Skip to content

experimental: allow Cali to use local models through Ollama #60

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
borisyankov wants to merge 2 commits into
base: main
Choose a base branch
from
Open

experimental: allow Cali to use local models through Ollama #60

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
9293f19
refactor: extract model configuration in separate file
borisyankov Dec 5, 2024
caa808a
experimental: use a local model through Ollama
borisyankov Dec 6, 2024
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
1 change: 1 addition & 0 deletions packages/cali/package.json
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -18,6 +18,7 @@
"dedent": "^1.5.3",
"dotenv": "^16.4.5",
"gradient-string": "^3.0.0",
"ollama-ai-provider": "^1.0.0",
"zod": "^3.23.8"
},
"bugs": {
Expand Down
10 changes: 2 additions & 8 deletions packages/cali/src/cli.ts
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,6 @@

import 'dotenv/config'

import { createOpenAI } from '@ai-sdk/openai'
import { confirm, outro, select, spinner, text } from '@clack/prompts'
import { CoreMessage, generateText } from 'ai'
import * as tools from 'cali-tools'
Expand All @@ -12,7 +11,6 @@ import { retro } from 'gradient-string'
import { z } from 'zod'

import { reactNativePrompt } from './prompt.js'
import { getApiKey } from './utils.js'

const MessageSchema = z.union([
z.object({ type: z.literal('select'), content: z.string(), options: z.array(z.string()) }),
Expand Down Expand Up @@ -49,11 +47,7 @@ console.log(

console.log()

const AI_MODEL = process.env.AI_MODEL || 'gpt-4o'

const openai = createOpenAI({
apiKey: await getApiKey('OpenAI', 'OPENAI_API_K2EY'),
})
import model from './model-ollama.js'

async function startSession(): Promise<CoreMessage[]> {
const question = await text({
Expand Down Expand Up @@ -88,7 +82,7 @@ while (true) {
s.start(chalk.gray('Thinking...'))

const response = await generateText({
model: openai(AI_MODEL),
model,
system: reactNativePrompt,
tools,
maxSteps: 10,
Expand Down
13 changes: 13 additions & 0 deletions packages/cali/src/model-ollama.ts
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,13 @@
// to make this work:
// 1. Download ollama and install it: https://ollama.com/
// 2. Run `ollama run llama3.2`

import { createOllama } from 'ollama-ai-provider'

const ollama = createOllama({
baseURL: 'http://localhost:11434/api',
})

const model = ollama('llama3.2:latest')

export default model
13 changes: 13 additions & 0 deletions packages/cali/src/model.ts
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,13 @@
import { createOpenAI } from '@ai-sdk/openai'

import { getApiKey } from './utils.js'

const AI_MODEL = process.env.AI_MODEL || 'gpt-4o'

const openai = createOpenAI({
apiKey: await getApiKey('OpenAI', 'OPENAI_API_K2EY'),
})

const model = openai(AI_MODEL)

export default model