chromadb-memory

What problem does it solve?

This Skill provides a robust, self-hosted long-term memory solution for AI agents, eliminating reliance on cloud-based services and ensuring data privacy.

Core Features & Use Cases

• Auto-Recall: Automatically injects relevant context from your memory archive into the AI's prompt before each turn, enhancing conversational coherence and knowledge recall.
• chromadb_search Tool: Enables manual, semantic searching over your ChromaDB collection for specific information retrieval.
• 100% Local: Utilizes Ollama for embeddings and ChromaDB for vector storage, requiring no external API calls.
• Use Case: An AI assistant can recall past conversations, user preferences, or project details automatically, leading to more personalized and context-aware interactions without explicit user prompting for recall.

Quick Start

Configure the plugin in your OpenClaw config file with your ChromaDB and Ollama details, including your collection ID.