Download the Project files for this project at my Patreon along with 250+ other projects:www.patreon.com/posts/modular-rag-and-106461497 Learn to code fast with my 1000x MasterClass: www.patreon.com/posts/1000x-dev-103326330 Search 200+ echohive videos and code download links:www.echohive.live/ Auto Streamer: www.autostreamer.live/ Fastapi course: www.patreon.com/posts/learn-fastapi-26-95041684 Chat with us on Discord: discord.gg/PPxTP3Cs3G Follow on twitter(X) : twitter.com/hive_echo
Have you looked into using postgresql with the pgvector extension? It allows using several embedding models, including openai. I've navigated away from storing things in Jason files or anything that is a file on my device and instead I embed everything in the actual database including images and base 64 and all kinds of metadata related to context. I'm going to be implementing PG vector to be able to take all context window information I've ever had for a user and creating embeddings that then allow for indexing and searching. And if you have not played with postgresql much, Open AI's model at least seems pretty knowledgeable about the use along with alembic and SQalchemy
I have used SQLite before but not Postgres with pgvector. But for quick projects using sql makes the code bulky and and queries are flat out confusing. Jason is a quick way to build a working thing then for production of course sql is the way to go or mongodb. Will look into pgvector tho. Thanks for mentioning it. Also lately I am really liking g chromadb. I hope they will get their cloud service up and running soon.
Download the Project files for this project at my Patreon along with 250+ other projects:www.patreon.com/posts/modular-rag-and-106461497
Learn to code fast with my 1000x MasterClass:
www.patreon.com/posts/1000x-dev-103326330
Search 200+ echohive videos and code download links:www.echohive.live/
Auto Streamer: www.autostreamer.live/
Fastapi course: www.patreon.com/posts/learn-fastapi-26-95041684
Chat with us on Discord: discord.gg/PPxTP3Cs3G
Follow on twitter(X) : twitter.com/hive_echo
Oooo I'm so excited for where you're taking this project!
Am traveling right now. Will defo pick up and play with this once back home.
Thank you 🙏 have safe travels!
Thank you!! You Are awesome!
Thank you too 🙏 glad you like the project
Oh Nice ❗❗❗ Have you played with Autogrok yet❓ I'd love to see an overview and use cases 👍
Thank you 🙏 I think I heard of it but didn’t try. Do you know the link to it?
thank. you for the project:)
Thank you as well! 🙏
Have you looked into using postgresql with the pgvector extension? It allows using several embedding models, including openai.
I've navigated away from storing things in Jason files or anything that is a file on my device and instead I embed everything in the actual database including images and base 64 and all kinds of metadata related to context. I'm going to be implementing PG vector to be able to take all context window information I've ever had for a user and creating embeddings that then allow for indexing and searching. And if you have not played with postgresql much, Open AI's model at least seems pretty knowledgeable about the use along with alembic and SQalchemy
I have used SQLite before but not Postgres with pgvector. But for quick projects using sql makes the code bulky and and queries are flat out confusing. Jason is a quick way to build a working thing then for production of course sql is the way to go or mongodb. Will look into pgvector tho. Thanks for mentioning it. Also lately I am really liking g chromadb. I hope they will get their cloud service up and running soon.
Please share with us the sample code