chroma-integration ยท diff
git:20260325.a6b3a88 to git:20260507.313363d
65 added, 62 removed. Audit A to A.
- ---
- name: chroma-integration
- description: Chroma local vector database setup and operations for development and production
- allowed-tools:
- - Read
- - Write
- - Edit
- - Bash
- - Glob
- - Grep
- ---
-
- # Chroma Integration Skill
-
- ## Capabilities
-
- - Set up Chroma (ephemeral, persistent, client-server)
- - Create and manage collections
- - Implement document ingestion with embeddings
- - Configure metadata filtering
- - Set up multi-tenant collections
- - Implement where and where_document filters
-
- ## Target Processes
-
- - vector-database-setup
- - rag-pipeline-implementation
-
- ## Implementation Details
-
- ### Deployment Modes
-
- 1. **Ephemeral**: In-memory for testing
- 2. **Persistent**: Local file-based storage
- 3. **Client-Server**: Chroma server deployment
-
- ### Core Operations
-
- - Collection creation with embedding functions
- - Add/update/delete documents
- - Query with filters
- - Metadata management
-
- ### Configuration Options
-
- - Embedding function selection
- - Persistence directory
- - Distance metric (l2, ip, cosine)
- - Collection metadata
- - Server configuration
-
- ### Best Practices
-
- - Use persistent mode for development
- - Deploy server mode for production
- - Design metadata schema upfront
- - Implement proper ID strategies
-
- ### Dependencies
-
- - chromadb
- - langchain-chroma
+ ---
+ name: chroma-integration
+ description: Chroma local vector database setup and operations for development and production
+ allowed-tools:
+ - Read
+ - Write
+ - Edit
+ - Bash
+ - Glob
+ - Grep
+ graph:
+ domains: [domain:software-engineering]
+
+ ---
+
+ # Chroma Integration Skill
+
+ ## Capabilities
+
+ - Set up Chroma (ephemeral, persistent, client-server)
+ - Create and manage collections
+ - Implement document ingestion with embeddings
+ - Configure metadata filtering
+ - Set up multi-tenant collections
+ - Implement where and where_document filters
+
+ ## Target Processes
+
+ - vector-database-setup
+ - rag-pipeline-implementation
+
+ ## Implementation Details
+
+ ### Deployment Modes
+
+ 1. **Ephemeral**: In-memory for testing
+ 2. **Persistent**: Local file-based storage
+ 3. **Client-Server**: Chroma server deployment
+
+ ### Core Operations
+
+ - Collection creation with embedding functions
+ - Add/update/delete documents
+ - Query with filters
+ - Metadata management
+
+ ### Configuration Options
+
+ - Embedding function selection
+ - Persistence directory
+ - Distance metric (l2, ip, cosine)
+ - Collection metadata
+ - Server configuration
+
+ ### Best Practices
+
+ - Use persistent mode for development
+ - Deploy server mode for production
+ - Design metadata schema upfront
+ - Implement proper ID strategies
+
+ ### Dependencies
+
+ - chromadb
+ - langchain-chroma