How to Use Chroma Vector Store: Complete Python Tutorial for Developers
Hi, My name is Sunny Solanki, and in this video, I provide a guide on using Chroma Vector Database. Chroma is an open-source vector store commonly used to build RAG Apps.
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CODE - https://github.com/sunny2309/chromadb...
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Important Chapters:
0:00 - Complete Guide to Chroma Vector Store Intro
1:21 - Code Start
3:14 - Create Chroma Client
3:49 - Create Collection
7:02 - Add Documents to Collection
12:33 - Query Collection | Search Relevant Docs
16:34 - Filter Relevant Docs using "where" Clause
21:43 - Filter Relevant Docs using "where_document" Clause
27:31 - Update Records in Vector Store
29:44 - Delete Records in Vector Store
30:22 - How to Create Persistent Vector Store?
34:56 - Work with a List of Collections
37:55 - Using Custom Embeddings Function
44:05 - Using Chroma in Client-Server Mode
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