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Merged
zanwenfu merged 1 commit into from
Oct 4, 2026
Merged

Keep the production server's details out of the public README #32

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26 changes: 4 additions & 22 deletions README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -10,7 +10,6 @@ A generalizable tool-use agent for equity research. It resolves a company in any

[![Python 3.11](https://img.shields.io/badge/python-3.11-blue.svg)](https://www.python.org/downloads/release/python-3110/)
[![Tool-Use Agent](https://img.shields.io/badge/Architecture-Tool--Use_Agent-orange.svg)](#architecture)
[![Docker](https://img.shields.io/badge/Docker-Containerized-2496ED.svg)](https://hub.docker.com/r/fuzanwenn/stock-analyst)
[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/Agentic-Analyst/stock-analyst)
[![License](https://img.shields.io/badge/License-All_Rights_Reserved-red.svg)](LICENSE)

Expand Down Expand Up @@ -478,28 +477,11 @@ docker run --rm --env-file .env -v $(pwd)/data:/data \
--pipeline chat --user-prompt "Analyze NVDA"
```

The published image ([`fuzanwenn/stock-analyst`](https://hub.docker.com/r/fuzanwenn/stock-analyst)) is `linux/amd64`. In production the worker runs as a one-shot container spawned per request by a FastAPI backend, which tails its stdout and streams progress to the frontend over SSE.
The image is `linux/amd64`. In production the worker runs as a one-shot container spawned per request by a FastAPI backend, which tails its stdout and streams progress to the frontend over SSE.

Production builds happen on `vynnai-prod`, from `/opt/vynn/stock-analyst`,
after the shared-core commit referenced by both requirement locks is available
on GitHub. Publish a versioned image, resolve its registry digest, and configure
the API with that digest, never with `:latest`:

```bash
ssh root@128.140.85.148 'cd /opt/vynn/stock-analyst && \
docker build --target production \
--build-arg VYNN_SOURCE_REVISION=<STOCK_ANALYST_COMMIT> \
-t fuzanwenn/stock-analyst:<RELEASE_ID> . && \
docker push fuzanwenn/stock-analyst:<RELEASE_ID> && \
docker pull fuzanwenn/stock-analyst:<RELEASE_ID> && \
docker image inspect fuzanwenn/stock-analyst:<RELEASE_ID> \
--format "{{index .RepoDigests 0}}"'
```

Put the resulting `name@sha256:...` in the server-only `api.env` as
`BACKEND_IMAGE`, set the matching immutable `ANALYSIS_MODEL_VERSION`, keep
`PEER_COMPS_ENABLED=false`, and review the API scheduler dry-run before
enabling scheduled research.
The production image is built from source on the production host, and the API
runs it by its immutable image digest, never by `:latest`. The operational
release steps are kept outside this public repository.

---

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