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Layers / Data / RAG / Retrieval and search / deep-searcher
NOINDEX

This page holds no documented attribute, no price and no cited stack edges; anything the vendor added is marked and does not count. So it is excluded from search engines until it holds something. Thin pages get penalised at scale, and a page that says nothing should not be indexed as though it did.

A link to a public page that states what it is, costs or runs on is what fills it. Send one.

deep-searcher

UNCLAIMED

By zilliztech

RETRIEVAL AND SEARCH

deep-searcher — Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python. Listed under Retrieval and search in the Data / RAG layer. None of the 7 comparison attributes for its category are recorded yet.

Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.

4 OF 4 SIGNALS HELD

Websitezilliztech/deep-searcher

What it runs on, and what runs on it

0 cited edges
The differentiator

Computed from the stack graph, both directions. Every cited edge links the page it was read from; a vendor-added one links the vendor’s own source — this is the reason to be here rather than on the vendor’s own site.

No edges on record for deep-searcher.

Nothing in the directory documents depending on it, and its own docs do not name what it runs on. An edge is only stored when a source states it.

Submit a documented integration →

From zilliztech? No claim is needed for this: a link to your docs that names what deep-searcher runs on is enough.

Open-source signals

LICENCE
Apache-2.0
2026-09-12JSON
DOWNLOADS 30D
not measured
LAST COMMIT
2025-11-19
2026-09-12JSON

A HOLLOW RING IS UNMEASURED, NOT ZERO · WE DO NOT SUBSTITUTE A PARENT COMPANY’S REPOSITORY FOR A PRODUCT THAT HAS NONE

Price

We hold no price for this product.

This is open-source software: you can run it yourself and the licence costs nothing. If the project also sells a hosted service, we do not yet hold the page it prices it on. If that changes — or if you publish /.well-known/pricing.json — it appears here with a capture date.

How we read prices →

What its categories ask

0 answered · 7 unanswered

7 questions declared by Retrieval and search. Most rows across the directory read like these.

ATTRIBUTEANSWEREVIDENCE · SOURCE
Connectorsno answer on record
Deploymentno answer on record
Hybrid searchno answer on record
Licenceno answer on record
Open sourceno answer on record
Public APIno answer on record
Rerankingno answer on record

A ROW WITH NO ANSWER IS NOT A ROW WITH A “NO” · A VENDOR MAY ANSWER A BLANK ONE, MARKED VENDOR CLAIMED WITH ITS SOURCE · A DOCUMENTED VALUE IS DISPUTED, NOT OVERWRITTEN, AND STAYS VISIBLE WHILE WE RE-READ THE SOURCE

Practitioner reviews

Nobody has written one yet.

A review here is structured, not a star: hardware, scale band, what broke in production, and whether you would choose it again.

NO PERCENTAGE IS SHOWN UNDER FIVE REVIEWS · NO STAR RATINGS, EVER

More from zilliztech

2 other products from zilliztech. Listed under the same organisation record — see the company page.

attuThe Best GUI for MilvusData / RAGclaude-contextCode search MCP for Claude Code. Make entire codebase the context for any coding agentData / RAG

Also in this category

52 products in Retrieval and search. Comparison defaults to within the category — pairing this with a GPU cloud would produce a page that means nothing.

QdrantUSED BY 22COMPARE →
ChromaUSED BY 17COMPARE →
LanceDBUSED BY 14COMPARE →
OpenSearchUSED BY 12COMPARE →
ElasticsearchUSED BY 11COMPARE →
Voyage AIUSED BY 8COMPARE →
Jina AIUSED BY 1COMPARE →
MarqoUSED BY 1COMPARE →

USED BY = LISTED PRODUCTS DEPENDING ON IT, IN THIS DIRECTORY

Frequently asked

Is deep-searcher open source?
Yes — it is listed as open source, and its repository is the source for the activity figures on this page rather than anything the project says about itself.
What does a blank mean on the deep-searcher page?
That nobody has told us, not that the answer is no. A hollow ring is "no answer on record", which is a different state from a recorded no — and the two look different on purpose. A blank is an absence of evidence, and this page shows how many of its questions are in that state rather than quietly leaving them out.
Where do the deep-searcher figures come from?
Each one is read from a public page — usually the vendor's own documentation or pricing page — and carries a link to it with the date it was read. Nothing here is estimated, averaged across sources, or inferred from a similar product. If a figure cannot be traced to a page, it is not published.
Can deep-searcher change what this page says?
They can claim the listing and supply or correct values, which are then labelled as theirs. They cannot remove the page, hide a comparison they are losing, or change a figure somebody else recorded with a source. Nothing on the page is for sale. How the site is paid for is set out under money and independence at /our-data#sec5.
Something here is wrong — how do I fix it?
Dispute the value. Every figure links to the page it was read from, so a dispute names the value and gives a source that contradicts it. That is the only lever anyone has over this page, and it is the same lever for the vendor, a competitor and a reader.
Is this listing run by zilliztech?
No. It is built from public sources, and no value on it came from the company. Its website is on shared hosting, so an email address cannot prove who owns it and there is no claim by address. A correction with a source can be sent instead. A claim lets the company write the tagline, description and logo, and answer blank questions or add dependencies, each marked as theirs with a source. Prices, licence and OSS figures stay as the directory read them, category changes only through our review, and each can be disputed with a source.

Cite this page

A model that quotes us should quote us correctly. The reading and its date sit inside the citation rather than beside it, because a quotation carrying only a URL goes wrong the week the URL changes.

infratoapp, “deep-searcher — Retrieval and search”. https://www.infratoapp.com/products/deep-searcher

What deep-searcher can and cannot change here

Claiming zilliztech lets its admins and editors change the tagline, description, logo, docs link and deployment model of every product that org owns — live, labelled as theirs, and logged. Answers to blank questions and dependencies go live too, marked as the owner’s and sourced; a documented answer cannot be overwritten. Everything else on this page is a stated fact with a dispute route: price, licence and OSS figures. Those columns are ungranted at the database level, so they are not a feature we withheld — they are a write that cannot happen. Name, category, website, pricing page and package names can be changed by the owner only through our review. A dispute never deletes a value; it marks it and publishes the correction.

zilliztech’s website is on shared hosting, so an email address cannot prove who owns it and there is no claim by address. If you maintain it, send a correction with a source.

Maintain zilliztech? Ask us to verify you.