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‎.github/workflows/ci.yml‎

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build_stamp: ${{ needs.init.outputs.build_stamp }}
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secrets: inherit
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# ---------------------------------------------------------------------------
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# Build passthrough — when build is skipped (docs-only PRs), report success
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# under the same check names so branch protection required checks pass.
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# ---------------------------------------------------------------------------
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build-skip:
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name: Build / ${{ matrix.label }}
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needs: [init, changes]
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if: >-
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always() &&
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needs.init.result == 'success' &&
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github.event_name == 'pull_request' &&
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needs.changes.outputs.code != 'true'
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runs-on: ubuntu-latest
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strategy:
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matrix:
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include:
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- label: Ubuntu 22.04
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- label: Windows Server 2022
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- label: macOS (ARM64)
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steps:
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- run: echo "Build skipped — no code changes detected"
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# ---------------------------------------------------------------------------
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# CodeQL — scheduled + push only (not on PRs to avoid blocking releases)
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# ---------------------------------------------------------------------------

‎.github/workflows/discord-discussions.yml‎

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name: Discord Discussion Notification
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on:
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discussion:
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types: [created]
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permissions:
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contents: read
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jobs:
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notify:
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runs-on: ubuntu-latest
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steps:
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- name: Post to Discord
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env:
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DISCORD_WEBHOOK_URL: ${{ secrets.DISCORD_DISCUSSIONS_WEBHOOK_URL }}
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DISCUSSION_TITLE: ${{ github.event.discussion.title }}
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DISCUSSION_URL: ${{ github.event.discussion.html_url }}
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DISCUSSION_BODY: ${{ github.event.discussion.body }}
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DISCUSSION_AUTHOR: ${{ github.event.discussion.user.login }}
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DISCUSSION_AVATAR: ${{ github.event.discussion.user.avatar_url }}
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DISCUSSION_NUMBER: ${{ github.event.discussion.number }}
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DISCUSSION_CATEGORY: ${{ github.event.discussion.category.name }}
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run: |
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# Truncate body and close unclosed code blocks
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BODY="${DISCUSSION_BODY:0:1500}"
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BACKTICK_COUNT=$(echo "$BODY" | grep -o '```' | wc -l)
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if (( BACKTICK_COUNT % 2 != 0 )); then
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BODY="${DISCUSSION_BODY:0:1500}..."$'\n```'
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fi
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PAYLOAD=$(jq -n \
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--arg title "#$DISCUSSION_NUMBER $DISCUSSION_TITLE" \
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--arg url "$DISCUSSION_URL" \
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--arg desc "$BODY" \
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--arg author "$DISCUSSION_AUTHOR" \
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--arg avatar "$DISCUSSION_AVATAR" \
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--arg category "$DISCUSSION_CATEGORY" \
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--arg repo "$GITHUB_REPOSITORY" \
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'{embeds: [{title: $title, url: $url, description: $desc, color: 10181046,
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author: {name: $author, url: ("https://github.com/" + $author), icon_url: $avatar},
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fields: [
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{name: "Category", value: $category, inline: true},
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{name: "Repo", value: $repo, inline: true}
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]}]}')
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curl -sS -f -H "Content-Type: application/json" -d "$PAYLOAD" "$DISCORD_WEBHOOK_URL"

‎.github/workflows/discord-issues.yml‎

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name: Discord Issue Notification
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on:
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issues:
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types: [opened]
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permissions:
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contents: read
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jobs:
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notify:
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runs-on: ubuntu-latest
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steps:
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- name: Post to Discord
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env:
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DISCORD_WEBHOOK_URL: ${{ secrets.DISCORD_ISSUES_WEBHOOK_URL }}
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ISSUE_TITLE: ${{ github.event.issue.title }}
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ISSUE_URL: ${{ github.event.issue.html_url }}
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ISSUE_BODY: ${{ github.event.issue.body }}
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ISSUE_AUTHOR: ${{ github.event.issue.user.login }}
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ISSUE_AVATAR: ${{ github.event.issue.user.avatar_url }}
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ISSUE_NUMBER: ${{ github.event.issue.number }}
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run: |
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# Truncate body and close unclosed code blocks
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BODY="${ISSUE_BODY:0:1500}"
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BACKTICK_COUNT=$(echo "$BODY" | grep -o '```' | wc -l)
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if (( BACKTICK_COUNT % 2 != 0 )); then
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BODY="${ISSUE_BODY:0:1500}..."$'\n```'
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fi
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PAYLOAD=$(jq -n \
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--arg title "#$ISSUE_NUMBER $ISSUE_TITLE" \
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--arg url "$ISSUE_URL" \
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--arg desc "$BODY" \
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--arg author "$ISSUE_AUTHOR" \
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--arg avatar "$ISSUE_AVATAR" \
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--arg repo "$GITHUB_REPOSITORY" \
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'{embeds: [{title: $title, url: $url, description: $desc, color: 15548997,
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author: {name: $author, url: ("https://github.com/" + $author), icon_url: $avatar},
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fields: [
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{name: "Repo", value: $repo, inline: true}
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]}]}')
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curl -sS -f -H "Content-Type: application/json" -d "$PAYLOAD" "$DISCORD_WEBHOOK_URL"

‎.github/workflows/discord-pr.yml‎

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name: Discord PR Notification
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on:
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pull_request:
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types: [opened]
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permissions:
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contents: read
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jobs:
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notify:
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runs-on: ubuntu-latest
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steps:
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- name: Post to Discord
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env:
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DISCORD_WEBHOOK_URL: ${{ secrets.DISCORD_PR_WEBHOOK_URL }}
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PR_TITLE: ${{ github.event.pull_request.title }}
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PR_URL: ${{ github.event.pull_request.html_url }}
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PR_BODY: ${{ github.event.pull_request.body }}
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PR_AUTHOR: ${{ github.event.pull_request.user.login }}
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PR_AVATAR: ${{ github.event.pull_request.user.avatar_url }}
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HEAD_REF: ${{ github.event.pull_request.head.ref }}
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BASE_REF: ${{ github.event.pull_request.base.ref }}
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PR_NUMBER: ${{ github.event.pull_request.number }}
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run: |
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# Truncate body to 1500 chars (leave room for embed fields).
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# Close any unclosed code blocks to prevent broken formatting.
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BODY="${PR_BODY:0:1500}"
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BACKTICK_COUNT=$(echo "$BODY" | grep -o '```' | wc -l)
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if (( BACKTICK_COUNT % 2 != 0 )); then
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BODY="${BODY}..."$'\n'"$BODY"'```'
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BODY="${PR_BODY:0:1500}..."$'\n```'
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fi
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PAYLOAD=$(jq -n \
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--arg title "#$PR_NUMBER $PR_TITLE" \
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--arg url "$PR_URL" \
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--arg desc "$BODY" \
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--arg author "$PR_AUTHOR" \
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--arg avatar "$PR_AVATAR" \
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--arg branch "$HEAD_REF → $BASE_REF" \
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--arg repo "$GITHUB_REPOSITORY" \
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'{embeds: [{title: $title, url: $url, description: $desc, color: 5814783,
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author: {name: $author, url: ("https://github.com/" + $author), icon_url: $avatar},
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fields: [
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{name: "Branch", value: $branch, inline: true},
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{name: "Repo", value: $repo, inline: true}
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]}]}')
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curl -sS -f -H "Content-Type: application/json" -d "$PAYLOAD" "$DISCORD_WEBHOOK_URL"

‎.gitignore‎

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# One of the python modules keeps installing this
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include/python3.12/greenlet/greenlet.h
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.rocketride/

‎.vscode/launch.json‎

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"subProcess": true,
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"cwd": "${workspaceFolder}/dist/server",
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"program": "${workspaceFolder}/dist/server/ai/eaas.py",
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"args": [
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"--trace=servicePython"
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// "--trace=debugOut,debugProtocol,servicePython"
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]
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"args": ["--trace=debugOut"]
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},
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{
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//--------------------------------------------------------------------------------------

‎README.md‎

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</p>
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<p>
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RocketRide is an open-source data pipeline builder and runtime built for AI and ML workloads. With 50+ pipeline nodes spanning 13 LLM providers, 8 vector databases, OCR, NER, and more — pipelines are defined as portable JSON, built visually in VS Code, and executed by a multithreaded C++ runtime. From real-time data processing to multimodal AI search, RocketRide runs entirely on your own infrastructure.
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<img src="https://raw.githubusercontent.com/rocketride-org/rocketride-server/develop/images/icon-cpp.png" alt="C++" />&nbsp;&nbsp;
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<img src="https://raw.githubusercontent.com/rocketride-org/rocketride-server/develop/images/icon-python.png" alt="Python" />&nbsp;&nbsp;
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<img src="https://raw.githubusercontent.com/rocketride-org/rocketride-server/develop/images/icon-typescript.png" alt="TypeScript" />
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</p>
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<p>
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<img src="https://raw.githubusercontent.com/rocketride-org/rocketride-server/develop/images/icon-cpp.png" height="28" alt="C++" />&nbsp;&nbsp;
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<img src="https://raw.githubusercontent.com/rocketride-org/rocketride-server/develop/images/icon-python.png" height="28" alt="Python" />&nbsp;&nbsp;
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<img src="https://raw.githubusercontent.com/rocketride-org/rocketride-server/develop/images/icon-typescript.png" height="28" alt="TypeScript" />
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RocketRide is an open-source data pipeline builder and runtime built for AI and ML workloads. With 50+ pipeline nodes spanning 13 LLM providers, 8 vector databases, OCR, NER, and more — pipelines are defined as portable JSON, built visually in VS Code, and executed by a multithreaded C++ runtime. From real-time data processing to multimodal AI search, RocketRide runs entirely on your own infrastructure.
2020
</p>
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<p>
@@ -29,17 +29,11 @@
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<p>
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<a href="https://github.com/rocketride-org/rocketride-server/actions/workflows/ci.yml"><img src="https://github.com/rocketride-org/rocketride-server/actions/workflows/ci.yml/badge.svg" alt="CI"></a>
32-
<a href="https://github.com/rocketride-org/rocketride-server/releases/tag/server-v3.1.0"><img src="https://img.shields.io/badge/engine-v3.1.0-5f2167?logo=data:image/svg%2bxml;base64,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" alt="Engine v3.1.0"></a>
32+
<a href="https://github.com/rocketride-org/rocketride-server/releases/tag/server-v3.1.0"><img src="https://img.shields.io/badge/Runtime-v3.1.0-5f2167?logo=data:image/svg%2bxml;base64,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" alt="Engine v3.1.0"></a>
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<a href="https://discord.gg/9hr3tdZmEG"><img src="https://img.shields.io/badge/Discord-Join-370b7a?logo=discord&logoColor=white" alt="Discord"></a>
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<a href="https://github.com/rocketride-org/rocketride-server/blob/develop/LICENSE"><img src="https://img.shields.io/badge/license-MIT-41b6e6" alt="MIT License"></a>
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</p>
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<p>
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<a href="https://www.producthunt.com/products/rocketride?embed=true&amp;utm_source=badge-featured&amp;utm_medium=badge&amp;utm_campaign=badge-rocketride" target="_blank" rel="noopener noreferrer"><img alt="RocketRide - Your IDE is the new AI command center. | Product Hunt" width="250" height="54" src="https://api.producthunt.com/widgets/embed-image/v1/featured.svg?post_id=1112116&amp;theme=light&amp;t=1774995997490"></a>
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<a href="https://github.com/rocketride-org/rocketride-server/blob/develop/LICENSE"><img src="https://img.shields.io/badge/License-MIT-41b6e6" alt="MIT License"></a>
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</p>
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</div>
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<img src="https://raw.githubusercontent.com/rocketride-org/rocketride-server/develop/images/screenshot-ide.png" alt="Build and run AI pipelines inside your IDE" width="100%">
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_Design, test, and ship complex AI workflows from a visual canvas, right where you write code._
@@ -48,16 +42,20 @@ _Design, test, and ship complex AI workflows from a visual canvas, right where y
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_Drop pipelines into any Python or TypeScript app with a few lines of code, no infrastructure glue required._
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</div>
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## Features
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- **VS Code Extension** — Build, visualize, and monitor pipelines directly in your editor. The visual pipeline builder lets you drag, connect, and configure nodes without writing boilerplate. Real-time observability tracks token usage, LLM calls, latency, and execution — all without leaving VS Code. Pipelines are defined as portable JSON, meaning they're version-controllable, shareable, and runnable anywhere.
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- **High-performance C++ runtime** — RocketRide's runtime is built in C++ with native multithreading, purpose-built for the throughput demands of AI and data workloads. No bottlenecks, no compromises for production scale.
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- **50+ pipeline nodes** — A comprehensive library of pre-built nodes covering 13 LLM providers, 8 vector databases, OCR, NER, PII anonymization, chunking strategies, embedding models, and more. All nodes are Python-extensible, so you can build and publish your own.
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- **Multi-agent workflows** — Orchestrate and scale complex agent pipelines with built-in support for CrewAI and LangChain. Chain agents, share memory across pipeline runs, and manage multi-step reasoning workflows at scale. Switch between agentic frameworks with a few clicks for your task.
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- **Coding agent ready** — Install the VS Code extension and RocketRide automatically detects and configures your coding agent — Claude, Cursor, and more. Your agent can build, modify, and deploy pipelines through natural language.
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- **TypeScript, Python & MCP SDKs** — Integrate pipelines into native applications, expose them as callable tools for AI assistants, or build programmatic pipeline workflows into your existing codebase.
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- **Zero dependency headaches** — RocketRide manages Python environments, C++ toolchains, Java/Tika, and all node dependencies automatically. Clone, build, run — no manual setup, no version conflicts, no glue scripts.
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- **One-click deploy** — Run on Docker, on-prem, or RocketRide Cloud (coming soon). RocketRide's architecture is designed for production from day one — not retrofitted from a demo.
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| Feature | Description |
50+
| :-------------------------------- | :----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
51+
| **Visual Pipeline Builder** | Drag, connect, and configure nodes in VS Code — no boilerplate. Real-time observability tracks token usage, LLM calls, latency, and execution. Pipelines are portable JSON — version-controllable, shareable, and runnable anywhere. |
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| **High-Performance C++ Runtime** | Native multithreading purpose-built for the throughput demands of AI and data workloads. No bottlenecks, no compromises for production scale. |
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| **50+ Pipeline Nodes** | 13 LLM providers, 8 vector databases, OCR, NER, PII anonymization, chunking strategies, embedding models, and more. All nodes are Python-extensible — build and publish your own. |
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| **Multi-Agent Workflows** | Built-in CrewAI and LangChain support. Chain agents, share memory across pipeline runs, and manage multi-step reasoning at scale. |
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| **Coding Agent Ready** | RocketRide auto-detects your coding agent — Claude, Cursor, and more. Build, modify, and deploy pipelines through natural language. |
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| **TypeScript, Python & MCP SDKs** | Integrate pipelines into native apps, expose them as callable tools for AI assistants, or build programmatic workflows into your existing codebase. |
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| **Zero Dependency Headaches** | Python environments, C++ toolchains, Java/Tika, and all node dependencies managed automatically. Clone, build, run — no manual setup. |
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| **One-Click Deploy** | Run on Docker, on-prem, or RocketRide Cloud (coming soon). Production-ready architecture from day one — not retrofitted from a demo. |
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## Quick Start
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<img src="https://raw.githubusercontent.com/rocketride-org/rocketride-server/develop/images/first_pipe.gif" alt="Pipeline canvas example" width="100%">
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</p>
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4. You can run a pipeline from the canvas by pressing the ▶️ button on the source node or from the `Connection Manager` directly.
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4. You can run a pipeline from the canvas by pressing the ▶ button on the source node or from the `Connection Manager` directly.
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5. Deploy your pipelines on your own infrastructure.
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@@ -121,4 +119,4 @@ RocketRide is built by a growing community of contributors. Whether you've fixed
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---
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<p align="center">Made with 🤍 in SF & EU</p>
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<p align="center">Made with ♥ in SF &amp; EU</p>

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