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Merge pull request #19 from software-mansion-labs/@ms/rne-0.9.0-compat
chore: bump rne to 0.9.0 and migrate to models.* accessor
2 parents d7a9065 + 91dbbe4 commit 7f064b0

8 files changed

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‎README.md‎

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@@ -65,30 +65,19 @@ import React from 'react';
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import { Text } from 'react-native';
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import { useRAG, MemoryVectorStore } from 'react-native-rag';
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import {
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ALL_MINILM_L6_V2,
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ALL_MINILM_L6_V2_TOKENIZER,
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LLAMA3_2_1B_QLORA,
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LLAMA3_2_1B_TOKENIZER,
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LLAMA3_2_TOKENIZER_CONFIG,
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} from 'react-native-executorch';
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import { models } from 'react-native-executorch';
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import {
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ExecuTorchEmbeddings,
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ExecuTorchLLM,
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} from '@react-native-rag/executorch';
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const vectorStore = new MemoryVectorStore({
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embeddings: new ExecuTorchEmbeddings({
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modelSource: ALL_MINILM_L6_V2,
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tokenizerSource: ALL_MINILM_L6_V2_TOKENIZER,
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}),
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embeddings: new ExecuTorchEmbeddings(
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models.text_embedding.all_minilm_l6_v2()
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),
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});
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const llm = new ExecuTorchLLM({
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modelSource: LLAMA3_2_1B_QLORA,
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tokenizerSource: LLAMA3_2_1B_TOKENIZER,
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tokenizerConfigSource: LLAMA3_2_TOKENIZER_CONFIG,
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});
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const llm = new ExecuTorchLLM(models.llm.lfm2_5_1_2b_instruct());
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const App = () => {
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const rag = useRAG({ vectorStore, llm });
@@ -109,29 +98,20 @@ import {
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ExecuTorchEmbeddings,
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ExecuTorchLLM,
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} from '@react-native-rag/executorch';
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import {
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ALL_MINILM_L6_V2,
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ALL_MINILM_L6_V2_TOKENIZER,
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LLAMA3_2_1B_QLORA,
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LLAMA3_2_1B_TOKENIZER,
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LLAMA3_2_TOKENIZER_CONFIG,
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} from 'react-native-executorch';
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import { models } from 'react-native-executorch';
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const App = () => {
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const [rag, setRag] = useState<RAG | null>(null);
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const [response, setResponse] = useState<string | null>(null);
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useEffect(() => {
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const initializeRAG = async () => {
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const embeddings = new ExecuTorchEmbeddings({
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modelSource: ALL_MINILM_L6_V2,
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tokenizerSource: ALL_MINILM_L6_V2_TOKENIZER,
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});
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const embeddings = new ExecuTorchEmbeddings(
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models.text_embedding.all_minilm_l6_v2()
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);
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const llm = new ExecuTorchLLM({
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modelSource: LLAMA3_2_1B_QLORA,
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tokenizerSource: LLAMA3_2_1B_TOKENIZER,
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tokenizerConfigSource: LLAMA3_2_TOKENIZER_CONFIG,
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...models.llm.lfm2_5_1_2b_instruct(),
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responseCallback: setResponse,
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});
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ExecuTorchEmbeddings,
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ExecuTorchLLM,
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} from '@react-native-rag/executorch';
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import {
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ALL_MINILM_L6_V2,
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ALL_MINILM_L6_V2_TOKENIZER,
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LLAMA3_2_1B_QLORA,
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LLAMA3_2_1B_TOKENIZER,
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LLAMA3_2_TOKENIZER_CONFIG,
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} from 'react-native-executorch';
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import { models } from 'react-native-executorch';
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const App = () => {
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const [embeddings, setEmbeddings] = useState<ExecuTorchEmbeddings | null>(null);
@@ -182,16 +156,13 @@ const App = () => {
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// Instantiate and load the Embeddings Model
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// NOTE: Calling load on VectorStore will automatically load the embeddings model
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// so loading the embeddings model separately is not necessary in this case.
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const embeddings = await new ExecuTorchEmbeddings({
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modelSource: ALL_MINILM_L6_V2,
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tokenizerSource: ALL_MINILM_L6_V2_TOKENIZER,
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}).load();
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const embeddings = await new ExecuTorchEmbeddings(
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models.text_embedding.all_minilm_l6_v2()
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).load();
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// Instantiate and load the Large Language Model
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const llm = await new ExecuTorchLLM({
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modelSource: LLAMA3_2_1B_QLORA,
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tokenizerSource: LLAMA3_2_1B_TOKENIZER,
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tokenizerConfigSource: LLAMA3_2_TOKENIZER_CONFIG,
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...models.llm.lfm2_5_1_2b_instruct(),
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responseCallback: setResponse,
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}).load();
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‎example/package.json‎

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"react": "19.2.0",
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"react-dom": "19.2.0",
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"react-native": "0.83.2",
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"react-native-executorch": "^0.8.0",
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"react-native-executorch-expo-resource-fetcher": "^0.8.0",
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"react-native-executorch": "^0.9.0",
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"react-native-executorch-expo-resource-fetcher": "^0.9.0",
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"react-native-rag": "workspace:*",
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"react-native-safe-area-context": "~5.6.2",
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"react-native-svg": "15.15.3",

‎example/src/App.tsx‎

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import { type Message, useRAG } from 'react-native-rag';
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import { OPSQLiteVectorStore } from '@react-native-rag/op-sqlite';
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import {
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QWEN3_0_6B_QUANTIZED,
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ALL_MINILM_L6_V2,
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initExecutorch,
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} from 'react-native-executorch';
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import { initExecutorch, models } from 'react-native-executorch';
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import { ExpoResourceFetcher } from 'react-native-executorch-expo-resource-fetcher';
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import {
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ExecuTorchEmbeddings,
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const vectorStore = useMemo(() => {
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return new OPSQLiteVectorStore({
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name: 'rag_example_db1',
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embeddings: new ExecuTorchEmbeddings(ALL_MINILM_L6_V2),
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embeddings: new ExecuTorchEmbeddings(
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models.text_embedding.all_minilm_l6_v2()
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),
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});
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}, []);
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const llm = useMemo(() => {
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return new ExecuTorchLLM({
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...QWEN3_0_6B_QUANTIZED,
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...models.llm.qwen3_0_6b(),
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onDownloadProgress: setDownloadProgress,
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});
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}, []);

‎package.json‎

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{
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"name": "react-native-rag",
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"version": "0.8.0",
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"version": "0.9.0",
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"description": "Private, local RAGs. Supercharge LLMs with your own knowledge base.",
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"main": "./lib/module/index.js",
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"types": "./lib/typescript/src/index.d.ts",

‎packages/executorch/README.md‎

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This class allows you to use an ExecuTorch-compatible model to generate text embeddings.
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```typescript
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import { ALL_MINILM_L6_V2, ALL_MINILM_L6_V2_TOKENIZER } from 'react-native-executorch';
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import { models } from 'react-native-executorch';
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import { ExecuTorchEmbeddings } from '@react-native-rag/executorch';
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const embeddings = new ExecuTorchEmbeddings({
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modelSource: ALL_MINILM_L6_V2,
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tokenizerSource: ALL_MINILM_L6_V2_TOKENIZER,
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});
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const embeddings = new ExecuTorchEmbeddings(
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models.text_embedding.all_minilm_l6_v2()
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);
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```
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### `ExecuTorchLLM`
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This class allows you to use an ExecuTorch-compatible language model for text generation.
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```typescript
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import {
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LLAMA3_2_1B,
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LLAMA3_2_TOKENIZER,
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LLAMA3_2_TOKENIZER_CONFIG,
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} from 'react-native-executorch';
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import { models } from 'react-native-executorch';
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import { ExecuTorchLLM } from '@react-native-rag/executorch';
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const llm = new ExecuTorchLLM({
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modelSource: LLAMA3_2_1B,
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tokenizerSource: LLAMA3_2_TOKENIZER,
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tokenizerConfigSource: LLAMA3_2_TOKENIZER_CONFIG,
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});
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const llm = new ExecuTorchLLM(models.llm.lfm2_5_1_2b_instruct());
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```
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### Integration with `react-native-rag`

‎packages/executorch/package.json‎

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{
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"name": "@react-native-rag/executorch",
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"version": "0.8.0",
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"version": "0.9.0",
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"main": "src/index.ts",
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"scripts": {
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"test": "echo \"Error: no test specified\" && exit 1"
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"registry": "https://registry.npmjs.org/"
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},
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"peerDependencies": {
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"react-native-executorch": "^0.8.0",
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"react-native-rag": "^0.8.0"
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"react-native-executorch": "^0.9.0",
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"react-native-rag": "^0.9.0"
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},
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"devDependencies": {
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"react-native-executorch": "^0.8.0",
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"react-native-executorch": "^0.9.0",
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"react-native-rag": "workspace:*"
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}
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}

‎packages/op-sqlite/package.json‎

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{
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"name": "@react-native-rag/op-sqlite",
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"version": "0.8.0",
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"version": "0.9.0",
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"main": "src/index.ts",
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"scripts": {
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"test": "echo \"Error: no test specified\" && exit 1"
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},
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"peerDependencies": {
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"@op-engineering/op-sqlite": "^15.2.7",
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"react-native-rag": "^0.8.0"
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"react-native-rag": "^0.9.0"
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},
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"devDependencies": {
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"@op-engineering/op-sqlite": "^15.2.7",

‎yarn.lock‎

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version: 0.0.0-use.local
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resolution: "@react-native-rag/executorch@workspace:packages/executorch"
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dependencies:
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react-native-executorch: ^0.8.0
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react-native-executorch: ^0.9.0
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react-native-rag: "workspace:*"
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peerDependencies:
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react-native-executorch: ^0.8.0
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react-native-rag: ^0.8.0
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react-native-executorch: ^0.9.0
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react-native-rag: ^0.9.0
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languageName: unknown
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linkType: soft
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react-native-rag: "workspace:*"
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peerDependencies:
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"@op-engineering/op-sqlite": ^15.2.7
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react-native-rag: ^0.8.0
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react-native-rag: ^0.9.0
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languageName: unknown
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linkType: soft
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languageName: node
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linkType: hard
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"pngjs@npm:^7.0.0":
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version: 7.0.0
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resolution: "pngjs@npm:7.0.0"
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checksum: b19a018930d27de26229c1b3ff250b3a25d09caa22cbb0b0459987d91eb0a560a18ab5d67da45a38ed7514140f26d1db58de83c31159ec101f2bb270a3c707f1
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languageName: node
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linkType: hard
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"possible-typed-array-names@npm:^1.0.0":
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version: 1.1.0
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resolution: "possible-typed-array-names@npm:1.1.0"
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languageName: node
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linkType: hard
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"react-native-executorch-expo-resource-fetcher@npm:^0.8.0":
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version: 0.8.0
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resolution: "react-native-executorch-expo-resource-fetcher@npm:0.8.0"
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"react-native-executorch-expo-resource-fetcher@npm:^0.9.0":
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version: 0.9.0
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resolution: "react-native-executorch-expo-resource-fetcher@npm:0.9.0"
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peerDependencies:
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expo: ">=54.0.0"
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expo-asset: ">=12.0.0"
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expo-file-system: ">=19.0.0"
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react-native: "*"
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react-native-executorch: "*"
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checksum: 3ea4d1059e4cde913009bb4d6c5dd76fad27e5c1992538ebb5f65823ca349c11caad1d8209528b1f8ee5e4a438fd9bc923a61dd3f9d8feffd9ae6e3088da9cc7
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checksum: c7e31ff0cdf6d37a6205650a63808e443a690cedbb2df1b2b45e0ad0777caa020e396f44a55662eb2b4da6bb061bd9764e6a64109e54db8a1bab34da49bafb71
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languageName: node
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linkType: hard
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"react-native-executorch@npm:^0.8.0":
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version: 0.8.0
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resolution: "react-native-executorch@npm:0.8.0"
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"react-native-executorch@npm:^0.9.0":
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version: 0.9.0
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resolution: "react-native-executorch@npm:0.9.0"
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dependencies:
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"@huggingface/jinja": ^0.5.0
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jsonrepair: ^3.12.0
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jsonschema: ^1.5.0
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pngjs: ^7.0.0
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zod: ^4.3.6
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peerDependencies:
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react: "*"
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react-native: "*"
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checksum: 433a287be101ee6883d571cd77c54181606a7935fc4b596207e6773e3cf1967932c6d225520defb13111f4cf50da771830fcccced3d98c5096e41549941474ae
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checksum: 2a82198053da86694c6f7dc9f1b658d03fdbd1ff3e672f2979972725b82f1307f0fef910b5e4be88018adf7b43e66d48624ec6f0e0f766490d07a6923427cc8d
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languageName: node
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linkType: hard
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react-dom: 19.2.0
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react-native: 0.83.2
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react-native-builder-bob: ^0.40.11
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react-native-executorch: ^0.8.0
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react-native-executorch-expo-resource-fetcher: ^0.8.0
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react-native-executorch: ^0.9.0
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react-native-executorch-expo-resource-fetcher: ^0.9.0
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react-native-monorepo-config: ^0.1.9
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react-native-rag: "workspace:*"
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react-native-safe-area-context: ~5.6.2

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