chromadb-embed
CommunityStreamline data ingestion with ChromaDB integration.
AuthorNelkit
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Automates text embedding and persistent storage to ChromaDB, optimizing the ingestion of documents into the Sydney Liveability Explorer.
Core Features & Use Cases
- Efficient Embedding & Storage: Embed text into ChromaDB with a deterministic ID, optimizing retrieval for AI analysis.
- Repetitive Ingestion Helpers: Supports building ingestions helpers for various document sources.
- Chunking Conventions: Uses
RecursiveCharacterTextSplitterfor text splitting into fixed-size chunks, essential for structured analysis.
Quick Start
Embed the provided text chunks to ChromaDB with 'chromadb-embed'.
Dependency Matrix
Required Modules
langchainsentence-transformerschromadb
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: chromadb-embed Download link: https://github.com/Nelkit/sydney-liveability-ai/archive/main.zip#chromadb-embed Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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