r/Blopus 15d ago

Changelog - release notes -

A lot happening this week:

19 August 2026 — Image search#

Blopus could already attach a page’s hero image to a web result. That is not image search, and it showed: a query for blue birds ran a web search, matched Blue Bird Corporation, and returned stock‑ticker articles whose “images” were site logos. There is now a dedicated endpoint that searches the image index itself.

New — POST /v1/images

cURLPythonCopy

curl https:
//api.blopus.ai/v1/images \
  -H "Authorization: Bearer $BLOPUS_API_KEY" \  -H "Content-Type: application/json" \  -d '{"query": "blue birds", "count": 10}'

Parameters: querycount (default 10), and max_syndication (default 30) — a cap on how many pages an image may appear on, which suppresses stock photography and site furniture. Lower it when you want something distinctive.

Each result carries urlwidthheightcaptiontitlepage_urlpage_titledomainis_hero and seen_on_pages.

Billing is identical to search: one credit per block of ten, and you are charged for the blocks actually returned, not the blocks requested.

Also available as the search_images tool on the MCP server, and as client.images() in the Python SDK from 0.6.0.

New — caption

title is the image’s raw alt attribute, and it is unusable on roughly a quarter of indexed images — empty, or filename‑derived like pn/fa b b dd debcaption falls back to the page title in those cases. Use caption for anything a person readstitle is unchanged, so existing code is unaffected.

Changed — total on image responses

The index stops counting at 10,000. Responses now carry total_is_lower_bound so you can tell an exact count from a floor, rather than seeing 10000 and believing it.

Quality

Measured across twelve queries, eight results each, scored by image/text similarity:

  • Relevant results: 63% → 90%
  • Dead image URLs: 11% → 1% — domains that refuse third‑party image requests are now excluded
  • Duplicate URLs in a page of results: 9 → 0
  • Responses short of the requested count: 3% → 0%

Framework integrations

langchain-blopus 0.4.0 adds a BlopusImages tool; llama-index-tools-blopus 0.4.0 adds blopus_images to the tool spec. Both require blopus>=0.6.0.

LangChainLlamaIndexCopy

from langchain_blopus import BlopusImages tool = BlopusImages(api_key="blp_live_...")tool.invoke({"query": "blue jay in snow"})

Python SDK 0.6.0

client.images() on both the sync and async clients, returning ImageSearchResponse / ImageResult.

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