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`LangChainKnowledgeBase` works great when you already have a LangChain-based retrieval setup that uses vectorstores, but when you want something more basic, like a [`TFIDFRetriever`](https://github.co…
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### What would you like to see?
Apparently, smaller chunk sizes improve retrieval quality, but larger chunk sizes improve generation quality: [Advanced RAG 01: Small-to-Big Retrieval](https://towar…
cope updated
4 months ago
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### Question Validation
- [X] I have searched both the documentation and discord for an answer.
### Question
Hello everyone,
I've been implementing a RAG system using Llama-Index and open-source…
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### Feature description
Move the calculation of document validity (expired / not expired) from when the document is stored in the cache to when it is retrieved from the cache.
At the moment, if yo…
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https://arxiv.org/abs/1903.10972
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### What feature are you requesting?
I would love to see the implementation of character filters with a pattern replace option in ParadeDB. This feature would allow for the automatic correction and s…
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### Ticket Contents
## Goal
Create a bot capable of answering user questions based on RAG framework using government data extracted from PDFs.
## Description
The project aims to develop a chatbo…
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### Question Validation
- [X] I have searched both the documentation and discord for an answer.
### Question
hi people,
i checked this example for the 10k analysis for tesla, i think this is wha…
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### Describe the bug
I noticed while working on #41929 that:
* For JDBC datasources, we don't even try to connect to a database if the JDBC URL is not set
* For Reactive datasources, we default…
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Research and implement the following tasks related to tracking, retrieving, and parsing weekly work hours from Desktime PDFs:
**1.** Develop an endpoint to directly read weekly work hours from Desk…