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I want a new feature that lets us use date filters for searching documents. For example, if I search for "documents before 2021 with information on LLM," the system should first filter out documents from before 2021, then search these documents for 'LLM'. This mix of vector and regular search would help us find exactly what we need much faster.
The problem
Right now, our system only lets us filter documents by tags. We can't search documents by date for example, which makes it hard to find older documents quickly.
Proposed solution
Document Model Update:
Modify the document model to include various data types like text and date.
Context / Scenario
I want a new feature that lets us use date filters for searching documents. For example, if I search for "documents before 2021 with information on LLM," the system should first filter out documents from before 2021, then search these documents for 'LLM'. This mix of vector and regular search would help us find exactly what we need much faster.
The problem
Right now, our system only lets us filter documents by tags. We can't search documents by date for example, which makes it hard to find older documents quickly.
Proposed solution
Document Model Update:
{ "documentId": "doc123", "content": "Here's the content", "publishDate": "2020-12-01" }
Data Indexing:
Query Processing:
Search Execution:
Result Handling:
Importance
would be great to have
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