Manage RAG indices via shell scripts against the BTDP RAG API.
npx skills add https://github.com/smorand/claude-config --skill rag-manager
Please help me install this Agent Skill. Skill: rag-manager Source: https://github.com/smorand/claude-config/tree/main/skills/rag-manager Command: npx skills add https://github.com/smorand/claude-config --skill rag-manager
This Skill centralizes RAG index operations (list, search, create, delete) and provides reliable shell scripts for interacting with the BTDP RAG API.
Use the provided rag_list.sh, rag_search.sh, rag_create.sh, and rag_delete.sh to manage indices.
High-intent search queries and answers about installing and using this skill.
Semantic RAG index management centralizes list, search, create, and delete operations against the BTDP RAG API. Use the provided shell scripts (rag_list.sh, rag_search.sh, rag_create.sh, rag_delete.sh) with OAuth authentication to manage embeddings and enable natural-language queries across C1 and C2 datasets.
Yes. Semantic search queries RAG indices using natural-language-like prompts via rag_search.sh against the BTDP RAG API. Results return structured JSON with matching embeddings and metadata from your configured indices.
The BTDP RAG API authenticates using an OAuth token stored at ~/.gcp/access_token. The shell scripts automatically read and apply this token to API calls, enforcing secure access to C1 and C2 data handling policies.
Use rag_create.sh to provision new indices with embeddings and rag_delete.sh to remove them. Both scripts handle API communication, error handling, and return structured JSON results for automation in BTDP workflows.
Yes. RAG index management applies to L'Oréal's BTDP infrastructure, which integrates with BigQuery for C1 and C2 dataset operations. Indices enable semantic search across your BigQuery data through the BTDP RAG API.
Operations depend on jq and curl availability, OAuth token accessibility at ~/.gcp/access_token, and network connectivity to the BTDP RAG API endpoint. Large-scale index operations may require batching; refer to API response limits in BTDP documentation.
Khang5687Install, authenticate, and interact with the X API via CLI.
arsityGenerate embeddings for semantic similarity, clustering, and retrieval with sentence-transformers.
windmill-labsGenerate parameterized BigQuery SQL queries with named parameters.
manutejManage vector databases for semantic search and RAG across Pinecone, Weaviate, and Chroma.
