Vector databases are so hot right now. WTF are they?
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/guides/embeddings
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
