aaltay commented on code in PR #28734: URL: https://github.com/apache/beam/pull/28734#discussion_r1340878981
########## website/www/site/content/en/blog/dyi-content-discovery-platform-genai-beam.md: ########## @@ -0,0 +1,329 @@ +--- +layout: post +title: "DIY GenAI Content Discovery Platform with Apache Beam" +date: 2023-09-27 00:00:01 -0800 +categories: + - blog +authors: + - prodriguezdefino + - namita sharma +--- +<!-- +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at +http://www.apache.org/licenses/LICENSE-2.0 +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +--> + +# DIY GenAI Content Discovery Platform with Apache Beam + +## Introduction + +Your digital assets, such as documents, PDFs, spreadsheets, and presentations, contain a wealth of valuable information which sometimes is hard to find or discover. This blog post discusses how to build a DIY starter architecture, based on near real time ingestion processing and large language models (LLMs) to extract meaningful information from your assets, making it available and discoverable through a simple natural language query. + +Building a near real time processing pipeline for content ingestion may seem like a very complex task, and it can be. To alliviate this task Apache Beam framework exposes a set of powerful constructs to remove the complexities of interacting with a variety of content sources and destinations, error handling, clarity, modularity, all while maintaining a good degree of resiliency and scalability with minimal effort. An Apache Beam streaming pipeline should be able to connect to the many components of a solution to quickly process document's content ingestion requests, making the information available in few seconds after the ingestion request was triggered. Review Comment: @prodriguezdefino - Looks like there are some typos. (e.g. alliviate instead of alleviate). Could you fix any typos in the doc please? -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
