Ontbo/ontbo-context-api

Ontbo: Cognitive Context API for LLMs - retrieve only relevant facts → fewer hallucinations, lower latency & cost.

29
/ 100
Experimental

This tool helps AI developers build more reliable and efficient AI agents by giving them a 'cognitive context layer.' It takes fragmented user interactions and historical data, processes them, and provides relevant, consistent context to your Large Language Models (LLMs). This helps reduce AI 'hallucinations' and lowers operational costs, making your AI assistants smarter and more helpful.

Use this if your AI agents struggle with remembering past interactions, provide inconsistent answers, or incur high token costs due to irrelevant information being fed to your LLMs.

Not ideal if you are looking for a simple data storage solution or a basic RAG (Retrieval Augmented Generation) pipeline without the need for sophisticated, reasoning-driven context management.

AI development Customer support automation Personalized AI AI agent memory LLM cost optimization
No Package No Dependents
Maintenance 10 / 25
Adoption 4 / 25
Maturity 15 / 25
Community 0 / 25

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Stars

7

Forks

Language

Python

License

Apache-2.0

Last pushed

Feb 18, 2026

Commits (30d)

0

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