{"repo":"namesjoe/ai_digest_finance","free":true,"listed":false,"github":"https://github.com/namesjoe/ai_digest_finance","clone":"git clone https://github.com/namesjoe/ai_digest_finance.git","description":null,"language":"Python","stars":18,"topics":["digest","llm","open-source-project","python","data-pipeline","openalex"],"license":null,"category":"data-pipelines","readme_excerpt":"ai digest finance Description Project for creation PDF Summary with Monthly review about what studies and scientific articles came last month and quick overview what they have in common and what trends do they research It generates fully automated PDF FILE with sections General Insights Key findings Main themes or trends emerging from these articles Commonalities or connections Future directions Sources Articles list Example: AI DIGEST July 2024.pdf We use OpenALex https://openalex.org free database of scientific articles as our main source of data via their API We also use Gemini Pro model with its vast context window to qustion it with out questions (with prompts) Architecture and Scripts Description ./questions.py queries to extract source articles : list of queries to extract articles from Openalex Database questions : List of questions we ask Gemini Pro model to make sections in result PDF document ./articles.py Here we extract articles from OpenALex and store it in Postgres DB table CREATE TABLE public.science articles ( id serial4 NOT NULL, doi varchar(255) NULL, author text NULL, title text NULL, published date date NULL, abstract text NULL, CONSTRAINT science articles doi key UNIQUE (doi), CONSTRAINT science articles pkey PRIMARY KEY (id), CONSTRAINT science articles title published date key UNIQUE (title, published date) ); If You gather data about multiples fields of study (FOS), there is need to adjust schema to have FOS field to identify right which articles shou","default_branch":null,"files":null,"tree":[],"storefront":"/r/namesjoe","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/namesjoe/ai_digest_finance/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}