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1
Intro
2
Approaches to Question Answering
3
Components of QA Pipeline
4
LFQA Generator
5
Haystack Setup
6
Initialize Document Store
7
Getting Data
8
Indexing Embeddings
9
Initialize Generator
10
Asking Questions
11
Common Problems
12
Generator Memory
13
Few More Questions
14
Outro
Description:
Learn how to implement Long Form Question Answering (LFQA) using Haystack in this comprehensive tutorial video. Explore various approaches to Question Answering and understand the components of a QA pipeline. Set up Haystack, initialize a document store, and learn how to index embeddings for efficient information retrieval. Discover how to initialize and use an LFQA generator to produce detailed answers. Address common problems in LFQA implementation and understand the concept of generator memory. Practice asking questions and generating responses using the LFQA system. Gain practical insights into building and optimizing LFQA solutions for real-world applications in Natural Language Processing.

Long Form Question Answering in Haystack

James Briggs
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