Manticore Search

Easy to use open source fast database for search

[Manticore Search @manticoresearch]

Better search without replacing MariaDB: https://t.co/LvFaobnxLu uses Manticore Search across ~145,000 records, with daily indexing, flexible queries and suggestions as visitors type. Here’s how its .NET setup works:
https://t.co/WL6ZLXJEim

[Manticore Search @manticoresearch]

Bookbot uses Manticore Search to match newly available books against 3.5 million saved searches. Its Watchdog alerts account for roughly 10% of revenue, according to Bookbot. Here’s how it works:
https://t.co/VW7USYJo9T

[Manticore Search @manticoresearch]

Vector search missing answers in long documents?

Manticore Search can now split text into chunks and embed each one automatically. Search every chunk, get one result per document.

https://t.co/RoeGR1l3lO

[Manticore Search @manticoresearch]

One vector per document is not always enough.

Manticore Search 29.9.0 adds chunked auto-embeddings: split long documents into meaningful chunks, store multiple vectors per document, and find relevant passages even deep inside the text.

https://t.co/w6d9q3zGDb

[Manticore Search @manticoresearch]

Manticore Search 29.9.0 is out 🚀

Long documents no longer have to fit into one embedding: split them into chunks, keep multiple vectors per document, and search each chunk independently with KNN.

Also: mmap columnar access by default + lots of fixes.

https://t.co/mavVxOEfV1

[Manticore Search @manticoresearch]

OpenSearch Dashboards + Manticore Search 🤝

Explore Manticore data with Discover, build visualizations, and create interactive dashboards — while Manticore handles search and analytics on the backend.

See how to set it up:
https://t.co/D6EEYafLxm

[Manticore Search @manticoresearch]

Need the latest N items from each group without returning N rows per group?

In Manticore Search 28.6.6, GROUP_CONCAT() can now ORDER BY + LIMIT inside the aggregate: one row per group, total count intact, top IDs sorted.

https://t.co/l77Hnl06N6

[Manticore Search @manticoresearch]

Searching long hashes, message IDs, or email addresses in Manticore Search?

dict='keywords_32k' raises the token limit from 42 bytes to 32 KB, making full-text, prefix, and infix search practical for long machine identifiers.

New guide 👇
https://t.co/c4N5qC7UP7

[Manticore Search @manticoresearch]

How does Serbia's largest classifieds marketplace search 5.6M active ads in ~10 ms?

KupujemProdajem runs Manticore Search at ~150 queries/sec, with real-time updates, replication, custom ranking — and hybrid search next.

Read the case study 👇
https://t.co/nqVALNeYo4

[Manticore Search @manticoresearch]

Full-text search isn't dead.

It's just not enough anymore.

Users don't want 10 blue links or 20 product cards. They want to ask:

"Find me black waterproof running shoes under $120 and tell me which are best for daily use."

We built Conversational Search in Manticore to do exactly that.

And benchmarked it. 👇

https://t.co/Lo56SjJ31X

[Manticore Search @manticoresearch]

🔐 New interactive Manticore Search course: Authentication! In just 10 minutes learn how to enable auth, bootstrap an admin, manage users & fine-grained permissions, and use HTTP Basic Auth + bearer tokens.
👉️️️️️️ https://t.co/7pV1Z2eIKo

[Manticore Search @manticoresearch]

🚀 The latest Manticore Search features are now available across all our official clients:
🔐HTTP Basic & Bearer authentication
💬 Conversational search
🔎 Hybrid search
🆔 UUID document IDs
📊 New aggregations & facet_filter_mode
https://t.co/bEgN09F665

[Manticore Search @manticoresearch]

UUIDs as document IDs in Manticore Search 🧩
A hands-on guide to table setup, CRUD via SQL and JSON API, batch loading with /bulk, UUID generation and validation, columnar RT tables, and replication.
👇
https://t.co/pH3gPb0rlj

[Manticore Search @manticoresearch]

🚀Cool update in Manticore Search!
Now you can use UUID as document IDs — one single ID for your primary database and Manticore. No more mapping tables!
👉 https://t.co/rp7dmoPGVq

[Manticore Search @manticoresearch]

@liadreaamy 81

[Manticore Search @manticoresearch]

🚀 Manticore Search 28.6.6 is out.

• UUID document IDs for RT tables
• Ordered, limited GROUP_CONCAT()
• 16 fixes across backups, replication, query handling, SQL compatibility, and secondary indexes

👉 https://t.co/9BQH4tEqHX

[Manticore Search @manticoresearch]

🚀 New in Manticore Search: Faceted search without the manual filter pain!
Tired of rebuilding nearly identical queries for every facet once users apply filters?
facet_filter_mode (strict / auto / max) now handles selected, available & unavailable options right in the API. Perfect for e-commerce filter panels 👉 https://t.co/u7h1hCGm9D

[Manticore Search @manticoresearch]

🚀 Install Manticore Search with just ONE command!

curl https://t.co/z2gjQRaiI7 | sh
No more manual package-manager steps — get a running instance in seconds on Linux & macOS.

Read more 👉 https://t.co/ZrLdJS9jxh

[Manticore Search @manticoresearch]

@meilisearch We tested the comparison against current Manticore Search and Meilisearch releases. Several claims about Manticore are outdated; our response has the commands, outputs, and benchmark results:
https://t.co/u5Vy1OjtXl

[Manticore Search @manticoresearch]

The article includes:

- runnable setup and query examples
- filtering, sorting, and faceting differences
- vector and hybrid-search examples
- relevance benchmark results
- corrected SDK/integration details

Read it here:
https://t.co/u5Vy1OjtXl

[Manticore Search @manticoresearch]

Meilisearch recently published a comparison of Meilisearch and Manticore Search. We tested the claims against current releases, reran the examples, and found several details that are outdated.

Read our response:
https://t.co/u5Vy1OjtXl