community[minor]: Add support for Couchbase Vector Store #4737

lokesh-couchbase · 2024-03-13T15:46:50Z

Add support for Vector Store in Couchbase, a distributed NoSQL database.

Includes Full Tech Search Based Vector Search
Bump couchbase version in langchain for document loader

Dependencies:
Added the Couchbase SDK as an optional dependency to langchain community.

* added couchbase document loader * fixed loader to use stringify * add doc file * updated tests * update types as per new requirement * update comments for typedoc * fix formatting issues and remove print in tests * add support for couchbase vector search using sdk * improved the params of couchbase * bump couchbase sdk version * remove rest implementation * add tsdoc * use initialize to create instance of class * improved tsdocs * add tests * add similarity search in documentation * add hybrid search in documentation and tests * remove unwanted files

vercel · 2024-03-13T15:46:55Z

The latest updates on your projects. Learn more about Vercel for Git ↗︎

Name	Status	Preview	Comments	Updated (UTC)
langchainjs-api-refs	✅ Ready (Inspect)	Visit Preview	💬 Add feedback	Mar 15, 2024 9:58pm
langchainjs-docs	✅ Ready (Inspect)	Visit Preview		Mar 15, 2024 9:58pm

dosubot · 2024-03-13T15:48:00Z

examples/src/indexes/vector_stores/couchbase/similaritySearch.ts

@@ -0,0 +1,60 @@
+import { OpenAIEmbeddings } from "@langchain/openai";


Hey there! I've reviewed the code and flagged the addition of environment variable usage for the maintainers to review. It's important to ensure that sensitive information is handled securely. Let me know if you need further assistance with this.

dosubot · 2024-03-13T15:48:01Z

libs/langchain-community/package.json

@@ -122,6 +122,7 @@
    "closevector-web": "0.1.6",


Hey there! 👋 I noticed that a new dependency "couchbase" with version "^4.2.11" has been added to the project. This change is being flagged for your review to ensure it aligns with the project's dependency requirements. Thank you!

dosubot · 2024-03-13T15:48:02Z

libs/langchain-community/src/vectorstores/tests/couchbase.int.test.ts

@@ -0,0 +1,240 @@
+/* eslint-disable @typescript-eslint/no-explicit-any */


Hey there! I noticed that this PR includes changes that access environment variables using process.env. I've flagged this for your review to ensure that the handling of environment variables aligns with best practices. Let me know if you need any further assistance with this!

dosubot · 2024-03-14T10:15:51Z

examples/src/indexes/vector_stores/couchbase/similaritySearch.ts

@@ -0,0 +1,60 @@
+import { OpenAIEmbeddings } from "@langchain/openai";


Hey there! I've reviewed the code and flagged the addition of environment variable usage for the maintainers to review. It's important to ensure that sensitive information is handled securely. Let me know if you need further assistance with this.

dosubot · 2024-03-14T10:15:52Z

libs/langchain-community/package.json

@@ -122,6 +122,7 @@
    "closevector-web": "0.1.6",


Hey there! 👋 I noticed that a new dependency "couchbase" with version "^4.2.11" has been added to the project. This change is being flagged for your review to ensure it aligns with the project's dependency requirements. Thank you!

dosubot · 2024-03-14T10:15:53Z

libs/langchain-community/src/vectorstores/tests/couchbase.int.test.ts

@@ -0,0 +1,240 @@
+/* eslint-disable @typescript-eslint/no-explicit-any */


Hey there! I noticed that this PR includes changes that access environment variables using process.env. I've flagged this for your review to ensure that the handling of environment variables aligns with best practices. Let me know if you need any further assistance with this!

jacoblee93 · 2024-03-14T23:27:24Z

Is this still draft?

dosubot · 2024-03-15T03:54:02Z

examples/package.json

@@ -64,6 +64,7 @@
    "axios": "^0.26.0",


Hey there! I noticed that the recent change in the package.json file added the "couchbase" dependency as a hard dependency. I'm flagging this for your review. Keep up the great work!

dosubot · 2024-03-15T03:54:03Z

examples/src/indexes/vector_stores/couchbase/similaritySearch.ts

@@ -0,0 +1,66 @@
+import { OpenAIEmbeddings } from "@langchain/openai";


Hey there! I've reviewed the code changes in the PR and flagged it for your review. The added code explicitly requires environment variables via process.env, so it's important to ensure that the necessary environment variables are properly set and handled. Let me know if you need any further assistance with this!

dosubot · 2024-03-15T03:54:04Z

libs/langchain-community/package.json

@@ -122,6 +122,7 @@
    "closevector-web": "0.1.6",


Hey there! 👋 I noticed that a new dependency "couchbase" with version "^4.3.0" has been added to the project. This change is flagged for your review to ensure it aligns with the project's dependency requirements. Keep up the great work!

dosubot · 2024-03-15T03:54:06Z

libs/langchain-community/src/vectorstores/tests/couchbase.int.test.ts

@@ -0,0 +1,240 @@
+/* eslint-disable @typescript-eslint/no-explicit-any */


Hey there! I noticed that this PR includes changes that access environment variables using process.env. I've flagged this for your review to ensure that the handling of environment variables aligns with best practices. Let me know if you need any further assistance with this!

lokesh-couchbase · 2024-03-15T03:54:52Z

Is this still draft?

Yes, it was draft due to a new Couchbase SDK Release as I had to test that out. It's done and ready for review now

libs/langchain-community/src/vectorstores/tests/couchbase.int.test.ts

examples/src/indexes/vector_stores/couchbase/.env.example

examples/src/indexes/vector_stores/couchbase/similaritySearch.ts

jacoblee93 · 2024-03-15T20:46:20Z

Looks good! Small nit if you can change the env var names but otherwise looks good.

…cb-vector-store

jacoblee93 · 2024-03-15T21:52:21Z

Changed it myself, thank you!

dosubot bot added the size:XXL This PR changes 1000+ lines, ignoring generated files. label Mar 13, 2024

lokesh-couchbase marked this pull request as draft March 13, 2024 15:46

dosubot bot added the auto:enhancement A large net-new component, integration, or chain. Use sparingly. The largest features label Mar 13, 2024

dosubot bot reviewed Mar 13, 2024

View reviewed changes

vercel bot deployed to Preview – langchainjs-api-refs March 13, 2024 15:53 View deployment

vercel bot deployed to Preview – langchainjs-docs March 13, 2024 15:54 View deployment

fix formatting

1e8fe8d

vercel bot deployed to Preview – langchainjs-api-refs March 13, 2024 17:17 View deployment

vercel bot deployed to Preview – langchainjs-docs March 13, 2024 17:19 View deployment

make docs better

588cd40

vercel bot deployed to Preview – langchainjs-api-refs March 14, 2024 10:12 View deployment

vercel bot deployed to Preview – langchainjs-docs March 14, 2024 10:13 View deployment

Merge branch 'main' into cb-vector-store

05ae98f

lokesh-couchbase marked this pull request as ready for review March 14, 2024 10:15

dosubot bot reviewed Mar 14, 2024

View reviewed changes

vercel bot deployed to Preview – langchainjs-api-refs March 14, 2024 10:21 View deployment

vercel bot deployed to Preview – langchainjs-docs March 14, 2024 10:23 View deployment

lokesh-couchbase marked this pull request as draft March 14, 2024 16:26

bump couchbase version

97c3d73

lokesh-couchbase marked this pull request as ready for review March 15, 2024 03:53

dosubot bot reviewed Mar 15, 2024

View reviewed changes

vercel bot deployed to Preview – langchainjs-docs March 15, 2024 03:58 View deployment

vercel bot deployed to Preview – langchainjs-api-refs March 15, 2024 03:59 View deployment

jacoblee93 reviewed Mar 15, 2024

View reviewed changes

libs/langchain-community/src/vectorstores/tests/couchbase.int.test.ts Outdated Show resolved Hide resolved

jacoblee93 reviewed Mar 15, 2024

View reviewed changes

examples/src/indexes/vector_stores/couchbase/.env.example Outdated Show resolved Hide resolved

jacoblee93 reviewed Mar 15, 2024

View reviewed changes

examples/src/indexes/vector_stores/couchbase/similaritySearch.ts Outdated Show resolved Hide resolved

jacoblee93 added the close PRs that need one or two touch-ups to be ready label Mar 15, 2024

jacoblee93 self-assigned this Mar 15, 2024

jacoblee93 changed the title ~~Add support for Couchbase Vector Store~~ community[minor]: Add support for Couchbase Vector Store Mar 15, 2024

jacoblee93 added 2 commits March 15, 2024 14:48

Merge branch 'main' of https://github.com/hwchase17/langchainjs into …

a325c05

…cb-vector-store

Prefix env vars

4b9c372

vercel bot deployed to Preview – langchainjs-api-refs March 15, 2024 21:58 View deployment

vercel bot deployed to Preview – langchainjs-docs March 15, 2024 21:58 View deployment

jacoblee93 added lgtm PRs that are ready to be merged as-is and removed close PRs that need one or two touch-ups to be ready labels Mar 15, 2024

jacoblee93 merged commit 3c63344 into langchain-ai:main Mar 15, 2024
19 checks passed

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

community[minor]: Add support for Couchbase Vector Store #4737

community[minor]: Add support for Couchbase Vector Store #4737

lokesh-couchbase commented Mar 13, 2024

vercel bot commented Mar 13, 2024 •

edited

Loading

dosubot bot Mar 13, 2024

dosubot bot Mar 13, 2024

dosubot bot Mar 13, 2024

dosubot bot Mar 14, 2024

dosubot bot Mar 14, 2024

dosubot bot Mar 14, 2024

jacoblee93 commented Mar 14, 2024

dosubot bot Mar 15, 2024

dosubot bot Mar 15, 2024

dosubot bot Mar 15, 2024

dosubot bot Mar 15, 2024

lokesh-couchbase commented Mar 15, 2024

jacoblee93 commented Mar 15, 2024

jacoblee93 commented Mar 15, 2024

		@@ -0,0 +1,60 @@
		import { OpenAIEmbeddings } from "@langchain/openai";

		@@ -0,0 +1,240 @@
		/* eslint-disable @typescript-eslint/no-explicit-any */

		@@ -0,0 +1,66 @@
		import { OpenAIEmbeddings } from "@langchain/openai";

community[minor]: Add support for Couchbase Vector Store #4737

community[minor]: Add support for Couchbase Vector Store #4737

Conversation

lokesh-couchbase commented Mar 13, 2024

vercel bot commented Mar 13, 2024 • edited Loading

dosubot bot Mar 13, 2024

Choose a reason for hiding this comment

dosubot bot Mar 13, 2024

Choose a reason for hiding this comment

dosubot bot Mar 13, 2024

Choose a reason for hiding this comment

dosubot bot Mar 14, 2024

Choose a reason for hiding this comment

dosubot bot Mar 14, 2024

Choose a reason for hiding this comment

dosubot bot Mar 14, 2024

Choose a reason for hiding this comment

jacoblee93 commented Mar 14, 2024

dosubot bot Mar 15, 2024

Choose a reason for hiding this comment

dosubot bot Mar 15, 2024

Choose a reason for hiding this comment

dosubot bot Mar 15, 2024

Choose a reason for hiding this comment

dosubot bot Mar 15, 2024

Choose a reason for hiding this comment

lokesh-couchbase commented Mar 15, 2024

jacoblee93 commented Mar 15, 2024

jacoblee93 commented Mar 15, 2024

vercel bot commented Mar 13, 2024 •

edited

Loading