Bump version: 0.22.1-beta.6 → 0.22.1

<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->

## Summary by CodeRabbit

- **Chores**
- Updated workspace dependencies to use a stable release version for
improved consistency and reliability. No changes to application features
or functionality.

<!-- end of auto-generated comment: release notes by coderabbit.ai -->

.bumpversion.toml

@@ -1,5 +1,5 @@
 [tool.bumpversion]
-current_version = "0.19.1-beta.3"
+current_version = "0.19.1-beta.5"
 parse = """(?x)
     (?P<major>0|[1-9]\\d*)\\.
     (?P<minor>0|[1-9]\\d*)\\.

.github/workflows/rust.yml

@@ -40,6 +40,9 @@ jobs:
         with:
           fetch-depth: 0
           lfs: true
+      - uses: actions-rust-lang/setup-rust-toolchain@v1
+        with:
+          components: rustfmt, clippy
       - uses: Swatinem/rust-cache@v2
         with:
           workspaces: rust
@@ -160,8 +163,8 @@ jobs:
     strategy:
       matrix:
         target:
-        - x86_64-pc-windows-msvc
+          - x86_64-pc-windows-msvc
-        - aarch64-pc-windows-msvc
+          - aarch64-pc-windows-msvc
     defaults:
       run:
         working-directory: rust/lancedb

Cargo.lock

@@ -2737,8 +2737,9 @@ checksum = "42703706b716c37f96a77aea830392ad231f44c9e9a67872fa5548707e11b11c"
 
 [[package]]
 name = "fsst"
-version = "0.27.0"
+version = "0.27.2"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.27.0-beta.5#80a3f8796aee814c60cbdc94179b4e6231fa54e4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1b054c0eaa0f92df393e53cb42e3cc01e6f73bc601252f683eb63ddcc552f3ff"
 dependencies = [
  "rand 0.8.5",
 ]
@@ -3727,8 +3728,9 @@ dependencies = [
 
 [[package]]
 name = "lance"
-version = "0.27.0"
+version = "0.27.2"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.27.0-beta.5#80a3f8796aee814c60cbdc94179b4e6231fa54e4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b4df828dc75fdfc665846a9bb91b882801f2092ac9a5c54cdc99c155b86b97ed"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -3752,6 +3754,7 @@ dependencies = [
  "datafusion-expr",
  "datafusion-functions",
  "datafusion-physical-expr",
+ "datafusion-physical-plan",
  "deepsize",
  "either",
  "futures",
@@ -3790,8 +3793,9 @@ dependencies = [
 
 [[package]]
 name = "lance-arrow"
-version = "0.27.0"
+version = "0.27.2"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.27.0-beta.5#80a3f8796aee814c60cbdc94179b4e6231fa54e4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "270c34ececc4e2603e50dab07ac3ba21a81fe390dcf00ee62b31a844b6cabe25"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -3808,8 +3812,9 @@ dependencies = [
 
 [[package]]
 name = "lance-core"
-version = "0.27.0"
+version = "0.27.2"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.27.0-beta.5#80a3f8796aee814c60cbdc94179b4e6231fa54e4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8860c76dc32d649cd0460fbc23e612390263de814f5918210166ee6ce26886e9"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -3845,8 +3850,9 @@ dependencies = [
 
 [[package]]
 name = "lance-datafusion"
-version = "0.27.0"
+version = "0.27.2"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.27.0-beta.5#80a3f8796aee814c60cbdc94179b4e6231fa54e4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "494e614227a31a01a2a8ca0f151fd53db7f041a856d15514696af63d075867f6"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -3875,8 +3881,9 @@ dependencies = [
 
 [[package]]
 name = "lance-datagen"
-version = "0.27.0"
+version = "0.27.2"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.27.0-beta.5#80a3f8796aee814c60cbdc94179b4e6231fa54e4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "34faee15ed02126597522f36cdc9b5134d1411f512f31ab7ca65e5ab5e111b37"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -3891,8 +3898,9 @@ dependencies = [
 
 [[package]]
 name = "lance-encoding"
-version = "0.27.0"
+version = "0.27.2"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.27.0-beta.5#80a3f8796aee814c60cbdc94179b4e6231fa54e4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fb705919e46ea1784c048d798d2e408b2ae703dfdc67e128177e2ee9bb405b31"
 dependencies = [
  "arrayref",
  "arrow",
@@ -3931,8 +3939,9 @@ dependencies = [
 
 [[package]]
 name = "lance-file"
-version = "0.27.0"
+version = "0.27.2"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.27.0-beta.5#80a3f8796aee814c60cbdc94179b4e6231fa54e4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "aefcde20c6a27f767072f9239af70da5e744187ec7f3c7bebcb33705b4c01834"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -3966,8 +3975,9 @@ dependencies = [
 
 [[package]]
 name = "lance-index"
-version = "0.27.0"
+version = "0.27.2"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.27.0-beta.5#80a3f8796aee814c60cbdc94179b4e6231fa54e4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "82678b7035c9041010c74f789a18a63b192c518699217c69e4a83512b67bcbd5"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4020,8 +4030,9 @@ dependencies = [
 
 [[package]]
 name = "lance-io"
-version = "0.27.0"
+version = "0.27.2"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.27.0-beta.5#80a3f8796aee814c60cbdc94179b4e6231fa54e4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e2abb629dab01c7e639d9da2f83b36fb9b8ff7e971312b7363cd49a4d7c67276"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -4050,6 +4061,7 @@ dependencies = [
  "pin-project",
  "prost",
  "rand 0.8.5",
+ "serde",
  "shellexpand",
  "snafu",
  "tokio",
@@ -4059,8 +4071,9 @@ dependencies = [
 
 [[package]]
 name = "lance-linalg"
-version = "0.27.0"
+version = "0.27.2"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.27.0-beta.5#80a3f8796aee814c60cbdc94179b4e6231fa54e4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "91f6172d9f7c6105afcee8edd92165d0bfdff68dd6c622a58985eea445f309cb"
 dependencies = [
  "arrow-array",
  "arrow-ord",
@@ -4083,8 +4096,9 @@ dependencies = [
 
 [[package]]
 name = "lance-table"
-version = "0.27.0"
+version = "0.27.2"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.27.0-beta.5#80a3f8796aee814c60cbdc94179b4e6231fa54e4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f7831c0d784e2c876dbaf39a041c9174bc888206e2d5ef515bc3917dd78a27ec"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4123,8 +4137,9 @@ dependencies = [
 
 [[package]]
 name = "lance-testing"
-version = "0.27.0"
+version = "0.27.2"
-source = "git+https://github.com/lancedb/lance.git?tag=v0.27.0-beta.5#80a3f8796aee814c60cbdc94179b4e6231fa54e4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2f37690b1e8dbabedda366803b6481d0b442dd70234406bd746eb0a9aaf25dfb"
 dependencies = [
  "arrow-array",
  "arrow-schema",
@@ -4135,7 +4150,7 @@ dependencies = [
 
 [[package]]
 name = "lancedb"
-version = "0.19.1-beta.3"
+version = "0.19.1-beta.5"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4222,7 +4237,7 @@ dependencies = [
 
 [[package]]
 name = "lancedb-node"
-version = "0.19.1-beta.3"
+version = "0.19.1-beta.5"
 dependencies = [
  "arrow-array",
  "arrow-ipc",
@@ -4247,7 +4262,7 @@ dependencies = [
 
 [[package]]
 name = "lancedb-nodejs"
-version = "0.19.1-beta.3"
+version = "0.19.1-beta.5"
 dependencies = [
  "arrow-array",
  "arrow-ipc",
@@ -4266,7 +4281,7 @@ dependencies = [
 
 [[package]]
 name = "lancedb-python"
-version = "0.22.1-beta.3"
+version = "0.22.1-beta.5"
 dependencies = [
  "arrow",
  "env_logger",

Cargo.toml

@@ -21,14 +21,14 @@ categories = ["database-implementations"]
 rust-version = "1.78.0"
 
 [workspace.dependencies]
-lance = { "version" = "=0.27.0", "features" = ["dynamodb"], tag = "v0.27.0-beta.5", git="https://github.com/lancedb/lance.git" }
+lance = { "version" = "=0.27.2", "features" = ["dynamodb"] }
-lance-io = { version = "=0.27.0", tag = "v0.27.0-beta.5", git="https://github.com/lancedb/lance.git" }
+lance-io = { version = "=0.27.2" }
-lance-index = { version = "=0.27.0", tag = "v0.27.0-beta.5", git="https://github.com/lancedb/lance.git" }
+lance-index = { version = "=0.27.2" }
-lance-linalg = { version = "=0.27.0", tag = "v0.27.0-beta.5", git="https://github.com/lancedb/lance.git" }
+lance-linalg = { version = "=0.27.2" }
-lance-table = { version = "=0.27.0", tag = "v0.27.0-beta.5", git="https://github.com/lancedb/lance.git" }
+lance-table = { version = "=0.27.2" }
-lance-testing = { version = "=0.27.0", tag = "v0.27.0-beta.5", git="https://github.com/lancedb/lance.git" }
+lance-testing = { version = "=0.27.2" }
-lance-datafusion = { version = "=0.27.0", tag = "v0.27.0-beta.5", git="https://github.com/lancedb/lance.git" }
+lance-datafusion = { version = "=0.27.2" }
-lance-encoding = { version = "=0.27.0", tag = "v0.27.0-beta.5", git="https://github.com/lancedb/lance.git" }
+lance-encoding = { version = "=0.27.2" }
 # Note that this one does not include pyarrow
 arrow = { version = "54.1", optional = false }
 arrow-array = "54.1"
@@ -61,15 +61,12 @@ rand = "0.8"
 regex = "1.10"
 lazy_static = "1"
 semver = "1.0.25"
-
 # Temporary pins to work around downstream issues
 # https://github.com/apache/arrow-rs/commit/2fddf85afcd20110ce783ed5b4cdeb82293da30b
 chrono = "=0.4.39"
 # https://github.com/RustCrypto/formats/issues/1684
 base64ct = "=1.6.0"
-
 # Workaround for: https://github.com/eira-fransham/crunchy/issues/13
 crunchy = "=0.2.2"
-
 # Workaround for: https://github.com/Lokathor/bytemuck/issues/306
 bytemuck_derive = ">=1.8.1, <1.9.0"

docs/mkdocs.yml

@@ -205,6 +205,7 @@ nav:
           - PromptTools: integrations/prompttools.md
           - dlt: integrations/dlt.md
           - phidata: integrations/phidata.md
+          - Genkit: integrations/genkit.md
       - 🎯 Examples:
           - Overview: examples/index.md
           - 🐍 Python:
@@ -331,6 +332,7 @@ nav:
       - PromptTools: integrations/prompttools.md
       - dlt: integrations/dlt.md
       - phidata: integrations/phidata.md
+      - Genkit: integrations/genkit.md
   - Examples:
       - examples/index.md
       - 🐍 Python:

docs/src/integrations/genkit.md

@@ -0,0 +1,183 @@
+### genkitx-lancedb
+This is a lancedb plugin for genkit framework. It allows you to use LanceDB for ingesting and rereiving data using genkit framework.
+
+![integration-banner-genkit](https://github.com/user-attachments/assets/a6cc28af-98e9-4425-b87c-7ab139bd7893)
+
+### Installation
+```bash
+pnpm install genkitx-lancedb
+```
+
+### Usage
+
+Adding LanceDB plugin to your genkit instance.
+
+```ts
+import { lancedbIndexerRef, lancedb, lancedbRetrieverRef, WriteMode } from 'genkitx-lancedb';
+import { textEmbedding004, vertexAI } from '@genkit-ai/vertexai';
+import { gemini } from '@genkit-ai/vertexai';
+import { z, genkit } from 'genkit';
+import { Document } from 'genkit/retriever';
+import { chunk } from 'llm-chunk';
+import { readFile } from 'fs/promises';
+import path from 'path';
+import pdf from 'pdf-parse/lib/pdf-parse';
+
+const ai = genkit({
+  plugins: [
+    // vertexAI provides the textEmbedding004 embedder
+    vertexAI(),
+
+    // the local vector store requires an embedder to translate from text to vector
+    lancedb([
+      {
+        dbUri: '.db', // optional lancedb uri, default to .db
+        tableName: 'table', // optional table name, default to table
+        embedder: textEmbedding004,
+      },
+    ]),
+  ],
+});
+```
+
+You can run this app with the following command:
+```bash
+genkit start -- tsx --watch src/index.ts
+```
+
+This'll add LanceDB as a retriever and indexer to the genkit instance. You can see it in the GUI view
+<img width="1710" alt="Screenshot 2025-05-11 at 7 21 05 PM" src="https://github.com/user-attachments/assets/e752f7f4-785b-4797-a11e-72ab06a531b7" />
+
+**Testing retrieval on a sample table**
+Let's see the raw retrieval results
+
+<img width="1710" alt="Screenshot 2025-05-11 at 7 21 05 PM" src="https://github.com/user-attachments/assets/b8d356ed-8421-4790-8fc0-d6af563b9657" />
+On running this query, you'll 5 results fetched from the lancedb table, where each result looks something like this:
+<img width="1417" alt="Screenshot 2025-05-11 at 7 21 18 PM" src="https://github.com/user-attachments/assets/77429525-36e2-4da6-a694-e58c1cf9eb83" />
+
+
+
+## Creating a custom RAG flow
+
+Now that we've seen how you can use LanceDB for in a genkit pipeline, let's refine the flow and create a RAG. A RAG flow will consist of an index and a retreiver with its outputs postprocessed an fed into an LLM for final response
+
+### Creating custom indexer flows
+You can also create custom indexer flows, utilizing more options and features provided by LanceDB.
+
+```ts
+export const menuPdfIndexer = lancedbIndexerRef({
+   // Using all defaults, for dbUri, tableName, and embedder, etc
+});
+
+const chunkingConfig = {
+  minLength: 1000,
+  maxLength: 2000,
+  splitter: 'sentence',
+  overlap: 100,
+  delimiters: '',
+} as any;
+
+
+async function extractTextFromPdf(filePath: string) {
+  const pdfFile = path.resolve(filePath);
+  const dataBuffer = await readFile(pdfFile);
+  const data = await pdf(dataBuffer);
+  return data.text;
+}
+
+export const indexMenu = ai.defineFlow(
+  {
+    name: 'indexMenu',
+    inputSchema: z.string().describe('PDF file path'),
+    outputSchema: z.void(),
+  },
+  async (filePath: string) => {
+    filePath = path.resolve(filePath);
+
+    // Read the pdf.
+    const pdfTxt = await ai.run('extract-text', () =>
+      extractTextFromPdf(filePath)
+    );
+
+    // Divide the pdf text into segments.
+    const chunks = await ai.run('chunk-it', async () =>
+      chunk(pdfTxt, chunkingConfig)
+    );
+
+    // Convert chunks of text into documents to store in the index.
+    const documents = chunks.map((text) => {
+      return Document.fromText(text, { filePath });
+    });
+
+    // Add documents to the index.
+    await ai.index({
+      indexer: menuPdfIndexer,
+      documents,
+      options: {
+        writeMode: WriteMode.Overwrite,
+      } as any
+    });
+  }
+);
+```
+
+<img width="1316" alt="Screenshot 2025-05-11 at 8 35 56 PM" src="https://github.com/user-attachments/assets/e2a20ce4-d1d0-4fa2-9a84-f2cc26e3a29f" />
+
+In your console, you can see the logs
+
+<img width="511" alt="Screenshot 2025-05-11 at 7 19 14 PM" src="https://github.com/user-attachments/assets/243f26c5-ed38-40b6-b661-002f40f0423a" />
+
+### Creating custom retriever flows
+You can also create custom retriever flows, utilizing more options and features provided by LanceDB.
+```ts
+export const menuRetriever = lancedbRetrieverRef({
+  tableName: "table", // Use the same table name as the indexer.
+  displayName: "Menu", // Use a custom display name.
+
+export const menuQAFlow = ai.defineFlow(
+  { name: "Menu", inputSchema: z.string(), outputSchema: z.string() },
+  async (input: string) => {
+    // retrieve relevant documents
+    const docs = await ai.retrieve({
+      retriever: menuRetriever,
+      query: input,
+      options: { 
+        k: 3,
+      },
+    });
+
+    const extractedContent = docs.map(doc => {
+      if (doc.content && Array.isArray(doc.content) && doc.content.length > 0) {
+        if (doc.content[0].media && doc.content[0].media.url) {
+          return doc.content[0].media.url;
+        }
+      }
+      return "No content found";
+    });
+
+    console.log("Extracted content:", extractedContent);
+
+    const { text } = await ai.generate({
+      model: gemini('gemini-2.0-flash'),
+      prompt: `
+You are acting as a helpful AI assistant that can answer 
+questions about the food available on the menu at Genkit Grub Pub.
+
+Use only the context provided to answer the question.
+If you don't know, do not make up an answer.
+Do not add or change items on the menu.
+
+Context:
+${extractedContent.join('\n\n')}
+
+Question: ${input}`,
+      docs,
+    });
+    
+    return text;
+  }
+);
+```
+Now using our retrieval flow, we can ask question about the ingsted PDF
+<img width="1306" alt="Screenshot 2025-05-11 at 7 18 45 PM" src="https://github.com/user-attachments/assets/86c66b13-7c12-4d5f-9d81-ae36bfb1c346" />
+

java/core/pom.xml

@@ -8,7 +8,7 @@
     <parent>
         <groupId>com.lancedb</groupId>
         <artifactId>lancedb-parent</artifactId>
-        <version>0.19.1-beta.3</version>
+        <version>0.19.1-beta.5</version>
         <relativePath>../pom.xml</relativePath>
     </parent>
 

java/pom.xml

@@ -6,7 +6,7 @@
 
     <groupId>com.lancedb</groupId>
     <artifactId>lancedb-parent</artifactId>
-    <version>0.19.1-beta.3</version>
+    <version>0.19.1-beta.5</version>
     <packaging>pom</packaging>
 
     <name>LanceDB Parent</name>

node/package-lock.json

@@ -1,12 +1,12 @@
 {
   "name": "vectordb",
-  "version": "0.19.1-beta.3",
+  "version": "0.19.1-beta.5",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "vectordb",
-      "version": "0.19.1-beta.3",
+      "version": "0.19.1-beta.5",
       "cpu": [
         "x64",
         "arm64"
@@ -52,11 +52,11 @@
         "uuid": "^9.0.0"
       },
       "optionalDependencies": {
-        "@lancedb/vectordb-darwin-arm64": "0.19.1-beta.3",
+        "@lancedb/vectordb-darwin-arm64": "0.19.1-beta.5",
-        "@lancedb/vectordb-darwin-x64": "0.19.1-beta.3",
+        "@lancedb/vectordb-darwin-x64": "0.19.1-beta.5",
-        "@lancedb/vectordb-linux-arm64-gnu": "0.19.1-beta.3",
+        "@lancedb/vectordb-linux-arm64-gnu": "0.19.1-beta.5",
-        "@lancedb/vectordb-linux-x64-gnu": "0.19.1-beta.3",
+        "@lancedb/vectordb-linux-x64-gnu": "0.19.1-beta.5",
-        "@lancedb/vectordb-win32-x64-msvc": "0.19.1-beta.3"
+        "@lancedb/vectordb-win32-x64-msvc": "0.19.1-beta.5"
       },
       "peerDependencies": {
         "@apache-arrow/ts": "^14.0.2",
@@ -327,9 +327,9 @@
       }
     },
     "node_modules/@lancedb/vectordb-darwin-arm64": {
-      "version": "0.19.1-beta.3",
+      "version": "0.19.1-beta.5",
-      "resolved": "https://registry.npmjs.org/@lancedb/vectordb-darwin-arm64/-/vectordb-darwin-arm64-0.19.1-beta.3.tgz",
+      "resolved": "https://registry.npmjs.org/@lancedb/vectordb-darwin-arm64/-/vectordb-darwin-arm64-0.19.1-beta.5.tgz",
-      "integrity": "sha512-TglTNkvgxxHHhh8YbEwj5t9XuInNVUNeFN34Zyk+7ab/rDdMASiKv6ZvDkwacVm7aXeBbLw39/6+IegStJfFCg==",
+      "integrity": "sha512-9WcTw67We5HYGayDt5jFquGoyAVzFSt/I65ag8+q7H9q4ZYKxeDhgNyQZJ8BmXEvbJtnYtYBSAtTEdFKYMce6w==",
       "cpu": [
         "arm64"
       ],
@@ -340,9 +340,9 @@
       ]
     },
     "node_modules/@lancedb/vectordb-darwin-x64": {
-      "version": "0.19.1-beta.3",
+      "version": "0.19.1-beta.5",
-      "resolved": "https://registry.npmjs.org/@lancedb/vectordb-darwin-x64/-/vectordb-darwin-x64-0.19.1-beta.3.tgz",
+      "resolved": "https://registry.npmjs.org/@lancedb/vectordb-darwin-x64/-/vectordb-darwin-x64-0.19.1-beta.5.tgz",
-      "integrity": "sha512-mwBbOVgeUT3xyegzga0gTBJ+DXI3dP1zPKcOQRQDRJk+GkfHk1CblGXT3h/YL18NWfR1FGMe9s59PNJR6r6l8A==",
+      "integrity": "sha512-6Pe3PxEMi0VKGsu5R7IhOxTijUM3b5olRAqhxfcu5ti34gXIPNtu7g+T9lS78LKe+0D0v2BjZEY/JQakIFBNRw==",
       "cpu": [
         "x64"
       ],
@@ -353,9 +353,9 @@
       ]
     },
     "node_modules/@lancedb/vectordb-linux-arm64-gnu": {
-      "version": "0.19.1-beta.3",
+      "version": "0.19.1-beta.5",
-      "resolved": "https://registry.npmjs.org/@lancedb/vectordb-linux-arm64-gnu/-/vectordb-linux-arm64-gnu-0.19.1-beta.3.tgz",
+      "resolved": "https://registry.npmjs.org/@lancedb/vectordb-linux-arm64-gnu/-/vectordb-linux-arm64-gnu-0.19.1-beta.5.tgz",
-      "integrity": "sha512-amihspQ5ThSKRJsPpeAte/edWDGAN5ZjdqhtX8AUuuOmoJ5EekfsgXZc+fyFNwl6RzGT7PKqpL7SQzOdLKMijQ==",
+      "integrity": "sha512-VJbBd+Y+6L2SREaOO1OzuUfTPHXyHE4AcsZuM6VMyoeX8k7lPnaA+vNk96o0w4V2KFEAI6o4QPgrRAXmMAzmbg==",
       "cpu": [
         "arm64"
       ],
@@ -366,9 +366,9 @@
       ]
     },
     "node_modules/@lancedb/vectordb-linux-x64-gnu": {
-      "version": "0.19.1-beta.3",
+      "version": "0.19.1-beta.5",
-      "resolved": "https://registry.npmjs.org/@lancedb/vectordb-linux-x64-gnu/-/vectordb-linux-x64-gnu-0.19.1-beta.3.tgz",
+      "resolved": "https://registry.npmjs.org/@lancedb/vectordb-linux-x64-gnu/-/vectordb-linux-x64-gnu-0.19.1-beta.5.tgz",
-      "integrity": "sha512-mZzOETBii+UUu7D2TOohhukXNjjOfldbNADRB20FF2a3hYzrVteiFudCQRYtbVunpHE0qvNRTkyuRqM7DwOygw==",
+      "integrity": "sha512-3wS8Zn5NmHoszXfrY4JzMimHoh5LAmVi3pTX4gD+C9kVGoUJcDBP7/CrAbjnAz7VzzAIPmz8kvBuPz8l9X4hjw==",
       "cpu": [
         "x64"
       ],
@@ -379,9 +379,9 @@
       ]
     },
     "node_modules/@lancedb/vectordb-win32-x64-msvc": {
-      "version": "0.19.1-beta.3",
+      "version": "0.19.1-beta.5",
-      "resolved": "https://registry.npmjs.org/@lancedb/vectordb-win32-x64-msvc/-/vectordb-win32-x64-msvc-0.19.1-beta.3.tgz",
+      "resolved": "https://registry.npmjs.org/@lancedb/vectordb-win32-x64-msvc/-/vectordb-win32-x64-msvc-0.19.1-beta.5.tgz",
-      "integrity": "sha512-LHsKFtJZRRZ4MVa6uSeWqPJ9vfw0atmp6bvVDByxgouVN4CwdlnAxOu69YJtwDPxnfg8Pn+eQ5txIFvhFtCAnA==",
+      "integrity": "sha512-TemM9cvrPa2jFCjvYmKnrL0DTHegi/+LOQ3No9nPDHie2ka2fM9O2q60fAbYsYz+Mo9aV7MvL49ATbNCyl9MLA==",
       "cpu": [
         "x64"
       ],

node/package.json

@@ -1,6 +1,6 @@
 {
   "name": "vectordb",
-  "version": "0.19.1-beta.3",
+  "version": "0.19.1-beta.5",
   "description": " Serverless, low-latency vector database for AI applications",
   "private": false,
   "main": "dist/index.js",
@@ -89,10 +89,10 @@
     }
   },
   "optionalDependencies": {
-    "@lancedb/vectordb-darwin-x64": "0.19.1-beta.3",
+    "@lancedb/vectordb-darwin-x64": "0.19.1-beta.5",
-    "@lancedb/vectordb-darwin-arm64": "0.19.1-beta.3",
+    "@lancedb/vectordb-darwin-arm64": "0.19.1-beta.5",
-    "@lancedb/vectordb-linux-x64-gnu": "0.19.1-beta.3",
+    "@lancedb/vectordb-linux-x64-gnu": "0.19.1-beta.5",
-    "@lancedb/vectordb-linux-arm64-gnu": "0.19.1-beta.3",
+    "@lancedb/vectordb-linux-arm64-gnu": "0.19.1-beta.5",
-    "@lancedb/vectordb-win32-x64-msvc": "0.19.1-beta.3"
+    "@lancedb/vectordb-win32-x64-msvc": "0.19.1-beta.5"
   }
 }

nodejs/Cargo.toml

@@ -1,7 +1,7 @@
 [package]
 name = "lancedb-nodejs"
 edition.workspace = true
-version = "0.19.1-beta.3"
+version = "0.19.1-beta.5"
 license.workspace = true
 description.workspace = true
 repository.workspace = true

nodejs/npm/darwin-arm64/package.json

@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-darwin-arm64",
-	"version": "0.19.1-beta.3",
+	"version": "0.19.1-beta.5",
 	"os": ["darwin"],
 	"cpu": ["arm64"],
 	"main": "lancedb.darwin-arm64.node",

nodejs/npm/darwin-x64/package.json

@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-darwin-x64",
-	"version": "0.19.1-beta.3",
+	"version": "0.19.1-beta.5",
 	"os": ["darwin"],
 	"cpu": ["x64"],
 	"main": "lancedb.darwin-x64.node",

nodejs/npm/linux-arm64-gnu/package.json

@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-arm64-gnu",
-	"version": "0.19.1-beta.3",
+	"version": "0.19.1-beta.5",
 	"os": ["linux"],
 	"cpu": ["arm64"],
 	"main": "lancedb.linux-arm64-gnu.node",

nodejs/npm/linux-arm64-musl/package.json

@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-arm64-musl",
-	"version": "0.19.1-beta.3",
+	"version": "0.19.1-beta.5",
 	"os": ["linux"],
 	"cpu": ["arm64"],
 	"main": "lancedb.linux-arm64-musl.node",

nodejs/npm/linux-x64-gnu/package.json

@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-x64-gnu",
-	"version": "0.19.1-beta.3",
+	"version": "0.19.1-beta.5",
 	"os": ["linux"],
 	"cpu": ["x64"],
 	"main": "lancedb.linux-x64-gnu.node",

nodejs/npm/linux-x64-musl/package.json

@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-x64-musl",
-	"version": "0.19.1-beta.3",
+	"version": "0.19.1-beta.5",
 	"os": ["linux"],
 	"cpu": ["x64"],
 	"main": "lancedb.linux-x64-musl.node",

nodejs/npm/win32-arm64-msvc/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@lancedb/lancedb-win32-arm64-msvc",
-  "version": "0.19.1-beta.3",
+  "version": "0.19.1-beta.5",
   "os": [
     "win32"
   ],

nodejs/npm/win32-x64-msvc/package.json

@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-win32-x64-msvc",
-	"version": "0.19.1-beta.3",
+	"version": "0.19.1-beta.5",
 	"os": ["win32"],
 	"cpu": ["x64"],
 	"main": "lancedb.win32-x64-msvc.node",

nodejs/package-lock.json

@@ -1,12 +1,12 @@
 {
   "name": "@lancedb/lancedb",
-  "version": "0.19.1-beta.3",
+  "version": "0.19.1-beta.5",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "@lancedb/lancedb",
-      "version": "0.19.1-beta.3",
+      "version": "0.19.1-beta.5",
       "cpu": [
         "x64",
         "arm64"

nodejs/package.json

@@ -11,7 +11,7 @@
     "ann"
   ],
   "private": false,
-  "version": "0.19.1-beta.3",
+  "version": "0.19.1-beta.5",
   "main": "dist/index.js",
   "exports": {
     ".": "./dist/index.js",

python/.bumpversion.toml

@@ -1,5 +1,5 @@
 [tool.bumpversion]
-current_version = "0.22.1-beta.4"
+current_version = "0.22.1"
 parse = """(?x)
     (?P<major>0|[1-9]\\d*)\\.
     (?P<minor>0|[1-9]\\d*)\\.

python/Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "lancedb-python"
-version = "0.22.1-beta.4"
+version = "0.22.1"
 edition.workspace = true
 description = "Python bindings for LanceDB"
 license.workspace = true

rust-toolchain.toml

@@ -1,2 +1,2 @@
 [toolchain]
-channel = "1.83.0"
+channel = "1.86.0"

rust/ffi/node/Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "lancedb-node"
-version = "0.19.1-beta.3"
+version = "0.19.1-beta.5"
 description = "Serverless, low-latency vector database for AI applications"
 license.workspace = true
 edition.workspace = true

rust/lancedb/Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "lancedb"
-version = "0.19.1-beta.3"
+version = "0.19.1-beta.5"
 edition.workspace = true
 description = "LanceDB: A serverless, low-latency vector database for AI applications"
 license.workspace = true