Merge pull request #80 from couchbase-examples/update_capella_model_services_tutorial

Update RAG tutorials with Capella Model Service & Couchbase Search Vector Index

Author: nithishr

capella-ai/langchain/RAG_with_Couchbase_Capella.ipynb

@@ -39,7 +39,7 @@
               "enabled": true,
               "fields": [
                 {
-                  "dims": 4096,
+                  "dims": 2048,
                   "index": true,
                   "name": "embedding",
                   "similarity": "dot_product",

capella-ai/langchain/__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
+---