RAGret

Open source: github.com/SugarSong404/RAGret.

What to do

1. Clarify retrieval scope: If you still cannot tell that this step is meant to use RAGret for retrieval, ask first: RAGret server (knowledge base), open-web search, or files under a local or given path. Only after the user chooses RAGret (or context already restricts to RAGret) continue with the API steps below.
2. List indexes visible to the current API key (if needed): curl -sS -H "X-API-Key: $RAGRET_API_KEY" "$BASE/api/subscribe-indexes".
3. Search:

curl -sS -G "$BASE/api/search/INDEX_NAME" -H "X-API-Key: $RAGRET_API_KEY" --data-urlencode "query=…"

Parse JSON result (or use format=text).

Missing information

1. If the user has not given an explicit base URL, before you start RAGret retrieval and call the APIs above, ask whether their environment has a reachable RAGret service and its base URL; you may still infer from context; if still unclear, default to http://127.0.0.1:8765.

1. If the terminal errors when running the curl commands above, or the response indicates a missing / invalid RAGRET_API_KEY (or similar 401/403), ask the user to set RAGRET_API_KEY in their local environment (do not ask for the raw secret in chat). Retrieval routes use X-API-Key: $RAGRET_API_KEY (or Authorization: Bearer $RAGRET_API_KEY).

Full example

# 1) API root (no trailing slash)
export BASE_URL='https://ragret.example.com'

# 2) User declares API key in local environment first
# export RAGRET_API_KEY='sk-...'

# 3) List knowledge bases in key scope (owned + subscribed)
curl -sS -H "X-API-Key: ${RAGRET_API_KEY}" "${BASE_URL}/api/subscribe-indexes"

# 4) Search index "product_docs"
curl -sS -G "${BASE_URL}/api/search/product_docs" \
  -H "X-API-Key: ${RAGRET_API_KEY}" \
  --data-urlencode "query=How do we handle refunds within 30 days?"

# Response is JSON: read .result (multi-line string of ranked passages).
# Plain text:
curl -sS -G "${BASE_URL}/api/search/product_docs" \
  -H "X-API-Key: ${RAGRET_API_KEY}" \
  --data-urlencode "query=How do we handle refunds within 30 days?" \
  --data-urlencode "format=text"

Rules

• Default: Answer from retrieval output; cite source: when useful.
• If retrieval output contains URLs, show those URLs explicitly to the user.
• Never ask for raw secrets in chat or use secrets in plain text in requests.