cceeaadbea
Replace the prose-recall test ("Based on what we've talked about, what do you know about me?") with a forced honcho_search call. Prose recall depended on the model getting deriver-built representation/peer-card in its system prompt, which is gated behind DERIVER_REPRESENTATION_BATCH_MAX_TOKENS=1024 — short tutorial-length conversations don't trigger it, producing false negatives on a working integration.
honcho_search hits message embeddings, which are computed synchronously at message persist time (src/crud/message.py:262-276), so peer-scoped retrieval works regardless of how short the prior session was. Also folds the result.steps[i].toolCalls inspection snippet from the old Step 5 into Step 4 — same prompt, no need for two sections.
Drops Step 5 entirely.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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README.md
Honcho Docs
These docs are built using Next.js via mintlify.
Setting Up Honcho's Docs Locally
- Clone the repository:
git clone git@github.com:plastic-labs/honcho.git
- Navigate into the
docsfolder:
cd honcho/docs/
The docs folder contains the markdown files that make up the documentation. The majority of the files are in the pages directory. Some notable files in this folder include:
- Verify that you have Node.js and npm installed in your system. You can check by running:
node --version
npm --version
-
If not installed, download Node.js and npm from the respective official websites.
-
Once you have Node.js and npm running, proceed to install
pnpm- another package manager that helps to manage project dependencies:
npm install -g pnpm
- Install the project dependencies using pnpm:
pnpm i
- After the successful installation of the project dependencies, start the local server:
pnpm dev
Now, you should be able to view the docs on your local environment by visiting http://localhost:3000. You can explore the different markdown files and make changes as you see fit.