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7,985 changes: 3,248 additions & 4,737 deletions package-lock.json

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91 changes: 53 additions & 38 deletions package.json
Original file line number Diff line number Diff line change
Expand Up @@ -41,6 +41,10 @@
"type": "./dist/sub-modules/providers/groq/index.d.ts",
"default": "./dist/sub-modules/providers/groq/index.js"
},
"./openrouter": {
"type": "./dist/sub-modules/providers/openrouter/index.d.ts",
"default": "./dist/sub-modules/providers/openrouter/index.js"
},
"./pg": {
"type": "./dist/sub-modules/providers/pg/index.d.ts",
"default": "./dist/sub-modules/providers/pg/index.js"
Expand Down Expand Up @@ -77,6 +81,9 @@
"groq": [
"dist/sub-modules/providers/groq/index.d.ts"
],
"openrouter": [
"dist/sub-modules/providers/openrouter/index.d.ts"
],
"pg": [
"dist/sub-modules/providers/pg/index.d.ts"
],
Expand Down Expand Up @@ -124,59 +131,61 @@
"!*/__tests__"
],
"peerDependencies": {
"@loopback/core": "^6.1.11"
"@loopback/core": "^7.0.11"
},
"dependencies": {
"@langchain/community": "^0.3.50",
"@langchain/core": "^0.3.80",
"@langchain/langgraph": "^0.4.4",
"@loopback/repository": "^7.0.14",
"@sourceloop/chat-service": "15.0.3",
"@sourceloop/core": "17.0.3",
"@sourceloop/file-utils": "0.3.7",
"langchain": "^0.3.37",
"loopback4-authentication": "^12.2.0",
"loopback4-authorization": "^7.0.3",
"tslib": "^2.8.0",
"winston": "^3.15.0"
"@langchain/community": "^1.1.27",
"@langchain/core": "^1.1.40",
"@langchain/langgraph": "^1.2.8",
"@loopback/repository": "^8.0.11",
"@loopback/sequelize": "^0.8.8",
"@sourceloop/chat-service": "^17.0.6",
"@sourceloop/core": "^20.0.6",
"@sourceloop/file-utils": "^0.5.6",
"langchain": "^1.3.3",
"loopback4-authentication": "^13.0.4",
"loopback4-authorization": "^8.1.3",
"tslib": "^2.8.1",
"winston": "^3.19.0"
},
"devDependencies": {
"@commitlint/cli": "^19.8.1",
"@commitlint/config-conventional": "^16.2.1",
"@commitlint/cli": "^20.5.0",
"@commitlint/config-conventional": "^20.5.0",
"@google/generative-ai": "^0.24.1",
"@istanbuljs/nyc-config-typescript": "^1.0.2",
"@langchain/anthropic": "^0.3.26",
"@langchain/aws": "^0.1.13",
"@langchain/cerebras": "^0.0.2",
"@langchain/google-genai": "^0.2.16",
"@langchain/groq": "^0.2.3",
"@langchain/ollama": "^0.2.3",
"@langchain/openai": "^0.6.11",
"@langfuse/core": "^4.4.2",
"@langfuse/langchain": "^4.4.2",
"@loopback/build": "^11.0.9",
"@loopback/eslint-config": "^15.0.5",
"@loopback/testlab": "^7.0.9",
"@langchain/anthropic": "^1.3.26",
"@langchain/aws": "^1.3.5",
"@langchain/cerebras": "^1.0.4",
"@langchain/google-genai": "^2.1.27",
"@langchain/groq": "^1.2.0",
"@langchain/ollama": "^1.2.6",
"@langchain/openai": "^1.4.4",
"@langchain/openrouter": "^0.2.2",
"@langfuse/core": "^5.1.0",
"@langfuse/langchain": "^5.1.0",
"@loopback/build": "^12.0.11",
"@loopback/eslint-config": "^16.0.1",
"@loopback/testlab": "^8.0.11",
"@semantic-release/changelog": "^6.0.3",
"@semantic-release/commit-analyzer": "^13.0.1",
"@semantic-release/git": "^10.0.1",
"@semantic-release/github": "^12.0.1",
"@semantic-release/npm": "^13.1.1",
"@semantic-release/release-notes-generator": "^14.0.3",
"@types/dotenv": "^8.2.0",
"@semantic-release/github": "^12.0.6",
"@semantic-release/npm": "^13.1.5",
"@semantic-release/release-notes-generator": "^14.1.0",
"@types/dotenv": "^8.2.3",
"@types/jsonwebtoken": "^9.0.10",
"@types/node": "^20.16.14",
"@types/node": "^25.6.0",
"commitizen": "^4.3.1",
"cz-format-extension": "1.5.0",
"cz-format-extension": "1.6.0",
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caret is missing here as well

"db-migrate": "^1.0.0-beta.21",
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why these are not upgraded...

"dotenv": "^16.6.1",
"eslint": "^8.57.1",
"husky": "^9.1.7",
"jsonwebtoken": "^9.0.2",
"jsonwebtoken": "^9.0.3",
"loopback-connector-sqlite3": "^3.0.0",
"mochawesome": "^7.1.3",
"pg": "^8.16.3",
"semantic-release": "^25.0.1",
"mochawesome": "^7.1.4",
"pg": "^8.20.0",
"semantic-release": "^25.0.3",
"source-map-support": "^0.5.21",
"ts-node": "^10.9.2",
"typescript": "^5.6.3"
Expand All @@ -186,7 +195,7 @@
"jws": "3.2.3",
"node-forge": "1.4.0",
"validator": "13.15.22",
"axios": "1.13.6",
"axios": "1.15.0",
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caret missing

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this is inside overrides

"fast-xml-parser": "5.5.8",
"simple-git": "3.33.0",
"flatted": "3.4.2",
Expand All @@ -197,6 +206,12 @@
"tar": "7.5.12",
"minimatch": "10.2.4",
"undici": "6.24.1",
"@loopback/context": {
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why these overrides are needed ?

"uuid": "^9.0.1"
},
"@sourceloop/file-utils": {
"@loopback/context": "7.0.14"
},
"swagger-stats": {
"send": "^1.1.0"
},
Expand Down
5 changes: 3 additions & 2 deletions src/components/db-query/providers/datasets.retriever.ts
Original file line number Diff line number Diff line change
@@ -1,8 +1,9 @@
import {Document} from '@langchain/core/documents';
import {BaseRetriever} from '@langchain/core/retrievers';
import {VectorStore} from '@langchain/core/vectorstores';
import {inject, Provider, ValueOrPromise} from '@loopback/core';
import {AnyObject} from '@loopback/repository';
import {MemoryVectorStore} from 'langchain/vectorstores/memory';
import {MemoryVectorStore} from '@langchain/classic/vectorstores/memory';
import {AiIntegrationBindings} from '../../../keys';
import {DbQueryStoredTypes} from '../types';
import {AuthenticationBindings} from 'loopback4-authentication';
Expand All @@ -19,7 +20,7 @@ export class DatasetRetriever implements Provider<BaseRetriever> {
if (this.vectorStore instanceof MemoryVectorStore) {
return this.vectorStore.asRetriever({
k: 5,
filter: doc =>
filter: (doc: Document) =>
doc.metadata.type === DbQueryStoredTypes.DataSet &&
doc.metadata.tenantId === this.user.tenantId,
searchType: 'similarity',
Expand Down
5 changes: 3 additions & 2 deletions src/components/db-query/providers/templates.retriever.ts
Original file line number Diff line number Diff line change
@@ -1,8 +1,9 @@
import {Document} from '@langchain/core/documents';
import {BaseRetriever} from '@langchain/core/retrievers';
import {VectorStore} from '@langchain/core/vectorstores';
import {inject, Provider, ValueOrPromise} from '@loopback/core';
import {AnyObject} from '@loopback/repository';
import {MemoryVectorStore} from 'langchain/vectorstores/memory';
import {MemoryVectorStore} from '@langchain/classic/vectorstores/memory';
import {AiIntegrationBindings} from '../../../keys';
import {DbQueryStoredTypes} from '../types';
import {AuthenticationBindings} from 'loopback4-authentication';
Expand All @@ -19,7 +20,7 @@ export class TemplateRetriever implements Provider<BaseRetriever> {
if (this.vectorStore instanceof MemoryVectorStore) {
return this.vectorStore.asRetriever({
k: 5,
filter: doc =>
filter: (doc: Document) =>
doc.metadata.type === DbQueryStoredTypes.Template &&
doc.metadata.tenantId === this.user.tenantId,
searchType: 'similarity',
Expand Down
8 changes: 6 additions & 2 deletions src/graphs/chat/nodes/context-compression.node.ts
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
import {trimMessages} from '@langchain/core/messages';
import {BaseMessage, trimMessages} from '@langchain/core/messages';
import {inject} from '@loopback/core';
import {DEFAULT_MAX_TOKEN_COUNT} from '../../../constant';
import {graphNode} from '../../../decorators';
Expand Down Expand Up @@ -36,7 +36,11 @@ export class ContextCompressionNode implements IGraphNode<ChatState> {
const trimmed = await trimMessages(state.messages, {
maxTokens: maxTokenCount,
strategy: 'last',
tokenCounter: approxTokenCounter,
tokenCounter: (messages: BaseMessage[]) =>
messages.reduce(
(count, message) => count + approxTokenCounter(message.content),
0,
),
includeSystem: true,
});
return {
Expand Down
14 changes: 5 additions & 9 deletions src/graphs/chat/nodes/init-session.node.ts
Original file line number Diff line number Diff line change
@@ -1,18 +1,14 @@
import {
BaseMessage,
HumanMessage,
SystemMessage,
} from '@langchain/core/messages';
import {HumanMessage, SystemMessage} from '@langchain/core/messages';
import {LangGraphRunnableConfig} from '@langchain/langgraph';
import {inject, service} from '@loopback/core';
import {graphNode} from '../../../decorators';
import {AiIntegrationBindings} from '../../../keys';
import {Message} from '../../../models';
import {LLMStreamEventType} from '../../event.types';
import {ChatState} from '../../state';
import {IGraphNode} from '../../types';
import {IGraphNode, SavedMessage} from '../../types';
import {ChatStore} from '../chat.store';
import {ChatNodes} from '../nodes.enum';
import {AiIntegrationBindings} from '../../../keys';
const debug = require('debug')('ai-integration:chat:init-session.node');
@graphNode(ChatNodes.InitSession)
export class InitSessionNode implements IGraphNode<ChatState> {
Expand Down Expand Up @@ -67,15 +63,15 @@ export class InitSessionNode implements IGraphNode<ChatState> {
};
}

private async _formatMessage(messages: Message[]): Promise<BaseMessage[]> {
private async _formatMessage(messages: Message[]): Promise<SavedMessage[]> {
if (!messages) {
return [];
}
const graphMessages = await Promise.all(
messages.map(message => this.chatStore.toMessage(message)),
);
return graphMessages.filter(
(message): message is BaseMessage => message !== undefined,
(message): message is SavedMessage => message !== undefined,
);
}
}
9 changes: 2 additions & 7 deletions src/graphs/chat/nodes/run-tool.node.ts
Original file line number Diff line number Diff line change
Expand Up @@ -33,13 +33,8 @@ export class RunToolNode implements IGraphNode<ChatState> {
}
const newMessages: ToolMessage[] = [];
const tools = this.tools.map;
const lastMessage = state.messages[state.messages.length - 1] as AIMessage &
ToolMessage;
if (
!lastMessage ||
lastMessage.tool_call_id ||
!lastMessage.tool_calls?.length
) {
const lastMessage = state.messages[state.messages.length - 1] as AIMessage;
if (!lastMessage?.tool_calls?.length) {
return state;
}
const toolCalls = lastMessage.tool_calls!;
Expand Down
4 changes: 2 additions & 2 deletions src/graphs/chat/nodes/summarise-file.node.ts
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
import {HumanMessage} from '@langchain/core/messages';
import {ContentBlock, HumanMessage} from '@langchain/core/messages';
import {PromptTemplate} from '@langchain/core/prompts';
import {RunnableSequence} from '@langchain/core/runnables';
import {LangGraphRunnableConfig, Messages} from '@langchain/langgraph';
Expand Down Expand Up @@ -76,7 +76,7 @@ export class SummariseFileNode implements IGraphNode<ChatState> {
type: 'text',
text: state.prompt,
},
fileContent,
fileContent as unknown as ContentBlock,
],
},
];
Expand Down
2 changes: 2 additions & 0 deletions src/graphs/types.ts
Original file line number Diff line number Diff line change
Expand Up @@ -5,6 +5,8 @@ import {LangGraphRunnableConfig} from '@langchain/langgraph';
import {AnyObject, Command} from '@loopback/repository';
import {LLMStreamEvent} from './event.types';

export type {LangGraphRunnableConfig} from '@langchain/langgraph';

export type RunnableConfig = LangGraphRunnableConfig & {
writer?: (event: LLMStreamEvent) => void;
};
Expand Down
2 changes: 1 addition & 1 deletion src/providers/vector-stores/inmemory.vector.ts
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
import {inject, Provider, ValueOrPromise} from '@loopback/core';
import {MemoryVectorStore} from 'langchain/vectorstores/memory';
import {MemoryVectorStore} from '@langchain/classic/vectorstores/memory';
import {AiIntegrationBindings} from '../../keys';
import {EmbeddingProvider} from '../../types';
import {AnyObject} from '@loopback/repository';
Expand Down
1 change: 1 addition & 0 deletions src/sub-modules/providers/openrouter/index.ts
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
export * from './llms';
1 change: 1 addition & 0 deletions src/sub-modules/providers/openrouter/llms/index.ts
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
export * from './openrouter.provider';
30 changes: 30 additions & 0 deletions src/sub-modules/providers/openrouter/llms/openrouter.provider.ts
Original file line number Diff line number Diff line change
@@ -0,0 +1,30 @@
import {Provider} from '@loopback/core';
import {ChatOpenRouter} from '@langchain/openrouter';
import {LLMProvider} from '../../../../types';
import {OpenRouterInstanceConfig} from '../types';

export class OpenRouter implements Provider<LLMProvider> {
static createInstance(config: OpenRouterInstanceConfig): ChatOpenRouter {
return new ChatOpenRouter({
model: config.model,
...config.config,
});
}
value(): LLMProvider {
if (!process.env.OPENROUTER_MODEL || !process.env.OPENROUTER_API_KEY) {
throw new Error(
'OPENROUTER_MODEL and OPENROUTER_API_KEY environment variables must be set.',
);
}
return OpenRouter.createInstance({
model: process.env.OPENROUTER_MODEL,
config: {
apiKey: process.env.OPENROUTER_API_KEY,
temperature: Number.parseFloat(
process.env.OPENROUTER_TEMPERATURE ?? '0',
),
baseURL: process.env.OPENROUTER_BASE_URL,
},
});
}
}
6 changes: 6 additions & 0 deletions src/sub-modules/providers/openrouter/types.ts
Original file line number Diff line number Diff line change
@@ -0,0 +1,6 @@
import {ChatOpenRouterInput} from '@langchain/openrouter';

export type OpenRouterInstanceConfig = {
model: string;
config: Omit<ChatOpenRouterInput, 'model'>;
};
4 changes: 3 additions & 1 deletion src/types.ts
Original file line number Diff line number Diff line change
Expand Up @@ -12,6 +12,7 @@ import {Provider} from '@loopback/core';
import {AnyObject} from '@loopback/repository';
import {IGraphTool} from './graphs/types';
import {ChatGroq} from '@langchain/groq';
import {ChatOpenRouter} from '@langchain/openrouter';

export enum SupportedDBs {
PostgreSQL = 'PostgreSQL',
Expand Down Expand Up @@ -43,7 +44,8 @@ export type LLMProviderType =
| ChatAnthropic
| ChatBedrockConverse
| ChatGoogleGenerativeAI
| ChatGroq;
| ChatGroq
| ChatOpenRouter;

export type LLMProvider = LLMProviderType & {
getFile?: FileMessageBuilder;
Expand Down
3 changes: 2 additions & 1 deletion tsconfig.json
Original file line number Diff line number Diff line change
Expand Up @@ -3,7 +3,8 @@
"extends": "@loopback/build/config/tsconfig.common.json",
"compilerOptions": {
"outDir": "dist",
"rootDir": "src"
"rootDir": "src",
"lib": ["es2022"]
},
"include": ["src"]
}
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