build out morpheus-docs MCP stack, mirroring hvm-docs through Phases 1-13
Initial scaffold: the docs-mcp-template clone with all the
HVM-validated stack ported across, customized for Morpheus
Enterprise (PRODUCT_NAME=morpheus, server name morpheus-docs).
Bundles (live-discovered 2026-05-22; 1710 cataloged pages total):
* morpheus_user_manual_8_1_0 sd00007510en_us 568 pages (Feb 2026)
* morpheus_user_manual_8_1_1 sd00007621en_us 569 pages (Mar 2026)
* morpheus_user_manual_8_1_2 sd00007732en_us 569 pages (Apr 2026)
* morpheus_release_notes_8_1_0 sd00007496en_us single-doc
* morpheus_release_notes_8_1_1 sd00007610en_us single-doc
* morpheus_release_notes_8_1_2 sd00007733en_us single-doc
* morpheus_quickspecs a50009231enw html-file (live
curl_cffi against www.hpe.com; all 12+ Enterprise SKUs captured —
S6E64..S6E73AAE for new/renewal/upgrade × 1/3/5-yr terms, plus
services SKUs HA124A1#V38/V39 and H46SBA1).
No Deployment Guide or Qualification Matrix on HPE Support for
Morpheus Enterprise specifically — the only QM (sd00006551en_us)
covers HVM clusters managed by Morpheus and lives in hvm-docs.
Stack carried forward from hvm-docs:
* rag/{index,chunk,embeddings,bm25}.py — including the
MAX_CHARS=4000 chunk-cap fix for table-dense content
* docs_mcp/{server,usage}.py — 11 MCP tools, BM25-default search,
cross-encoder rerank, hybrid behind HYBRID_SEARCH=true,
morpheus_api_lessons (renamed from hvm_api_lessons), env-gated
submit_doc_bug
* docs_mcp/api_lessons.md — Morpheus-specific scaffold covering
licensing model, HVM elevation path, REST vs Plugin API, with
TODO markers for sections to flesh out from real ops experience
* scrape/{runner,quickspecs,changelog,bundles}.py — TOC + single-doc
+ html-file modes, curl_cffi Chrome120 for www.hpe.com edge bypass
* eval/{retrievers,run_eval}.py + queries.jsonl scaffold (4 placeholder
queries; populate after first scrape)
* scripts/{rerank_server,usage_report,registry_gc}.py
* .gitea/workflows/{refresh,image-only}.yml — same Gitea Actions
setup zerto-docs uses (push LAN, pull public-URL, GPU Ollama pool)
* deploy/docker-compose.yml — morpheus-docs-mcp service definition,
shared jina-rerank sidecar, Watchtower-labeled
* Dockerfile, requirements.txt, requirements-rerank.txt
Verified locally: scrape produced 1599 .md pages (some TOC entries
are parent-only and yield no body), 6353 chunks all under the 4 KB
cap, MCP server boots and lists 11 tools cleanly.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
This commit is contained in:
@@ -14,21 +14,17 @@ on:
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workflow_dispatch:
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env:
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REGISTRY_PUSH: <lan-host>:<port>
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REGISTRY_PULL: <public-registry-hostname>
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# Image name derives from the actual repo at runtime, so a clone
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# doesn't need to find/replace anything. e.g. justin/my-product-docs.
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# github.* context is Gitea Actions' inherited GitHub-Actions namespace
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# — values come from the Gitea server, not github.com.
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# PUSH goes to the LAN endpoint (HTTP) to bypass Cloudflare's 100 MB
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# body cap. PULL uses the public hostname (HTTPS). Same Gitea registry.
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REGISTRY_PUSH: 192.168.0.2:1234
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REGISTRY_PULL: git.jpaul.io
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IMAGE: ${{ github.repository_owner }}/${{ github.event.repository.name }}
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OLLAMA_URL: http://<gpu-host>:11434
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# Two GPU-pinned Ollama containers on the Gitea host — same infra
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# zerto-docs uses. :11435 = Titan X, :11436 = 1080 Ti. Indexer
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# round-robins per batch.
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OLLAMA_URLS: http://192.168.0.2:11435,http://192.168.0.2:11436
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EMBED_MODEL: nomic-embed-text
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# PRODUCT_NAME defaults to the repo name so a clone works without
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# editing. Override here if you want a different identifier (e.g.
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# repo "my-product-docs" → PRODUCT_NAME "myproduct"). Used as the
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# Chroma collection name, BM25 db filename, and MCP server name —
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# see docs_mcp/server.py.
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PRODUCT_NAME: ${{ github.event.repository.name }}
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PRODUCT_NAME: morpheus
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jobs:
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build:
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@@ -39,8 +35,7 @@ jobs:
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- name: Checkout
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uses: actions/checkout@v4
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with:
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# Full history (not shallow) so the digest-history step can
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# walk git log up to --history-days back.
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# Full history so digest-history can walk git log.
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fetch-depth: 0
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- name: Set up Python
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@@ -54,9 +49,8 @@ jobs:
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python -m pip install -q -r requirements.txt
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- name: Refresh digest history
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# Cheap (a few seconds); doesn't touch corpus content.
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# Without this step, a code-only deploy would ship an
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# increasingly-stale digest history relative to git.
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# Cheap (few seconds). Without this step, a code-only deploy
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# would ship an increasingly-stale digest history.
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run: |
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mkdir -p corpus/.digest
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python -m scrape.changelog \
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@@ -71,42 +65,69 @@ jobs:
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- name: Rebuild indexes from existing corpus
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run: python -m rag.index --rebuild
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- name: Log in to registry (LAN endpoint)
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run: echo "${{ secrets.REGISTRY_TOKEN }}" | docker login "${REGISTRY_PUSH}" -u "${{ github.repository_owner }}" --password-stdin
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- name: Set up Docker Buildx
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uses: docker/setup-buildx-action@v3
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with:
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# LAN registry is HTTP only.
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config-inline: |
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[registry."192.168.0.2:1234"]
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http = true
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insecure = true
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- name: Build & push image
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- name: Configure registry credentials for buildx
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env:
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REGISTRY_TOKEN: ${{ secrets.REGISTRY_TOKEN }}
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REGISTRY_USER: ${{ github.actor }}
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run: |
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SHA_TAG=$(echo "$GITHUB_SHA" | cut -c1-12)
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DATE_TAG=$(date -u +%Y.%m.%d)
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docker build \
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-t "${REGISTRY_PUSH}/${IMAGE}:latest" \
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-t "${REGISTRY_PUSH}/${IMAGE}:${SHA_TAG}" \
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-t "${REGISTRY_PUSH}/${IMAGE}:${DATE_TAG}" \
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.
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docker push "${REGISTRY_PUSH}/${IMAGE}:latest"
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docker push "${REGISTRY_PUSH}/${IMAGE}:${SHA_TAG}"
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docker push "${REGISTRY_PUSH}/${IMAGE}:${DATE_TAG}"
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mkdir -p ~/.docker
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AUTH=$(printf '%s:%s' "$REGISTRY_USER" "$REGISTRY_TOKEN" | base64 -w0)
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cat > ~/.docker/config.json <<EOF
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{
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"auths": {
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"192.168.0.2:1234": {
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"auth": "$AUTH"
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}
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}
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}
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EOF
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- name: Compute tags
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id: meta
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uses: docker/metadata-action@v5
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with:
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images: 192.168.0.2:1234/${{ github.repository_owner }}/${{ github.event.repository.name }}
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tags: |
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type=raw,value=latest
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type=sha,prefix=,format=short
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type=raw,value={{date 'YYYY.MM.DD'}}
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labels: |
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org.opencontainers.image.source=https://git.jpaul.io/${{ github.repository_owner }}/${{ github.event.repository.name }}
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org.opencontainers.image.url=https://git.jpaul.io/${{ github.repository_owner }}/${{ github.event.repository.name }}
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- name: Build & push (amd64)
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uses: docker/build-push-action@v6
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with:
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context: .
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platforms: linux/amd64
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push: true
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tags: ${{ steps.meta.outputs.tags }}
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labels: ${{ steps.meta.outputs.labels }}
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- name: Link container package to this repo
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# Gitea container packages are owned by a USER, not a repo —
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# they don't auto-appear under the repo's Packages tab.
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# This API call creates the association. One-time-effective:
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# re-running returns 400 once linked, which we swallow.
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# Endpoint requires Gitea 1.21+.
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env:
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GITEA_TOKEN: ${{ secrets.REGISTRY_TOKEN }}
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run: |
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OWNER="${{ github.repository_owner }}"
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PKG="${{ github.event.repository.name }}"
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BODY=$(mktemp)
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CODE=$(curl -sS -o "$BODY" -w "%{http_code}" -X POST \
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code=$(curl -s -o /tmp/link.out -w "%{http_code}" -X POST \
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-H "Authorization: token ${GITEA_TOKEN}" \
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"https://${REGISTRY_PULL}/api/v1/packages/${OWNER}/container/${PKG}/-/link/${PKG}")
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echo "link http=$CODE body=$(cat "$BODY")"
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case "$CODE" in
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201) echo "linked package to ${OWNER}/${PKG}" ;;
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400) echo "already linked (re-link returns 400) — ok" ;;
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*) echo "unexpected status $CODE"; exit 1 ;;
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"https://git.jpaul.io/api/v1/packages/${OWNER}/container/${PKG}/-/link/${PKG}")
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echo "link ${OWNER}/container/${PKG} -> ${PKG}: HTTP ${code}"
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body=$(cat /tmp/link.out)
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case "$code" in
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201) echo "OK — newly linked" ;;
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400|409) echo "OK — already linked: ${body}" ;;
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*) echo "unexpected: ${body}"; exit 1 ;;
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esac
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- name: Prune old container versions
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@@ -19,27 +19,25 @@ on:
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default: false
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env:
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# If your registry sits behind Cloudflare with its 100 MB body cap,
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# use a LAN endpoint for pushes (bypasses CF) and the public hostname
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# for pulls (response bodies aren't capped).
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REGISTRY_PUSH: <lan-host>:<port>
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REGISTRY_PULL: <public-registry-hostname>
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# Image name derives from the actual repo at runtime, so a clone
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# doesn't need to find/replace anything. e.g. justin/my-product-docs.
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# github.* context is Gitea Actions' inherited GitHub-Actions namespace
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# — values come from the Gitea server, not github.com.
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# PUSH goes to the LAN endpoint (HTTP) to bypass Cloudflare Tunnel's
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# 100 MB body cap. PULL uses the public hostname (HTTPS). Same Gitea
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# registry either way — package lands under the same owner/repo.
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REGISTRY_PUSH: 192.168.0.2:1234
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REGISTRY_PULL: git.jpaul.io
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# Image name derives from the repo at runtime — clones don't need to
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# edit this. github.* is the Gitea-Actions inherited namespace.
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IMAGE: ${{ github.repository_owner }}/${{ github.event.repository.name }}
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# Embedder. One URL per GPU; the indexer round-robins.
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OLLAMA_URL: http://<gpu-host>:11434
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# Two GPU-pinned Ollama containers on the Gitea host — same infra
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# zerto-docs uses (deploy/ollama-rag.docker-compose.yml over there).
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# :11435 owns the Titan X, :11436 owns the 1080 Ti; the indexer
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# round-robins per batch so both cards run in parallel. The host's
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# primary Ollama on :11434 is left alone for OpenWebUI etc.
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OLLAMA_URLS: http://192.168.0.2:11435,http://192.168.0.2:11436
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EMBED_MODEL: nomic-embed-text
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# PRODUCT_NAME defaults to the repo name so a clone works without
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# editing. Override here if you want a different identifier (e.g.
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# repo "my-product-docs" → PRODUCT_NAME "myproduct"). Used as the
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# Chroma collection name, BM25 db filename, and MCP server name —
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# see docs_mcp/server.py.
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PRODUCT_NAME: ${{ github.event.repository.name }}
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PRODUCT_NAME: morpheus
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jobs:
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refresh:
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@@ -50,10 +48,12 @@ jobs:
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- name: Checkout
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uses: actions/checkout@v4
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with:
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# Full history — required for the digest-history step to
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# walk git log. Default fetch-depth: 1 silently produces a
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# 0-byte history file.
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# Full history — required for digest-history. Default depth 1
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# silently produces a 0-byte history file.
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fetch-depth: 0
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# Set the credentials Gitea injects so we can push corpus
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# commits back. Persist them across the run.
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token: ${{ secrets.GITEA_TOKEN }}
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- name: Set up Python
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uses: actions/setup-python@v5
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@@ -89,8 +89,8 @@ jobs:
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- name: Commit corpus changes (if any)
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id: commit
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run: |
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git config user.name "<product>-docs-refresh"
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git config user.email "actions@<your-domain>"
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git config user.name "hvm-docs-refresh"
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git config user.email "actions@jpaul.io"
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git add bundles.json corpus
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if git diff --cached --quiet; then
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echo "no corpus changes — skipping reindex and image build"
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@@ -132,49 +132,89 @@ jobs:
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if: steps.commit.outputs.changed == 'true' || inputs.force_build == true
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run: python -m rag.index --rebuild
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# ---- Build & push image ------------------------------------
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- name: Log in to registry (LAN endpoint)
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# ---- Build & push image (LAN endpoint, buildx) -------------
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- name: Set up Docker Buildx
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if: steps.commit.outputs.changed == 'true' || inputs.force_build == true
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run: echo "${{ secrets.REGISTRY_TOKEN }}" | docker login "${REGISTRY_PUSH}" -u "${{ github.repository_owner }}" --password-stdin
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uses: docker/setup-buildx-action@v3
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with:
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# LAN registry is HTTP only. Buildkit needs an explicit
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# insecure-registry config or it tries to upgrade to HTTPS.
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config-inline: |
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[registry."192.168.0.2:1234"]
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http = true
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insecure = true
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- name: Build & push image
|
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- name: Configure registry credentials for buildx
|
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# Can't use docker/login-action against the LAN endpoint —
|
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# the host docker daemon errors on HTTP-vs-HTTPS. Buildx reads
|
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# ~/.docker/config.json directly, so write the auth ourselves.
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if: steps.commit.outputs.changed == 'true' || inputs.force_build == true
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# Runner shell is /bin/sh — use cut instead of ${VAR::N}.
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# Three tags: :latest (Watchtower target), :<sha12>
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# (rollback pin), :<YYYY.MM.DD> (human-readable).
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env:
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REGISTRY_TOKEN: ${{ secrets.REGISTRY_TOKEN }}
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REGISTRY_USER: ${{ github.actor }}
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run: |
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SHA_TAG=$(echo "$GITHUB_SHA" | cut -c1-12)
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DATE_TAG=$(date -u +%Y.%m.%d)
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docker build \
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-t "${REGISTRY_PUSH}/${IMAGE}:latest" \
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-t "${REGISTRY_PUSH}/${IMAGE}:${SHA_TAG}" \
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-t "${REGISTRY_PUSH}/${IMAGE}:${DATE_TAG}" \
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.
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docker push "${REGISTRY_PUSH}/${IMAGE}:latest"
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docker push "${REGISTRY_PUSH}/${IMAGE}:${SHA_TAG}"
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docker push "${REGISTRY_PUSH}/${IMAGE}:${DATE_TAG}"
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mkdir -p ~/.docker
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AUTH=$(printf '%s:%s' "$REGISTRY_USER" "$REGISTRY_TOKEN" | base64 -w0)
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cat > ~/.docker/config.json <<EOF
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{
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"auths": {
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"192.168.0.2:1234": {
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"auth": "$AUTH"
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}
|
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}
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}
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EOF
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|
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- name: Compute tags
|
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id: meta
|
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if: steps.commit.outputs.changed == 'true' || inputs.force_build == true
|
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uses: docker/metadata-action@v5
|
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with:
|
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# Tag with the LAN hostname so the push goes over LAN.
|
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# docker-compose on the deploy host pulls via git.jpaul.io.
|
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images: 192.168.0.2:1234/${{ github.repository_owner }}/${{ github.event.repository.name }}
|
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tags: |
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type=raw,value=latest
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type=sha,prefix=,format=short
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type=schedule,pattern={{date 'YYYY.MM.DD'}}
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type=raw,value={{date 'YYYY.MM.DD'}}
|
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# Override auto-derived labels with the PUBLIC URL so Gitea
|
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# can auto-link the package back to this repo.
|
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labels: |
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org.opencontainers.image.source=https://git.jpaul.io/${{ github.repository_owner }}/${{ github.event.repository.name }}
|
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org.opencontainers.image.url=https://git.jpaul.io/${{ github.repository_owner }}/${{ github.event.repository.name }}
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- name: Build & push (amd64)
|
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if: steps.commit.outputs.changed == 'true' || inputs.force_build == true
|
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uses: docker/build-push-action@v6
|
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with:
|
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context: .
|
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platforms: linux/amd64
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push: true
|
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tags: ${{ steps.meta.outputs.tags }}
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labels: ${{ steps.meta.outputs.labels }}
|
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|
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- name: Link container package to this repo
|
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# Gitea container packages are owned by a USER, not a repo —
|
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# they don't auto-appear under the repo's Packages tab.
|
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# This API call creates the association. One-time-effective:
|
||||
# re-running returns 400 once linked, which we swallow.
|
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# Endpoint requires Gitea 1.21+.
|
||||
# Idempotent linkage so the package shows under the repo's
|
||||
# Packages tab. Gitea's auto-link from the source label is
|
||||
# unreliable in this setup (the runner reports an internal
|
||||
# server URL), so we link explicitly. 201 = newly linked,
|
||||
# 400 = already linked (treated as success).
|
||||
if: steps.commit.outputs.changed == 'true' || inputs.force_build == true
|
||||
env:
|
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GITEA_TOKEN: ${{ secrets.REGISTRY_TOKEN }}
|
||||
run: |
|
||||
OWNER="${{ github.repository_owner }}"
|
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PKG="${{ github.event.repository.name }}"
|
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BODY=$(mktemp)
|
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CODE=$(curl -sS -o "$BODY" -w "%{http_code}" -X POST \
|
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code=$(curl -s -o /tmp/link.out -w "%{http_code}" -X POST \
|
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-H "Authorization: token ${GITEA_TOKEN}" \
|
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"https://${REGISTRY_PULL}/api/v1/packages/${OWNER}/container/${PKG}/-/link/${PKG}")
|
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echo "link http=$CODE body=$(cat "$BODY")"
|
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case "$CODE" in
|
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201) echo "linked package to ${OWNER}/${PKG}" ;;
|
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400) echo "already linked (re-link returns 400) — ok" ;;
|
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*) echo "unexpected status $CODE"; exit 1 ;;
|
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"https://git.jpaul.io/api/v1/packages/${OWNER}/container/${PKG}/-/link/${PKG}")
|
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echo "link ${OWNER}/container/${PKG} -> ${PKG}: HTTP ${code}"
|
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body=$(cat /tmp/link.out)
|
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case "$code" in
|
||||
201) echo "OK — newly linked" ;;
|
||||
400|409) echo "OK — already linked: ${body}" ;;
|
||||
*) echo "unexpected: ${body}"; exit 1 ;;
|
||||
esac
|
||||
|
||||
# ---- Registry GC -------------------------------------------
|
||||
|
||||
Reference in New Issue
Block a user