chore: bump rne to 0.9.0 and migrate to models.* accessor

README.md

@@ -65,30 +65,19 @@ import React from 'react';
 import { Text } from 'react-native';
 
 import { useRAG, MemoryVectorStore } from 'react-native-rag';
-import {
-  ALL_MINILM_L6_V2,
-  ALL_MINILM_L6_V2_TOKENIZER,
-  LLAMA3_2_1B_QLORA,
-  LLAMA3_2_1B_TOKENIZER,
-  LLAMA3_2_TOKENIZER_CONFIG,
-} from 'react-native-executorch';
+import { models } from 'react-native-executorch';
 import {
   ExecuTorchEmbeddings,
   ExecuTorchLLM,
 } from '@react-native-rag/executorch';
 
 const vectorStore = new MemoryVectorStore({
-  embeddings: new ExecuTorchEmbeddings({
-    modelSource: ALL_MINILM_L6_V2,
-    tokenizerSource: ALL_MINILM_L6_V2_TOKENIZER,
-  }),
+  embeddings: new ExecuTorchEmbeddings(
+    models.text_embedding.all_minilm_l6_v2()
+  ),
 });
 
-const llm = new ExecuTorchLLM({
-  modelSource: LLAMA3_2_1B_QLORA,
-  tokenizerSource: LLAMA3_2_1B_TOKENIZER,
-  tokenizerConfigSource: LLAMA3_2_TOKENIZER_CONFIG,
-});
+const llm = new ExecuTorchLLM(models.llm.lfm2_5_1_2b_instruct());
 
 const App = () => {
   const rag = useRAG({ vectorStore, llm });
@@ -109,29 +98,20 @@ import {
   ExecuTorchEmbeddings,
   ExecuTorchLLM,
 } from '@react-native-rag/executorch';
-import {
-  ALL_MINILM_L6_V2,
-  ALL_MINILM_L6_V2_TOKENIZER,
-  LLAMA3_2_1B_QLORA,
-  LLAMA3_2_1B_TOKENIZER,
-  LLAMA3_2_TOKENIZER_CONFIG,
-} from 'react-native-executorch';
+import { models } from 'react-native-executorch';
 
 const App = () => {
   const [rag, setRag] = useState<RAG | null>(null);
   const [response, setResponse] = useState<string | null>(null);
 
   useEffect(() => {
     const initializeRAG = async () => {
-      const embeddings = new ExecuTorchEmbeddings({
-        modelSource: ALL_MINILM_L6_V2,
-        tokenizerSource: ALL_MINILM_L6_V2_TOKENIZER,
-      });
+      const embeddings = new ExecuTorchEmbeddings(
+        models.text_embedding.all_minilm_l6_v2()
+      );
 
       const llm = new ExecuTorchLLM({
-        modelSource: LLAMA3_2_1B_QLORA,
-        tokenizerSource: LLAMA3_2_1B_TOKENIZER,
-        tokenizerConfigSource: LLAMA3_2_TOKENIZER_CONFIG,
+        ...models.llm.lfm2_5_1_2b_instruct(),
         responseCallback: setResponse,
       });
 
@@ -163,13 +143,7 @@ import {
   ExecuTorchEmbeddings,
   ExecuTorchLLM,
 } from '@react-native-rag/executorch';
-import {
-  ALL_MINILM_L6_V2,
-  ALL_MINILM_L6_V2_TOKENIZER,
-  LLAMA3_2_1B_QLORA,
-  LLAMA3_2_1B_TOKENIZER,
-  LLAMA3_2_TOKENIZER_CONFIG,
-} from 'react-native-executorch';
+import { models } from 'react-native-executorch';
 
 const App = () => {
   const [embeddings, setEmbeddings] = useState<ExecuTorchEmbeddings | null>(null);
@@ -182,16 +156,13 @@ const App = () => {
       // Instantiate and load the Embeddings Model
       // NOTE: Calling load on VectorStore will automatically load the embeddings model
       // so loading the embeddings model separately is not necessary in this case.
-      const embeddings = await new ExecuTorchEmbeddings({
-        modelSource: ALL_MINILM_L6_V2,
-        tokenizerSource: ALL_MINILM_L6_V2_TOKENIZER,
-      }).load();
+      const embeddings = await new ExecuTorchEmbeddings(
+        models.text_embedding.all_minilm_l6_v2()
+      ).load();
 
       // Instantiate and load the Large Language Model
       const llm = await new ExecuTorchLLM({
-        modelSource: LLAMA3_2_1B_QLORA,
-        tokenizerSource: LLAMA3_2_1B_TOKENIZER,
-        tokenizerConfigSource: LLAMA3_2_TOKENIZER_CONFIG,
+        ...models.llm.lfm2_5_1_2b_instruct(),
         responseCallback: setResponse,
       }).load();
 

example/package.json

@@ -20,8 +20,8 @@
     "react": "19.2.0",
     "react-dom": "19.2.0",
     "react-native": "0.83.2",
-    "react-native-executorch": "^0.8.0",
-    "react-native-executorch-expo-resource-fetcher": "^0.8.0",
+    "react-native-executorch": "^0.9.0",
+    "react-native-executorch-expo-resource-fetcher": "^0.9.0",
     "react-native-rag": "workspace:*",
     "react-native-safe-area-context": "~5.6.2",
     "react-native-svg": "15.15.3",

example/src/App.tsx

@@ -1,10 +1,6 @@
 import { type Message, useRAG } from 'react-native-rag';
 import { OPSQLiteVectorStore } from '@react-native-rag/op-sqlite';
-import {
-  QWEN3_0_6B_QUANTIZED,
-  ALL_MINILM_L6_V2,
-  initExecutorch,
-} from 'react-native-executorch';
+import { initExecutorch, models } from 'react-native-executorch';
 import { ExpoResourceFetcher } from 'react-native-executorch-expo-resource-fetcher';
 import {
   ExecuTorchEmbeddings,
@@ -39,13 +35,15 @@ export default function App() {
   const vectorStore = useMemo(() => {
     return new OPSQLiteVectorStore({
       name: 'rag_example_db1',
-      embeddings: new ExecuTorchEmbeddings(ALL_MINILM_L6_V2),
+      embeddings: new ExecuTorchEmbeddings(
+        models.text_embedding.all_minilm_l6_v2()
+      ),
     });
   }, []);
 
   const llm = useMemo(() => {
     return new ExecuTorchLLM({
-      ...QWEN3_0_6B_QUANTIZED,
+      ...models.llm.qwen3_0_6b(),
       onDownloadProgress: setDownloadProgress,
     });
   }, []);

package.json

@@ -1,6 +1,6 @@
 {
   "name": "react-native-rag",
-  "version": "0.8.0",
+  "version": "0.9.0",
   "description": "Private, local RAGs. Supercharge LLMs with your own knowledge base.",
   "main": "./lib/module/index.js",
   "types": "./lib/typescript/src/index.d.ts",

packages/executorch/README.md

@@ -24,32 +24,23 @@ initExecutorch({ resourceFetcher: ExpoResourceFetcher });
 This class allows you to use an ExecuTorch-compatible model to generate text embeddings.
 
 ```typescript
-import { ALL_MINILM_L6_V2, ALL_MINILM_L6_V2_TOKENIZER } from 'react-native-executorch';
+import { models } from 'react-native-executorch';
 import { ExecuTorchEmbeddings } from '@react-native-rag/executorch';
 
-const embeddings = new ExecuTorchEmbeddings({
-  modelSource: ALL_MINILM_L6_V2,
-  tokenizerSource: ALL_MINILM_L6_V2_TOKENIZER,
-});
+const embeddings = new ExecuTorchEmbeddings(
+  models.text_embedding.all_minilm_l6_v2()
+);
 ```
 
 ### `ExecuTorchLLM`
 
 This class allows you to use an ExecuTorch-compatible language model for text generation.
 
 ```typescript
-import {
-  LLAMA3_2_1B,
-  LLAMA3_2_TOKENIZER,
-  LLAMA3_2_TOKENIZER_CONFIG,
-} from 'react-native-executorch';
+import { models } from 'react-native-executorch';
 import { ExecuTorchLLM } from '@react-native-rag/executorch';
 
-const llm = new ExecuTorchLLM({
-  modelSource: LLAMA3_2_1B,
-  tokenizerSource: LLAMA3_2_TOKENIZER,
-  tokenizerConfigSource: LLAMA3_2_TOKENIZER_CONFIG,
-});
+const llm = new ExecuTorchLLM(models.llm.lfm2_5_1_2b_instruct());
 ```
 
 ### Integration with `react-native-rag`

packages/executorch/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@react-native-rag/executorch",
-  "version": "0.8.0",
+  "version": "0.9.0",
   "main": "src/index.ts",
   "scripts": {
     "test": "echo \"Error: no test specified\" && exit 1"
@@ -17,11 +17,11 @@
     "registry": "https://registry.npmjs.org/"
   },
   "peerDependencies": {
-    "react-native-executorch": "^0.8.0",
-    "react-native-rag": "^0.8.0"
+    "react-native-executorch": "^0.9.0",
+    "react-native-rag": "^0.9.0"
   },
   "devDependencies": {
-    "react-native-executorch": "^0.8.0",
+    "react-native-executorch": "^0.9.0",
     "react-native-rag": "workspace:*"
   }
 }

packages/op-sqlite/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@react-native-rag/op-sqlite",
-  "version": "0.8.0",
+  "version": "0.9.0",
   "main": "src/index.ts",
   "scripts": {
     "test": "echo \"Error: no test specified\" && exit 1"
@@ -18,7 +18,7 @@
   },
   "peerDependencies": {
     "@op-engineering/op-sqlite": "^15.2.7",
-    "react-native-rag": "^0.8.0"
+    "react-native-rag": "^0.9.0"
   },
   "devDependencies": {
     "@op-engineering/op-sqlite": "^15.2.7",

yarn.lock

@@ -3156,11 +3156,11 @@ __metadata:
   version: 0.0.0-use.local
   resolution: "@react-native-rag/executorch@workspace:packages/executorch"
   dependencies:
-    react-native-executorch: ^0.8.0
+    react-native-executorch: ^0.9.0
     react-native-rag: "workspace:*"
   peerDependencies:
-    react-native-executorch: ^0.8.0
-    react-native-rag: ^0.8.0
+    react-native-executorch: ^0.9.0
+    react-native-rag: ^0.9.0
   languageName: unknown
   linkType: soft
 
@@ -3172,7 +3172,7 @@ __metadata:
     react-native-rag: "workspace:*"
   peerDependencies:
     "@op-engineering/op-sqlite": ^15.2.7
-    react-native-rag: ^0.8.0
+    react-native-rag: ^0.9.0
   languageName: unknown
   linkType: soft
 
@@ -11567,13 +11567,6 @@ __metadata:
   languageName: node
   linkType: hard
 
-"pngjs@npm:^7.0.0":
-  version: 7.0.0
-  resolution: "pngjs@npm:7.0.0"
-  checksum: b19a018930d27de26229c1b3ff250b3a25d09caa22cbb0b0459987d91eb0a560a18ab5d67da45a38ed7514140f26d1db58de83c31159ec101f2bb270a3c707f1
-  languageName: node
-  linkType: hard
-
 "possible-typed-array-names@npm:^1.0.0":
   version: 1.1.0
   resolution: "possible-typed-array-names@npm:1.1.0"
@@ -11893,32 +11886,31 @@ __metadata:
   languageName: node
   linkType: hard
 
-"react-native-executorch-expo-resource-fetcher@npm:^0.8.0":
-  version: 0.8.0
-  resolution: "react-native-executorch-expo-resource-fetcher@npm:0.8.0"
+"react-native-executorch-expo-resource-fetcher@npm:^0.9.0":
+  version: 0.9.0
+  resolution: "react-native-executorch-expo-resource-fetcher@npm:0.9.0"
   peerDependencies:
     expo: ">=54.0.0"
     expo-asset: ">=12.0.0"
     expo-file-system: ">=19.0.0"
     react-native: "*"
     react-native-executorch: "*"
-  checksum: 3ea4d1059e4cde913009bb4d6c5dd76fad27e5c1992538ebb5f65823ca349c11caad1d8209528b1f8ee5e4a438fd9bc923a61dd3f9d8feffd9ae6e3088da9cc7
+  checksum: c7e31ff0cdf6d37a6205650a63808e443a690cedbb2df1b2b45e0ad0777caa020e396f44a55662eb2b4da6bb061bd9764e6a64109e54db8a1bab34da49bafb71
   languageName: node
   linkType: hard
 
-"react-native-executorch@npm:^0.8.0":
-  version: 0.8.0
-  resolution: "react-native-executorch@npm:0.8.0"
+"react-native-executorch@npm:^0.9.0":
+  version: 0.9.0
+  resolution: "react-native-executorch@npm:0.9.0"
   dependencies:
     "@huggingface/jinja": ^0.5.0
     jsonrepair: ^3.12.0
     jsonschema: ^1.5.0
-    pngjs: ^7.0.0
     zod: ^4.3.6
   peerDependencies:
     react: "*"
     react-native: "*"
-  checksum: 433a287be101ee6883d571cd77c54181606a7935fc4b596207e6773e3cf1967932c6d225520defb13111f4cf50da771830fcccced3d98c5096e41549941474ae
+  checksum: 2a82198053da86694c6f7dc9f1b658d03fdbd1ff3e672f2979972725b82f1307f0fef910b5e4be88018adf7b43e66d48624ec6f0e0f766490d07a6923427cc8d
   languageName: node
   linkType: hard
 
@@ -11959,8 +11951,8 @@ __metadata:
     react-dom: 19.2.0
     react-native: 0.83.2
     react-native-builder-bob: ^0.40.11
-    react-native-executorch: ^0.8.0
-    react-native-executorch-expo-resource-fetcher: ^0.8.0
+    react-native-executorch: ^0.9.0
+    react-native-executorch-expo-resource-fetcher: ^0.9.0
     react-native-monorepo-config: ^0.1.9
     react-native-rag: "workspace:*"
     react-native-safe-area-context: ~5.6.2