I am into a case in which I want for each distinct paragraph of a text from a pdf to be stored as a distinct embedding. So far I scan a directory and for each file I store the embedding into a database: import os import time import psycopg2 from openai import OpenAI from pypdf import PdfReader f…

An alternate approach is to use completion chat with some prompt engineering and formatted response. Therefore I made this python lib (named extract_paragraphs): from openai import OpenAI import json def extractParagraphs(client: OpenAI, text: str): text = text.strip() if (text == ""): …

That is a near-impossibility programmatically, but something that an AI could perform for you. Searchable text from PDFs is usually broken by lines in the original presentation format. You can have a document with narrow columns, each line extracted with linefeeds, but no extra linefeeds between pa…

…/github/pixeltable/pixeltable/blob/release/docs/release/tutorials/rag-operations.ipynb Would that answer your need? Being able to chunk into paragraphs and embeds and being able to apply custom sim search?

[image] pbrunelle: …/github/pixeltable/pixeltable/blob/release/docs/release/tutorials/rag-operations.ipynb I need a full url this is part of a github repository but Idk which one you are mentioning.

How I can split text into paragraphs?

API

ddesyllas November 20, 2024, 3:58pm 4

I need a full url this is part of a github repository but Idk which one you are mentioning.

Topic		Replies	Views
Retrieval Augmented Generation (RAG) with 100k PDFs?! Too slow! Community pdf , llm , rag , development	13	29384	October 31, 2024
OpenAI Embeddings - Search through ~1000 PDFs API embeddings	3	3814	August 28, 2024
Training with Large PDF FIles API	10	25970	December 15, 2023
What's the appropriate way to convert pdfs to text files? Prompting	6	5525	December 23, 2023
PDF summarizer using openai API	23	18187	January 12, 2026

How I can split text into paragraphs?

Related topics