haystack
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:mag: AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your d...
**Is your feature request related to a problem? Please describe.** Currently the pre-commit hook can check and fix missing docs in the API but it has no effect if you...
**Is your feature request related to a problem? Please describe.** `BaseDocumentStore`'s `get_all_documents` supports `return_embedding` as method param but `get_document_by_id` does not. This is inconsistent and a bit confusing. **Describe the...
As a devops engineer I want to know roughly how much time a request spends in each node. **Is your feature request related to a problem? Please describe.** Currently we...
As a datascientist I don't want my logs to be cluttered with devops infos. **Is your feature request related to a problem? Please describe.** Currently we do not separate logs...
As a haystack user I want to know how to configure advanced logging features as introduced in #3003 and #3004. **Is your feature request related to a problem? Please describe.**...
**Is your feature request related to a problem? Please describe.** Code instrumentation and machine-readable logs are instrumental to make monitoring and alerting easier when Haystack is part of a production...
**Related Issue(s)**: [Issue #1512 ](https://github.com/deepset-ai/haystack/issues/1512) [Issue #1222](https://github.com/deepset-ai/haystack/issues/1222) **Proposed changes**: Migrating to Pytorch's native AMP https://pytorch.org/docs/stable/notes/amp_examples.html because it is much easier to use (no additional dependency on apex) and needs fewer...
**Describe the bug** - `Pipeline.run_batch()` fails on indexing pipelines. - The failure is early and seems to occur in the `run_batch` method itself - The failure seems trivial **Error message**...
Rewrite of https://github.com/deepset-ai/haystack/pull/2675#issuecomment-1195487118 ### Related Issues - fixes https://github.com/deepset-ai/haystack/issues/2672 ### Proposed Changes: > Will match a field that contains all values in the list, no more, no less. Order does...
This issue is easily reproducible in FAISSDataStore and SQLDataStore. When the value of the key in doc.meta is set to a list, then document_store.write fails. This happens when I'm using...