couchbase-examples · nithishr · Dec 9, 2025 · Dec 5, 2025 · Dec 5, 2025 · Dec 5, 2025
diff --git a/capella-ai/langchain/RAG_with_Couchbase_Capella.ipynb b/capella-ai/langchain/RAG_with_Couchbase_Capella.ipynb
diff --git a/capella-ai/langchain/__frontmatter.__md b/capella-ai/langchain/__frontmatter.__md
diff --git a/...haystack/RAG_with_Couchbase_Capella.ipynb → ...haystack/RAG_with_Couchbase_Capella.ipynb b/...haystack/RAG_with_Couchbase_Capella.ipynb → ...haystack/RAG_with_Couchbase_Capella.ipynb
diff --git a/capella-ai/haystack/__frontmatter.__md → ...odel-services/haystack/__frontmatter.__md b/capella-ai/haystack/__frontmatter.__md → ...odel-services/haystack/__frontmatter.__md
diff --git a/capella-ai/haystack/fts_index.json → ...la-model-services/haystack/fts_index.json b/capella-ai/haystack/fts_index.json → ...la-model-services/haystack/fts_index.json
diff --git a/capella-ai/haystack/requirements.txt → ...-model-services/haystack/requirements.txt b/capella-ai/haystack/requirements.txt → ...-model-services/haystack/requirements.txt
diff --git a/...model-services/langchain/search_based/RAG_with_Capella_Model_Services_and_LangChain.ipynb b/...model-services/langchain/search_based/RAG_with_Capella_Model_Services_and_LangChain.ipynb
diff --git a/capella-ai/langchain/capella_index.json → ...langchain/search_based/capella_index.json b/capella-ai/langchain/capella_index.json → ...langchain/search_based/capella_index.json
@@ -39,7 +39,7 @@
               "enabled": true,
               "fields": [
                 {
-                  "dims": 4096,
+                  "dims": 2048,
                   "index": true,
                   "name": "embedding",
                   "similarity": "dot_product",

diff --git a/capella-model-services/langchain/search_based/frontmatter.md b/capella-model-services/langchain/search_based/frontmatter.md
@@ -0,0 +1,20 @@
+---
+# frontmatter
+path: "/tutorial-capella-model-services-langchain-rag-with-search-vector-index"
+title: RAG with Capella Model Services, LangChain and Couchbase Search Vector Index
+short_title: RAG with Capella Model Services, LangChain and Search Vector Index
+description:
+  - Learn how to build a semantic search engine using models from Capella Model Services and Couchbase Search Vector Index.
+  - You will understand how to perform Retrieval-Augmented Generation (RAG) using LangChain and Capella Model Services.
+content_type: tutorial
+filter: sdk
+technology:
+  - vector search
+tags:
+  - Artificial Intelligence
+  - LangChain
+  - Search Vector Index
+sdk_language:
+  - python
+length: 60 Mins
+---
diff --git a/...amaindex/RAG_with_Couchbase_Capella.ipynb → ...amaindex/RAG_with_Couchbase_Capella.ipynb b/...amaindex/RAG_with_Couchbase_Capella.ipynb → ...amaindex/RAG_with_Couchbase_Capella.ipynb
diff --git a/capella-ai/llamaindex/README.md → capella-model-services/llamaindex/README.md b/capella-ai/llamaindex/README.md → capella-model-services/llamaindex/README.md
diff --git a/capella-ai/llamaindex/__frontmatter.__md → ...el-services/llamaindex/__frontmatter.__md b/capella-ai/llamaindex/__frontmatter.__md → ...el-services/llamaindex/__frontmatter.__md
diff --git a/capella-ai/llamaindex/fts_index.json → ...-model-services/llamaindex/fts_index.json b/capella-ai/llamaindex/fts_index.json → ...-model-services/llamaindex/fts_index.json