From aa50861afb67c9086e728bd05fda0ed672fbfc22 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Kacper=20=C5=81ukawski?= Date: Wed, 3 Apr 2024 08:58:03 +0200 Subject: [PATCH] Add visuals to the Cohere RAG tutorial (#775) --- .../tutorials/cohere-rag-connector.md | 12 ++++++++++++ .../cohere-rag-citations.png | Bin 0 -> 69748 bytes .../cohere-rag-connector/fastapi-openapi.png | Bin 0 -> 61469 bytes 3 files changed, 12 insertions(+) create mode 100644 qdrant-landing/static/documentation/tutorials/cohere-rag-connector/cohere-rag-citations.png create mode 100644 qdrant-landing/static/documentation/tutorials/cohere-rag-connector/fastapi-openapi.png diff --git a/qdrant-landing/content/documentation/tutorials/cohere-rag-connector.md b/qdrant-landing/content/documentation/tutorials/cohere-rag-connector.md index dd7250b06..2c2153e08 100644 --- a/qdrant-landing/content/documentation/tutorials/cohere-rag-connector.md +++ b/qdrant-landing/content/documentation/tutorials/cohere-rag-connector.md @@ -14,6 +14,13 @@ models can now speak to the external tools and extract meaningful data on their source and let the Cohere LLM know how to access it. Obviously, vector search goes well with LLMs, and enabling semantic search over your data is a typical case. +Cohere RAG has lots of interesting features, such as inline citations, which help you to refer to the specific parts of +the documents used to generate the response. + +![Cohere RAG citations](/documentation/tutorials/cohere-rag-connector/cohere-rag-citations.png) + +*Source: https://docs.cohere.com/docs/retrieval-augmented-generation-rag* + The connectors have to implement a specific interface and expose the data source as HTTP REST API. Cohere documentation [describes a general process of creating a connector](https://docs.cohere.com/docs/creating-and-deploying-a-connector). This tutorial guides you step by step on building such a service around Qdrant. @@ -212,6 +219,11 @@ Our app might be launched locally for the development purposes, given we have th uvicorn main:app ``` +FastAPI exposes an interactive documentation at `http://localhost:8000/docs`, where we can test our endpoint. The +`/search` endpoint is available there. + +![FastAPI documentation](/documentation/tutorials/cohere-rag-connector/fastapi-openapi.png) + We can interact with it and check the documents that will be returned for a specific query. 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