Vector databases are so hot right now. WTF are they?

Published: 07 April 2023
on channel: Fireship
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39k

Vector databases are rapidly growing in popularity as a way to add long-term memory to LLMs like GPT-4, LLaMDA, and LLaMA. Learn how popular vector databases like Pinecone and Weaviate can store ML embeddings to integrate with tools like ChatGPT.

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🔗 Resources

Full Vector DB tutorial coming soon on ‪@beyondfireship‬
Rektor https://github.com/codediodeio/rektor-db
OpenAI Embeddings https://platform.openai.com/docs/guid...
Weaviate GitHub https://github.com/weaviate/weaviate
Chroma GitHub https://github.com/chroma-core/chroma


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🔖 Topics Covered

What is a vector in computer science?
VC funding of databases news
What are ML embeddings?
What is a vector database?
Vector database vs SQL
Are vector databases fast?
How to make custom chatGPT app
Vector database basics tutorial
Trending github repos about AGI


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