Fix RAG with Generative APIs and Langchain tutorial #4047

fpagny · 2024-11-27T17:49:03Z

No description provided.

WIP - fixing content and snippets not working anymore

…ng section

…ing and rag prompting

…r retrieved.

tutorials/how-to-implement-rag-generativeapis/index.mdx

Co-authored-by: Jessica <[email protected]>

fpagny

Approved suggestions

tgenaitay · 2024-11-29T13:10:56Z

tutorials/how-to-implement-rag-generativeapis/index.mdx

@@ -34,28 +34,35 @@ In this tutorial, you will learn how to implement RAG using LangChain, a leading

 ### Install required packages

-Run the following command to install the required packages:
+1. Run the following command to install the required Python packages:


This section is now the only one in the whole tutorial having numbered steps 1. and 2.

@tgenaitay @fpagny we can remove the steps numbers, as we have less than 3 in the tutorial.
Sorry, I ended up forgetting to remove them yesterday after I finished the review. 🤓

tutorials/how-to-implement-rag-generativeapis/index.mdx

…untu Adding dependencies requirements for MacOS and Debian/Ubuntu, and fixing python packages version.

RoRoJ · 2024-12-02T11:44:04Z

tutorials/how-to-implement-rag-generativeapis/index.mdx

-   ```
-
-## Embeddings and vector store setup
+## Setup embeddings and vector store


Suggested change

## Setup embeddings and vector store

## Set up embeddings and vector store

RoRoJ · 2024-12-02T11:44:12Z

tutorials/how-to-implement-rag-generativeapis/index.mdx


-By integrating Scaleway Object Storage, Managed Database for PostgreSQL with pgvector, and LangChain’s embedding tools, you have the foundation to build a powerful RAG system that scales with your data while offering robust information retrieval capabilities. This approach equips you with the tools necessary to handle complex queries and deliver accurate, relevant results efficiently.
+**Error**: `ERROR:root:An error occurred: bge-multilingual-gemma2 is not a local folder and is not a valid model identifier listed on 'https://huggingface.co/models'
+If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>``


Suggested change

If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing `token=<your_token>``

If this is a private repository, make sure to pass a token having permission to this repo either by logging in with `huggingface-cli login` or by passing ```token=<your_token>```

fpagny added 10 commits November 26, 2024 11:27

fix(genapi): RAG tutorial using Generative APIs

c9b993f

WIP - fixing content and snippets not working anymore

fix(genapi): Remove direct connection to database

5efc63e

fix(genapi): Remove boto3 direct usage and use S3DirectoryLoader

a71902a

fix(genapi): Removing unused dependencies and improving troubleshooti…

12d4144

…ng section

fix(genapi): Splitting tutorial in two files separating document load…

41a2a3b

…ing and rag prompting

fix(genapi): sentence wording

129a54b

fix(genapi): shortening conclusion

555e6fc

fix(genapi): remove file redundant annotations in comments

681e2d9

Update index.mdx

766bc21

fix(genapi): fixing typos and dependencies

1cbb45d

fpagny self-assigned this Nov 27, 2024

fpagny added 3 commits November 27, 2024 18:56

fix(genapi): adding default vector search function and document numbe…

56345da

…r retrieved.

fix(genapi): removing verify=none field in s3 certificate validation

a3c5c3c

Update index.mdx

2e51db0