Feat content wide search

[ShubhamMewara]

PR Fixes: #175

reopen #294 update: Removed Algolia ( keyword search ) Added vector search using:

• Google Gemini for embeddings Gemini
• qdrant for vector db Qdrant

https://github.com/code100x/daily-code/assets/136337515/ab4fe300-85f3-4cb2-838f-760dcf3d6f9c

Checklist before requesting a review

• [x] I have performed a self-review of my code
• [x] I assure there is no similar/duplicate pull request regarding same issue

[siinghd]

@hkirat do we need this? i am not convinced about this

[ShubhamMewara]

@hkirat do we need this? i am not convinced about this

@siinghd He raised issue #175 himself.

[ShubhamMewara]

for now this, Honestly i dont know if we need this much or this advanced search. Current search is not bad tho

@siinghd @hkirat First, I implemented the search with Algolia as Harkirat suggested either Algolia or Elasticsearch. However, since Algolia is not open source and can be expensive, Qdrant is a good open-source alternative that we can host ourselves.

[hkirat]

/bounty $100

[hkirat]

@siinghd

[hkirat]

Updated the bounty to $100

[siinghd]

On it

[siinghd]

@hkirat you will have to update the .env... tested it in local working really good. code looks also good.

merging it, just update the .env and the db stuff