Skip to content
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.

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

OLLAMA_HOST support #821

Merged
merged 6 commits into from
Nov 4, 2024
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
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
5 changes: 3 additions & 2 deletions .github/workflows/ollama.yml
Original file line number Diff line number Diff line change
Expand Up @@ -32,5 +32,6 @@ jobs:
run: docker run -d -v ollama:/root/.ollama -p 11434:11434 --name ollama ollama/ollama
- name: run summarize-ollama-phi3
run: yarn test:summarize --model ollama:phi3.5 --out ./temp/summarize-ollama-phi3
# - name: run vector-search
# run: yarn run:script vector-search --model ollama:phi3 --out ./temp/rag
env:
OLLAMA_HOST: "http://localhost:11434"

40 changes: 23 additions & 17 deletions docs/src/content/docs/getting-started/configuration.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -720,12 +720,7 @@ script({

</Steps>

## Local Models

There are many projects that allow you to run models locally on your machine,
or in a container.

### LocalAI
## LocalAI

[LocalAI](https://localai.io/) act as a drop-in replacement REST API that’s compatible
with OpenAI API specifications for local inferencing. It uses free Open Source models
Expand Down Expand Up @@ -758,14 +753,20 @@ OPENAI_API_TYPE=localai

</Steps>

### Ollama
## Ollama

[Ollama](https://ollama.ai/) is a desktop application that let you download and run model locally.

Running tools locally may require additional GPU resources depending on the model you are using.

Use the `ollama` provider to access Ollama models.

:::note

GenAIScript is currently using the OpenAI API compatibility layer of Ollama.

:::

<Steps>

<ol>
Expand Down Expand Up @@ -795,6 +796,18 @@ GenAIScript will automatically pull the model, which may take some time dependin

</li>

<li>

If Ollama runs on a server or a different computer or on a different port,
you have to configure the `OLLAMA_HOST` environment variable to connect to a remote Ollama server.

```txt title=".env"
OLLAMA_HOST=https://<IP or domain>:<port>/ # server url
OLLAMA_HOST=0.0.0.0:12345 # different port
```

</li>

</ol>

</Steps>
Expand All @@ -817,21 +830,14 @@ script({
})
```

If Ollama runs on a server or a different computer, you have to configure the `OLLAMA_API_BASE` environment variable.

```txt OLLAMA_API_BASE
OLLAMA_API_BASE=http://<IP or domain>:<port>/v1
```
As GenAIScript uses OpenAI style api, you must use the `/v1` endpoints and not `/api`.

### Llamafile
## Llamafile

[https://llamafile.ai/](https://llamafile.ai/) is a single file desktop application
that allows you to run an LLM locally.

The provider is `llamafile` and the model name is ignored.

### Jan, LMStudio, LLaMA.cpp
## Jan, LMStudio, LLaMA.cpp

[Jan](https://jan.ai/), [LMStudio](https://lmstudio.ai/),
[LLaMA.cpp](https://github.com/ggerganov/llama.cpp/tree/master/examples/server)
Expand All @@ -855,7 +861,7 @@ OPENAI_API_BASE=http://localhost:...

</Steps>

### Model specific environment variables
## Model specific environment variables

You can provide different environment variables
for each named model by using the `PROVIDER_MODEL_API_...` prefix or `PROVIDER_API_...` prefix.
Expand Down
4 changes: 3 additions & 1 deletion package.json
Original file line number Diff line number Diff line change
Expand Up @@ -71,7 +71,9 @@
"prd": "node packages/cli/built/genaiscript.cjs run prd -prd",
"genai": "node packages/cli/built/genaiscript.cjs run",
"upgrade:deps": "zx scripts/upgrade-deps.mjs",
"cli": "node packages/cli/built/genaiscript.cjs"
"cli": "node packages/cli/built/genaiscript.cjs",
"ollama": "docker run -d -v ollama:/root/.ollama -p 11434:11434 --name ollama ollama/ollama",
"ollama:stop": "docker stop ollama && docker rm ollama"
},
"release-it": {
"github": {
Expand Down
32 changes: 21 additions & 11 deletions packages/core/src/connection.ts
Original file line number Diff line number Diff line change
Expand Up @@ -30,6 +30,7 @@ import {
AzureCredentialsType,
} from "./host"
import { parseModelIdentifier } from "./models"
import { parseHostVariable } from "./ollama"
import { normalizeFloat, trimTrailingSlash } from "./util"

export async function parseDefaultsFromEnv(env: Record<string, string>) {
Expand Down Expand Up @@ -276,6 +277,19 @@ export async function parseTokenFromEnv(
}
}

if (provider === MODEL_PROVIDER_OLLAMA) {
const host = parseHostVariable(env)
const base = cleanApiBase(host)
return {
provider,
model,
base,
token: "ollama",
type: "openai",
source: "env: OLLAMA_HOST",
}
}

const prefixes = [
tag ? `${provider}_${model}_${tag}` : undefined,
provider ? `${provider}_${model}` : undefined,
Expand Down Expand Up @@ -307,17 +321,6 @@ export async function parseTokenFromEnv(
}
}

if (provider === MODEL_PROVIDER_OLLAMA) {
return {
provider,
model,
base: OLLAMA_API_BASE,
token: "ollama",
type: "openai",
source: "default",
}
}

if (provider === MODEL_PROVIDER_LLAMAFILE) {
return {
provider,
Expand Down Expand Up @@ -358,6 +361,13 @@ export async function parseTokenFromEnv(
`/openai/deployments`
return b
}

function cleanApiBase(b: string) {
if (!b) return b
b = trimTrailingSlash(b)
if (!/\/v1$/.test(b)) b += "/v1"
return b
}
}

export async function updateConnectionConfiguration(
Expand Down
1 change: 1 addition & 0 deletions packages/core/src/constants.ts
Original file line number Diff line number Diff line change
Expand Up @@ -124,6 +124,7 @@ export const PROMPT_FENCE = "```"
export const MARKDOWN_PROMPT_FENCE = "`````"

export const OPENAI_API_BASE = "https://api.openai.com/v1"
export const OLLAMA_DEFAUT_PORT = 11434
export const OLLAMA_API_BASE = "http://localhost:11434/v1"
export const LLAMAFILE_API_BASE = "http://localhost:8080/v1"
export const LOCALAI_API_BASE = "http://localhost:8080/v1"
Expand Down
54 changes: 54 additions & 0 deletions packages/core/src/ollama.test.ts
Original file line number Diff line number Diff line change
@@ -0,0 +1,54 @@
import { describe, test } from "node:test"
import assert from "node:assert/strict"
import { parseHostVariable } from "./ollama"
import { OLLAMA_API_BASE, OLLAMA_DEFAUT_PORT } from "./constants"

describe("parseHostVariable", () => {
test("parses OLLAMA_HOST environment variable correctly", () => {
const env = { OLLAMA_HOST: "http://localhost:3000" }
const result = parseHostVariable(env)
assert.strictEqual(result, "http://localhost:3000/")
})

test("parses OLLAMA_API_BASE environment variable correctly", () => {
const env = { OLLAMA_API_BASE: "http://api.ollama.com" }
const result = parseHostVariable(env)
assert.strictEqual(result, "http://api.ollama.com/")
})

test("falls back to OLLAMA_API_BASE constant if no environment variable is set", () => {
const env = {}
const result = parseHostVariable(env)
assert.strictEqual(result, OLLAMA_API_BASE)
})

test("parses IP address with port correctly", () => {
const env = { OLLAMA_HOST: "192.168.1.1:8080" }
const result = parseHostVariable(env)
assert.strictEqual(result, "http://192.168.1.1:8080")
})

test("parses IP address without port correctly", () => {
const env = { OLLAMA_HOST: "192.168.1.1" }
const result = parseHostVariable(env)
assert.strictEqual(result, `http://192.168.1.1:${OLLAMA_DEFAUT_PORT}`)
})

test("parses 0.0.0.0 with port correctly", () => {
const env = { OLLAMA_HOST: "0.0.0.0:4000" }
const result = parseHostVariable(env)
assert.strictEqual(result, "http://0.0.0.0:4000")
})

test("parses localhost with port correctly", () => {
const env = { OLLAMA_HOST: "localhost:4000" }
const result = parseHostVariable(env)
assert.strictEqual(result, "http://localhost:4000")
})

test("parses 0.0.0.0 without port correctly", () => {
const env = { OLLAMA_HOST: "0.0.0.0" }
const result = parseHostVariable(env)
assert.strictEqual(result, `http://0.0.0.0:${OLLAMA_DEFAUT_PORT}`)
})
})
21 changes: 20 additions & 1 deletion packages/core/src/ollama.ts
Original file line number Diff line number Diff line change
@@ -1,11 +1,16 @@
// Import necessary modules and types for handling chat completions and model management
import { ChatCompletionHandler, LanguageModel, LanguageModelInfo } from "./chat"
import { MODEL_PROVIDER_OLLAMA } from "./constants"
import {
MODEL_PROVIDER_OLLAMA,
OLLAMA_API_BASE,
OLLAMA_DEFAUT_PORT,
} from "./constants"
import { isRequestError } from "./error"
import { createFetch } from "./fetch"
import { parseModelIdentifier } from "./models"
import { OpenAIChatCompletion } from "./openai"
import { LanguageModelConfiguration, host } from "./host"
import { URL } from "url"

/**
* Handles chat completion requests using the Ollama model.
Expand Down Expand Up @@ -105,3 +110,17 @@ export const OllamaModel = Object.freeze<LanguageModel>({
id: MODEL_PROVIDER_OLLAMA,
listModels,
})

export function parseHostVariable(env: Record<string, string>) {
const s = (
env.OLLAMA_HOST ||
env.OLLAMA_API_BASE ||
OLLAMA_API_BASE
)?.trim()
const ipm =
/^(?<address>(localhost|\d+\.\d+\.\d+\.\d+))(:(?<port>\d+))?$/i.exec(s)
if (ipm)
return `http://${ipm.groups.address}:${ipm.groups.port || OLLAMA_DEFAUT_PORT}`
const url = new URL(s)
return url.href
}
Loading