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**Is your feature request related to a problem?**
Yes! I just had a discussion with @ylwu-amzn where we were discussing how documents are embedded. I (and many others I have talked to) were under the…
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### Issue you'd like to raise.
Hello Team,
we are trying to use pypdf to get the text out from the pdf use the chunk for embedding(details are there in attached code snippet. while using, i have i…
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I am using the [read_delim_chunked](https://readr.tidyverse.org/reference/read_delim_chunked.html) function to process large text files chunk-by-chunk. My expectation is that memory is cleared after e…
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I'm curious as to how TS supports generation of embeddings for documents with more tokens than the model can handle (most models support 512 only).
Will it just truncate the doc (or does the model …
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### Feature description
Allow the LanceDB and other Vector DB adapter to specify a "contextualize" or rolling window operation to join partitioned text chunks before applying the embedding function…
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# Chunking: Proposals and Discussion
## What is Chunking?
(For more detail, see PDF page 143 of [The HyperTalk manual](https://cancel.fm/stuff/share/HyperCard_Script_Language_Guide_1.pdf))
The …
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This issue is for Linux users because it seems that macOS users have no problems.
For more detail see [here](https://github.com/frida/frida-gum/issues/370#issuecomment-549190480) and [here](https:…
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### Question Validation
- [X] I have searched both the documentation and discord for an answer.
### Question
How do I add a custom callback to `VectorStoreIndex.from_documents`
I wish to track th…
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I am trying to parse an Arabic file however what i observed is that, it skips certain lines from the text. I am attaching a page from the pdf and the corresponding text lines that have been missed are…
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**Problem Description**
Right now the scrape endpoint returns a huge string with the complete markdown of one URL. Storing the whole page in a vector store as one embedding is not ideal. Its better t…