[Manual Test] Create and sync a knowledge base from Couchbase

[martyna-mindsdb]

MindsDB offers the ability to create a Knowledge Base (KB) and synchronize data from any supported data source into it. This issue provides an example of creating a Knowledge Base and automatically syncing content from Couchbase.

The Knowledge Base will use OpenAI’s embedding model and ChromaDB as the default vector store. The end goal is to showcase an automated process where new data from Couchbase is continuously added to the Knowledge Base using MindsDB's JOBS feature.

Steps for Contributors :checkered_flag: :shipit:

1. Create a New Knowledge Base :new: :

   Use the CREATE KNOWLEDGE_BASE statement to establish a new KB. See examples of how to create and use a knowledge base.

2. Integrate Couchbase :open_file_folder: :

   Set up Couchbase integration to allow data transfer from Couchbase into the MindsDB environment.

3. Automate Data Sync using JOBS :timer_clock: :

   Create a JOB that automates the process of adding new data from the Couchbase source to the Knowledge Base.

4. Testing and Verification :ballot_box_with_check: :

   Ensure that the data is correctly synced into the Knowledge Base. If you encounter issues, open a new issue or submit a PR to resolve the problem.

Additional Resources :books:

• How to run MindsDB locally :desktop_computer:
• Knowledge Base :brain:
• Couchbase Integration :file_folder:
• MindsDB Slack for any questions :speaking_head:
• ChromaDB integration :book:

Deliverables :heavy_check_mark:

• An example of a successfully created and synced Knowledge Base with content coming from Couchbase posted on the issue.
• The JOB configuration that ensures automated syncing of data from Couchbase to the KB.
• Verification that the Knowledge Base is functional by querying it for content.
• In case of issues, reported bugs or PR that solves them

:loudspeaker: Additional rewards :trophy:

This issue brings :six: :zero: points for SWAG and entry into the draw for a :point_down: :

• :three: :x: :computer: Razer Blade 16 Gaming Laptop
• :shirt: :bear: MindsDB Swag :information_source: For more info check out https://mindsdb.com/hacktoberfest :point_left:

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NOTE: Multiple contributors can work on this issue simultaneously without being assigned. Upon completion, share the screenshots below (if tests succeeded) or create a bug issue (if tests failed).

[ritwickrajmakhal]

Works fine ✅

Screencast from 2024-10-23 22-50-03.webm

[Better-Boy]

Knowledge base with couchbase is working fine. FYI - hugging face embedding is used here.

https://github.com/user-attachments/assets/894622fd-aa3c-4f60-a38c-2a56c046c296