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Merged
lixun910 merged 2 commits into from
Sep 8, 2025
Merged

feat: ai assistant support llm proxy server #3188

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b8b5e45
support llm proxy server
lixun910 Aug 20, 2025
47ee406
rebase
lixun910 Sep 7, 2025
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4 changes: 2 additions & 2 deletions examples/demo-app/package.json
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Original file line number Diff line number Diff line change
Expand Up @@ -31,8 +31,8 @@
"@loaders.gl/csv": "^4.3.2",
"@loaders.gl/json": "^4.3.2",
"@loaders.gl/parquet": "^4.3.2",
"@openassistant/core": "^0.5.13",
"@openassistant/ui": "^0.5.13",
"@openassistant/core": "^0.5.17",
"@openassistant/ui": "^0.5.17",
"@types/classnames": "^2.3.1",
"@types/keymirror": "^0.1.1",
"apache-arrow": ">=15.0.0",
Expand Down
87 changes: 85 additions & 2 deletions examples/demo-app/yarn.lock
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Original file line number Diff line number Diff line change
Expand Up @@ -5049,6 +5049,44 @@ __metadata:
languageName: node
linkType: hard

"@openassistant/core@npm:0.5.18, @openassistant/core@npm:^0.5.17":
version: 0.5.18
resolution: "@openassistant/core@npm:0.5.18"
dependencies:
"@ai-sdk/openai": "npm:^1.3.21"
"@ai-sdk/react": "npm:^1.2.11"
"@ai-sdk/ui-utils": "npm:^1.2.10"
"@langchain/core": "npm:^0.3.38"
ai: "npm:^4.3.19"
openai: "npm:^4.93.0"
openai-zod-functions: "npm:^0.1.2"
zod: "npm:^3.24.4"
zod-to-json-schema: "npm:^3.24.1"
peerDependencies:
"@ai-sdk/amazon-bedrock": ^1.1.6
"@ai-sdk/anthropic": ^1.1.14
"@ai-sdk/deepseek": ^0.1.8
"@ai-sdk/google": ^1.1.8
"@ai-sdk/xai": ^1.1.8
ollama-ai-provider-v2: ^0.0.6
react: ">=18.2"
peerDependenciesMeta:
"@ai-sdk/amazon-bedrock":
optional: true
"@ai-sdk/anthropic":
optional: true
"@ai-sdk/deepseek":
optional: true
"@ai-sdk/google":
optional: true
"@ai-sdk/xai":
optional: true
ollama-ai-provider-v2:
optional: true
checksum: 10c0/3e370d3f574ae3eaa0cdbf0658812f2d5b9bacb92ee8645fc18cd29c9d0b6e0dd5d66c2377eb2d0b26382d8b9fe42ed320ad43f8b2610c068fdf1a3907098aa6
languageName: node
linkType: hard

"@openassistant/duckdb@npm:^0.5.13":
version: 0.5.18
resolution: "@openassistant/duckdb@npm:0.5.18"
Expand Down Expand Up @@ -5189,6 +5227,31 @@ __metadata:
languageName: node
linkType: hard

"@openassistant/ui@npm:^0.5.17":
version: 0.5.18
resolution: "@openassistant/ui@npm:0.5.18"
dependencies:
"@ai-sdk/ui-utils": "npm:^1.2.11"
"@heroui/react": "npm:^2.7.8"
"@heroui/use-clipboard": "npm:^2.1.8"
"@iconify/react": "npm:^5.1.0"
"@openassistant/core": "npm:0.5.18"
"@openassistant/utils": "npm:0.5.18"
ai: "npm:^4.3.19"
framer-motion: "npm:^11.15.0"
html2canvas: "npm:^1.4.1"
next-themes: "npm:^0.4.4"
react-audio-voice-recorder: "npm:^2.2.0"
react-markdown: "npm:^10.0.0"
remark-gfm: "npm:^4.0.1"
tailwindcss: "npm:^3.4.17"
peerDependencies:
react: ">=18.2"
react-dom: ">=18.2"
checksum: 10c0/d0ddada031f21e24396d0f060b629495506207b6fc875e72fd389be5a2fb6a61fc7424a924eb0709453e35e830ae5b063bb420a4edab721d303a6e0b01794b7e
languageName: node
linkType: hard

"@openassistant/utils@npm:0.5.13":
version: 0.5.13
resolution: "@openassistant/utils@npm:0.5.13"
Expand Down Expand Up @@ -9735,6 +9798,26 @@ __metadata:
languageName: node
linkType: hard

"ai@npm:^4.3.19":
version: 4.3.19
resolution: "ai@npm:4.3.19"
dependencies:
"@ai-sdk/provider": "npm:1.1.3"
"@ai-sdk/provider-utils": "npm:2.2.8"
"@ai-sdk/react": "npm:1.2.12"
"@ai-sdk/ui-utils": "npm:1.2.11"
"@opentelemetry/api": "npm:1.9.0"
jsondiffpatch: "npm:0.6.0"
peerDependencies:
react: ^18 || ^19 || ^19.0.0-rc
zod: ^3.23.8
peerDependenciesMeta:
react:
optional: true
checksum: 10c0/738ac453b3e61b2f2282941fe8af946c42696fbdcffa5ac213823377bcddf475f26923cf2ca5656d5655e5c351e355e1af62dcb04a6df6139b67bac650b01af2
languageName: node
linkType: hard

"almost-equal@npm:^1.1.0":
version: 1.1.0
resolution: "almost-equal@npm:1.1.0"
Expand Down Expand Up @@ -16002,8 +16085,8 @@ __metadata:
"@loaders.gl/csv": "npm:^4.3.2"
"@loaders.gl/json": "npm:^4.3.2"
"@loaders.gl/parquet": "npm:^4.3.2"
"@openassistant/core": "npm:^0.5.13"
"@openassistant/ui": "npm:^0.5.13"
"@openassistant/core": "npm:^0.5.17"
"@openassistant/ui": "npm:^0.5.17"
"@types/classnames": "npm:^2.3.1"
"@types/keymirror": "npm:^0.1.1"
apache-arrow: "npm:>=15.0.0"
Expand Down
18 changes: 9 additions & 9 deletions src/ai-assistant/package.json
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Original file line number Diff line number Diff line change
Expand Up @@ -40,15 +40,15 @@
"@kepler.gl/table": "3.2.0",
"@kepler.gl/types": "3.2.0",
"@kepler.gl/utils": "3.2.0",
"@openassistant/core": "^0.5.13",
"@openassistant/duckdb": "^0.5.13",
"@openassistant/echarts": "^0.5.13",
"@openassistant/geoda": "^0.5.13",
"@openassistant/osm": "^0.5.13",
"@openassistant/plots": "^0.5.13",
"@openassistant/tables": "^0.5.13",
"@openassistant/ui": "^0.5.13",
"@openassistant/utils": "^0.5.13",
"@openassistant/core": "^0.5.17",
"@openassistant/duckdb": "^0.5.17",
"@openassistant/echarts": "^0.5.17",
"@openassistant/geoda": "^0.5.17",
"@openassistant/osm": "^0.5.17",
"@openassistant/plots": "^0.5.17",
"@openassistant/tables": "^0.5.17",
"@openassistant/ui": "^0.5.17",
"@openassistant/utils": "^0.5.17",
"color-interpolate": "^1.0.5",
"global": "^4.3.0",
"ollama-ai-provider-v2": "^0.0.5",
Expand Down
67 changes: 39 additions & 28 deletions src/ai-assistant/src/components/ai-assistant-config.tsx
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Original file line number Diff line number Diff line change
Expand Up @@ -16,7 +16,7 @@ import {
} from '@kepler.gl/components';
import {State} from '../index';
import ApiKey from '../icons/api-key';
import {PROVIDER_MODELS} from '../config/models';
import {PROVIDER_MODELS, PROVIDER_DEFAULT_BASE_URLS} from '../config/models';
import {useLocalStorage} from 'usehooks-ts';
import {GetAssistantModelByProvider} from '@openassistant/core';
import {updateAiAssistantConfig} from '../actions';
Expand Down Expand Up @@ -152,7 +152,7 @@ export function AiAssistantConfig() {
const [topP, setTopP] = useLocalStorage('ai-assistant-top-p', aiAssistantConfig.topP || 1.0);
const [baseUrl, setBaseUrl] = useLocalStorage(
'ai-assistant-base-url',
aiAssistantConfig.baseUrl || 'http://localhost:11434/api'
aiAssistantConfig.baseUrl || PROVIDER_DEFAULT_BASE_URLS[provider]
);
const [mapboxToken, setMapboxToken] = useLocalStorage(
'ai-assistant-mapbox-token',
Expand All @@ -168,6 +168,7 @@ export function AiAssistantConfig() {
if (typeof value === 'string') {
setProvider(value);
setModel(PROVIDER_MODELS[value][0]);
setBaseUrl(PROVIDER_DEFAULT_BASE_URLS[value]);
setConnectionError(false);
setErrorMessage('');
}
Expand Down Expand Up @@ -224,19 +225,32 @@ export function AiAssistantConfig() {
setTimeout(() => reject(new Error('Connection timeout after 15 seconds')), 15000);
});

const AssistantModel = GetAssistantModelByProvider({
const AssistantModel = await GetAssistantModelByProvider({
provider: provider
});

if (!AssistantModel || !AssistantModel.configure || !AssistantModel.testConnection) {
throw new Error('Failed to initialize AI model');
}

// configure model
AssistantModel.configure({
model: model,
baseURL: baseUrl || PROVIDER_DEFAULT_BASE_URLS[provider],
apiKey: apiKey,
temperature: Number(temperature),
topP: Number(topP)
});

const success = (await Promise.race([
AssistantModel?.testConnection(apiKey, model),
AssistantModel.testConnection(apiKey, model),
timeoutPromise
])) as boolean;

const errorMessage = !success
? provider === 'ollama'
? 'Connection failed: maybe invalid Ollama Base URL'
: 'Connection failed: maybe invalid API Key'
? 'Connection failed: maybe invalid Base URL'
: 'Connection failed: maybe invalid API Key or Base URL'
: '';
setConnectionError(!success);
setErrorMessage(errorMessage);
Expand All @@ -245,7 +259,7 @@ export function AiAssistantConfig() {
provider: provider,
model: model,
apiKey: apiKey,
baseUrl: baseUrl,
baseUrl: baseUrl || PROVIDER_DEFAULT_BASE_URLS[provider],
isReady: success,
temperature: temperature,
topP: topP,
Expand Down Expand Up @@ -322,11 +336,11 @@ export function AiAssistantConfig() {
/>
</OllamaModelInputWrapper>
)}
{provider !== 'ollama' ? (
{provider !== 'ollama' && (
<>
<PanelLabelWrapper>
<SectionTitle>
<FormattedMessage id="aiAssistantManager.apiKey.placeholder" />
<FormattedMessage id="aiAssistantManager.apiKey.title" />
</SectionTitle>
</PanelLabelWrapper>
<div className="api-key-input">
Expand All @@ -341,26 +355,23 @@ export function AiAssistantConfig() {
/>
</div>
</>
) : (
<>
<PanelLabelWrapper>
<SectionTitle>
<FormattedMessage id="aiAssistantManager.baseUrl.placeholder" />
</SectionTitle>
</PanelLabelWrapper>
<div className="api-key-input">
<div className="api-key-input__icon">
<ApiKey height="20px" />
</div>
<Input
type="text"
onChange={onBaseUrlChange}
placeholder={intl.formatMessage({id: 'aiAssistantManager.baseUrl.placeholder'})}
value={baseUrl}
/>
</div>
</>
)}
<PanelLabelWrapper>
<SectionTitle>
<FormattedMessage id="aiAssistantManager.baseUrl.title" />
</SectionTitle>
</PanelLabelWrapper>
<div className="api-key-input">
<div className="api-key-input__icon">
<ApiKey height="20px" />
</div>
<Input
type="text"
onChange={onBaseUrlChange}
placeholder={PROVIDER_DEFAULT_BASE_URLS[provider]}
value={baseUrl}
/>
</div>
{connectionError && (
<StyleErrorMessage className="error-message">{errorMessage}</StyleErrorMessage>
)}
Expand Down
62 changes: 37 additions & 25 deletions src/ai-assistant/src/config/models.ts
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@@ -1,33 +1,45 @@
// SPDX-License-Identifier: MIT
// Copyright contributors to the kepler.gl project

export const PROVIDER_DEFAULT_BASE_URLS = {
"openai": "https://api.openai.com/v1",
"anthropic": "https://api.anthropic.com/v1",
"google": "https://generativelanguage.googleapis.com/v1beta",
"deepseek": "https://api.deepseek.com/v1",
"xai": "https://api.x.ai/v1",
"ollama": "http://localhost:11434/api"
};

export const PROVIDER_MODELS = {
"openai": [
"gpt-4.1",
"gpt-4o",
"gpt-4o-mini",
"gpt-4",
"gpt-3.5-turbo",
"o1",
"o1-preview",
"o1-mini"
openai: [
'gpt-4.1',
'gpt-4o',
'gpt-4o-mini',
'gpt-4',
'gpt-3.5-turbo',
'o1',
'o1-preview',
'o1-mini'
],
"google": [
"gemini-2.5-flash-preview-04-17",
"gemini-2.5-pro-preview-05-06",
"gemini-2.0-flash",
"gemini-1.5-flash",
"gemini-1.5-pro"
google: [
'gemini-2.5-flash',
'gemini-2.5-pro',
'gemini-2.0-flash',
'gemini-1.5-flash',
'gemini-1.5-pro'
],
"deepseek": ["deepseek-chat"],
"anthropic": [
"claude-3.7-sonnet",
"claude-3.5-sonnet",
"claude-3.5-haiku",
"claude-3-opus",
"claude-3-sonnet",
"claude-3-haiku"
deepseek: ['deepseek-chat'],
anthropic: [
'claude-opus-4-1',
'claude-opus-4-0',
'claude-sonnet-4-0',
'claude-3.7-sonnet',
'claude-3.5-sonnet',
'claude-3.5-haiku',
'claude-3-opus',
'claude-3-sonnet',
'claude-3-haiku'
],
"xai": ["grok-3", "grok-3-fast", "grok-3-mini", "grok-3-mini-fast"],
"ollama": ["deepseek-r1", "gemma3", "llama4", "llama3.3", "mistral", "phi4", "qwen3", "qwen2.5"]
xai: ['grok-3', 'grok-3-fast', 'grok-3-mini', 'grok-3-mini-fast'],
ollama: ['qwen3:32b', 'gpt-oss']
};
12 changes: 6 additions & 6 deletions src/ai-assistant/src/localization.ts
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Expand Up @@ -21,8 +21,8 @@ export const messages = {
placeholder: 'Enter your API Key'
},
baseUrl: {
title: 'Ollama Base URL',
placeholder: 'Enter OllamaBase URL'
title: 'Base URL',
placeholder: 'Enter Base URL'
},
temperature: {
title: 'Temperature'
Expand All @@ -49,8 +49,8 @@ export const messages = {
placeholder: 'Syötä API-avain'
},
baseUrl: {
title: 'Ollama Base URL',
placeholder: 'Syötä Ollama Base URL'
title: 'Base URL',
placeholder: 'Syötä Base URL'
},
temperature: {
title: 'Lämpötila'
Expand Down Expand Up @@ -161,8 +161,8 @@ export const messages = {
placeholder: 'API キーを入力'
},
baseUrl: {
title: 'Ollama Base URL',
placeholder: 'OllamaBase URL を入力'
title: 'Base URL',
placeholder: 'Base URL を入力'
},
temperature: {
title: '温度'
Expand Down
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