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## Description
Adds dashboard application to parallel modal evals to enable fast
retriever development/evaluation
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## Description
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- set the parallel option to None in Fastembed's embedding function
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## Description
Adds modal parallel evaluation for retriever development
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## Description
Fixes graph completion limit
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## Description
Fixes Anthropic bug as reported by the user
https://github.com/topoteretes/cognee/issues/812
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## Description
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Co-authored-by: Vasilije <8619304+Vasilije1990@users.noreply.github.com>
## Description
/api/v1/responses
In this PR manages function calls
- search
- cognify
- prune
Next steps
- codify
## DCO Affirmation
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Signed-off-by: Diego B Theuerkauf <diego.theuerkauf@tuebingen.mpg.de>
Co-authored-by: Hande <159312713+hande-k@users.noreply.github.com>
Co-authored-by: Vasilije <8619304+Vasilije1990@users.noreply.github.com>
Co-authored-by: Diego Baptista Theuerkauf <34717973+diegoabt@users.noreply.github.com>
Co-authored-by: Boris <boris@topoteretes.com>
Co-authored-by: Boris <borisarzentar@gmail.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
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## Description
Add ability to map column values from relational databases to graph
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## Description
Move CollectionNotFoundError logging to be at Debug level
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## Description
Added tools to check current cognify and codify status
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## Description
Update LanceDB and rewrite data points to run async
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Co-authored-by: Boris <boris@topoteretes.com>
Co-authored-by: Boris Arzentar <borisarzentar@gmail.com>
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## Description
This PR adds support for the Memgraph graph database following the
[graph database integration
guide](https://docs.cognee.ai/contributing/adding-providers/graph-db/graph-database-integration):
- Implemented `MemgraphAdapter` for interfacing with Memgraph.
- Updated `get_graph_engine.py` to return MemgraphAdapter when
appropriate.
- Added a test script:` test_memgraph.py.`
- Created a dedicated test workflow:
`.github/workflows/test_memgraph.yml.`
## DCO Affirmation
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Co-authored-by: Vasilije <8619304+Vasilije1990@users.noreply.github.com>
Co-authored-by: Boris <boris@topoteretes.com>
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## Description
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Co-authored-by: Vasilije <8619304+Vasilije1990@users.noreply.github.com>
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## Description
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## Description
Add log handling options for cognee exceptions
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## Description
Switch typing from str to UUID for NetworkX node_id
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## Description
Add support for UV and for Poetry package management
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## Description
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## DCO Affirmation
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Co-authored-by: Igor Ilic <30923996+dexters1@users.noreply.github.com>
Co-authored-by: Igor Ilic <igorilic03@gmail.com>
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## Description
- db_engine was not dynamically gathered, with this a change in system
directory will be handled correctly
- Added top_k to all search types
- Reduced delete test threshold
- Updated MCP version and info
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## Description
Fix graph prompt path
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Co-authored-by: Evain Arthur <arthur.evain35@gmail.com>
Co-authored-by: Vasilije <8619304+Vasilije1990@users.noreply.github.com>
Co-authored-by: Boris <boris@topoteretes.com>
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## Description
Fixes cases when the llm generated edge list contains nodes that don't
exist in the nodelist
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## DCO Affirmation
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## Description
Resolve issue noticed by [RyabykinIlya](https://github.com/RyabykinIlya)
where too many HuggingFace requests have been sent due to the embedding
engine not working as a singleton per config
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Signed-off-by: Ryabykin Ilya <ryabykinia@sibur.ru>
Co-authored-by: greshish <ryabykinia@yandex.ru>
Co-authored-by: Ryabykin Ilya <ryabykinia@sibur.ru>
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## Description
Delete by document.
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## Description
Simplify Cognee pipeline usage for users
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## Description
Add ability to define top-k for Cognee search types Insights, RAG and
GRAPH Completion
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## Description
Fixes the embedding error for index graph edges
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## Description
Adds S3 support
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## Description
Allow embedding of big strings to support full row embedding in SQL
databases
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- Extracted run_tasks_base function into a new file run_tasks_base.py.
- Extracted four executors that execute core logic based on the task
type.
- Extracted a task handler/wrapper that safely executes the core logic
with logging and telemetry.
- Fixed the inconsistency with the batches of size 1.
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## Description
Add relational db migration action
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Reverts topoteretes/cognee#690
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Co-authored-by: Igor Ilic <30923996+dexters1@users.noreply.github.com>
Co-authored-by: Igor Ilic <igorilic03@gmail.com>
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## Description
Resolve issue with missing name if no attribute
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## Description
test for database migration
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## Description
Resolve issues with duplicate chunks for PGVector
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- Fixed get_no_summary_tasks and get_just_chunks_tasks to work with the
new tasks and pipelines
- Chore: fixed the pokemon example to work with the new tasks and
pipelines
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## Description
- Fix Ollama endpoint issue
- Fix COMPLETION and GRAPH COMPLETION MCP use
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