fisk

fisk

Pioneering the idea of independent AI studios run by individuals.

"Experts are the new GPUs. The largest AI labs are spending huge amounts of money, like huge amounts of money to acquire more valuable tokens, either paying experts to generate it, working through labeling companies like Scale AI or others." -- Nat Friedman, investor, entrepreneur, and former CEO of GitHub.

Notes

• Structured outputs.
• Multi-agent reasoning.
• Intelligent data sharing and blackboarding
• Virtual files system
• Entity extraction
• Sentence intent discovery
• Vector storange and search engine
• Data chunking
• Chunk reranking
• Local-model runtimes.
• Enterprise-grade applications.

fisk is intended for local use. That is, running on a local machine. You should install fisk in devDependencies if using it as a npm module.

You can use fisk in one or two ways, as a Terminal UI (TUI) or locally as an npm module.

Using fisk as a TUI

Try this:

fisk app chat

Using fisk as a module

Install it:

yarn add fisk

Use it:

import { Fisk } from 'fisk';

const fisk = await Fisk({
        addModels: {
            'sentiment-toxic': {},
            'fill-mask': {},
            'object-detection': {},
            'text-classification': {},
            'image-classification': {},
            'translate': {}, // ...and so on
        },
        databases: {
            path: WD,
            vector: {
                intentCorpusPath: join(WD, 'intents'),
                maxResults: 2,
                distanceMetric: 'cosine',
                minimumQuestionLength: 4
            },
            relational: {
                certificate: await readFile('path/to/ssl.crt'), 'utf8'), // You should enable SSL.
                identityEmail: process.env.IDENTITY_EMAIL
            }
        },
        documents: {
            chunk: {
                maxTokens: 1024,
                overlapPercentage: 10
            },
            cleanText: {
                transliterateHomoglyphs: false,
                removeLinks: true,
                keepNewlines: false
            },
            summarize: {
                minSentences: 3,
                maxSentences: 10,
                maxTextLength: 20_000
            },
            extractEntities: {
                keywords: [],
                minWordLength: 6,
                maxWordLength: 14
            },
            parserOptions: {
                html: {
                    keepAliveTimeout: 10,
                    keepAliveMaxTimeout: 10
                },
                git: {
                    allowedExtensions: ['js', 'ts', 'css', 'html'],
                    maxFileSize: 51200, // 50kb
                    globOptions: {}
                },
                ocr: {
                    mode: 'speed',
                    langs: ['eng']
                }
            }
        },
        ai: {
            openai: {
                temperature: 0.1,
                topP: 1,
                topK: 50,
                maxTokens: 1000,
                presencePenalty: 0.5,
                frequencyPenalty: 1,
            }
        // ...Anthropic, ollama, Mistral...

See the API documentation

Using fisk as a TUI

Install fisk globally. For example

npm i -g fisk

Then just run > fisk.

Environment variables you must set

When running as a module you'll need to set some environment variables. See .env-example for settings, and the API documentation for details.