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deepseek-search-fetch

❖ Communityv1.0.1

Web & Browser · by JasonSwindle · added

DeepSeek Search & Fetch as a backend for the built-in web_search and web_extract.

Open in Hermes Desktop
hermes plugins install deepseek-search-fetch
Repository ↗Reviewed source @ 21d6653 ↗Documentation ↗

What it adds

Environment variables it needs 1

DEEPSEEK_API_KEY

README

From the reviewed commit 21d6653 ↗; it updates when the author re-pins.

🔍 deepseek-search-fetch — DeepSeek Search & Fetch as a Hermes web provider

tests License: MIT Hermes Agent plugin

Routes Hermes Agent's web_search and web_extract tools through DeepSeek's Search & Fetch APIs. One file, no dependencies, and the invariants that would otherwise fail silently are pinned by the tests in tests/.

  • Search — POST /v1/tools/search → ranked hits with title, url, description, position, plus the vendor's quality and freshness signals: rerank_score (0–3; ≥1.5 is high quality), authority (0–4; -1 unknown, ≥3 authoritative) and date (RFC 3339 UTC, or null)
  • Fetch — POST /v1/tools/fetch → Markdown per URL as title + content, with the vendor's punctuation escaping reversed so headings, links and tables arrive as Markdown instead of literal \# / \[
  • Your key, your account — calls go to api.deepseek.com and nowhere else; nothing is proxied, nothing phones home

At a glance
Plugin name deepseek-search-fetch
Registered provider deepseek — the value web.search_backend / web.extract_backend hold
Kind backend — registers one web provider: no tools, no hooks
Dependencies none beyond the standard library and the httpx Hermes already ships
Tests 33 stdlib unit + contract tests, 8 Hypothesis property tests — offline, keyless, unbilled
Licence MIT
Affiliation Community plugin by Jason Swindle. Not affiliated with DeepSeek. DeepSeek is a trademark of its owner; this is an independent client.

Why this exists

Hermes ships several web backends. Its free defaults work until they don't: the managed search route and the anonymous keyless ring are shared, rate-limited, and outside your control — and when a page is blocked or a result set is thin, there is nothing to fall back to.

This plugin adds a keyed, paid, deterministic backend under your own account. You pay DeepSeek per successful call, you get the same provider every time, and if DeepSeek is unreachable or your key is rejected the call is still served — Hermes rescues it one-shot from the free keyless ring. The failure mode of enabling this is billing, not breakage.

What actually changes when you enable it

Before After
web_search managed free Perplexity deepseek
web_extract free keyless ring (exa / parallel / firecrawl, rotating) deepseek
On failure — one-shot rescue back to the free keyless ring
Cost $0 DeepSeek's list price: $0.75 per 1,000 successful calls

With both keys pinned, Hermes' _managed_web_search() returns False — the managed free route is bypassed. Reverting restores the previous routes exactly; nothing else in your config moves.

Install

From the plugin catalog (once the entry is merged — find it with hermes plugins search deepseek):

hermes plugins install deepseek-search-fetch --enable

Straight from this repository (add --ref <40-character sha> to pin a specific reviewed commit):

hermes plugins install JasonSwindle/hermes-deepseek-search-fetch --enable

A git or catalog install lands as a top-level plugin, so it is enabled under the plugin name. A manual clone behaves the same if you clone to ~/.hermes/plugins/deepseek-search-fetch; cloning under plugins/web/ instead means the enable key is web/deepseek-search-fetch.

git clone https://github.com/JasonSwindle/hermes-deepseek-search-fetch \
  ~/.hermes/plugins/deepseek-search-fetch
hermes plugins enable deepseek-search-fetch

Then point the web tools at the provider and supply the key:

hermes config set web.search_backend deepseek
hermes config set web.extract_backend deepseek
export DEEPSEEK_API_KEY=***        # or store it in your Hermes secrets

Requires Hermes Agent and a DeepSeek API key; no extra packages. Changes take effect on the next session — a running session keeps its routing until then. Confirm with hermes plugins list (expect enabled … deepseek-search-fetch) and hermes tools.

To revert:

hermes config unset web.search_backend
hermes config unset web.extract_backend
hermes plugins disable deepseek-search-fetch

How it works

  • Hermes resolves the provider from web.search_backend / web.extract_backend (falling back to web.backend, then its own preference walks). This plugin registers the name deepseek.
  • search() posts {query, count} — plus need_content: true when DEEPSEEK_SEARCH_NEED_CONTENT is set — and maps results[] into Hermes' hit shape, preferring each result's summary and falling back to snippet. Every hit also carries the vendor's rerank_score, authority and date (None when the vendor omits them), so a result set can be filtered before anything is fetched. With the opt-in on, each hit carries the page's content as clean Markdown too.
  • extract() posts {url} one URL per call (the endpoint is single-URL), so multi-URL extracts run sequentially and preserve input order. Each entry carries title, content, raw_content and metadata.sourceURL, with both content fields holding the unescaped Markdown (see below).
  • Failures never raise: a bad call returns an error envelope (or a per-entry error), which is exactly what lets Hermes' rescue logic see it and fall over to the free ring.
  • is_available() is an environment check only — Hermes calls it on every hermes tools paint, so it must never touch the network.

Costs, limits and behaviour

Billing. DeepSeek bills $0.75 per 1,000 successful requests; failed calls, empty results and timeouts are free. At that rate a 50-call research day is about $0.04, and a thousand calls is 75 cents. Rates change — check DeepSeek's pricing page — and check your own usage with GET https://api.deepseek.com/user/balance. No per-call figure of our own is published here: the account this plugin was developed against also carries other traffic, so a balance delta cannot be attributed to these calls.

Limits. Queries are capped at 128 characters by the API (longer → HTTP 400, free). limit is clamped to 1–50. 5 requests/second — a 429 is surfaced as an error rather than retried, and the rescue path covers it. Multi-URL extracts are bounded by Hermes' 120 s per-provider cap.

Behaviour worth knowing.

  • Unpaired surrogate code points in a query or URL are replaced with U+FFFD first: httpx raises while encoding the body otherwise, so the call would die before leaving the process.
  • Fetched Markdown arrives backslash-escaped, and this plugin reverses it. /v1/tools/fetch escapes every ASCII punctuation character in the page text — a page's # Heading comes back as \# Heading, links as \[text\]\(https\:\/\/…\), table pipes as \| — so the text renders as punctuation rather than structure. extract() unescapes backslash-plus-punctuation in both content and raw_content. Both, not one: Hermes prefers raw_content when it derives the model-visible content and when it writes its extract cache, so a half-fix would keep serving escaped text out of the cache. Letter escapes survive untouched (\n, \d+, C:\path), and a page whose own source deliberately escaped punctuation will have that escape removed too — the vendor's escaping is uniform, so no rule can tell the two apart.
  • Empty search results are success with an empty list, not an error.
  • Search returns metadata only unless you ask for content. need_content is a per-request option on the Search API, and this plugin sends it only when DEEPSEEK_SEARCH_NEED_CONTENT is truthy — one search then carries the pages' text, where getting the same text otherwise costs one Fetch call per URL. It is off by default because that text is 2–5 KB per result, and Hermes' own web_search contract is metadata-only ("use web_extract for page content"). When it is on, the search endpoint's content needs no unescaping — that escaping is a fetch-endpoint behaviour.
  • extract() returns a bare list of entries. Parts of the Hermes docs show a {"success": …, "data": […]} envelope instead; the bundled providers return a bare list and the dispatcher consumes it that way, so this matches bundled behaviour deliberately — pinned by a test.
  • A rescued search carries rescued_from / backend_error; a rescued extract does not, because Hermes drops entry metadata during serialization. Judge extract provenance from the log line (Web extract via …).

Security

  • The API key is read through Hermes' provider env helper (get_provider_env), is never logged, and error text is truncated to 300 characters.
  • DEEPSEEK_BASE_URL exists for tests and is validated: only https://api.deepseek.com (https) or a loopback host (127.0.0.1, localhost, ::1) is accepted. Another host, plaintext to the real host, link-local addresses, userinfo tricks, suffix lookalikes and non-http(s) schemes are refused with a warning, and the default endpoint is used instead. A freely redirectable base URL would hand the bearer key to whoever set the variable, so there is deliberately no escape hatch — anyone who can set one variable can set two.
  • No file I/O, no subprocesses, no dynamic imports, no telemetry. Two outbound endpoints, both on api.deepseek.com.
  • Like every Hermes web provider it runs inside the plugin host with the agent's environment. Treat installing any plugin as running code with your credentials.

FAQ

Is this official or affiliated with DeepSeek? No. It is an independent client of DeepSeek's public API, published as a community plugin.

Will enabling this break my free searches? It changes the default, not the fallback: the free routes stop being used first, but a failed DeepSeek call is rescued one-shot by the free keyless ring. The real trade is paying per call.

What if my key expires or is revoked? DeepSeek returns HTTP 401/403, which the plugin surfaces as an error and the dispatcher rescues from the ring. If the key is missing, is_available() is False and Hermes routes to a different provider instead.

Does it send anything anywhere else? No. Requests go to api.deepseek.com only — no analytics, no telemetry, no update check. The plugin cannot move its own code, by design.

Why is a query over 128 characters rejected? That is DeepSeek's API limit. The plugin passes it through and returns the 400 verbatim (free of charge) rather than silently truncating your query.

Can I use the API without Hermes? Yes — the endpoints are plain HTTP with a bearer key, and this provider is a thin wrapper. See the API docs linked at the top.

Does it work on Windows and macOS? There are no platform-specific imports, and CI exercises the suite on Linux, macOS and Windows (Python 3.11 and 3.14) on every push — so portability is checked rather than assumed.

How do I run the tests? See Tests — they need no key, no network and no Hermes install.

Tune it

What Where Notes
Endpoint DEEPSEEK_BASE_URL Tests only; validated as described above.
Page content on search results DEEPSEEK_SEARCH_NEED_CONTENT Off by default. Set to 1 (or true/yes/on) to send need_content: true — every hit then carries its page text as clean Markdown. Costs 2–5 KB per result in the tool result and the context window.
Result cap _SEARCH_LIMIT_CAP in __init__.py 50 — DeepSeek's own maximum.
Timeout _TIMEOUT in __init__.py 30.0 s per HTTP call.
Provider name provides_web_providers in plugin.yaml deepseek; changing it changes what your config must say.

Tests

Offline, keyless and unbilled: a loopback mock server stands in for the vendor, and a small stub lets the plugin import without a Hermes install, so the suite runs anywhere.

# Zero-dependency tier (stdlib unittest only) — 34 tests (33 + a skip placeholder)
python -m unittest discover -s tests

# Full tier, adding Hypothesis property tests — 41 tests
uv venv .venv-dev
uv pip install --python .venv-dev/bin/python -r requirements-dev.txt
.venv-dev/bin/python -m unittest discover -s tests

The property tier generates arbitrary Unicode — including unpaired surrogates, which Hypothesis' default st.text() alphabet deliberately excludes — and asserts the invariant that made it necessary: whatever a caller passes, a UTF-8-encodable value reaches the wire. Point DEEPSEEK_PLUGIN_PATH at another copy of the plugin to test that copy; the falsification procedure and the invariants that must not break live in AGENTS.md.

Keywords

hermes-agent, hermes-plugin, deepseek, deepseek-api, web-search, web-extract, search-api, fetch-api, provider-plugin, agent-tools, llm-tools, rag, python

License

MIT — see LICENSE.

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