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Merge pull request #166 from llm-tools/monorepo
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Doc fix
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adhityan authored Nov 13, 2024
2 parents a46eb8c + 1a88354 commit c0ae57e
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4 changes: 4 additions & 0 deletions core/embedjs-interfaces/CHANGELOG.md
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## 0.1.18 (2024-11-13)

This was a version bump only for embedjs-interfaces to align it with other projects, there were no code changes.

## 0.1.17 (2024-11-05)

### 🚀 Features
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2 changes: 1 addition & 1 deletion core/embedjs-interfaces/package.json
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@@ -1,6 +1,6 @@
{
"name": "@llm-tools/embedjs-interfaces",
"version": "0.1.17",
"version": "0.1.18",
"description": "Interfaces for extending the embedjs ecosystem",
"dependencies": {
"@langchain/core": "^0.3.17",
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4 changes: 4 additions & 0 deletions core/embedjs-utils/CHANGELOG.md
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@@ -1,3 +1,7 @@
## 0.1.18 (2024-11-13)

This was a version bump only for embedjs-utils to align it with other projects, there were no code changes.

## 0.1.17 (2024-11-05)

### 🚀 Features
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4 changes: 2 additions & 2 deletions core/embedjs-utils/package.json
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@@ -1,9 +1,9 @@
{
"name": "@llm-tools/embedjs-utils",
"version": "0.1.17",
"version": "0.1.18",
"description": "Useful util functions when extending the embedjs ecosystem",
"dependencies": {
"@llm-tools/embedjs-interfaces": "0.1.17"
"@llm-tools/embedjs-interfaces": "0.1.18"
},
"type": "module",
"main": "./src/index.js",
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4 changes: 4 additions & 0 deletions core/embedjs/CHANGELOG.md
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@@ -1,3 +1,7 @@
## 0.1.18 (2024-11-13)

This was a version bump only for embedjs to align it with other projects, there were no code changes.

## 0.1.17 (2024-11-05)

### 🚀 Features
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6 changes: 3 additions & 3 deletions core/embedjs/package.json
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@@ -1,12 +1,12 @@
{
"type": "module",
"name": "@llm-tools/embedjs",
"version": "0.1.17",
"version": "0.1.18",
"description": "A NodeJS RAG framework to easily work with LLMs and custom datasets",
"dependencies": {
"@langchain/textsplitters": "^0.1.0",
"@llm-tools/embedjs-interfaces": "0.1.17",
"@llm-tools/embedjs-utils": "0.1.17",
"@llm-tools/embedjs-interfaces": "0.1.18",
"@llm-tools/embedjs-utils": "0.1.18",
"debug": "^4.3.7",
"langchain": "^0.3.5",
"md5": "^2.3.0",
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7 changes: 4 additions & 3 deletions core/embedjs/src/core/rag-application.ts
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Expand Up @@ -183,6 +183,7 @@ export class RAGApplication {
await loader.init();
const chunks = await loader.getChunks();

this.debug('Chunks generator received', uniqueId);
const { newInserts } = await this.batchLoadChunks(uniqueId, chunks);
this.debug(`Add loader completed with ${newInserts} new entries for`, uniqueId);

Expand Down Expand Up @@ -226,20 +227,20 @@ export class RAGApplication {
* The function `batchLoadChunks` processes chunks of data in batches and formats them for insertion.
* @param {string} uniqueId - The `uniqueId` parameter is a string that represents a unique
* identifier for loader being processed.
* @param incrementalGenerator - The `incrementalGenerator` parameter in the `batchLoadChunks`
* @param generator - The `incrementalGenerator` parameter in the `batchLoadChunks`
* function is an asynchronous generator that yields `LoaderChunk` objects.
* @returns The `batchLoadChunks` function returns an object with two properties:
* 1. `newInserts`: The total number of new inserts made during the batch loading process.
* 2. `formattedChunks`: An array containing the formatted chunks that were processed during the
* batch loading process.
*/
private async batchLoadChunks(uniqueId: string, incrementalGenerator: AsyncGenerator<LoaderChunk, void, void>) {
private async batchLoadChunks(uniqueId: string, generator: AsyncGenerator<LoaderChunk, void, void>) {
let i = 0,
batchSize = 0,
newInserts = 0,
formattedChunks: Chunk[] = [];

for await (const chunk of incrementalGenerator) {
for await (const chunk of generator) {
batchSize++;

const formattedChunk = {
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4 changes: 4 additions & 0 deletions databases/embedjs-astra/CHANGELOG.md
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## 0.1.18 (2024-11-13)

This was a version bump only for embedjs-astra to align it with other projects, there were no code changes.

## 0.1.17 (2024-11-05)

### 🚀 Features
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4 changes: 2 additions & 2 deletions databases/embedjs-astra/package.json
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@@ -1,10 +1,10 @@
{
"name": "@llm-tools/embedjs-astradb",
"version": "0.1.17",
"version": "0.1.18",
"description": "Add AstraDB support to embedjs",
"dependencies": {
"@datastax/astra-db-ts": "^1.5.0",
"@llm-tools/embedjs-interfaces": "0.1.17",
"@llm-tools/embedjs-interfaces": "0.1.18",
"debug": "^4.3.7"
},
"type": "module",
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4 changes: 4 additions & 0 deletions databases/embedjs-cosmos/CHANGELOG.md
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@@ -1,3 +1,7 @@
## 0.1.18 (2024-11-13)

This was a version bump only for embedjs-cosmos to align it with other projects, there were no code changes.

## 0.1.17 (2024-11-05)

### 🚀 Features
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4 changes: 2 additions & 2 deletions databases/embedjs-cosmos/package.json
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@@ -1,10 +1,10 @@
{
"name": "@llm-tools/embedjs-cosmos",
"version": "0.1.17",
"version": "0.1.18",
"description": "Add CosmosDB support to embedjs",
"dependencies": {
"@azure/cosmos": "^4.1.1",
"@llm-tools/embedjs-interfaces": "0.1.17",
"@llm-tools/embedjs-interfaces": "0.1.18",
"debug": "^4.3.7"
},
"type": "module",
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4 changes: 4 additions & 0 deletions databases/embedjs-hnswlib/CHANGELOG.md
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## 0.1.18 (2024-11-13)

This was a version bump only for embedjs-hnswlib to align it with other projects, there were no code changes.

## 0.1.17 (2024-11-05)

### 🚀 Features
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4 changes: 2 additions & 2 deletions databases/embedjs-hnswlib/package.json
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@@ -1,9 +1,9 @@
{
"name": "@llm-tools/embedjs-hnswlib",
"version": "0.1.17",
"version": "0.1.18",
"description": "Add HNSWLib support to embedjs",
"dependencies": {
"@llm-tools/embedjs-interfaces": "0.1.17",
"@llm-tools/embedjs-interfaces": "0.1.18",
"debug": "^4.3.7",
"hnswlib-node": "^3.0.0"
},
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4 changes: 4 additions & 0 deletions databases/embedjs-lancedb/CHANGELOG.md
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@@ -1,3 +1,7 @@
## 0.1.18 (2024-11-13)

This was a version bump only for embedjs-lancedb to align it with other projects, there were no code changes.

## 0.1.17 (2024-11-05)

### 🚀 Features
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4 changes: 2 additions & 2 deletions databases/embedjs-lancedb/package.json
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@@ -1,10 +1,10 @@
{
"name": "@llm-tools/embedjs-lancedb",
"version": "0.1.17",
"version": "0.1.18",
"description": "Add LanceDb support to embedjs",
"dependencies": {
"@lancedb/lancedb": "^0.12.0",
"@llm-tools/embedjs-interfaces": "0.1.17",
"@llm-tools/embedjs-interfaces": "0.1.18",
"compute-cosine-similarity": "^1.1.0"
},
"type": "module",
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4 changes: 4 additions & 0 deletions databases/embedjs-lmdb/CHANGELOG.md
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@@ -1,3 +1,7 @@
## 0.1.18 (2024-11-13)

This was a version bump only for embedjs-lmdb to align it with other projects, there were no code changes.

## 0.1.17 (2024-11-05)

### 🚀 Features
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4 changes: 2 additions & 2 deletions databases/embedjs-lmdb/package.json
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@@ -1,9 +1,9 @@
{
"name": "@llm-tools/embedjs-lmdb",
"version": "0.1.17",
"version": "0.1.18",
"description": "Add LMDB support to embedjs",
"dependencies": {
"@llm-tools/embedjs-interfaces": "0.1.17",
"@llm-tools/embedjs-interfaces": "0.1.18",
"lmdb": "^3.1.4"
},
"type": "module",
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4 changes: 4 additions & 0 deletions databases/embedjs-mongodb/CHANGELOG.md
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@@ -1,3 +1,7 @@
## 0.1.18 (2024-11-13)

This was a version bump only for embedjs-mongodb to align it with other projects, there were no code changes.

## 0.1.17 (2024-11-05)

### 🚀 Features
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4 changes: 2 additions & 2 deletions databases/embedjs-mongodb/package.json
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@@ -1,9 +1,9 @@
{
"name": "@llm-tools/embedjs-mongodb",
"version": "0.1.17",
"version": "0.1.18",
"description": "Add MongoDB support to embedjs",
"dependencies": {
"@llm-tools/embedjs-interfaces": "0.1.17",
"@llm-tools/embedjs-interfaces": "0.1.18",
"debug": "^4.3.7",
"mongodb": "^6.10.0"
},
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4 changes: 4 additions & 0 deletions databases/embedjs-pinecone/CHANGELOG.md
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@@ -1,3 +1,7 @@
## 0.1.18 (2024-11-13)

This was a version bump only for embedjs-pinecone to align it with other projects, there were no code changes.

## 0.1.17 (2024-11-05)

### 🚀 Features
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4 changes: 2 additions & 2 deletions databases/embedjs-pinecone/package.json
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@@ -1,9 +1,9 @@
{
"name": "@llm-tools/embedjs-pinecone",
"version": "0.1.17",
"version": "0.1.18",
"description": "Add Pinecone support to embedjs",
"dependencies": {
"@llm-tools/embedjs-interfaces": "0.1.17",
"@llm-tools/embedjs-interfaces": "0.1.18",
"@pinecone-database/pinecone": "^4.0.0",
"debug": "^4.3.7"
},
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4 changes: 4 additions & 0 deletions databases/embedjs-qdrant/CHANGELOG.md
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@@ -1,3 +1,7 @@
## 0.1.18 (2024-11-13)

This was a version bump only for embedjs-qdrant to align it with other projects, there were no code changes.

## 0.1.17 (2024-11-05)

### 🚀 Features
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4 changes: 2 additions & 2 deletions databases/embedjs-qdrant/package.json
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@@ -1,9 +1,9 @@
{
"name": "@llm-tools/embedjs-qdrant",
"version": "0.1.17",
"version": "0.1.18",
"description": "Add Qdrant support to embedjs",
"dependencies": {
"@llm-tools/embedjs-interfaces": "0.1.17",
"@llm-tools/embedjs-interfaces": "0.1.18",
"@qdrant/js-client-rest": "^1.12.0",
"debug": "^4.3.7",
"uuid": "^11.0.2"
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4 changes: 4 additions & 0 deletions databases/embedjs-redis/CHANGELOG.md
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@@ -1,3 +1,7 @@
## 0.1.18 (2024-11-13)

This was a version bump only for embedjs-redis to align it with other projects, there were no code changes.

## 0.1.17 (2024-11-05)

### 🚀 Features
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4 changes: 2 additions & 2 deletions databases/embedjs-redis/package.json
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@@ -1,9 +1,9 @@
{
"name": "@llm-tools/embedjs-redis",
"version": "0.1.17",
"version": "0.1.18",
"description": "Add Redis support to embedjs",
"dependencies": {
"@llm-tools/embedjs-interfaces": "0.1.17",
"@llm-tools/embedjs-interfaces": "0.1.18",
"ioredis": "^5.4.1"
},
"type": "module",
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4 changes: 4 additions & 0 deletions databases/embedjs-weaviate/CHANGELOG.md
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@@ -1,3 +1,7 @@
## 0.1.18 (2024-11-13)

This was a version bump only for embedjs-weaviate to align it with other projects, there were no code changes.

## 0.1.17 (2024-11-05)

### 🚀 Features
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4 changes: 2 additions & 2 deletions databases/embedjs-weaviate/package.json
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@@ -1,9 +1,9 @@
{
"name": "@llm-tools/embedjs-weaviate",
"version": "0.1.17",
"version": "0.1.18",
"description": "Add Weaviate support to embedjs",
"dependencies": {
"@llm-tools/embedjs-interfaces": "0.1.17",
"@llm-tools/embedjs-interfaces": "0.1.18",
"compute-cosine-similarity": "^1.1.0",
"debug": "^4.3.7",
"weaviate-ts-client": "^2.2.0"
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4 changes: 2 additions & 2 deletions docs/get-started/faq.mdx
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Expand Up @@ -60,8 +60,8 @@ const ragApplication = await new RAGApplicationBuilder()
.setEmbeddingModel(new OllamaEmbeddings({ model: 'nomic-embed-text', baseUrl: 'http://localhost:11434' }))
.build();

ragApplication.addLoader({ urlOrContent: 'https://www.forbes.com/profile/elon-musk' })
ragApplication.addLoader({ urlOrContent: 'https://en.wikipedia.org/wiki/Elon_Musk' })
await ragApplication.addLoader({ urlOrContent: 'https://www.forbes.com/profile/elon-musk' })
await ragApplication.addLoader({ urlOrContent: 'https://en.wikipedia.org/wiki/Elon_Musk' })

await ragApplication.query('What is the net worth of Elon Musk today?')
```
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10 changes: 5 additions & 5 deletions docs/get-started/quickstart.mdx
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Expand Up @@ -45,8 +45,8 @@ const ragApplication = await new RAGApplicationBuilder()
.setVectorDatabase(new HNSWDb())
.build();

ragApplication.addLoader({ urlOrContent: 'https://www.forbes.com/profile/elon-musk' })
ragApplication.addLoader({ urlOrContent: 'https://en.wikipedia.org/wiki/Elon_Musk' })
await ragApplication.addLoader({ urlOrContent: 'https://www.forbes.com/profile/elon-musk' })
await ragApplication.addLoader({ urlOrContent: 'https://en.wikipedia.org/wiki/Elon_Musk' })

await ragApplication.query('What is the net worth of Elon Musk today?')
//Answer: The net worth of Elon Musk today is $258.7 billion.
Expand All @@ -63,7 +63,7 @@ In this section, we will use both an LLM and embedding model from OpenAI.

<CodeGroup>
```ts openai_demo.ts
import { RAGApplicationBuilder } from '@llm-tools/embedjs';
import { RAGApplicationBuilder, SIMPLE_MODELS } from '@llm-tools/embedjs';
import { OpenAiEmbeddings } from '@llm-tools/embedjs-openai';
import { WebLoader } from '@llm-tools/embedjs-loader-web';
import { HNSWDb } from '@llm-tools/embedjs-hnswlib';
Expand All @@ -77,8 +77,8 @@ const ragApplication = await new RAGApplicationBuilder()
.setVectorDatabase(new HNSWDb())
.build();

ragApplication.addLoader(new WebLoader({ urlOrContent: 'https://www.forbes.com/profile/elon-musk' }));
ragApplication.addLoader(new WebLoader({ urlOrContent: 'https://en.wikipedia.org/wiki/Elon_Musk' }));
await ragApplication.addLoader(new WebLoader({ urlOrContent: 'https://www.forbes.com/profile/elon-musk' }));
await ragApplication.addLoader(new WebLoader({ urlOrContent: 'https://en.wikipedia.org/wiki/Elon_Musk' }));

await ragApplication.query('What is the net worth of Elon Musk today?')
//Answer: The net worth of Elon Musk today is $258.7 billion.
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13 changes: 7 additions & 6 deletions examples/simple/src/main.ts
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@@ -1,15 +1,16 @@
import 'dotenv/config';
import { RAGApplicationBuilder } from '@llm-tools/embedjs';
import { OpenAi, OpenAiEmbeddings } from '@llm-tools/embedjs-openai';
import { RAGApplicationBuilder, SIMPLE_MODELS } from '@llm-tools/embedjs';
import { OpenAiEmbeddings } from '@llm-tools/embedjs-openai';
import { WebLoader } from '@llm-tools/embedjs-loader-web';
import { HNSWDb } from '@llm-tools/embedjs-hnswlib';

const llmApplication = await new RAGApplicationBuilder()
.setModel(new OpenAi({ modelName: 'gpt-4o' }))
const ragApplication = await new RAGApplicationBuilder()
.setModel(SIMPLE_MODELS.OPENAI_GPT4_O)
.setEmbeddingModel(new OpenAiEmbeddings())
.setVectorDatabase(new HNSWDb())
.build();

await llmApplication.addLoader(new WebLoader({ urlOrContent: 'https://en.wikipedia.org/wiki/Tesla,_Inc.' }));
await ragApplication.addLoader(new WebLoader({ urlOrContent: 'https://www.forbes.com/profile/elon-musk' }));
await ragApplication.addLoader(new WebLoader({ urlOrContent: 'https://en.wikipedia.org/wiki/Elon_Musk' }));

console.log(await llmApplication.query('Who founded Tesla?'));
await ragApplication.query('What is the net worth of Elon Musk today?');
4 changes: 4 additions & 0 deletions loaders/embedjs-loader-confluence/CHANGELOG.md
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@@ -1,3 +1,7 @@
## 0.1.18 (2024-11-13)

This was a version bump only for embedjs-loader-confluence to align it with other projects, there were no code changes.

## 0.1.17 (2024-11-05)

### 🚀 Features
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6 changes: 3 additions & 3 deletions loaders/embedjs-loader-confluence/package.json
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@@ -1,10 +1,10 @@
{
"name": "@llm-tools/embedjs-loader-confluence",
"version": "0.1.17",
"version": "0.1.18",
"description": "Confluence loader for embedjs",
"dependencies": {
"@llm-tools/embedjs-interfaces": "0.1.17",
"@llm-tools/embedjs-loader-web": "0.1.17",
"@llm-tools/embedjs-interfaces": "0.1.18",
"@llm-tools/embedjs-loader-web": "0.1.18",
"confluence.js": "^1.7.4",
"debug": "^4.3.7",
"md5": "^2.3.0"
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4 changes: 4 additions & 0 deletions loaders/embedjs-loader-csv/CHANGELOG.md
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@@ -1,3 +1,7 @@
## 0.1.18 (2024-11-13)

This was a version bump only for embedjs-loader-csv to align it with other projects, there were no code changes.

## 0.1.17 (2024-11-05)

### 🚀 Features
Expand Down
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