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* 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>
67 lines
2.2 KiB
Markdown
67 lines
2.2 KiB
Markdown
---
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title: Concepts
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weight: 8
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# If the index.md file is empty, the link to the section will be hidden from the sidebar
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partition: qdrant
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---
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# Concepts
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Think of these concepts as a glossary. Each of these concepts include a link to
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detailed information, usually with examples. If you're new to AI, these concepts
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can help you learn more about AI and the Qdrant approach.
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## Collections
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[Collections](/documentation/concepts/collections/) define a named set of points that you can use for your search.
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## Payload
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A [Payload](/documentation/concepts/payload/) describes information that you can store with vectors.
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## Points
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[Points](/documentation/concepts/points/) are a record which consists of a vector and an optional payload.
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## Search
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[Search](/documentation/concepts/search/) describes _similarity search_, which set up related objects close to each other in vector space.
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## Search Relevance
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[Search Relevance](/documentation/concepts/search-relevance/) describes techniques to improve the ranking of search results by considering factors beyond vector similarity scores.
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## Explore
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[Explore](/documentation/concepts/explore/) includes several APIs for exploring data in your collections.
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## Hybrid Queries
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[Hybrid Queries](/documentation/concepts/hybrid-queries/) combines multiple queries or performs them in more than one stage.
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## Filtering
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[Filtering](/documentation/concepts/filtering/) defines various database-style clauses, conditions, and more.
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## Inference
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[Inference](/documentation/concepts/inference/) is the process of generating vectors (embeddings) from text or an image.
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## Optimizer
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[Optimizer](/documentation/concepts/optimizer/) describes options to rebuild
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database structures for faster search. They include a vacuum, a merge, and an
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indexing optimizer.
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## Storage
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[Storage](/documentation/concepts/storage/) describes the configuration of storage in segments, which include indexes and an ID mapper.
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## Indexing
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[Indexing](/documentation/concepts/indexing/) lists and describes available indexes. They include payload, vector, sparse vector, and a filterable index.
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## Snapshots
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[Snapshots](/documentation/concepts/snapshots/) describe the backup/restore process (and more) for each node at specific times.
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