From 6966410b7b7a3cee3e350a622aa5893fe55729dd Mon Sep 17 00:00:00 2001 From: Bhagyasri Uddandam Date: Tue, 31 Mar 2026 07:38:33 -0400 Subject: [PATCH] DOC: Fix typo in README Corrected "Everytime" to "Every time" in the README for grammatical accuracy. --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index d52d095..8a9ba3f 100644 --- a/README.md +++ b/README.md @@ -100,7 +100,7 @@ Or, run `./db_update/Update.py` manually in local. Our API lives inside a Flask API and is powered by LangChain and a Huggingface endpoint. -In addition, to keep the knowledge base of news up to date, a scheduled script will be executed on a regular interval to retrieve the most recent cybersecurity news by scraping a list of target news websites and store them into the MongoDB Atlas Database. Everytime a user requests the API, news in the database will be read into LangChain's memory and fed to the LLM. Then, answers will be generated based on both the selected LLM and our knowledge base. +In addition, to keep the knowledge base of news up to date, a scheduled script will be executed on a regular interval to retrieve the most recent cybersecurity news by scraping a list of target news websites and store them into the MongoDB Atlas Database. Every time a user requests the API, news in the database will be read into LangChain's memory and fed to the LLM. Then, answers will be generated based on both the selected LLM and our knowledge base. ![Architecture](assets/arch.png) @@ -111,4 +111,4 @@ The API will continuely run as a serverless function (hosted on [Render](https:/ ## Licensing -The MIT License 2023 \ No newline at end of file +The MIT License 2023