 +391,28 @@ class LLM {
|
|||||||
* @param options LLM request options
|
* @param options LLM request options
|
||||||
* @returns {Promise<string>} Summary
|
* @returns {Promise<string>} Summary
|
||||||
*/
|
*/
|
||||||
summarize(text: string, tokens: number = 500, options?: LLMRequest): Promise<string | null> {
|
async summarize(text: string, tokens: number = 500, options?: LLMRequest): Promise<string | null> {
|
||||||
return this.ask(text, {system: `Generate the shortest summary possible <= ${tokens} tokens. Output nothing else`, temperature: 0.3, ...options});
|
let system = `Your job is to summarize the users message. Call \`submit\` exactly once with the shortest summary possible that's <= ${tokens} tokens. Output nothing else`;
|
||||||
|
if(options?.system) system += '\n\n' + options.system;
|
||||||
|
return new Promise(async (resolve, reject) => {
|
||||||
|
let done = false;
|
||||||
|
const resp = await this.ask(text, {
|
||||||
|
temperature: 0.3,
|
||||||
|
...options,
|
||||||
|
system,
|
||||||
|
tools: [{
|
||||||
|
name: 'submit',
|
||||||
|
description: 'Submit summary',
|
||||||
|
args: {summary: {type: 'string', description: 'Summarization', required: true}},
|
||||||
|
fn: (args) => {
|
||||||
|
done = true;
|
||||||
|
resolve(args.summary || null);
|
||||||
|
return 'Done';
|
||||||
|
}
|
||||||
|
}, ...(options?.tools || [])],
|
||||||
|
});
|
||||||
|
if(!done) reject(`AI failed to create summary: ${resp}`);
|
||||||
|
});
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
|||||||
Reference in New Issue
Block a user