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Performance: batch/scoped triplet search issues unbounded (limit=None) vector scans

Status: Open.

#3919 In topoteretes/cognee;

· Yashash4 opened on Jul 5, 2026

[Docs]: Add standalone code example for Temporal Memory and time-bounded event retrieval

documentationImprovements or additions to documentationImprovements or additions to documentation

Status: Open.

#3917 In topoteretes/cognee;

· Aditya1234M opened on Jul 5, 2026

[Bug]: neighborhood re-scoring filters on belongs_to_set (node_name), so expansion nodes are never scored

Status: Open.

#3914 In topoteretes/cognee;

· Goodnight77 opened on Jul 5, 2026

[Bug]: TEMPORAL search ignores vector similarity — filter_top_k_events keys score lookup by UUID but looks it up by str

Status: Open.

#3909 In topoteretes/cognee;

· Goodnight77 opened on Jul 5, 2026

[Bug]: EmbeddingConfig has a dead if/elif (both set 36), crashes on provider=None, and to_dict() drops embedding_batch_size

bugSomething isn't workingSomething isn't working

Status: Open.

#3902 In topoteretes/cognee;

· 0PrashantYadav0 opened on Jul 5, 2026

[Feature]: Add Integration Validation & Troubleshooting Command

enhancementNew feature or requestNew feature or request

Status: Open.

#3899 In topoteretes/cognee;

· Tanya-garg10 opened on Jul 5, 2026

[Bug]: remember() into a previously forget()-ed dataset name always fails with 409 RetryError[ProgrammingError] (full deletion tombstones the name; memory_only=True does not)

Status: Open.

#3895 In topoteretes/cognee;

· devanshug2307 opened on Jul 5, 2026

[Bug]: LexicalRetriever(with_scores=True) breaks get_context_from_objects with TypeError

Status: Open.

#3889 In topoteretes/cognee;

· divygoyal opened on Jul 5, 2026

[Bug]: LangchainChunker cannot be instantiated at all (pre-unification API; #2966 fix was reverted)

Status: Open.

#3888 In topoteretes/cognee;

· divygoyal opened on Jul 5, 2026

[Bug]: On Windows, add() raises ValueError for POSIX-style absolute paths and any text starting with "/"

Status: Open.

#3887 In topoteretes/cognee;

· divygoyal opened on Jul 5, 2026

[Bug]: chunk_by_row leaks state across blank rows — next chunk gets a leading ", ", wrong chunk_id, inflated chunk_size

Status: Open.

#3886 In topoteretes/cognee;

· divygoyal opened on Jul 5, 2026

[Bug]: Context-extension/CoT retrievers merge triplets by id(), so convergence never triggers and context duplicates every round

Status: Open.

#3885 In topoteretes/cognee;

· divygoyal opened on Jul 5, 2026