Create, manage, and chat with Pinecone Assistants for document Q&A with citations. Handles all assistant operations – create, upload, sync, chat, context retrieval, and list.
Create, manage, and chat with Pinecone Assistants for document Q&A with citations. Handles all assistant operations - create, upload, sync, chat, context retrieval, and list.This is the skill's description: the text your AI reads to decide when the skill applies.
pinecone-pinecone-assistant/SKILL.md
---
name: pinecone-assistant
description: Create, manage, and chat with Pinecone Assistants for document Q&A with citations. Handles all assistant operations - create, upload, sync, chat, context retrieval, and list. Recognizes natural language like "create an assistant from my docs", "ask my assistant about X", or "upload my docs to Pinecone".
---
# Pinecone Assistant
Pinecone Assistant is a fully managed RAG service. Upload documents, ask questions, get cited answers. No embedding pipelines or infrastructure required.
> All scripts are in `scripts/` relative to this skill directory.
> Run with: `uv run scripts/script_name.py [arguments]`
## Operations
| What to do | Script | Key args |
|---|---|---|
| Create an assistant | `scripts/create.py` | `--name` `--instructions` `--region` |
| Upload files | `scripts/upload.py` | `--assistant` `--source` `--patterns` |
| Sync files (incremental) | `scripts/sync.py` | `--assistant` `--source` `--delete-missing` `--dry-run` |
| Chat / ask a question | `scripts/chat.py` | `--assistant` `--message` |
| Get context snippets | `scripts/context.py` | `--assistant` `--query` `--top-k` |
| List assistants | `scripts/list.py` | `--files` `--json` |
For full workflow details on any operation, read the relevant file in `references/`.