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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…
zilto updated
3 weeks ago
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### Title of the resource
Corpus Analysis with spaCy
### Resource type
External Resource
### Authors, editors and contributors
Megan S. Kane, Maria Antoniak, William Mattingly, John R. Ladd
### …
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The `EmbeddingGeneration` API has a single `generateEmbeddingsAsync(List data)` method that takes a list (let's say of String) and returns a list of Embeddings
```java
Mono generateE…
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I recommend a more advanced chunking system. You ideally want to break text up by sentence or paragraph where possible. chunking by words will split sentences and break the meaning of those sentences.…
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This is the issue to report on memory usage and runtime performance...
data_dir: "data-full" full scale skims (24333 MAZs)
households_sample_size: 0 (full scale 100% sample of households)
sharrow…
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To create a Streamlit service that breaks up text into chunks by entities and defines each entity, you can use Natural Language Processing (NLP) libraries like spaCy to identify entities and then disp…
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As a _developer_, I want to _use the local database_, so that _I can keep the project simple_.
* **Given** a data structure like below:
ID | Text | Embedding
--- | --- | ---
uuid | full text | embed…
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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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Use-Case:
A user has a small chunk of text and wants to find longer text that contain this chunk or a similar chunk.
Proposed solution draft:
Apply shift-invariant text-chunking (for example ~100…
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