poincare-memory good first issues (Python)

CLI `tree` should accept `--root` 11 days ago

good first issue

0

Hierarchy-aware, time-aware memory for LLM agents and RAG on the Poincaré ball. Reference implementation of the geometry-aware memory in "LLM Orchestration with Geometry-Aware Memory" (IEEE ICBDML 2026).

Python

#agent-memory#hierarchical-retrieval#hyperbolic-embeddings#llm-agents#numpy#poincare#poincare-ball#python#retrieval-augmented-generation

`Memory.search` should accept `k=None` for "all candidates" 11 days ago

good first issue

dhruvmojila/poincare-memory

0

Hierarchy-aware, time-aware memory for LLM agents and RAG on the Poincaré ball. Reference implementation of the geometry-aware memory in "LLM Orchestration with Geometry-Aware Memory" (IEEE ICBDML 2026).

Python

#agent-memory#hierarchical-retrieval#hyperbolic-embeddings#llm-agents#numpy#poincare#poincare-ball#python#retrieval-augmented-generation

Hierarchy Transformers adapter 11 days ago

enhancement help wanted

dhruvmojila/poincare-memory

0

Hierarchy-aware, time-aware memory for LLM agents and RAG on the Poincaré ball. Reference implementation of the geometry-aware memory in "LLM Orchestration with Geometry-Aware Memory" (IEEE ICBDML 2026).

Python

#agent-memory#hierarchical-retrieval#hyperbolic-embeddings#llm-agents#numpy#poincare#poincare-ball#python#retrieval-augmented-generation

Qdrant backend for `build_index` 11 days ago

enhancement help wanted

dhruvmojila/poincare-memory

0

Hierarchy-aware, time-aware memory for LLM agents and RAG on the Poincaré ball. Reference implementation of the geometry-aware memory in "LLM Orchestration with Geometry-Aware Memory" (IEEE ICBDML 2026).

Python

#agent-memory#hierarchical-retrieval#hyperbolic-embeddings#llm-agents#numpy#poincare#poincare-ball#python#retrieval-augmented-generation

dhruvmojila/poincare-memory

Open Issues Need Help