Skip to content
Open
Show file tree
Hide file tree
Changes from 4 commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
File renamed without changes.
File renamed without changes.
Original file line number Diff line number Diff line change
Expand Up @@ -16,6 +16,7 @@ tags:
- LangChain
- OpenAI
- smolagents
- FTS
sdk_language:
- python
length: 30 Mins
Expand Down
File renamed without changes.
7 changes: 7 additions & 0 deletions smolagents/gsi/.env.sample
Original file line number Diff line number Diff line change
@@ -0,0 +1,7 @@
OPENAI_API_KEY=
CB_HOST=
CB_USERNAME=
CB_PASSWORD=
CB_BUCKET_NAME=
SCOPE_NAME=
COLLECTION_NAME=
1,928 changes: 1,928 additions & 0 deletions smolagents/gsi/RAG_with_Couchbase_and_SmolAgents.ipynb

Large diffs are not rendered by default.

23 changes: 23 additions & 0 deletions smolagents/gsi/frontmatter.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,23 @@
---
# frontmatter
path: "/tutorial-smolagents-couchbase-rag-with-global-secondary-index"
title: Retrieval-Augmented Generation (RAG) with Couchbase and smolagents using GSI
short_title: RAG with Couchbase and smolagents using GSI
description:
- Learn how to build a semantic search engine using Couchbase and Hugging Face smolagents using GSI.
- This tutorial demonstrates how to integrate Couchbase's vector search capabilities with smolagents using GSI indexes.
- You'll understand how to perform Retrieval-Augmented Generation (RAG) using smolagents and Couchbase with GSI optimization.
content_type: tutorial
filter: sdk
technology:
- vector search
tags:
- Artificial Intelligence
- LangChain
- OpenAI
- smolagents
- GSI
sdk_language:
- python
length: 30 Mins
---