ChromaDB

What problem does it solve?

This Skill simplifies the process of setting up and interacting with ChromaDB, an open-source vector database, enabling efficient semantic search and data retrieval in applications.

Core Features & Use Cases

• Collection Management: Create, get, list, and delete ChromaDB collections.
• Data Ingestion: Add documents with auto-generated embeddings or pre-computed vectors, and upsert existing records.
• Querying & Filtering: Perform semantic searches using text or embeddings, with powerful metadata and document content filtering capabilities.
• Use Case: Integrate semantic search into your application by storing and querying document embeddings, allowing users to find information based on meaning rather than just keywords.

Quick Start

Use the chromadb skill to set up a persistent ChromaDB client and create a collection named 'my_documents'.