Merge pull request #2212 from qdrant/docs-restructure-2

Restructure Docs - Stage 2
This commit is contained in:
kanungle
2026-03-24 15:35:42 -07:00
committed by GitHub
70 changed files with 154 additions and 102 deletions
@@ -1,7 +1,7 @@
--- ---
title: Data Management title: Data Management
weight: 11 weight: 600
partition: build partition: ecosystem
--- ---
## Data Management Integrations ## Data Management Integrations
@@ -0,0 +1,21 @@
---
title: Data Synchronization
weight: 400
partition: ecosystem
---
# Keeping Your Data in Sync with Qdrant
After migrating to Qdrant, maintaining consistency between Qdrant and your other data stores can be an ongoing operational concern. As records are created, updated, or deleted in your other sources, those changes often need to be reflected in Qdrant to keep search results accurate and fresh.
The guides in this section cover database-specific synchronization patterns for keeping Qdrant aligned with your existing infrastructure.
## Synchronization Strategies
How you sync depends on your source system and write volume:
- **Event-driven sync** — listen for change events (CDC, triggers, or message queues) and upsert or delete points in Qdrant in real time.
- **Batch sync** — periodically re-index records that have changed since the last run, using a timestamp or version field to identify updates.
- **Dual-write** — write to both systems simultaneously in application code, with a background reconciliation job to catch divergence.
Each approach involves trade-offs between latency, complexity, and consistency guarantees. The guides below cover patterns for specific databases.
@@ -1,7 +1,7 @@
--- ---
title: Keeping Postgres in Sync title: With Postgres
weight: 33 weight: 5
partition: build partition: ecosystem
--- ---
# Keeping Postgres and Qdrant in Sync # Keeping Postgres and Qdrant in Sync
@@ -1,7 +1,7 @@
--- ---
title: Practice Datasets title: Practice Datasets
weight: 28 weight: 1500
partition: build partition: ecosystem
--- ---
# Common Datasets in Snapshot Format # Common Datasets in Snapshot Format
@@ -1,9 +1,9 @@
--- ---
#Delimiter files are used to separate the list of documentation pages into sections. #Delimiter files are used to separate the list of documentation pages into sections.
title: "Integration Guides" title: "Ecosystem Guides"
type: delimiter type: delimiter
weight: 20 # Change this weight to change order of sections weight: 1100 # Change this weight to change order of sections
partition: build partition: ecosystem
sitemapExclude: True sitemapExclude: True
_build: _build:
publishResources: false publishResources: false
@@ -2,10 +2,10 @@
#Delimiter files are used to separate the list of documentation pages into sections. #Delimiter files are used to separate the list of documentation pages into sections.
title: "Integrations" title: "Integrations"
type: delimiter type: delimiter
weight: 10 # Change this weight to change order of sections weight: 500 # Change this weight to change order of sections
sitemapExclude: True sitemapExclude: True
_build: _build:
publishResources: false publishResources: false
render: never render: never
partition: build partition: ecosystem
--- ---
@@ -2,10 +2,10 @@
#Delimiter files are used to separate the list of documentation pages into sections. #Delimiter files are used to separate the list of documentation pages into sections.
title: "Migrate to Qdrant" title: "Migrate to Qdrant"
type: delimiter type: delimiter
weight: 30 # Change this weight to change order of sections weight: 100 # Change this weight to change order of sections
sitemapExclude: True sitemapExclude: True
_build: _build:
publishResources: false publishResources: false
render: never render: never
partition: build partition: ecosystem
--- ---
@@ -1,6 +1,6 @@
--- ---
#Delimiter files are used to separate the list of documentation pages into sections. #Delimiter files are used to separate the list of documentation pages into sections.
title: "Ecosystem" title: "Qdrant Tools"
type: delimiter type: delimiter
weight: 300 # Change this weight to change order of sections weight: 300 # Change this weight to change order of sections
sitemapExclude: True sitemapExclude: True
@@ -1,11 +1,13 @@
--- ---
title: Build World-Class Applications title: Explore the Qdrant Ecosystem
slug: build slug: ecosystem
aliases:
- /documentation/build/
breadcrumb: false breadcrumb: false
content: content:
- partial: documentation/banners/banner-c - partial: documentation/banners/banner-c
title: Build World-Class Applications title: Explore the Qdrant Ecosystem
description: Dev-portal Build description: Dev-portal Ecosystem
image: image:
src: /img/dev-portal-build/spanish-ai-app-hero.png src: /img/dev-portal-build/spanish-ai-app-hero.png
alt: Spanish AI app.png alt: Spanish AI app.png
@@ -44,6 +46,6 @@ content:
link: link:
url: /documentation/send-data/ url: /documentation/send-data/
text: Read More text: Read More
partition: build partition: ecosystem
hideInSidebar: true hideInSidebar: true
--- ---
@@ -1,6 +1,6 @@
--- ---
title: "Qdrant Edge" title: "Qdrant Edge"
weight: 315 weight: 225
partition: qdrant partition: qdrant
--- ---
@@ -1,6 +1,7 @@
--- ---
title: "Data Synchronization Patterns" title: "Data Synchronization Patterns"
weight: 20 weight: 20
partition: qdrant
--- ---
# Data Synchronization Patterns # Data Synchronization Patterns
@@ -1,6 +1,7 @@
--- ---
title: "On-Device Embeddings" title: "On-Device Embeddings"
weight: 15 weight: 15
partition: qdrant
--- ---
# On-Device Embeddings with Qdrant Edge and FastEmbed # On-Device Embeddings with Qdrant Edge and FastEmbed
@@ -1,6 +1,7 @@
--- ---
title: "Quickstart" title: "Quickstart"
weight: 10 weight: 10
partition: qdrant
--- ---
# Qdrant Edge Quickstart # Qdrant Edge Quickstart
@@ -1,6 +1,7 @@
--- ---
title: "Synchronize with a Server" title: "Synchronize with a Server"
weight: 30 weight: 30
partition: qdrant
--- ---
# Synchronize Qdrant Edge with a Server # Synchronize Qdrant Edge with a Server
@@ -1,7 +1,7 @@
--- ---
title: Embeddings title: Embeddings
weight: 12 weight: 700
partition: build partition: ecosystem
--- ---
# Supported Embedding Providers & Models # Supported Embedding Providers & Models
@@ -1,6 +1,6 @@
--- ---
title: Building a Chain-of-Thought Medical Chatbot with Qdrant and DSPy title: Building a Chain-of-Thought Medical Chatbot with Qdrant and DSPy
weight: 18 weight: 20
--- ---
# Building a Chain-of-Thought Medical Chatbot with Qdrant and DSPy # Building a Chain-of-Thought Medical Chatbot with Qdrant and DSPy
@@ -1,7 +1,7 @@
--- ---
title: Build Prototypes title: Build Prototypes
weight: 25 weight: 1300
partition: build partition: ecosystem
--- ---
# Build Prototypes # Build Prototypes
@@ -1,6 +1,6 @@
--- ---
title: Aleph Alpha Search title: Aleph Alpha Search
weight: 16 weight: 10
draft: true draft: true
--- ---
@@ -1,6 +1,6 @@
--- ---
title: Implement Cohere RAG connector title: Implement Cohere RAG connector
weight: 24 weight: 35
aliases: aliases:
- /documentation/tutorials/cohere-rag-connector/ - /documentation/tutorials/cohere-rag-connector/
--- ---
@@ -1,6 +1,6 @@
--- ---
title: Chat With Product PDF Manuals Using Hybrid Search title: Chat With Product PDF Manuals Using Hybrid Search
weight: 27 weight: 45
social_preview_image: /blog/hybrid-cloud-llamaindex/hybrid-cloud-llamaindex-tutorial.png social_preview_image: /blog/hybrid-cloud-llamaindex/hybrid-cloud-llamaindex-tutorial.png
aliases: aliases:
- /documentation/tutorials/hybrid-search-llamaindex-jinaai/ - /documentation/tutorials/hybrid-search-llamaindex-jinaai/
@@ -1,6 +1,6 @@
--- ---
title: Multitenancy with LlamaIndex title: Multitenancy with LlamaIndex
weight: 18 weight: 25
aliases: aliases:
- /documentation/tutorials/llama-index-multitenancy/ - /documentation/tutorials/llama-index-multitenancy/
--- ---
@@ -2,7 +2,7 @@
title: "Inference with Mighty" title: "Inference with Mighty"
short_description: "Mighty offers a speedy scalable embedding, a perfect fit for the speedy scalable Qdrant search. Let's combine them!" short_description: "Mighty offers a speedy scalable embedding, a perfect fit for the speedy scalable Qdrant search. Let's combine them!"
description: "We combine Mighty and Qdrant to create a semantic search service in Rust with just a few lines of code." description: "We combine Mighty and Qdrant to create a semantic search service in Rust with just a few lines of code."
weight: 17 weight: 15
author: Andre Bogus author: Andre Bogus
author_link: https://llogiq.github.io author_link: https://llogiq.github.io
date: 2023-06-01T11:24:20+01:00 date: 2023-06-01T11:24:20+01:00
@@ -1,6 +1,6 @@
--- ---
title: RAG System for Employee Onboarding title: RAG System for Employee Onboarding
weight: 30 weight: 55
social_preview_image: /blog/hybrid-cloud-oracle-cloud-infrastructure/hybrid-cloud-oracle-cloud-infrastructure-tutorial.png social_preview_image: /blog/hybrid-cloud-oracle-cloud-infrastructure/hybrid-cloud-oracle-cloud-infrastructure-tutorial.png
aliases: aliases:
- /documentation/tutorials/natural-language-search-oracle-cloud-infrastructure-cohere-langchain/ - /documentation/tutorials/natural-language-search-oracle-cloud-infrastructure-cohere-langchain/
@@ -1,6 +1,6 @@
--- ---
title: Private Chatbot for Interactive Learning title: Private Chatbot for Interactive Learning
weight: 23 weight: 30
social_preview_image: /blog/hybrid-cloud-red-hat-openshift/hybrid-cloud-red-hat-openshift-tutorial.png social_preview_image: /blog/hybrid-cloud-red-hat-openshift/hybrid-cloud-red-hat-openshift-tutorial.png
aliases: aliases:
- /documentation/tutorials/rag-chatbot-red-hat-openshift-haystack/ - /documentation/tutorials/rag-chatbot-red-hat-openshift-haystack/
@@ -1,6 +1,6 @@
--- ---
title: Blog-Reading Chatbot with GPT-4o title: Blog-Reading Chatbot with GPT-4o
weight: 35 weight: 70
social_preview_image: /blog/hybrid-cloud-scaleway/hybrid-cloud-scaleway-tutorial.png social_preview_image: /blog/hybrid-cloud-scaleway/hybrid-cloud-scaleway-tutorial.png
aliases: aliases:
- /documentation/tutorials/rag-chatbot-scaleway/ - /documentation/tutorials/rag-chatbot-scaleway/
@@ -1,6 +1,6 @@
--- ---
title: Private RAG Information Extraction Engine title: Private RAG Information Extraction Engine
weight: 32 weight: 60
social_preview_image: /blog/hybrid-cloud-vultr/hybrid-cloud-vultr-tutorial.png social_preview_image: /blog/hybrid-cloud-vultr/hybrid-cloud-vultr-tutorial.png
aliases: aliases:
- /documentation/tutorials/rag-chatbot-vultr-dspy-ollama/ - /documentation/tutorials/rag-chatbot-vultr-dspy-ollama/
@@ -1,6 +1,6 @@
--- ---
title: Region-Specific Contract Management System title: Region-Specific Contract Management System
weight: 28 weight: 50
social_preview_image: /blog/hybrid-cloud-aleph-alpha/hybrid-cloud-aleph-alpha-tutorial.png social_preview_image: /blog/hybrid-cloud-aleph-alpha/hybrid-cloud-aleph-alpha-tutorial.png
aliases: aliases:
- /documentation/tutorials/rag-contract-management-stackit-aleph-alpha/ - /documentation/tutorials/rag-contract-management-stackit-aleph-alpha/
@@ -1,6 +1,6 @@
--- ---
title: Question-Answering System for AI Customer Support title: Question-Answering System for AI Customer Support
weight: 26 weight: 40
social_preview_image: /blog/hybrid-cloud-airbyte/hybrid-cloud-airbyte-tutorial.png social_preview_image: /blog/hybrid-cloud-airbyte/hybrid-cloud-airbyte-tutorial.png
aliases: aliases:
- /documentation/tutorials/rag-customer-support-cohere-airbyte-aws/ - /documentation/tutorials/rag-customer-support-cohere-airbyte-aws/
@@ -1,6 +1,6 @@
--- ---
title: Movie Recommendation System title: Movie Recommendation System
weight: 34 weight: 65
social_preview_image: /blog/hybrid-cloud-ovhcloud/hybrid-cloud-ovhcloud-tutorial.png social_preview_image: /blog/hybrid-cloud-ovhcloud/hybrid-cloud-ovhcloud-tutorial.png
aliases: aliases:
- /documentation/tutorials/recommendation-system-ovhcloud/ - /documentation/tutorials/recommendation-system-ovhcloud/
@@ -1,7 +1,7 @@
--- ---
title: Frameworks title: Frameworks
weight: 13 weight: 800
partition: build partition: ecosystem
aliases: ["/documentation/frameworks/memgpt/"] aliases: ["/documentation/frameworks/memgpt/"]
--- ---
@@ -1,6 +1,6 @@
--- ---
title: API & SDKs title: API & SDKs
weight: 230 weight: 235
partition: qdrant partition: qdrant
--- ---
@@ -1,8 +1,8 @@
--- ---
title: Migration Tool title: Migration Tool
weight: 31 weight: 200
is_empty: false is_empty: false
partition: build partition: ecosystem
--- ---
# Migrate to Qdrant # Migrate to Qdrant
@@ -1,6 +1,7 @@
--- ---
title: From Chroma title: From Chroma
weight: 60 weight: 40
partition: ecosystem
--- ---
# Migrate from Chroma to Qdrant # Migrate from Chroma to Qdrant
@@ -1,6 +1,7 @@
--- ---
title: From Elasticsearch title: From Elasticsearch
weight: 40 weight: 20
partition: ecosystem
--- ---
# Migrate from Elasticsearch to Qdrant # Migrate from Elasticsearch to Qdrant
@@ -1,6 +1,7 @@
--- ---
title: From Milvus title: From Milvus
weight: 30 weight: 15
partition: ecosystem
--- ---
# Migrate from Milvus to Qdrant # Migrate from Milvus to Qdrant
@@ -1,6 +1,7 @@
--- ---
title: From OpenSearch title: From OpenSearch
weight: 45 weight: 25
partition: ecosystem
--- ---
# Migrate from OpenSearch to Qdrant # Migrate from OpenSearch to Qdrant
@@ -1,6 +1,7 @@
--- ---
title: From pgvector title: From pgvector
weight: 50 weight: 30
partition: ecosystem
--- ---
# Migrate from pgvector to Qdrant # Migrate from pgvector to Qdrant
@@ -1,6 +1,7 @@
--- ---
title: From Pinecone title: From Pinecone
weight: 10 weight: 5
partition: ecosystem
--- ---
# Migrate from Pinecone to Qdrant # Migrate from Pinecone to Qdrant
@@ -1,6 +1,7 @@
--- ---
title: From S3 Vectors title: From S3 Vectors
weight: 55 weight: 35
partition: ecosystem
--- ---
# Migrate from S3 Vectors to Qdrant # Migrate from S3 Vectors to Qdrant
@@ -1,6 +1,7 @@
--- ---
title: From Weaviate title: From Weaviate
weight: 20 weight: 10
partition: ecosystem
--- ---
# Migrate from Weaviate to Qdrant # Migrate from Weaviate to Qdrant
@@ -1,11 +1,13 @@
--- ---
title: Migration Verification title: Migration Guidance
weight: 32 weight: 300
is_empty: false is_empty: false
partition: build partition: ecosystem
aliases:
- /documentation/migration-verification/
--- ---
# Migration Verification Guide # Migration Guidance
Switching databases is often necessary to improve the performance and costs of large software systems. As the size of data continues to grow, navigating this migration can be tricky. While a migration might appear to have been successful, several silent errors may be occurring. Some examples include: data loss, metadata drift, and search quality regressions. These problems can hide behind a successful import. To help mitigate these issues, this guide gives you a structured framework to verify that your migration worked correctly. Switching databases is often necessary to improve the performance and costs of large software systems. As the size of data continues to grow, navigating this migration can be tricky. While a migration might appear to have been successful, several silent errors may be occurring. Some examples include: data loss, metadata drift, and search quality regressions. These problems can hide behind a successful import. To help mitigate these issues, this guide gives you a structured framework to verify that your migration worked correctly.
@@ -1,6 +1,9 @@
--- ---
title: Data Integrity title: Data Integrity
weight: 20 weight: 10
partition: ecosystem
aliases:
- /documentation/migration-verification/data-integrity/
--- ---
# Data Integrity Verification # Data Integrity Verification
@@ -1,6 +1,9 @@
--- ---
title: Diagnosing Discrepancies title: Diagnosing Discrepancies
weight: 40 weight: 20
partition: ecosystem
aliases:
- /documentation/migration-verification/diagnosing-discrepancies/
--- ---
# Diagnosing Discrepancies # Diagnosing Discrepancies
@@ -1,6 +1,9 @@
--- ---
title: Pre-Migration Baseline title: Pre-Migration Baseline
weight: 10 weight: 5
partition: ecosystem
aliases:
- /documentation/migration-verification/pre-migration-baseline/
--- ---
# Pre-Migration Baseline # Pre-Migration Baseline
@@ -1,6 +1,9 @@
--- ---
title: Search Quality title: Search Quality
weight: 30 weight: 15
partition: ecosystem
aliases:
- /documentation/migration-verification/search-quality/
--- ---
# Search Quality Verification # Search Quality Verification
@@ -1,7 +1,7 @@
--- ---
title: Observability title: Observability
weight: 14 weight: 900
partition: build partition: ecosystem
--- ---
## Observability Integrations ## Observability Integrations
@@ -1,6 +1,6 @@
--- ---
title: OpenLIT title: OpenLIT
weight: 3100 weight: 10
aliases: [ ../frameworks/openlit/ ] aliases: [ ../frameworks/openlit/ ]
--- ---
@@ -1,6 +1,6 @@
--- ---
title: OpenLLMetry title: OpenLLMetry
weight: 2300 weight: 5
aliases: [ ../frameworks/openllmetry/ ] aliases: [ ../frameworks/openllmetry/ ]
--- ---
@@ -1,7 +1,7 @@
--- ---
title: Platforms title: Platforms
weight: 15 weight: 1000
partition: build partition: ecosystem
--- ---
## Platform Integrations ## Platform Integrations
@@ -1,9 +1,10 @@
--- ---
title: Search Enhancement title: Search Enhancement
weight: 27 weight: 1400
# If the index.md file `is_empty`, the sidebar will display the first child link as the main entry # If the index.md file `is_empty`, the sidebar will display the first child link as the main entry
is_empty: true is_empty: true
build: build:
render: never render: never
partition: build partition: ecosystem
hideInSidebar: true
--- ---
@@ -1,8 +1,9 @@
--- ---
title: LLM-Powered Filter Automation title: LLM-Powered Filter Automation
weight: 2 weight: 10
alias: alias:
- /documentation/database-tutorials/automate-filtering-with-llms/ - /documentation/database-tutorials/automate-filtering-with-llms/
hideInSidebar: true
--- ---
# LLM-Powered Filter Automation with Qdrant # LLM-Powered Filter Automation with Qdrant
@@ -1,7 +1,8 @@
--- ---
title: Reranking for Better Search title: Reranking for Better Search
weight: 1 weight: 1
partition: build partition: ecosystem
hideInSidebar: true
aliases: aliases:
- ../search-precision - ../search-precision
--- ---
@@ -10,7 +11,7 @@ aliases:
In Retrieval-Augmented Generation (RAG) systems, irrelevant or missing information can throw off your model's ability to produce accurate, meaningful outputs. One of the best ways to ensure you're feeding your language model the most relevant, context-rich documents is through reranking. It’s a game-changer. In Retrieval-Augmented Generation (RAG) systems, irrelevant or missing information can throw off your model's ability to produce accurate, meaningful outputs. One of the best ways to ensure you're feeding your language model the most relevant, context-rich documents is through reranking. It’s a game-changer.
In this guide, we’ll dive into using reranking to boost the relevance of search results in Qdrant. We’ll start with an easy use case that leverages the Cohere Rerank model. Then, we’ll take it up a notch by exploring ColBERT for a more advanced approach. By the time you’re done, you’ll know how to implement [hybrid search](https://qdrant.tech/articles/hybrid-search/), fine-tune reranking models, and significantly improve your accuracy. In this guide, we’ll dive into using reranking to boost the relevance of search results in Qdrant. We’ll start with an easy use case that leverages the Cohere Rerank model. Then, we’ll take it up a notch by exploring ColBERT for a more advanced approach. By the time you’re done, you’ll know how to implement [hybrid search](/articles/hybrid-search/), fine-tune reranking models, and significantly improve your accuracy.
Ready? Let’s jump in. Ready? Let’s jump in.
@@ -1,7 +1,7 @@
--- ---
title: Send Data to Qdrant title: Send Data to Qdrant
weight: 25 weight: 1050
partition: build partition: ecosystem
hideInSidebar: true hideInSidebar: true
--- ---
@@ -1,6 +1,6 @@
--- ---
title: Kafka Streaming into Qdrant title: Kafka Streaming into Qdrant
weight: 49 weight: 15
hideInSidebar: true hideInSidebar: true
aliases: aliases:
- /examples/data-streaming-kafka-qdrant/ - /examples/data-streaming-kafka-qdrant/
@@ -1,6 +1,6 @@
--- ---
title: Databricks Ingestion title: Databricks Ingestion
weight: 36 weight: 5
hideInSidebar: true hideInSidebar: true
aliases: aliases:
- /documentation/examples/databricks/ - /documentation/examples/databricks/
@@ -1,6 +1,6 @@
--- ---
title: Querying with Airflow title: Querying with Airflow
weight: 36 weight: 10
hideInSidebar: true hideInSidebar: true
aliases: aliases:
- /documentation/examples/qdrant-airflow-astronomer/ - /documentation/examples/qdrant-airflow-astronomer/
@@ -1,7 +1,7 @@
--- ---
title: Essential Examples title: Essential Examples
weight: 21 weight: 1200
partition: build partition: ecosystem
--- ---
# Integration Examples # Integration Examples
@@ -1,7 +1,7 @@
--- ---
title: Discord RAG Bot title: Discord RAG Bot
weight: 4 weight: 20
#partition: build #partition: ecosystem
social_preview_image: /documentation/examples/agentic-rag-camelai-discord/social-preview.png social_preview_image: /documentation/examples/agentic-rag-camelai-discord/social-preview.png
aliases: aliases:
- /documentation/agentic-rag-camelai-discord/ - /documentation/agentic-rag-camelai-discord/
@@ -1,7 +1,7 @@
--- ---
title: Agentic RAG with CrewAI title: Agentic RAG with CrewAI
weight: 2 weight: 5
partition: build partition: ecosystem
social_preview_image: /documentation/examples/agentic-rag-crewai-zoom/social_preview.png social_preview_image: /documentation/examples/agentic-rag-crewai-zoom/social_preview.png
aliases: aliases:
- /documentation/agentic-rag-crewai-zoom/ - /documentation/agentic-rag-crewai-zoom/
@@ -1,7 +1,7 @@
--- ---
title: Agentic RAG with LangGraph title: Agentic RAG with LangGraph
weight: 3 weight: 15
partition: build partition: ecosystem
hideInSidebar: true hideInSidebar: true
aliases: aliases:
- /documentation/agentic-rag-langgraph/ - /documentation/agentic-rag-langgraph/
@@ -1,7 +1,7 @@
--- ---
title: S3 Ingestion with LangChain title: S3 Ingestion with LangChain
weight: 2 weight: 10
partition: build partition: ecosystem
hideInSidebar: true hideInSidebar: true
social_preview_image: /documentation/examples/data-ingestion-beginners/social_preview.png social_preview_image: /documentation/examples/data-ingestion-beginners/social_preview.png
aliases: aliases:
@@ -1,8 +1,8 @@
--- ---
title: Multimodal and Multilingual RAG title: Multimodal and Multilingual RAG
weight: 5 weight: 25
hideInSidebar: true hideInSidebar: true
partition: build partition: ecosystem
social_preview_image: /documentation/examples/multimodal-search/social_preview.png social_preview_image: /documentation/examples/multimodal-search/social_preview.png
aliases: aliases:
- /documentation/tutorials/multimodal-search-fastembed/ - /documentation/tutorials/multimodal-search-fastembed/
@@ -1,7 +1,7 @@
--- ---
title: n8n Workflow Automation title: n8n Workflow Automation
weight: 7 weight: 35
#partition: build #partition: ecosystem
social_preview_image: /documentation/examples/qdrant-n8n-2/preview/social_preview.png social_preview_image: /documentation/examples/qdrant-n8n-2/preview/social_preview.png
aliases: aliases:
- /blog/qdrant-n8n-beyond-simple-similarity-search/ - /blog/qdrant-n8n-beyond-simple-similarity-search/
@@ -1,7 +1,7 @@
--- ---
title: 5-Minute RAG with DeepSeek title: 5-Minute RAG with DeepSeek
weight: 6 weight: 30
partition: build partition: ecosystem
social_preview_image: /documentation/examples/rag-deepseek/social_preview.png social_preview_image: /documentation/examples/rag-deepseek/social_preview.png
aliases: aliases:
- /documentation/rag-deepseek/ - /documentation/rag-deepseek/
@@ -1,7 +1,7 @@
--- ---
title: "Video Anomaly Detection Part 1: Architecture, Twelve Labs, and NVIDIA VSS" title: "Video Anomaly Detection Part 1: Architecture, Twelve Labs, and NVIDIA VSS"
weight: 9 weight: 40
partition: build partition: ecosystem
social_preview_image: /articles_data/video-anomaly-edge/preview/social_preview.jpg social_preview_image: /articles_data/video-anomaly-edge/preview/social_preview.jpg
aliases: aliases:
- /articles/video-anomaly-edge/ - /articles/video-anomaly-edge/
@@ -1,7 +1,7 @@
--- ---
title: "Video Anomaly Detection Part 2: Edge-to-Cloud Pipeline" title: "Video Anomaly Detection Part 2: Edge-to-Cloud Pipeline"
weight: 10 weight: 45
partition: build partition: ecosystem
social_preview_image: /articles_data/video-anomaly-edge/preview/social_preview.jpg social_preview_image: /articles_data/video-anomaly-edge/preview/social_preview.jpg
aliases: aliases:
- /articles/video-anomaly-edge-part-2/ - /articles/video-anomaly-edge-part-2/
@@ -1,7 +1,7 @@
--- ---
title: "Video Anomaly Detection Part 3: Scoring, Governance, and Deployment" title: "Video Anomaly Detection Part 3: Scoring, Governance, and Deployment"
weight: 11 weight: 50
partition: build partition: ecosystem
social_preview_image: /articles_data/video-anomaly-edge/preview/social_preview.jpg social_preview_image: /articles_data/video-anomaly-edge/preview/social_preview.jpg
aliases: aliases:
- /articles/video-anomaly-edge-part-3/ - /articles/video-anomaly-edge-part-3/
@@ -1,12 +1,12 @@
--- ---
title: Integration Tutorials title: Integration Tutorials
weight: 36 weight: 1350
is_empty: true is_empty: true
hideInSidebar: true hideInSidebar: true
aliases: aliases:
- how-to - how-to
- tutorials - tutorials
partition: build partition: ecosystem
--- ---
<!-- Migrate Integration Tutorials here, gradually --> <!-- Migrate Integration Tutorials here, gradually -->
@@ -1,6 +1,6 @@
--- ---
title: Qdrant Web UI title: Qdrant Web UI
weight: 225 weight: 230
partition: qdrant partition: qdrant
aliases: aliases:
- /documentation/web-ui/ - /documentation/web-ui/
@@ -16,8 +16,8 @@ menuItems:
url: /documentation/cloud-intro/ url: /documentation/cloud-intro/
icon: cloud-white.svg icon: cloud-white.svg
- id: menu-2 - id: menu-2
name: Build name: Ecosystem
url: /documentation/build/ url: /documentation/ecosystem/
icon: blog-white.svg icon: blog-white.svg
- id: menu-3 - id: menu-3
name: Learn name: Learn