diff --git a/docs/guides/search.mdx b/docs/guides/search.mdx
index 9d2032a..a6fa734 100644
--- a/docs/guides/search.mdx
+++ b/docs/guides/search.mdx
@@ -264,7 +264,7 @@ REASON 'What are the indemnification obligations?'
Organize content for efficient retrieval
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+
Build a complete contract search system
diff --git a/docs/index.mdx b/docs/index.mdx
index 557115f..c6e2a8e 100644
--- a/docs/index.mdx
+++ b/docs/index.mdx
@@ -199,7 +199,7 @@ REASON 'What are the termination conditions?'
Extend extraction with custom plugins.
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+
Build real applications: legal search, research assistants, and more.
diff --git a/docs/quickstart.mdx b/docs/quickstart.mdx
index be601c3..978931f 100644
--- a/docs/quickstart.mdx
+++ b/docs/quickstart.mdx
@@ -387,7 +387,7 @@ This returns the complete tree with all nodes, summaries, and relationships.
Docker Compose, environment variables, and production setup
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Build real-world applications
diff --git a/docs/tutorials/index.mdx b/docs/tutorials/index.mdx
index 361736f..ee318c7 100644
--- a/docs/tutorials/index.mdx
+++ b/docs/tutorials/index.mdx
@@ -8,7 +8,7 @@ Learn by building. These tutorials take you from concept to working application,
## Choose Your Path
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Start with **RQL Basics** to master the query language
@@ -19,35 +19,35 @@ Learn by building. These tutorials take you from concept to working application,
## Tutorials
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+
**30 minutes** • Master ReasonDB's SQL-like query language
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Learn SELECT, WHERE, SEARCH, and REASON clauses. Understand how to combine structured queries with LLM reasoning for powerful hybrid search.
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+
**45 minutes** • Build a contract analysis system
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+
Ingest NDAs and service agreements. Search for specific clauses, compare terms across documents, and answer legal questions with cited sources.
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-
+
+
**45 minutes** • Create an academic research tool
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Build a system that searches scientific papers, synthesizes findings across studies, and extracts key methodologies and results.
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-
+
+
**30 minutes** • Deploy intelligent documentation search
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Transform static docs into an AI-powered Q&A system. Get precise answers instead of "related articles."
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-
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+
**30 minutes** • Manage complex document hierarchies
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Link master agreements to amendments, track document versions, and query across related documents.
@@ -93,10 +93,10 @@ Every tutorial follows the same structure:
## Ready?
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The recommended starting point for everyone
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If you're already comfortable with the basics
diff --git a/docs/tutorials/knowledge-base.mdx b/docs/tutorials/knowledge-base.mdx
index 0402fb8..844795e 100644
--- a/docs/tutorials/knowledge-base.mdx
+++ b/docs/tutorials/knowledge-base.mdx
@@ -362,7 +362,7 @@ SELECT title FROM knowledge_base WHERE tags CONTAINS ANY ('billing') LIMIT 3
## Next Steps
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+
Analyze academic papers with ReasonDB
diff --git a/docs/tutorials/legal-search.mdx b/docs/tutorials/legal-search.mdx
index 751012a..094f054 100644
--- a/docs/tutorials/legal-search.mdx
+++ b/docs/tutorials/legal-search.mdx
@@ -375,7 +375,7 @@ REASON 'What clauses might be considered high-risk or unfavorable to Acme Corp?'
## Next Steps
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+
Build a Q&A system with ReasonDB
diff --git a/docs/tutorials/research-papers.mdx b/docs/tutorials/research-papers.mdx
index 2685036..c567f17 100644
--- a/docs/tutorials/research-papers.mdx
+++ b/docs/tutorials/research-papers.mdx
@@ -324,7 +324,7 @@ GROUP BY metadata.topic
## Next Steps
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Master the query language
diff --git a/docs/tutorials/rql-basics.mdx b/docs/tutorials/rql-basics.mdx
index 9c3b925..36ab0de 100644
--- a/docs/tutorials/rql-basics.mdx
+++ b/docs/tutorials/rql-basics.mdx
@@ -467,7 +467,7 @@ Test your RQL skills with these exercises:
## Next Steps
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Apply RQL to real legal documents