Merge main again #953
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Merge main again #953
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Caution Review failedThe pull request is closed. WalkthroughIntroduces backend access control for Cognee with context-aware database configuration, dataset-level permissions, and extended API parameters. Adds environment flag, context var module, adapter expansions for graph/vector databases, pipeline and task updates, numerous permission methods/models, starter kit scripts, examples, and tests validating parallel and remote database integrations. Changes
Sequence Diagram(s)sequenceDiagram
participant U as User
participant API as SearchAPI
participant Perm as permissions_search
participant Spec as specific_search_by_context
participant Ctx as ContextVars
participant VDB as VectorDB
participant GDB as GraphDB
U->>API: POST /api/v1/search {dataset_ids, top_k}
API->>Perm: permissions_search(query, ...)
Perm->>Spec: specific_search_by_context(datasets)
loop for each dataset
Spec->>Ctx: set_database_global_context_variables(dataset)
Ctx-->>Spec: configs set
Spec->>VDB: get_vector_engine()
Spec->>GDB: get_graph_engine()
Spec->>Spec: perform dataset search
end
Spec-->>Perm: aggregated results
Perm-->>API: results
API-->>U: response
Poem
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hajdul88
approved these changes
Jun 10, 2025
borisarzentar
approved these changes
Jun 10, 2025
Closed
This was referenced Jun 30, 2025
Merged
This was referenced Sep 10, 2025
Merged
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16 tasks
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Description
Merge main changes to dev
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.