Abdon Pijpelink and Claude Sonnet 4.6
478b96554f
Restructure inference docs ( #2225 )
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* Break Inference page into several pages
* Make all inference code snippets testable and clean up
* Make more snippets testable
* Edits
* Document automatic query and passage prefix injection in Cloud Inference
Qdrant Cloud Inference silently applies model-specific prefixes (e.g.
"query: "/"passage: " for E5, BGE-style instruction prefix for BGE/mxbai/
Snowflake arctic-embed) so users don't need to manage them manually.
Add a section explaining this behavior, the idempotency guarantee, and
the scope (Qdrant-hosted models only; external providers handle their own).
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
* Document short query optimization in Cloud Inference
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
* Update links
* Expand on external provider API key usage
* Add section about external provider API keys
* Default to header for external API keys
---------
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-06-24 08:11:03 +02:00
Mohamed Arbi and Abdon Pijpelink
c0db45ed8f
Fix Docs : minor grammar fixes ( #2218 )
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* 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 and xzfc
bcc3c7206b
Generate multiple code snippets from a single source file ( #2146 )
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* 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
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Co-authored-by: xzfc <xzfcpw@gmail.com >
2026-02-23 10:09:56 +01:00
xzfc
178a9bae72
Regenerate snippet .md files
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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)
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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
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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
Anush008
71ec1b2841
docs: C# snippets
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Signed-off-by: Anush008 <anushshetty90@gmail.com >
2025-11-14 17:42:18 +05:30
Anush008
651b209c20
docs: Java snippets
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Signed-off-by: Anush008 <anushshetty90@gmail.com >
2025-11-14 16:13:15 +05:30
Anush008
25cde63d21
docs: Go snippets
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Signed-off-by: Anush008 <anushshetty90@gmail.com >
2025-11-14 14:04:54 +05:30
Anush
5567924e97
docs: Added more snippets to the hybrid search with cloud inference tutorial ( #1953 )
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* docs: More snippets
Signed-off-by: Anush008 <anushshetty90@gmail.com >
* docs: Review update
Signed-off-by: Anush008 <anushshetty90@gmail.com >
---------
Signed-off-by: Anush008 <anushshetty90@gmail.com >
2025-10-21 18:35:04 +05:30
5eff7dfc24
Cloud inference example ( #1768 )
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* Cloud inference example
* Cloud inference example
* update URL
* Update qdrant-landing/content/documentation/examples/cloud-inference-hybrid-search.md
Co-authored-by: Bastian Hofmann <mail@bastianhofmann.de >
* Update qdrant-landing/content/documentation/examples/cloud-inference-hybrid-search.md
Co-authored-by: Bastian Hofmann <mail@bastianhofmann.de >
* Update qdrant-landing/content/documentation/examples/cloud-inference-hybrid-search.md
Co-authored-by: Bastian Hofmann <mail@bastianhofmann.de >
* Update qdrant-landing/content/documentation/examples/cloud-inference-hybrid-search.md
Co-authored-by: Bastian Hofmann <mail@bastianhofmann.de >
* Update qdrant-landing/content/documentation/examples/cloud-inference-hybrid-search.md
Co-authored-by: Bastian Hofmann <mail@bastianhofmann.de >
* Update qdrant-landing/content/documentation/examples/cloud-inference-hybrid-search.md
Co-authored-by: Bastian Hofmann <mail@bastianhofmann.de >
* Update qdrant-landing/content/documentation/examples/cloud-inference-hybrid-search.md
Co-authored-by: Bastian Hofmann <mail@bastianhofmann.de >
* Update qdrant-landing/content/documentation/examples/cloud-inference-hybrid-search.md
Co-authored-by: Bastian Hofmann <mail@bastianhofmann.de >
* Update qdrant-landing/content/documentation/examples/cloud-inference-hybrid-search.md
Co-authored-by: Bastian Hofmann <mail@bastianhofmann.de >
* Move cloud inference tutorial
* move below support
* rename folder
* update cloud example
* update cloud example
* update cloud example
* update cloud example
* update cloud example
* update cloud example
* update cloud example
* update cloud example
* Link inference docs
* Link inference docs
* Create collection snippet
* Create snippets
* Create snippets
* Create snippets
* Create snippets
* Create snippets
* Create snippets
* Create snippets
* Create snippets
* Update qdrant-landing/content/documentation/headless/snippets/cloud-inference/vector-search/upload-data/python.md
Co-authored-by: Kacper Łukawski <kacperlukawski@users.noreply.github.com >
* Update qdrant-landing/content/documentation/tutorials-and-examples/cloud-inference-hybrid-search.md
Co-authored-by: Kacper Łukawski <kacperlukawski@users.noreply.github.com >
* Update qdrant-landing/content/documentation/tutorials-and-examples/_index.md
Co-authored-by: Kacper Łukawski <kacperlukawski@users.noreply.github.com >
* Update qdrant-landing/content/documentation/headless/snippets/cloud-inference/vector-search/upload-data/python.md
Co-authored-by: Kacper Łukawski <kacperlukawski@users.noreply.github.com >
* Update qdrant-landing/content/documentation/tutorials-and-examples/cloud-inference-hybrid-search.md
Co-authored-by: Kacper Łukawski <kacperlukawski@users.noreply.github.com >
* Update qdrant-landing/content/documentation/headless/snippets/cloud-inference/vector-search/run-vector-search/python.md
Co-authored-by: Kacper Łukawski <kacperlukawski@users.noreply.github.com >
* Update qdrant-landing/content/documentation/tutorials-and-examples/cloud-inference-hybrid-search.md
Co-authored-by: Kacper Łukawski <kacperlukawski@users.noreply.github.com >
* Update qdrant-landing/content/documentation/headless/snippets/cloud-inference/vector-search/initialize-client/_description.md
Co-authored-by: Kacper Łukawski <kacperlukawski@users.noreply.github.com >
* Update qdrant-landing/content/documentation/headless/snippets/cloud-inference/vector-search/run-vector-search/_description.md
Co-authored-by: Kacper Łukawski <kacperlukawski@users.noreply.github.com >
* Update qdrant-landing/content/documentation/headless/snippets/cloud-inference/vector-search/create-sample-query/python.md
Co-authored-by: Kacper Łukawski <kacperlukawski@users.noreply.github.com >
* Update qdrant-landing/content/documentation/headless/snippets/cloud-inference/vector-search/create-collection/python.md
Co-authored-by: Kacper Łukawski <kacperlukawski@users.noreply.github.com >
* Update qdrant-landing/content/documentation/tutorials-and-examples/cloud-inference-hybrid-search.md
---------
Co-authored-by: Bastian Hofmann <mail@bastianhofmann.de >
Co-authored-by: Kacper Łukawski <kacperlukawski@users.noreply.github.com >
2025-07-15 14:08:37 +03:00
Bastian Hofmann
efa37e545b
Small typo, grammar and style fixes
2025-07-15 11:55:48 +02:00
generall
6ae287b12b
add image examples and update docs
2025-07-15 02:10:35 +02:00
generall
305e6969d7
update snippets and descpription
2025-07-15 00:53:26 +02:00
Bastian Hofmann
6cac0e2e79
Extract code examples into snippets
2025-07-14 16:56:53 +02:00
