dhruvmojila

dhruvmojila/poincare-orchestra

Scenario-first LLM orchestration with geometry-aware memory: metacognitive controller, provider-agnostic ensemble with throttling detection, multi-objective synthesis. Reference implementation for "LLM Orchestration with Geometry-Aware Memory" (IEEE ICBDML 2026).

4 good first / help-wanted issues · Python · last activity Oct 22, 2026

0 stars 0 forks 0 watchers Python Apache License 2.0
agent-memory hyperbolic-embeddings litellm llm-orchestration multi-agent-systems poincare python
4 Open Issues Need Help Last updated: Oct 22, 2026

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dhruvmojila/poincare-orchestra
0

Scenario-first LLM orchestration with geometry-aware memory: metacognitive controller, provider-agnostic ensemble with throttling detection, multi-objective synthesis. Reference implementation for "LLM Orchestration with Geometry-Aware Memory" (IEEE ICBDML 2026).

Python
#agent-memory#hyperbolic-embeddings#litellm#llm-orchestration#multi-agent-systems#poincare#python
good first issue docs
dhruvmojila/poincare-orchestra
0

Scenario-first LLM orchestration with geometry-aware memory: metacognitive controller, provider-agnostic ensemble with throttling detection, multi-objective synthesis. Reference implementation for "LLM Orchestration with Geometry-Aware Memory" (IEEE ICBDML 2026).

Python
#agent-memory#hyperbolic-embeddings#litellm#llm-orchestration#multi-agent-systems#poincare#python
help wanted benchmark
dhruvmojila/poincare-orchestra
0

Scenario-first LLM orchestration with geometry-aware memory: metacognitive controller, provider-agnostic ensemble with throttling detection, multi-objective synthesis. Reference implementation for "LLM Orchestration with Geometry-Aware Memory" (IEEE ICBDML 2026).

Python
#agent-memory#hyperbolic-embeddings#litellm#llm-orchestration#multi-agent-systems#poincare#python
enhancement help wanted
dhruvmojila/poincare-orchestra
0

Scenario-first LLM orchestration with geometry-aware memory: metacognitive controller, provider-agnostic ensemble with throttling detection, multi-objective synthesis. Reference implementation for "LLM Orchestration with Geometry-Aware Memory" (IEEE ICBDML 2026).

Python
#agent-memory#hyperbolic-embeddings#litellm#llm-orchestration#multi-agent-systems#poincare#python