Abdon Pijpelink
434a451c2b
Update Hybrid Search with Reranking tutorial ( #2274 )
...
* Update for Cloud Inference and data ingestion
* Fix link
* Review feedback
* Make code snippets testable
* Add C# code snippets
* Add Go code snippets
* Add Java code snippets
* Add Rust code snippets
* Add TS code snippets
* Move CSV streaming/parsing to separate function
2026-04-22 11:03:05 +02:00
Derrick Mwiti and Abdon Pijpelink
dc564bbab0
Time based sharding tutorial ( #1805 )
...
* add snippets
* add snippets
* add snippets
* add snippets descriptions
* Initial commit
* Updated tutorial
* Expand on shard_number
* Add sentence about optimal batch size
* Show how to query multiple shards
* Small edits
* Fixes
* Add to landing page; adjust weight
* Clean up code snippets
* Don't set shard_key in code snippet
* Review feedback
* Update links to moved pages
* Add C# code snippets
* Add Go code snippets
* Add Java code snippets
* Add Rust code snippets
* Add TS code snippets
* Add note about changing collection settings
* Move CSV parsing to separate function
* Trigger Build
* Remove unused dependency
---------
Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com >
2026-04-16 22:19:08 +02:00
Abdon Pijpelink
5705d7e2a2
Fix HTTP code snippets ( #2231 )
2026-04-07 11:35:51 +02:00
Abdon Pijpelink
0c49e9d0ef
Docs for prevent_unoptimized ( #2237 )
2026-03-27 17:36:43 +01:00
Mohamed Arbi and Abdon Pijpelink
c0db45ed8f
Fix Docs : minor grammar fixes ( #2218 )
...
* fix(docs): fix typos and some links in documentation
* fix(docs): correct typo in filtering.md
* Update qdrant-landing/content/documentation/headless/snippets/inference/jinaai-upsert/generated/typescript.md
Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com >
* Update qdrant-landing/content/documentation/headless/snippets/inference/multiple/generated/typescript.md
Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com >
* Update qdrant-landing/content/documentation/hybrid-cloud/configure-scale-upgrade.md
Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com >
* Update qdrant-landing/content/documentation/cloud-api.md
Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com >
---------
Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com >
2026-03-26 17:23:36 +01:00
Abdon Pijpelink
0847942a99
Fix unindexed filtering retrieve docs ( #2217 )
...
* Change 2nd snippet to use update collection instead of create
* Fix broken link
2026-03-25 11:23:43 +01:00
Abdon Pijpelink
e9a691a15a
Add guide about optimizing FastEmbed throughput ( #2195 )
...
* Add guide about optimizing FastEmbed throughput
* Update weights
* Review feedback
2026-03-23 16:53:06 +01:00
Abdon Pijpelink and xzfc
ea0de4c12e
Edge v0.6 docs ( #2199 )
...
* Initial Rust snippets
* Update content for Rust
* Upgrade Rust to 1.94.0; test Edge code snippets against dev
* Temporarily test against Edge shim crate
* Move to EdgeShardConfig and EdgeVectorParams
* Add docs for payload indexing, filtering, facet(), and optimize()
* De-emphasize on-device use case
* Update link to Rust examples on Github
* Flattened API
* Switch to new/create and load to initialize shards
* Fixups for released packages
* Mention recover_partial_snapshot on method list
* Link to Github dev branch for examples
---------
Co-authored-by: xzfc <xzfcpw@gmail.com >
2026-03-23 15:10:51 +01:00
Abdon Pijpelink
662e9aeaa3
Model migration tutorial: use insert-only update mode and Cloud Inference ( #2168 )
...
* Switch to insert-only mode instead of conditional upserts
* Make code snippets testable; use Cloud Inference
* Use regular upserts instead of batch_update_points
* Add snippets for TS, Rust, Java, C#, and Go
2026-03-04 14:19:10 +01:00
Abdon Pijpelink
96e837001a
Test Edge code snippets ( #2179 )
...
* Add Edge and FastEmbed as Python dependencies
* Make Edge code snippets testable
2026-03-02 14:27:56 +01:00
Abdon Pijpelink and xzfc
bcc3c7206b
Generate multiple code snippets from a single source file ( #2146 )
...
* Support generating multiple snippets from one source file
* Convert Python code snippets from one source file
* Add code snippets for C#, Go, Java, Rust and TS
* Make intro less Python-oriented
* Add client installation instructions for all languages
* Cleanup python code
---------
Co-authored-by: xzfc <xzfcpw@gmail.com >
2026-02-23 10:09:56 +01:00
378837432e
Publish docs for version 1.17 ( #2137 )
...
* Cluster Telemetry docs (#2068 )
* mention cluster telemetry
* small reword
* Docs for read_fan_out_delay_ms
* Add warning against setting threshold too low
* Small docs change for inference API keys
* Trigger Build
* Add guide with tips for low latency search (#2136 )
* Update frontmatter weights
* Add 'Tips for Low-Latency Search' guide
* Review feedback
* Temporarily bump Rust client to v1-17-upgrade branch
* Docs for audit logging (#2141 )
* Docs for audit logging
* Consistent title casing
* Review feedback
* Docs for optimization monitoring (#2121 )
* Docs for optimization monitoring
* Review feedback
* Optimization monitoring is cluster-wide now
* Upgrade code snippet checker to 1.17
* Fix broken Python snippets
* Relevance Feedback docs (#2060 )
* add relevance feedback in Explore page
* Review
* Trigger Build
* Trigger Build
* Create new 'Search Relevance' concept page
* Tweaks
* Update links to moved content
* add rust snippet
* TS anippets
* Clarification about using point IDs
* Add links
* Restructure paragraphs
* docs: Go snippet
Signed-off-by: Anush008 <mail@anush.sh >
* docs: Missed Java snippets with C#
Signed-off-by: Anush008 <mail@anush.sh >
* new: add python snippets
* Make Java and Rust snippets testable
* Remove unnecessary styling
---------
Signed-off-by: Anush008 <mail@anush.sh >
Co-authored-by: Evgeniya Sukhodolskaya <suxodolskaya97@gmail.com >
Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com >
Co-authored-by: Ivan Pleshkov <pleshkov.ivan@gmail.com >
Co-authored-by: Anush008 <mail@anush.sh >
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech >
* Docs for enable_hnsw (#2080 )
* Move 'Filterable HNSW Index' section under 'Vector Index'
* Add docs for enable_hnsw
* docs: Go snippets
Signed-off-by: Anush008 <mail@anush.sh >
* docs: Java snippets
Signed-off-by: Anush008 <mail@anush.sh >
* docs: C# snippets
Signed-off-by: Anush008 <mail@anush.sh >
* Add Rust snippet
* TS snippets
* new: add python snippets
---------
Signed-off-by: Anush008 <mail@anush.sh >
Co-authored-by: Anush008 <mail@anush.sh >
Co-authored-by: timvisee <tim@visee.me >
Co-authored-by: Ivan Pleshkov <pleshkov.ivan@gmail.com >
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech >
* Docs for list shard keys API (#2082 )
* Docs for list shard keys
* docs: Go snippets
Signed-off-by: Anush008 <mail@anush.sh >
* docs: Java snippets
Signed-off-by: Anush008 <mail@anush.sh >
* docs: C# snippets
Signed-off-by: Anush008 <mail@anush.sh >
* Add Rust snippet
* docs: TS snippets
* new: add python snippets
---------
Signed-off-by: Anush008 <mail@anush.sh >
Co-authored-by: Anush008 <mail@anush.sh >
Co-authored-by: timvisee <tim@visee.me >
Co-authored-by: Ivan Pleshkov <pleshkov.ivan@gmail.com >
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech >
* Docs for update_mode (#2097 )
* Docs for update_mode
* docs: C#, Go, Java snippets
Signed-off-by: Anush008 <mail@anush.sh >
* doc: Remove _ from C# snippet
Signed-off-by: Anush008 <mail@anush.sh >
* Add Rust snippet
* Fix some snippets
* Review feedback
* ts snippets
* new: add python snippets
* fix: add generated python.md
---------
Signed-off-by: Anush008 <mail@anush.sh >
Co-authored-by: Anush008 <mail@anush.sh >
Co-authored-by: timvisee <tim@visee.me >
Co-authored-by: Ivan Pleshkov <pleshkov.ivan@gmail.com >
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech >
* Docs for weighted RRF (#2132 )
* Docs for weighted RRF
* docs: Go, Java, C# snippets
Signed-off-by: Anush008 <mail@anush.sh >
* Add Rust snippet
* Apply suggestions from code review
Co-authored-by: Luis Cossío <luis.cossio@qdrant.com >
* Delete landing_page.sln
* Review feedback
* ts snippets
* new: add python snippets
* Trigger Build
---------
Signed-off-by: Anush008 <mail@anush.sh >
Co-authored-by: Anush008 <mail@anush.sh >
Co-authored-by: timvisee <tim@visee.me >
Co-authored-by: Luis Cossío <luis.cossio@qdrant.com >
Co-authored-by: Ivan Pleshkov <pleshkov.ivan@gmail.com >
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech >
* Clean up Go and Java snippets
* Revert go snippet change; target Go client 1.17.1
* Updated Go snippet
* Trigger Build
* Update Rust lockfile
---------
Signed-off-by: Anush008 <mail@anush.sh >
Co-authored-by: Luis Cossío <luis.cossio@qdrant.com >
Co-authored-by: Daniel Boros <56868953+dancixx@users.noreply.github.com >
Co-authored-by: timvisee <tim@visee.me >
Co-authored-by: Evgeniya Sukhodolskaya <suxodolskaya97@gmail.com >
Co-authored-by: Ivan Pleshkov <pleshkov.ivan@gmail.com >
Co-authored-by: Anush008 <mail@anush.sh >
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech >
2026-02-20 10:42:12 +01:00
Abdon Pijpelink
63337422da
Add Cloud version of the "Build a Semantic Search Engine in 5 Minutes" tutorial ( #2127 )
...
* Add Cloud version of Semantic Search 101 tutorial
* Add Colab notebook
* Make Python snippets testable
* Clean up and add descriptions
* Review feedback
2026-02-11 14:48:33 +01:00
Abdon Pijpelink
df2a7550d8
Fix Java snippets
2026-01-22 12:20:34 +01:00
Abdon Pijpelink
1d103f657a
Fix code snippets
2026-01-22 11:46:54 +01:00
Abdon Pijpelink
21acac2f8d
Add OpenRouter to inference docs
2026-01-22 10:35:34 +01:00
2497c368ed
Add code snippets for the text search guide ( #2056 )
...
* Python snippets
* TS snippets
* Rust snippets
* Java snippets
* C# snippets
* Go snippets
* Generate .md files
* Hide client connection in Rust snippets
* Switch to builder pattern for Rust snippets
* Use Document::new instead of DocumentBuilder::new
* docs: Updated Go snippets
Signed-off-by: Anush008 <mail@anush.sh >
* docs: Updated Java snippets
Signed-off-by: Anush008 <anushshetty90@gmail.com >
* docs: Updated C# snippets
Signed-off-by: Anush008 <anushshetty90@gmail.com >
* docs: Updated BM25 avg_len Java snippet
Signed-off-by: Anush008 <anushshetty90@gmail.com >
* chore: review and format rust snippets
* chore: trigger pr update
* chore: remove qdrant_storage folder
* fix: remove tokio::main
* chore: trigger pr update
* Regenerate .md files
* George's feedback: set bm25 params at ingest-time, change Python client init to use cloud inference explicitly, and mark bm25 options unavailable in FastEmbed
---------
Signed-off-by: Anush008 <mail@anush.sh >
Signed-off-by: Anush008 <anushshetty90@gmail.com >
Co-authored-by: Anush008 <mail@anush.sh >
Co-authored-by: Anush008 <anushshetty90@gmail.com >
Co-authored-by: Daniel Boros <dancixx@gmail.com >
2026-01-16 17:57:08 +05:30
Abdon Pijpelink
7262e72a2b
Fix Go snippet
2026-01-07 14:02:14 +01:00
Abdon Pijpelink
3436f37df4
Fix code snippets in master
2026-01-07 11:33:43 +01:00
myyrakle and myyrakle
0316544a1a
Replace memmap_threshold with indexing_threshold ( #2041 )
...
* Replace memmap_threshold with indexing_threshold
* Update GitHub Stars
* Update GitHub Stars
* Update GitHub Stars
---------
Co-authored-by: myyrakle <16988115+myyrakle@users.noreply.github.com >
2025-12-28 22:38:46 +01:00
Abdon Pijpelink
5bfe66c5f0
Merge pull request #2022 from qdrant/concepts-text-search
...
Docs: text search guide
2025-12-19 11:37:04 +01:00
Abdon Pijpelink
5e5dd636cb
Fix some snippet descriptions
2025-12-17 11:15:42 +01:00
Abdon Pijpelink
fa168d0532
Break out snippets into their own files
2025-12-16 11:02:14 +01:00
Ivan Pleshkov
de10ce3738
remove rust warnings
2025-12-09 15:15:31 +01:00
Ivan Pleshkov
2eae9bd1df
TS snippets
2025-12-09 15:06:49 +01:00
Abdon Pijpelink
7f2e456fad
Convert all code snippets to testable snippets
2025-12-08 18:21:47 +01:00
Abdon Pijpelink
32492ca683
Merge remote-tracking branch 'upstream/master' into inference-mrl
2025-12-08 14:57:24 +01:00
George Panchuk
bf22a584b5
fix: fix rust snippets
2025-12-05 17:30:31 +07:00
George Panchuk
f0c91af02f
new: add python snippets for mrl inference
2025-12-05 17:26:57 +07:00
Anush008
6f07810987
docs: Java, C# snippets
...
Signed-off-by: Anush008 <anushshetty90@gmail.com >
2025-12-05 13:43:35 +05:30
Daniel Boros
81056acdd6
fix: missing client
2025-12-04 12:04:29 +01:00
Daniel Boros
693f76f744
feat: add rust snippets
2025-12-04 12:03:46 +01:00
Anush008
bc3dc0b0b3
docs: Go snippets
...
Signed-off-by: Anush008 <anushshetty90@gmail.com >
2025-12-04 00:04:46 +05:30
Abdon Pijpelink
f34051b212
Rearrange and update example
2025-12-03 08:54:37 +01:00
Abdon Pijpelink
4bf27de7b9
Add MRL to Inference docs
2025-12-02 17:54:11 +01:00
xzfc
178a9bae72
Regenerate snippet .md files
...
Run `./generate-md.py` to update generated markdown files after
semi-manual changes made in the previous commit.
This commit serves as a gist of fixed issues found in snippets.
(it's easier to review 250 lines diff rather than 31k lines diff, isn't it?)
2025-11-28 22:02:34 +00:00
xzfc
74a785218b
Fix type-checking errors in snippets (code only, no .md)
...
This commit both:
- Fixes pre-existing mistakes in snippets, aka wrong code samples.
- Adds hidden (`@hide`) statements that do not appear in the docs,
but satisfy typecheckers.
2025-11-28 22:02:07 +00:00
xzfc
00896acb28
Automated snippet conversion by scripts
...
These changes are purely mechanical to differentiate them from manual
fixes/adjustments made in the next commit.
This results in broken code as some snippets contain errors.
Made in four steps:
1. Run ./migrate-snippet.py that converts `.md` files to code files
and perhaps adds missing lines under `// @hide` comments.
2. Sort Java imports.
3. Remove old `.md` files.
4. Run ./generate.md to produce `*/generated/*.md` files.
2025-11-28 22:00:47 +00:00
xzfc
5e1d85937c
Merge pull request #2006 from qdrant/snippet-tools
...
Automated snippet checking
2025-11-26 16:44:14 +00:00
xzfc
43aab46bba
Migrate some code snippets
...
create-collection/simple
query-points/with-acorn
2025-11-26 06:23:31 +00:00
Abdon Pijpelink
9aef9f22f0
Remove init_from from docs
2025-11-21 10:27:07 +01:00
Abdon Pijpelink
9d9792bb74
Merge pull request #1976 from abdonpijpelink/inference
...
Inference docs
2025-11-17 16:34:33 +01:00
xzfc and Tim Visée
69b90aadce
[1.16] Add ACORN and Inline Storage docs ( #1990 )
...
* Add ACORN doc
* Add Inline Storage doc
* Use consistent version gate marker
* Update
---------
Co-authored-by: Tim Visée <tim@visee.me >
2025-11-17 15:16:51 +01:00
Anush
4bf27cb600
docs: Updated Java imports for 1.16.0 ( #1993 )
...
Signed-off-by: Anush008 <anushshetty90@gmail.com >
2025-11-17 15:06:05 +01:00
902e937a25
Document custom RRF ( #1985 )
...
* make dedicated fusion strategy sections
* docs: Java, Go, C# snippets
Signed-off-by: Anush008 <anushshetty90@gmail.com >
* add formula for rrf
* add rust and python snippets
* Use consistent formatting
---------
Signed-off-by: Anush008 <anushshetty90@gmail.com >
Co-authored-by: Anush008 <anushshetty90@gmail.com >
Co-authored-by: Tim Visée <tim@visee.me >
2025-11-17 15:05:52 +01:00
5ed4822559
[v1.16] Collection metadata docs ( #1986 )
...
* wip: initial docs
* docs: Go snippets
Signed-off-by: Anush008 <anushshetty90@gmail.com >
* docs: Java snippets
Signed-off-by: Anush008 <anushshetty90@gmail.com >
* docs: Removed TODO!
Signed-off-by: Anush008 <anushshetty90@gmail.com >
* docs: C# snippets
Signed-off-by: Anush008 <anushshetty90@gmail.com >
* move collection metadata section into collection info
* fix code fence mismatch in markdown
* Remove empty line
---------
Signed-off-by: Anush008 <anushshetty90@gmail.com >
Co-authored-by: Anush008 <anushshetty90@gmail.com >
Co-authored-by: trean <trean.mi@gmail.com >
Co-authored-by: Tim Visée <tim@visee.me >
2025-11-17 15:02:57 +01:00
Tim Visée
be24d900ef
Merge pull request #1994 from qdrant/tiered-multitenancy
...
[v1.16] tiered multitenancy
2025-11-17 15:01:38 +01:00
Abdon Pijpelink
69a8572be6
Merge pull request #1984 from abdonpijpelink/asciifolding
...
[v1.16.0] Documentation for ASCII folding (and lowercasing)
2025-11-17 14:51:48 +01:00
Abdon Pijpelink
8ae177b950
Merge pull request #1983 from abdonpijpelink/text_any
...
[v1.16.0] text_any filter condition docs
2025-11-17 14:51:24 +01:00
037a574e61
[v1.16] Document properly strict mode ( #1989 )
...
* Document properly strict mode
* add snippet to turn off the strict mode on unindexed filtering
* snippets to disable strict mode
* restructure
* snippets for max_payload_index_count
* sigh
* snippets for max_query_limit
* snippets for max_timeout
* snippets for filter_max_conditions
* snippets for upsert_max_batchsize
* snippets for max_collection_vector_size_bytes
* snippets for rate limiting
* snippets for max_points_count
* snippets for unindexed_filtering_update
* snippets for max_collection_vector_size_bytes
* snippets for condition_max_size
* Update qdrant-landing/content/documentation/guides/administration.md
Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com >
* Update qdrant-landing/content/documentation/guides/administration.md
Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com >
* Update qdrant-landing/content/documentation/guides/administration.md
Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com >
* Update qdrant-landing/content/documentation/guides/administration.md
Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com >
* Update qdrant-landing/content/documentation/guides/administration.md
Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com >
* Update qdrant-landing/content/documentation/guides/administration.md
Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com >
* Update qdrant-landing/content/documentation/guides/administration.md
Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com >
* Update qdrant-landing/content/documentation/guides/administration.md
Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com >
* Update qdrant-landing/content/documentation/guides/administration.md
* Update qdrant-landing/content/documentation/guides/administration.md
---------
Co-authored-by: Tim Visée <tim@visee.me >
Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com >
2025-11-17 14:48:55 +01:00
Abdon Pijpelink