assistant

Name: assistant
Author: pinecone-io

23stars1forks

How to install assistant?

pinecone-io/gemini-cli-extension/assistant

$npx -y skills add pinecone-io/gemini-cli-extension --skill assistant

Installs into the current project.

Summary

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 "uplo

Files · 1

View on GitHub

SKILL.md

1	# Pinecone Assistant
2
3	Pinecone Assistant is a fully managed RAG service. Upload documents, ask questions, get cited answers. No embedding pipelines or infrastructure required.
4
5	> All scripts are in `scripts/` relative to this skill directory.
6	> Run with: `uv run scripts/script_name.py [arguments]`
7
8	## Operations
9
10	\| What to do \| Script \| Key args \|
11	\|---\|---\|---\|
12	\| Create an assistant \| `scripts/create.py` \| `--name` `--instructions` `--region` \|
13	\| Upload files \| `scripts/upload.py` \| `--assistant` `--source` `--patterns` \|
14	\| Sync files (incremental) \| `scripts/sync.py` \| `--assistant` `--source` `--delete-missing` `--dry-run` \|
15	\| Chat / ask a question \| `scripts/chat.py` \| `--assistant` `--message` \|
16	\| Get context snippets \| `scripts/context.py` \| `--assistant` `--query` `--top-k` \|
17	\| List assistants \| `scripts/list.py` \| `--files` `--json` \|
18
19	For full workflow details on any operation, read the relevant file in `references/`.
20
21	---
22
23	## Natural Language Recognition
24
25	Proactively handle these patterns without requiring explicit commands:
26
27	Create: "create an assistant", "make an assistant called X", "set up an assistant for my docs"
28	→ See [references/create.md](references/create.md)
29
30	Upload: "upload my docs", "add files to my assistant", "index my documentation"
31	→ See [references/upload.md](references/upload.md)
32
33	Sync: "sync my docs", "update my assistant", "keep assistant in sync", "refresh from ./docs"
34	→ See [references/sync.md](references/sync.md)
35
36	Chat: "ask my assistant about X", "what does my assistant know about X", "chat with X"
37	→ See [references/chat.md](references/chat.md)
38
39	Context: "search my assistant for X", "find context about X"
40	→ See [references/context.md](references/context.md)
41
42	List: "show my assistants", "what assistants do I have"
43	→ Run `uv run scripts/list.py`
44
45	---
46
47	## Conversation Memory
48
49	Track the last assistant used within the conversation:
50	- When a user creates or first uses an assistant, remember its name
51	- If user says "my assistant", "it", or "the assistant" → use the last one
52	- Briefly confirm which assistant you're using: "Asking docs-bot..."
53	- If ambiguous and multiple exist → ask the user to clarify
54
55	---
56
57	## Multi-Step Requests
58
59	Handle chained requests naturally. Example:
60
61	> "Create an assistant called docs-bot, upload my ./docs folder, and ask what the main features are"
62
63	1. `uv run scripts/create.py --name docs-bot`
64	2. `uv run scripts/upload.py --assistant docs-bot --source ./docs`
65	3. `uv run scripts/chat.py --assistant docs-bot --message "what are the main features?"`
66
67	---
68
69	## Prerequisites
70
71	- `PINECONE_API_KEY` must be available — terminal: `export PINECONE_API_KEY="your-key"`, or add to a `.env` file and run scripts with `uv run --env-file .env scripts/...`
72	- `uv` must be installed — [install uv](https://docs.astral.sh/uv/getting-started/installation/)
73	- Get a free API key at: https://app.pinecone.io/?sessionType=signup

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6 picks

Type

assistant

23stars1forks

View on GitHub

How to install assistant?

pinecone-io/gemini-cli-extension/assistant

$npx -y skills add pinecone-io/gemini-cli-extension --skill assistant

Installs into the current project.

Summary

Files · 1

View on GitHub

SKILL.md

1	# Pinecone Assistant
2
3	Pinecone Assistant is a fully managed RAG service. Upload documents, ask questions, get cited answers. No embedding pipelines or infrastructure required.
4
5	> All scripts are in `scripts/` relative to this skill directory.
6	> Run with: `uv run scripts/script_name.py [arguments]`
7
8	## Operations
9
10	\| What to do \| Script \| Key args \|
11	\|---\|---\|---\|
12	\| Create an assistant \| `scripts/create.py` \| `--name` `--instructions` `--region` \|
13	\| Upload files \| `scripts/upload.py` \| `--assistant` `--source` `--patterns` \|
14	\| Sync files (incremental) \| `scripts/sync.py` \| `--assistant` `--source` `--delete-missing` `--dry-run` \|
15	\| Chat / ask a question \| `scripts/chat.py` \| `--assistant` `--message` \|
16	\| Get context snippets \| `scripts/context.py` \| `--assistant` `--query` `--top-k` \|
17	\| List assistants \| `scripts/list.py` \| `--files` `--json` \|
18
19	For full workflow details on any operation, read the relevant file in `references/`.
20
21	---
22
23	## Natural Language Recognition
24
25	Proactively handle these patterns without requiring explicit commands:
26
27	Create: "create an assistant", "make an assistant called X", "set up an assistant for my docs"
28	→ See [references/create.md](references/create.md)
29
30	Upload: "upload my docs", "add files to my assistant", "index my documentation"
31	→ See [references/upload.md](references/upload.md)
32
33	Sync: "sync my docs", "update my assistant", "keep assistant in sync", "refresh from ./docs"
34	→ See [references/sync.md](references/sync.md)
35
36	Chat: "ask my assistant about X", "what does my assistant know about X", "chat with X"
37	→ See [references/chat.md](references/chat.md)
38
39	Context: "search my assistant for X", "find context about X"
40	→ See [references/context.md](references/context.md)
41
42	List: "show my assistants", "what assistants do I have"
43	→ Run `uv run scripts/list.py`
44
45	---
46
47	## Conversation Memory
48
49	Track the last assistant used within the conversation:
50	- When a user creates or first uses an assistant, remember its name
51	- If user says "my assistant", "it", or "the assistant" → use the last one
52	- Briefly confirm which assistant you're using: "Asking docs-bot..."
53	- If ambiguous and multiple exist → ask the user to clarify
54
55	---
56
57	## Multi-Step Requests
58
59	Handle chained requests naturally. Example:
60
61	> "Create an assistant called docs-bot, upload my ./docs folder, and ask what the main features are"
62
63	1. `uv run scripts/create.py --name docs-bot`
64	2. `uv run scripts/upload.py --assistant docs-bot --source ./docs`
65	3. `uv run scripts/chat.py --assistant docs-bot --message "what are the main features?"`
66
67	---
68
69	## Prerequisites
70
71	- `PINECONE_API_KEY` must be available — terminal: `export PINECONE_API_KEY="your-key"`, or add to a `.env` file and run scripts with `uv run --env-file .env scripts/...`
72	- `uv` must be installed — [install uv](https://docs.astral.sh/uv/getting-started/installation/)
73	- Get a free API key at: https://app.pinecone.io/?sessionType=signup

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6 picks

Type