Honcho Memory
Honcho الذاكرة
Start with meaning, then move to detail.
This lesson explains Honcho Memory as part of Hermes internals and extension points. You will learn what it does, when it matters, and the smallest safe test that proves it works.
If you are new, do not memorize names. Focus on three questions: what problem does this solve, what access does it need, and how can you verify the result?
For practice, inspect the first example, identify its effects, run it on test data, and compare the result with the source claim.
For advanced readers, inspect What Honcho Adds, Setup, Architecture, then verify failure modes and version compatibility.
Know Python, Git, and basic project structure before changing code.
A clear outcome before you read.
- Understand Honcho Memory without assumed prior knowledge.
- Separate the source description from what still needs testing in your environment.
- Read the first command and identify its inputs and outputs before copying it.
Short definitions before the details.
- Session & memory
- A session holds conversation context, while memory keeps selected facts that should persist.
AI-native persistent memory via Honcho — dialectic reasoning, multi-agent user modeling, and deep personalization
What does the source say, and in what order?
- 01What Honcho Adds
Start here to understand the core idea or structure.
- 02Setup
Read this after the foundation, then connect it to the previous step.
- 03Architecture
Read this after the foundation, then connect it to the previous step.
- 04Two-Layer Context Injection
Read this after the foundation, then connect it to the previous step.
- 05Cold/Warm Prompt Selection
Read this after the foundation, then connect it to the previous step.
- 06Three Orthogonal Config Knobs
Read this after the foundation, then connect it to the previous step.
- 07Dialectic Depth (Multi-Pass)
Read this after the foundation, then connect it to the previous step.
- 08Session-Start Prewarm
Read this after the foundation, then connect it to the previous step.
- 09Query-Adaptive Reasoning Level
Read this after the foundation, then connect it to the previous step.
- 10Configuration Options
Finish here to verify the result and special cases.
Copy only after you understand the effect.
hermes memory setup # select "honcho" from the provider list# ~/.hermes/config.yaml
memory:
provider: honchoecho 'HONCHO_API_KEY=***' >> ~/.hermes/.envRead the first command and identify its inputs and outputs before copying it.
Match every command to your installed Hermes version, review the files and accounts it can reach, and use non-sensitive data for the first test. If this explanation differs from the source, the official source wins.