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:mag: Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-4, Falcon and alike). Haystack offers production-ready tools to quickly build complex q...

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As stated in #2965, it would be good to include in Tutorial 14 a small section about new features of `TransformersQueryClassifier`: - using custom transformer models - using zero-shot-classification ###...

**Related Issue(s)**: #2646 **Proposed changes**: - Remove dependency of PineconeDocumentStore on local SQL database, can now be loaded from any machine without problems - Metadata is by default *not indexed*,...

type:feature
type:refactor
topic:document_store
topic:pinecone

**Describe the bug** When passed a list of files with different extensions, `FileTypeClassifier` throws an error. Reading the code, this behavior is expected, but I can't understand why... https://github.com/deepset-ai/haystack/blob/c91316e862c3fb751b3e8996ddd5f99b5563ae81/haystack/nodes/file_classifier/file_type.py#L74-L78 **Shouldn't...

type:documentation

**Related Issue(s)**: ... https://github.com/deepset-ai/haystack/issues/2924 **Proposed changes**: Adds the functionality in the SDK to fetch the results from an experiment run in DC. ## Pre-flight checklist - [x] I have read...

action:needs documentation
topic:eval
journey:intermediate
topic:dc

### Related Issues - fixes #2983 ### Proposed Changes: As of now, the `JoinDocuments` node will error out if any of the documents has `score=None` - which is possible, as...

type:bug
topic:retriever
topic:weaviate

### Related Issues - fixes wrongly formatted code on https://haystack.deepset.ai/reference/ranker#sentencetransformersranker ### Proposed Changes: Revert the `|` removal change, it turned out to be necessary to render the code on docs....

**Related Issue(s)**: Issue #2853 **Proposed changes**: - Updated `FARMReader.eval_on_file` to behave the same as `FARMReader.eval` by adding the options `use_no_answer_legacy_confidence` and `calibrate_conf_scores` ## Pre-flight checklist - [x] I have read...

type:bug
action:needs documentation
topic:eval
topic:reader
journey:advanced

Changes: - Upgrade to v1.7.0 and copy docs folder - make `update_json_schema` idempotent (haystack/nodes/_json_schema.py): this is necessary to support multiple commits inside the release PR (version does not contain "rc")

### Related Issues - fixes #3010 ### Proposed Changes: Use `labels` variable in `test_labels` relies on labels being returned from the doc store in a specific order. ### How did...

type:bug
topic:document_store
topic:tests

**Describe the bug** I am using Bazel with `rules_python` to generate a lock file for my dependencies. In the process of generating the lock file, I am encountering which you...