From 15139cc95aea2ab8873eec6638b922456949dcfe Mon Sep 17 00:00:00 2001 From: Kevin Lazarz Date: Thu, 25 Sep 2025 12:41:40 +0200 Subject: [PATCH 1/6] quickstart templates --- microlab/intro/intro.md | 9 - microlab/workshops/microlab/manifest.json | 27 - quickstart-vector/demo/demo.md | 19 + quickstart-vector/demo/images/demo.png | Bin 0 -> 144147 bytes quickstart-vector/demo/vector-demo.html | 749 ++++++++++++++++++ quickstart-vector/intro/intro.md | 37 + quickstart-vector/next-steps/next-steps.md | 48 ++ .../workshops/quickstart}/index.html | 0 .../workshops/quickstart/manifest.json | 17 + .../demo/demo.md | 0 sample-quickstart-template/intro/intro.md | 17 + .../next-steps/next-steps.md | 2 +- .../workshops/quickstart/index.html | 63 ++ .../workshops/quickstart/manifest.json | 17 + 14 files changed, 968 insertions(+), 37 deletions(-) delete mode 100644 microlab/intro/intro.md delete mode 100644 microlab/workshops/microlab/manifest.json create mode 100644 quickstart-vector/demo/demo.md create mode 100644 quickstart-vector/demo/images/demo.png create mode 100644 quickstart-vector/demo/vector-demo.html create mode 100644 quickstart-vector/intro/intro.md create mode 100644 quickstart-vector/next-steps/next-steps.md rename {microlab/workshops/microlab => quickstart-vector/workshops/quickstart}/index.html (100%) create mode 100644 quickstart-vector/workshops/quickstart/manifest.json rename {microlab => sample-quickstart-template}/demo/demo.md (100%) create mode 100644 sample-quickstart-template/intro/intro.md rename {microlab => sample-quickstart-template}/next-steps/next-steps.md (87%) create mode 100644 sample-quickstart-template/workshops/quickstart/index.html create mode 100644 sample-quickstart-template/workshops/quickstart/manifest.json diff --git a/microlab/intro/intro.md b/microlab/intro/intro.md deleted file mode 100644 index ac29f2514..000000000 --- a/microlab/intro/intro.md +++ /dev/null @@ -1,9 +0,0 @@ -# Introduction - -## Task 1: Introduction Task - -This is a placeholder task for the Introduction lab. - -1. Placeholder step 1: Do something introductory. - -2. Placeholder step 2: Learn about the topic. diff --git a/microlab/workshops/microlab/manifest.json b/microlab/workshops/microlab/manifest.json deleted file mode 100644 index c9d59ffbf..000000000 --- a/microlab/workshops/microlab/manifest.json +++ /dev/null @@ -1,27 +0,0 @@ -{ - "workshoptitle": "Microlab Workshop", - "tutorials": [ - { - "title": "Getting Started", - "description": "Prerequisites for LiveLabs (Oracle-owned tenancies). The title of the lab and the Contents Menu title (the title above) match for Prerequisite lab. This lab is always first.", - "filename": "https://oracle-livelabs.github.io/common/labs/cloud-login/cloud-login-livelabs2.md" - }, - { - "title": "Introduction", - "filename": "../../intro/intro.md" - }, - { - "title": "Demo", - "filename": "../../demo/demo.md" - }, - { - "title": "Next Steps", - "filename": "../../next-steps/next-steps.md" - }, - { - "title": "Need Help?", - "description": "Solutions to Common Problems and Directions for Receiving Live Help", - "filename":"https://oracle-livelabs.github.io/common/labs/need-help/need-help-livelabs.md" - } - ] -} diff --git a/quickstart-vector/demo/demo.md b/quickstart-vector/demo/demo.md new file mode 100644 index 000000000..5e8a5149b --- /dev/null +++ b/quickstart-vector/demo/demo.md @@ -0,0 +1,19 @@ +# QuickStart Demo + +## Start exploring! + +Open the Interactive Demo + +![HTML Demo](./images/demo.png " ") + + +## Walkthrough + +(placeholder for walktrhough video) +[](youtube:REPLACE_WITH_VIDEO_ID) + + +## Acknowledgements +* **Author** - Kevin Lazarz, Database Product Management +* **Contributors** - William Masdon, Linda Foinding, Pat Sheppard, Francis Regalado, +* **Last Updated By/Date** - Kevin Lazarz, September 2025 \ No newline at end of file diff --git a/quickstart-vector/demo/images/demo.png b/quickstart-vector/demo/images/demo.png new file mode 100644 index 0000000000000000000000000000000000000000..cb142bce6142d5d68a66e035c0f55dad33aeab54 GIT binary patch literal 144147 zcmdqJ^*`Is30dc@0FipfYrn^Df)1H>rG%g@WtBz=wXiHDuNgpR!8 ze_sZENijKkdA*R}4?lb;(aL_C8{~g`U^S{dn1i^QChfjc)pYN~7 zFMmmBgI|GMjO4+tAU987OerP-K|!&9+&2DSw;zj%Gx1$6i0{8E0z||2Ke7RS{Eu`& zZh%NV0NLru$Qc4E(E-cJX{*S|F=~6b+k;&|czBNzyyIomp1r*DjsYRa_30r&L1*5_ z4qQB~aK=+2G8={Q(F1$hPv>7~k>e!qe>ysnhMf>3INJtj4~scEk(#Nxt(ByhcrCo3 zx3D1Nx3q#movkTSI z1cdEw(GSNp`&E?pZdE&|xj~0WcRQkdUeDn6gMzO$=lLUM6x)p~$-fg;y|M>I*tY`B z_sYLBfA#$uWdC!LB6vh5NyEQ6(i17Q#}%$QpVV8$>um1x9z;MG$uIYwqU_>TxQP23 z^E)I)sCYKH+YHvv?-=WRRa+KF@8EmVpX{RSdj^BOD<-z`q0gee$sRC7thAwig 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+ + +
+ + +
+
+
1
Introduction
+
2
Embeddings
+
3
Search
+
4
Use Cases
+
5
Code
+
+
+ + +
+ +
+
+

Welcome to Oracle AI Vector Search

+

Transform your data into intelligent, searchable vectors with Oracle Database 23ai

+
+ +
+
+

What is Vector Search?

+

+ Vector search enables semantic similarity search by converting data into high-dimensional + mathematical representations called + embeddings + Numerical representations that capture semantic meaning in vector space + . + Unlike keyword search, vector search understands context and meaning. +

+
    +
  • Find similar documents beyond keywords
  • +
  • Enable intelligent recommendations
  • +
  • Power conversational AI and chatbots
  • +
  • Support multimodal search
  • +
+
+ +
+

Business Value

+

Oracle Database 23ai brings AI-powered search directly to your data, reducing complexity.

+
    +
  • Unified Platform: combine vectors with relational/JSON/graph
  • +
  • High Performance: HNSW indexing for fast search
  • +
  • Enterprise Ready: security, backup, recovery
  • +
+
+
+ + +
+ + +
+
+

Understanding Vector Embeddings

+

See how text and data transform into searchable vectors

+
+ +
+
+

Text to Vector Transformation

+
+ + + +
+
+
+ +
+

Vector Space Visualization

+ +

Points represent text embeddings in 2D. Identical input → identical point.

+
+
+ +
+

How Embeddings Work

+
+

Input Data

Text, images, or other data types

+

AI Model

ONNX, Cohere, OpenAI models

+

Vector Output

High-dimensional arrays

+
+
+ + +
+ + +
+
+

Interactive Similarity Search

+

Experience the power of semantic search in action

+
+ +
+

Search Product Catalog

+

Find similar products using natural language queries

+
+ + +
+
+
+ +
+

Distance Metrics

+

Oracle supports multiple distance metrics for similarity calculation:

+
+

Cosine Similarity

Angle between normalized vectors

+

Euclidean Distance

Straight-line distance

+

Dot Product

Fast and effective for recsys

+
+
+ + +
+ + +
+
+

Real-World Use Cases

+

Discover how organizations leverage vector search

+
+ +
+
+

Document Search

+

Find relevant documents based on meaning, not just keywords

+
  • Legal document discovery
  • Knowledge base search
  • Research paper similarity
  • Contract analysis
+ +
+ +
+

Image Similarity

+

Find visually similar images using vector embeddings

+
  • Product image search
  • Design matching
  • Content deduplication
+ +
+ +
+

Recommendations

+

Personalized recommendations using user behavior vectors

+
  • Product recommendations
  • Content suggestions
  • Music/video playlists
  • Similar user matching
+ +
+
+ + + + +
+ + +
+
+

Implementation Examples

+

Get started with Oracle AI Vector Search using these code snippets

+
+ +
+

1. Create a Table with VECTOR Column

+
-- Create a products table with vector embeddings
+CREATE TABLE products (
+    product_id   NUMBER PRIMARY KEY,
+    name         VARCHAR2(200),
+    description  CLOB,
+    embedding    VECTOR(384),
+    price        NUMBER(10,2),
+    category     VARCHAR2(100)
+);
+
+ +
+

2. Create HNSW Index

+
-- Create an HNSW index for fast similarity search
+CREATE VECTOR INDEX products_hnsw_idx
+ON products(embedding)
+ORGANIZATION NEIGHBOR GRAPH
+DISTANCE COSINE
+WITH M = 16, EFCONSTRUCTION = 64;
+
+ +
+

3. Perform Similarity Search

+
-- Find top 5 similar products using vector search
+SELECT 
+    product_id, name, description, price,
+    VECTOR_DISTANCE(embedding, :query_vector, COSINE) AS similarity_score
+FROM products
+ORDER BY similarity_score
+FETCH FIRST 5 ROWS ONLY;
+
+ +
+

4. Python Integration

+
import oracledb
+from sentence_transformers import SentenceTransformer
+
+model = SentenceTransformer('all-MiniLM-L6-v2')
+query_text = "comfortable running shoes"
+query_embedding = model.encode(query_text).tolist()
+
+cursor.execute("""
+    SELECT name, description, 
+           VECTOR_DISTANCE(embedding, :1, COSINE) AS score
+    FROM products
+    ORDER BY score
+    FETCH FIRST 5 ROWS ONLY
+""", [query_embedding])
+
+ + + + +
+
+ + + + diff --git a/quickstart-vector/intro/intro.md b/quickstart-vector/intro/intro.md new file mode 100644 index 000000000..f0cc55640 --- /dev/null +++ b/quickstart-vector/intro/intro.md @@ -0,0 +1,37 @@ +# Introduction + +## About this LiveLabs QuickStart + + +(placeholder for 30 second hook) +[](youtube:REPLACE_WITH_VIDEO_ID) + + +Messy data buries meaning. Keywords miss the mark. Customers, employees, and analysts waste time chasing the right document, product, or answer. + +AI Vector Search in Oracle Database 23ai fixes that. It stores embeddings—the numeric “fingerprints” of meaning—inside the database. With them, you find what things mean, not just what words they contain. That makes Vector Search a foundation for Retrieval-Augmented Generation (RAG) and agentic workflows, where LLMs need fast, accurate access to trusted enterprise data. + +What you gain with Vector Search in Oracle Database 23ai: + +- **Semantic search:** Discover documents, products, and images by meaning, not spelling. + +- **One platform:** Blend vectors with relational, JSON, and graph data in Oracle Database 23ai. + +- **Speed at scale:** Use HNSW indexes and efficient distance metrics (cosine, Euclidean, dot product). + +- **Enterprise strength:** Count on Oracle’s security, manageability, and recovery. + +- **AI-ready workflows:** Power RAG, recommendations, deduplication, and clustering. + +- **Multimodal power:** Apply the same search to text, images, or any embedding. + +- **Simpler stack:** Keep search and data together—cutting latency, risk, and cost. + +This QuickStart shows you how similarity search works, how distance functions shape results, and how you can bring these capabilities into real applications with simple code. + + + +## Acknowledgements +* **Author** - Kevin Lazarz, Database Product Management +* **Contributors** - William Masdon, Linda Foinding, Pat Sheppard, Francis Regalado, +* **Last Updated By/Date** - Kevin Lazarz, September 2025 \ No newline at end of file diff --git a/quickstart-vector/next-steps/next-steps.md b/quickstart-vector/next-steps/next-steps.md new file mode 100644 index 000000000..65e701549 --- /dev/null +++ b/quickstart-vector/next-steps/next-steps.md @@ -0,0 +1,48 @@ +# Next Steps + +Ready to go deeper? These workshops let you move from demo to hands-on practice. + +### 🚀 Beginner Workshop: Build an AI-Enabled Shop + +What you’ll do: + +- See how Oracle Database 23ai stores vector data and runs similarity search. + +- Use ONNX models for secure, accurate embeddings inside the database. + +- Try the live demo, then edit the source code in an online IDE. + +- Run the app yourself with Oracle Database 23ai Free. + +👉 [Start the Beginner Workshop](https://livelabs.oracle.com/pls/apex/f?p=133:180:114411124527080::::wid:4184) + +### 🧠 Advanced Workshop: Master Vector Search in Oracle Database + +What you’ll do: + +- Add the new vector datatype. + +- Verify ONNX embedding models. + +- Create embeddings for text and images. + +- Run exact and approximate similarity searches with indexes. + +- Combine similarity search with relational queries. + +- Apply everything in a pre-built APEX app. + +👉 [Start the Advanced Workshop](https://livelabs.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=4166) + + +## Learn More + +* [AI Vector Search Docs](https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/) +* [AI Vector Search Product Page](https://www.oracle.com/database/ai-vector-search/) +* [LiveLabs Workshop](https://livelabs.oracle.com/pls/apex/f?p=133:180:114898719666832::::wid:4166) + + +## Acknowledgements +* **Author** - Kevin Lazarz, Database Product Management +* **Contributors** - William Masdon, Linda Foinding, Pat Sheppard, Francis Regalado, +* **Last Updated By/Date** - Kevin Lazarz, September 2025 diff --git a/microlab/workshops/microlab/index.html b/quickstart-vector/workshops/quickstart/index.html similarity index 100% rename from microlab/workshops/microlab/index.html rename to quickstart-vector/workshops/quickstart/index.html diff --git a/quickstart-vector/workshops/quickstart/manifest.json b/quickstart-vector/workshops/quickstart/manifest.json new file mode 100644 index 000000000..fa36c14c6 --- /dev/null +++ b/quickstart-vector/workshops/quickstart/manifest.json @@ -0,0 +1,17 @@ +{"help": "livelabs-help-db_us@oracle.com", + "workshoptitle": "LiveLabs QuickStart - AI Vector Search", + "tutorials": [ + { + "title": "Introduction", + "filename": "../../intro/intro.md" + }, + { + "title": "QuickStart Demo", + "filename": "../../demo/demo.md" + }, + { + "title": "Next Steps", + "filename": "../../next-steps/next-steps.md" + } + ] +} diff --git a/microlab/demo/demo.md b/sample-quickstart-template/demo/demo.md similarity index 100% rename from microlab/demo/demo.md rename to sample-quickstart-template/demo/demo.md diff --git a/sample-quickstart-template/intro/intro.md b/sample-quickstart-template/intro/intro.md new file mode 100644 index 000000000..b54524376 --- /dev/null +++ b/sample-quickstart-template/intro/intro.md @@ -0,0 +1,17 @@ +# Introduction + +## About this LiveLabs QuickStart + +Messy data buries meaning. Keywords miss the mark. Customers, employees, and analysts waste time chasing the right document, product, or answer. + +AI Vector Search in Oracle Database 23ai fixes that. It stores embeddings—the numeric “fingerprints” of meaning—inside the database. With them, you find what things mean, not just what words they contain. + +This QuickStart shows how to: + +Run similarity searches with distance functions that capture nuance. + +Power real applications—document search, recommendations, and image matching—directly inside the database. + +Use simple code examples to build smarter search and discovery into your own systems. + +Why it matters: Vector Search lets companies unlock hidden value in data, serve customers faster, and build intelligence into every workflow—all without leaving Oracle Database 23ai. \ No newline at end of file diff --git a/microlab/next-steps/next-steps.md b/sample-quickstart-template/next-steps/next-steps.md similarity index 87% rename from microlab/next-steps/next-steps.md rename to sample-quickstart-template/next-steps/next-steps.md index 327c386ff..a65287826 100644 --- a/microlab/next-steps/next-steps.md +++ b/sample-quickstart-template/next-steps/next-steps.md @@ -1,6 +1,6 @@ # Next Steps -## Recommended LiveLabs Workshops +## Go deeper awesrdtfyguh diff --git a/sample-quickstart-template/workshops/quickstart/index.html b/sample-quickstart-template/workshops/quickstart/index.html new file mode 100644 index 000000000..aebbdda4a --- /dev/null +++ b/sample-quickstart-template/workshops/quickstart/index.html @@ -0,0 +1,63 @@ + + + + + + + + + Oracle LiveLabs + + + + + + + + + + + + + +
+
+
+
+
+
+
+
+ + + + + diff --git a/sample-quickstart-template/workshops/quickstart/manifest.json b/sample-quickstart-template/workshops/quickstart/manifest.json new file mode 100644 index 000000000..8ac930ec9 --- /dev/null +++ b/sample-quickstart-template/workshops/quickstart/manifest.json @@ -0,0 +1,17 @@ +{"help": "livelabs-help-db_us@oracle.com", + "workshoptitle": "Microlab Workshop", + "tutorials": [ + { + "title": "Introduction", + "filename": "../../intro/intro.md" + }, + { + "title": "Demo", + "filename": "../../demo/demo.md" + }, + { + "title": "Next Steps", + "filename": "../../next-steps/next-steps.md" + } + ] +} From 863a03e43cbd06bca32dfa835d2672621768fe5d Mon Sep 17 00:00:00 2001 From: Kevin Lazarz Date: Thu, 25 Sep 2025 14:37:06 +0200 Subject: [PATCH 2/6] quickstart templates update --- quickstart-vector/demo/images/demo.png | Bin 144147 -> 0 bytes quickstart-vector/demo/vector-demo.html | 749 ------------------ quickstart-vector/next-steps/next-steps.md | 15 +- quickstart-vector/quickstart/quickstart.md | 15 + .../workshops/quickstart/manifest.json | 4 +- sample-quickstart-template/demo/demo.md | 16 - sample-quickstart-template/intro/intro.md | 32 +- .../next-steps/next-steps.md | 34 +- .../quickstart/quickstart.md | 0 .../workshops/quickstart/manifest.json | 4 +- 10 files changed, 71 insertions(+), 798 deletions(-) delete mode 100644 quickstart-vector/demo/images/demo.png delete mode 100644 quickstart-vector/demo/vector-demo.html create mode 100644 quickstart-vector/quickstart/quickstart.md delete mode 100644 sample-quickstart-template/demo/demo.md rename quickstart-vector/demo/demo.md => sample-quickstart-template/quickstart/quickstart.md (100%) diff --git a/quickstart-vector/demo/images/demo.png b/quickstart-vector/demo/images/demo.png deleted file mode 100644 index cb142bce6142d5d68a66e035c0f55dad33aeab54..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 144147 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Introduction
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Embeddings
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Search
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Use Cases
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Code
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Welcome to Oracle AI Vector Search

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Transform your data into intelligent, searchable vectors with Oracle Database 23ai

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What is Vector Search?

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- Vector search enables semantic similarity search by converting data into high-dimensional - mathematical representations called - embeddings - Numerical representations that capture semantic meaning in vector space - . - Unlike keyword search, vector search understands context and meaning. -

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  • Find similar documents beyond keywords
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  • Enable intelligent recommendations
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Business Value

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Oracle Database 23ai brings AI-powered search directly to your data, reducing complexity.

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  • Unified Platform: combine vectors with relational/JSON/graph
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  • High Performance: HNSW indexing for fast search
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  • Enterprise Ready: security, backup, recovery
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Understanding Vector Embeddings

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See how text and data transform into searchable vectors

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Text to Vector Transformation

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Vector Space Visualization

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Points represent text embeddings in 2D. Identical input → identical point.

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How Embeddings Work

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Input Data

Text, images, or other data types

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AI Model

ONNX, Cohere, OpenAI models

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Vector Output

High-dimensional arrays

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Interactive Similarity Search

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Experience the power of semantic search in action

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Search Product Catalog

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Find similar products using natural language queries

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Distance Metrics

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Oracle supports multiple distance metrics for similarity calculation:

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Cosine Similarity

Angle between normalized vectors

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Euclidean Distance

Straight-line distance

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Dot Product

Fast and effective for recsys

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Real-World Use Cases

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Discover how organizations leverage vector search

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Document Search

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Find relevant documents based on meaning, not just keywords

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  • Legal document discovery
  • Knowledge base search
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  • Contract analysis
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Image Similarity

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Find visually similar images using vector embeddings

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  • Product image search
  • Design matching
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Recommendations

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Personalized recommendations using user behavior vectors

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  • Product recommendations
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  • Similar user matching
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Implementation Examples

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Get started with Oracle AI Vector Search using these code snippets

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1. Create a Table with VECTOR Column

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-- Create a products table with vector embeddings
-CREATE TABLE products (
-    product_id   NUMBER PRIMARY KEY,
-    name         VARCHAR2(200),
-    description  CLOB,
-    embedding    VECTOR(384),
-    price        NUMBER(10,2),
-    category     VARCHAR2(100)
-);
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2. Create HNSW Index

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-- Create an HNSW index for fast similarity search
-CREATE VECTOR INDEX products_hnsw_idx
-ON products(embedding)
-ORGANIZATION NEIGHBOR GRAPH
-DISTANCE COSINE
-WITH M = 16, EFCONSTRUCTION = 64;
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3. Perform Similarity Search

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-- Find top 5 similar products using vector search
-SELECT 
-    product_id, name, description, price,
-    VECTOR_DISTANCE(embedding, :query_vector, COSINE) AS similarity_score
-FROM products
-ORDER BY similarity_score
-FETCH FIRST 5 ROWS ONLY;
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4. Python Integration

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import oracledb
-from sentence_transformers import SentenceTransformer
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-model = SentenceTransformer('all-MiniLM-L6-v2')
-query_text = "comfortable running shoes"
-query_embedding = model.encode(query_text).tolist()
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-cursor.execute("""
-    SELECT name, description, 
-           VECTOR_DISTANCE(embedding, :1, COSINE) AS score
-    FROM products
-    ORDER BY score
-    FETCH FIRST 5 ROWS ONLY
-""", [query_embedding])
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- - - - diff --git a/quickstart-vector/next-steps/next-steps.md b/quickstart-vector/next-steps/next-steps.md index 65e701549..166444b96 100644 --- a/quickstart-vector/next-steps/next-steps.md +++ b/quickstart-vector/next-steps/next-steps.md @@ -2,21 +2,8 @@ Ready to go deeper? These workshops let you move from demo to hands-on practice. -### 🚀 Beginner Workshop: Build an AI-Enabled Shop -What you’ll do: - -- See how Oracle Database 23ai stores vector data and runs similarity search. - -- Use ONNX models for secure, accurate embeddings inside the database. - -- Try the live demo, then edit the source code in an online IDE. - -- Run the app yourself with Oracle Database 23ai Free. - -👉 [Start the Beginner Workshop](https://livelabs.oracle.com/pls/apex/f?p=133:180:114411124527080::::wid:4184) - -### 🧠 Advanced Workshop: Master Vector Search in Oracle Database +## Try our Signature Workshop What you’ll do: diff --git a/quickstart-vector/quickstart/quickstart.md b/quickstart-vector/quickstart/quickstart.md new file mode 100644 index 000000000..1740bb438 --- /dev/null +++ b/quickstart-vector/quickstart/quickstart.md @@ -0,0 +1,15 @@ +# QuickStart + +## Start exploring! + + +## Walkthrough + +(placeholder for walktrhough video) +[](youtube:REPLACE_WITH_VIDEO_ID) + + +## Acknowledgements +* **Author** - Kevin Lazarz, Database Product Management +* **Contributors** - William Masdon, Linda Foinding, Pat Sheppard, Francis Regalado, +* **Last Updated By/Date** - Kevin Lazarz, September 2025 \ No newline at end of file diff --git a/quickstart-vector/workshops/quickstart/manifest.json b/quickstart-vector/workshops/quickstart/manifest.json index fa36c14c6..15878602c 100644 --- a/quickstart-vector/workshops/quickstart/manifest.json +++ b/quickstart-vector/workshops/quickstart/manifest.json @@ -6,8 +6,8 @@ "filename": "../../intro/intro.md" }, { - "title": "QuickStart Demo", - "filename": "../../demo/demo.md" + "title": "QuickStart", + "filename": "../../quickstart/quickstart.md" }, { "title": "Next Steps", diff --git a/sample-quickstart-template/demo/demo.md b/sample-quickstart-template/demo/demo.md deleted file mode 100644 index 7d09a4ca9..000000000 --- a/sample-quickstart-template/demo/demo.md +++ /dev/null @@ -1,16 +0,0 @@ -# Demo - -## About the Demo - -Walk through video (HTML) - -### Demo - -URL to html - - - -## Acknowledgements -* **Author** - -* **Contributors** - -- optional -* **Last Updated By/Date** - diff --git a/sample-quickstart-template/intro/intro.md b/sample-quickstart-template/intro/intro.md index b54524376..f0cc55640 100644 --- a/sample-quickstart-template/intro/intro.md +++ b/sample-quickstart-template/intro/intro.md @@ -2,16 +2,36 @@ ## About this LiveLabs QuickStart + +(placeholder for 30 second hook) +[](youtube:REPLACE_WITH_VIDEO_ID) + + Messy data buries meaning. Keywords miss the mark. Customers, employees, and analysts waste time chasing the right document, product, or answer. -AI Vector Search in Oracle Database 23ai fixes that. It stores embeddings—the numeric “fingerprints” of meaning—inside the database. With them, you find what things mean, not just what words they contain. +AI Vector Search in Oracle Database 23ai fixes that. It stores embeddings—the numeric “fingerprints” of meaning—inside the database. With them, you find what things mean, not just what words they contain. That makes Vector Search a foundation for Retrieval-Augmented Generation (RAG) and agentic workflows, where LLMs need fast, accurate access to trusted enterprise data. + +What you gain with Vector Search in Oracle Database 23ai: + +- **Semantic search:** Discover documents, products, and images by meaning, not spelling. + +- **One platform:** Blend vectors with relational, JSON, and graph data in Oracle Database 23ai. + +- **Speed at scale:** Use HNSW indexes and efficient distance metrics (cosine, Euclidean, dot product). + +- **Enterprise strength:** Count on Oracle’s security, manageability, and recovery. + +- **AI-ready workflows:** Power RAG, recommendations, deduplication, and clustering. + +- **Multimodal power:** Apply the same search to text, images, or any embedding. -This QuickStart shows how to: +- **Simpler stack:** Keep search and data together—cutting latency, risk, and cost. -Run similarity searches with distance functions that capture nuance. +This QuickStart shows you how similarity search works, how distance functions shape results, and how you can bring these capabilities into real applications with simple code. -Power real applications—document search, recommendations, and image matching—directly inside the database. -Use simple code examples to build smarter search and discovery into your own systems. -Why it matters: Vector Search lets companies unlock hidden value in data, serve customers faster, and build intelligence into every workflow—all without leaving Oracle Database 23ai. \ No newline at end of file +## Acknowledgements +* **Author** - Kevin Lazarz, Database Product Management +* **Contributors** - William Masdon, Linda Foinding, Pat Sheppard, Francis Regalado, +* **Last Updated By/Date** - Kevin Lazarz, September 2025 \ No newline at end of file diff --git a/sample-quickstart-template/next-steps/next-steps.md b/sample-quickstart-template/next-steps/next-steps.md index a65287826..166444b96 100644 --- a/sample-quickstart-template/next-steps/next-steps.md +++ b/sample-quickstart-template/next-steps/next-steps.md @@ -1,19 +1,35 @@ # Next Steps -## Go deeper +Ready to go deeper? These workshops let you move from demo to hands-on practice. -awesrdtfyguh -### Beginner -serdtfygh +## Try our Signature Workshop -### Advanced +What you’ll do: -dryftughiojk +- Add the new vector datatype. +- Verify ONNX embedding models. + +- Create embeddings for text and images. + +- Run exact and approximate similarity searches with indexes. + +- Combine similarity search with relational queries. + +- Apply everything in a pre-built APEX app. + +👉 [Start the Advanced Workshop](https://livelabs.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=4166) + + +## Learn More + +* [AI Vector Search Docs](https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/) +* [AI Vector Search Product Page](https://www.oracle.com/database/ai-vector-search/) +* [LiveLabs Workshop](https://livelabs.oracle.com/pls/apex/f?p=133:180:114898719666832::::wid:4166) ## Acknowledgements -* **Author** - -* **Contributors** - -- optional -* **Last Updated By/Date** - +* **Author** - Kevin Lazarz, Database Product Management +* **Contributors** - William Masdon, Linda Foinding, Pat Sheppard, Francis Regalado, +* **Last Updated By/Date** - Kevin Lazarz, September 2025 diff --git a/quickstart-vector/demo/demo.md b/sample-quickstart-template/quickstart/quickstart.md similarity index 100% rename from quickstart-vector/demo/demo.md rename to sample-quickstart-template/quickstart/quickstart.md diff --git a/sample-quickstart-template/workshops/quickstart/manifest.json b/sample-quickstart-template/workshops/quickstart/manifest.json index 8ac930ec9..fa36c14c6 100644 --- a/sample-quickstart-template/workshops/quickstart/manifest.json +++ b/sample-quickstart-template/workshops/quickstart/manifest.json @@ -1,12 +1,12 @@ {"help": "livelabs-help-db_us@oracle.com", - "workshoptitle": "Microlab Workshop", + "workshoptitle": "LiveLabs QuickStart - AI Vector Search", "tutorials": [ { "title": "Introduction", "filename": "../../intro/intro.md" }, { - "title": "Demo", + "title": "QuickStart Demo", "filename": "../../demo/demo.md" }, { From e9dd220ae93efbbb0bade40d0ea42f00e3efe874 Mon Sep 17 00:00:00 2001 From: Kevin Lazarz Date: Thu, 25 Sep 2025 15:43:50 +0200 Subject: [PATCH 3/6] cleanup https://github.com/oracle-livelabs/sprints/pull/247 --- sample-quickstart-template/intro/intro.md | 37 ----------- .../next-steps/next-steps.md | 35 ----------- .../quickstart/quickstart.md | 19 ------ .../workshops/quickstart/index.html | 63 ------------------- .../workshops/quickstart/manifest.json | 17 ----- 5 files changed, 171 deletions(-) delete mode 100644 sample-quickstart-template/intro/intro.md delete mode 100644 sample-quickstart-template/next-steps/next-steps.md delete mode 100644 sample-quickstart-template/quickstart/quickstart.md delete mode 100644 sample-quickstart-template/workshops/quickstart/index.html delete mode 100644 sample-quickstart-template/workshops/quickstart/manifest.json diff --git a/sample-quickstart-template/intro/intro.md b/sample-quickstart-template/intro/intro.md deleted file mode 100644 index f0cc55640..000000000 --- a/sample-quickstart-template/intro/intro.md +++ /dev/null @@ -1,37 +0,0 @@ -# Introduction - -## About this LiveLabs QuickStart - - -(placeholder for 30 second hook) -[](youtube:REPLACE_WITH_VIDEO_ID) - - -Messy data buries meaning. Keywords miss the mark. Customers, employees, and analysts waste time chasing the right document, product, or answer. - -AI Vector Search in Oracle Database 23ai fixes that. It stores embeddings—the numeric “fingerprints” of meaning—inside the database. With them, you find what things mean, not just what words they contain. That makes Vector Search a foundation for Retrieval-Augmented Generation (RAG) and agentic workflows, where LLMs need fast, accurate access to trusted enterprise data. - -What you gain with Vector Search in Oracle Database 23ai: - -- **Semantic search:** Discover documents, products, and images by meaning, not spelling. - -- **One platform:** Blend vectors with relational, JSON, and graph data in Oracle Database 23ai. - -- **Speed at scale:** Use HNSW indexes and efficient distance metrics (cosine, Euclidean, dot product). - -- **Enterprise strength:** Count on Oracle’s security, manageability, and recovery. - -- **AI-ready workflows:** Power RAG, recommendations, deduplication, and clustering. - -- **Multimodal power:** Apply the same search to text, images, or any embedding. - -- **Simpler stack:** Keep search and data together—cutting latency, risk, and cost. - -This QuickStart shows you how similarity search works, how distance functions shape results, and how you can bring these capabilities into real applications with simple code. - - - -## Acknowledgements -* **Author** - Kevin Lazarz, Database Product Management -* **Contributors** - William Masdon, Linda Foinding, Pat Sheppard, Francis Regalado, -* **Last Updated By/Date** - Kevin Lazarz, September 2025 \ No newline at end of file diff --git a/sample-quickstart-template/next-steps/next-steps.md b/sample-quickstart-template/next-steps/next-steps.md deleted file mode 100644 index 166444b96..000000000 --- a/sample-quickstart-template/next-steps/next-steps.md +++ /dev/null @@ -1,35 +0,0 @@ -# Next Steps - -Ready to go deeper? These workshops let you move from demo to hands-on practice. - - -## Try our Signature Workshop - -What you’ll do: - -- Add the new vector datatype. - -- Verify ONNX embedding models. - -- Create embeddings for text and images. - -- Run exact and approximate similarity searches with indexes. - -- Combine similarity search with relational queries. - -- Apply everything in a pre-built APEX app. - -👉 [Start the Advanced Workshop](https://livelabs.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=4166) - - -## Learn More - -* [AI Vector Search Docs](https://docs.oracle.com/en/database/oracle/oracle-database/23/vecse/) -* [AI Vector Search Product Page](https://www.oracle.com/database/ai-vector-search/) -* [LiveLabs Workshop](https://livelabs.oracle.com/pls/apex/f?p=133:180:114898719666832::::wid:4166) - - -## Acknowledgements -* **Author** - Kevin Lazarz, Database Product Management -* **Contributors** - William Masdon, Linda Foinding, Pat Sheppard, Francis Regalado, -* **Last Updated By/Date** - Kevin Lazarz, September 2025 diff --git a/sample-quickstart-template/quickstart/quickstart.md b/sample-quickstart-template/quickstart/quickstart.md deleted file mode 100644 index 5e8a5149b..000000000 --- a/sample-quickstart-template/quickstart/quickstart.md +++ /dev/null @@ -1,19 +0,0 @@ -# QuickStart Demo - -## Start exploring! - -Open the Interactive Demo - -![HTML Demo](./images/demo.png " ") - - -## Walkthrough - -(placeholder for walktrhough video) -[](youtube:REPLACE_WITH_VIDEO_ID) - - -## Acknowledgements -* **Author** - Kevin Lazarz, Database Product Management -* **Contributors** - William Masdon, Linda Foinding, Pat Sheppard, Francis Regalado, -* **Last Updated By/Date** - Kevin Lazarz, September 2025 \ No newline at end of file diff --git a/sample-quickstart-template/workshops/quickstart/index.html b/sample-quickstart-template/workshops/quickstart/index.html deleted file mode 100644 index aebbdda4a..000000000 --- a/sample-quickstart-template/workshops/quickstart/index.html +++ /dev/null @@ -1,63 +0,0 @@ - - - - - - - - - Oracle LiveLabs - - - - - - - - - - - - - -
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- - - - - diff --git a/sample-quickstart-template/workshops/quickstart/manifest.json b/sample-quickstart-template/workshops/quickstart/manifest.json deleted file mode 100644 index fa36c14c6..000000000 --- a/sample-quickstart-template/workshops/quickstart/manifest.json +++ /dev/null @@ -1,17 +0,0 @@ -{"help": "livelabs-help-db_us@oracle.com", - "workshoptitle": "LiveLabs QuickStart - AI Vector Search", - "tutorials": [ - { - "title": "Introduction", - "filename": "../../intro/intro.md" - }, - { - "title": "QuickStart Demo", - "filename": "../../demo/demo.md" - }, - { - "title": "Next Steps", - "filename": "../../next-steps/next-steps.md" - } - ] -} From fc6f1a094b02a82c011d286d7a680eb2ba9f6491 Mon Sep 17 00:00:00 2001 From: Kevin Lazarz Date: Mon, 29 Sep 2025 10:07:27 +0200 Subject: [PATCH 4/6] WMS ID 11919 - missing image WMS ID 11919 - missing image --- .../codingbasics/images/launcher.png | Bin 0 -> 35334 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 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z7194f*0K~deq?(YU3=i)N-6hjTm2nHjrfq6wDxh2o3NbDeTi@prB?Z3|+u za#bA_NGY#f4r?*U+GKULRnecId1e`m%l->MKd60M@2lJ9UG`%FeCS0RSS_qk7u+Ww zrkMJhb9#7W%B0VlZ&zPk^%+l0{+`p;ULYq_e@2Yv8Mr+5^IzEg!Q|V2-lQ=3?mXKq zog-y(X?btvliDqIvp@B Date: Mon, 29 Sep 2025 10:49:42 +0200 Subject: [PATCH 5/6] WMS ID 11919 - fix sled intro WMS ID 11919 - fix sled intro --- dev-ai-app-dev-state/introduction/introduction.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/dev-ai-app-dev-state/introduction/introduction.md b/dev-ai-app-dev-state/introduction/introduction.md index b14dcb115..ee20ae958 100644 --- a/dev-ai-app-dev-state/introduction/introduction.md +++ b/dev-ai-app-dev-state/introduction/introduction.md @@ -13,17 +13,17 @@ You’ll see how SeerGroup’s teams can move from manual, fragmented workflows ✅ **Start with the demo! (Lab 1)** -Step into SeerGroup’s Telecommunications division as a Network Operations Engineer. You’ll use an AI-powered service activation app built on Oracle Database 23ai to: +Step into SeerGroup’s Public Services division as a Public Works Officer. You’ll use an AI-powered citizen services app built on Oracle Database 23ai to: -* Review customer activation requests with AI Vector Search, Graph analytics, and RAG +Review service requests—such as permit applications or maintenance reports—using AI Vector Search, Graph analytics, and RAG -* See how Generative AI evaluates network topology, bandwidth availability, and policy rules—turning lengthy engineering reviews into instant recommendations +See how Generative AI checks eligibility rules, prior cases, and policy guidelines—turning lengthy reviews into instant recommendations -* Approve, deny, or pend service orders with AI-generated risk scores, clear explanations, and auto-generated decision notes +Approve, deny, or pend requests with AI-generated risk scores, clear explanations, and auto-generated decision letters -* Update customer and service profiles using JSON Duality Views, keeping network and compliance data accurate and synchronized +Update citizen profiles and service records using JSON Duality Views, keeping data consistent across departments -This story shows how SeerTelco uses Oracle Database 23ai and OCI Generative AI to accelerate service activation, improve policy compliance, and cut provisioning backlogs—all without moving data across siloed systems. +This story shows how SeerGov uses Oracle Database 23ai and OCI Generative AI to streamline service delivery, improve policy compliance, and cut request backlogs—all without moving data across siloed agency systems. ✅ **What’s next (Labs 2–5)** From 8ea3d562ab4d16709d998e4468bb3fe50b9ca7a6 Mon Sep 17 00:00:00 2001 From: Kevin Lazarz Date: Tue, 30 Sep 2025 10:43:09 +0200 Subject: [PATCH 6/6] WMS ID 11919 - fix formatting in MCP lab WMS ID 11919 - fix formatting in MCP lab --- dev-ai-app-dev-retail/mcp/mcp.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/dev-ai-app-dev-retail/mcp/mcp.md b/dev-ai-app-dev-retail/mcp/mcp.md index e3fad2555..57f6010e3 100644 --- a/dev-ai-app-dev-retail/mcp/mcp.md +++ b/dev-ai-app-dev-retail/mcp/mcp.md @@ -194,7 +194,7 @@ Internally uses helpers like \_clean\_llm_sql, read-only guards, and a row cap f **What does it do?** - This snippet calls the MCP tool describe\_table\_impl("AUTHORIZATION_REQ") to fetch the schema details for the AUTHORIZATION_REQ table. It then loops through the column metadata and prints each column’s name alongside its data type. This gives developers a quick, structured overview of the table without needing to open SQL Developer or write a manual query. + This snippet calls the MCP tool describe\_table\_impl("AUTHORIZATION\_REQ") to fetch the schema details for the AUTHORIZATION_REQ table. It then loops through the column metadata and prints each column’s name alongside its data type. This gives developers a quick, structured overview of the table without needing to open SQL Developer or write a manual query. What makes MCP powerful here is that table introspection is exposed as a reusable tool. Any MCP-enabled client can ask the server to describe a table and get back a clean JSON structure, ready for use in code or agents. @@ -349,7 +349,7 @@ You will add a row counter tool to quickly verify table sizes during investigati **What does it do?** - This snippet reloads the updated server.py module using importlib.reload so that newly added tools become available without restarting the notebook. It then calls the plain Python implementation row_count_impl("CLIENTS"), which runs a SELECT COUNT(*) query on the CLIENTS table and returns the total number of rows. + This snippet reloads the updated server.py module using importlib.reload so that newly added tools become available without restarting the notebook. It then calls the plain Python implementation row\_count_impl("CLIENTS"), which runs a SELECT COUNT(*) query on the CLIENTS table and returns the total number of rows. What makes MCP powerful here is that we created simple function that returns the number of rows in a given table and exposed it as an MCP tool. That means Seer Holding developers can use functions in MCP workflows including agentic workflows.