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output format is same as the othere adpaters get_filtered_graph_data.
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Only minimal changes are made in the file for adapter for kuzu database.
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#1436
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---------
Co-authored-by: hajdul88 <52442977+hajdul88@users.noreply.github.com>
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## Description
Temporary fix for MCP on main
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## Changes Made
Update Cognee version for MCP
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## DCO Affirmation
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## Description
The async LLM client fails with non-reasoning models like gpt-4o with
the error: `Completion error: litellm.BadRequestError: OpenAIException -
Unrecognized request argument supplied: reasoning_effort`.
This PR add a sets the `drop_params` config to True to drop all
unsupported model configs instead of catching with a try-except block.
Additionally, the `reasoning_effort` wasn't being set for the sync
client. It adds the parameter for both async & sync for consistency.
## Type of Change
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## Changes Made
- Set `litellm.drop_params=True` to auto-drop unsupported parameters
- Changed `reasoning_effort` from `extra_body` to a direct parameter
- Add `reasoning_effort` to the sync client
- Removed redundant retry for `reasoning_effort`
## Testing
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- [ ] All new and existing tests pass
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## Description
Added auto tagging so that core team PRs always get the same lable
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## Description
Refactor BAML and LLMGateway to reduce code duplication and allow
dynamic response model generation for BAML
## DCO Affirmation
I affirm that all code in every commit of this pull request conforms to
the terms of the Topoteretes Developer Certificate of Origin.
- Set litellm.drop_params=True to auto-drop unsupported parameters
- Changed reasoning_effort from extra_body to direct parameter
- Added reasoning_effort to both async and sync methods
- Removed redundant retry logic for unsupported parameters
- Ensures compatibility with models that don't support reasoning_effort
This fixes errors when using models that don't support the reasoning_effort
parameter while maintaining the optimization for models that do support it.
- Added AdvancedPdfLoader class for enhanced PDF processing using the unstructured library.
- Integrated fallback mechanism to PyPdfLoader in case of unstructured library import failure or exceptions.
- Updated supported loaders to include AdvancedPdfLoader.
- Added unit tests for AdvancedPdfLoader to ensure functionality and error handling.
- Updated poetry.lock and pyproject.toml to include new dependencies and versions.
Signed-off-by: EricXiao <taoiaox@gmail.com>
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## Description
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I Implemented Lexical Chunk Retriever In the LexicalRetriever class is
Inherite the BaseRetriever and The DocumentChunk are lazy loaded when
first time query is made because it save time during object
initialization
and the function get_context and the get_completion are Implemented same
as the ChunksRetriever the only diffrence is that the DocumentChunk are
converted to match the output type of the ChunksRetriever using function
get_own_properties in the utils.
## Type of Change
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- Added LexicalRetriever base class with customizable tokenizer & scorer
- Implemented caching of DocumentChunk tokens and payloads
- Added robust initialization with error handling and logging -
Implemented get_context with top_k ranking and optional scores
- Implemented get_completion consistent with BaseRetriever interface
- Added JaccardChunksRetriever demo using set/multiset Jaccard
similarity
- Support for stopwords and multiset frequency-aware similarity -
Integrated logging for initialization, scoring, and retrieval
## Testing
- Manual tests: initialized retriever, retrieved chunks with toy corpus
- Edge cases: empty corpus, empty query, scorer/tokenizer errors
- Verified Jaccard similarity results for single/multiset cases
- Code formatted and linted
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Relates to #1392
## Additional Notes
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Int the cognee/modules/chunking/models/DocumentChunk.py
don't remove the optional from is_part_of attributes.
## DCO Affirmation
I affirm that all code in every commit of this pull request conforms to
the terms of the Topoteretes Developer Certificate of Origin.
---------
Co-authored-by: Andrej Milicevic <milicevicandrej@yahoo.com>
Co-authored-by: Igor Ilic <30923996+dexters1@users.noreply.github.com>
Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>
Co-authored-by: Igor Ilic <igorilic03@gmail.com>
Co-authored-by: Vasilije <8619304+Vasilije1990@users.noreply.github.com>
Co-authored-by: Boris <boris@topoteretes.com>
Co-authored-by: lxobr <122801072+lxobr@users.noreply.github.com>
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## Description
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Added a CI test to make sure fastembed works as intended.
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## Description
Ontology notebook fix
## Type of Change
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## Changes Made
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Ontology notebook fix
## Testing
manual
## Screenshots/Videos (if applicable)
None
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feature works
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- [x] All new and existing tests pass
- [x] I have searched existing PRs to ensure this change hasn't been
submitted already
- [x] I have linked any relevant issues in the description
- [x] My commits have clear and descriptive messages
## Related Issues
None
## Additional Notes
None
## DCO Affirmation
I affirm that all code in every commit of this pull request conforms to
the terms of the Topoteretes Developer Certificate of Origin.
