fix: replace llmforge local build context with Docker Hub image

[codekite01]

Problem

When cloning this repo individually and running docker compose up,
the llmforge service fails with:
unable to prepare context: path "../llmforge" not found

This is because it tries to build from a sibling directory that
doesn't exist in a standalone clone.

Fix

I tried Replacing the local build context with the pre-built image already
published on Docker Hub: sasanlabs/llmforge:latest
and it worked

References

Closes #629

Summary by CodeRabbit

• Chores
  • Updated service configuration to use a prebuilt container image instead of building from local source, enabling faster and more consistent deployments.

[coderabbitai]

📝 Walkthrough

Walkthrough

The docker-compose.yml file is updated to configure the llmforge service to use a prebuilt Docker Hub image (sasanlabs/llmforge:latest) instead of building locally from ../llmforge, enabling the docker-compose setup to work out of the box without requiring the sibling directory to exist.

Changes

Docker Service Configuration

Layer / File(s)	Summary
Service image configuration docker-compose.yml	The llmforge service definition is changed from build: { context: ../llmforge } to image: sasanlabs/llmforge:latest, replacing local context-based builds with the prebuilt image from Docker Hub.

Estimated Code Review Effort

🎯 1 (Trivial) | ⏱️ ~2 minutes

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🐰 A service that once required a distant sibling's care,
Now springs to life from clouds so fair,
No local paths to chase or seek,
Just pull the image—done in a blink, so sleek! ✨

🚥 Pre-merge checks | ✅ 5

✅ Passed checks (5 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The title clearly and specifically describes the main change: replacing the local build context with a Docker Hub image for the llmforge service.
Linked Issues check	✅ Passed	The code changes directly address the requirement in issue #629 by replacing the local build context with the pre-built Docker Hub image sasanlabs/llmforge:latest.
Out of Scope Changes check	✅ Passed	The changes are limited to updating the llmforge service configuration in docker-compose.yml and are directly scoped to resolving the docker-compose build context issue.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

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✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests

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[codecov-commenter]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 54.88%. Comparing base (266f41a) to head (81aead0).

Additional details and impacted files

@@            Coverage Diff            @@
##             master     #640   +/-   ##
=========================================
  Coverage     54.88%   54.88%           
  Complexity      663      663           
=========================================
  Files            91       91           
  Lines          3573     3573           
  Branches        395      395           
=========================================
  Hits           1961     1961           
  Misses         1435     1435           
  Partials        177      177           

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[coderabbitai]

🧹 Nitpick comments (1)

docker-compose.yml (1)

58-58: ⚡ Quick win

Pin sasanlabs/llmforge to a digest (avoid :latest).

latest currently maps to:

• linux/amd64: sha256:4813f5c0c2689dee2af2546506dd978e1343a2d178590c9c89353ace0f62fa1c
• linux/arm64: sha256:376255cfcb4472699ad9096b84889d416079bb5e1d1c7d422381bc0a39f88c19

Replace :latest with the digest matching your target os/arch (or add platform: so Compose pulls the intended one).

Suggested change

-      image: sasanlabs/llmforge:latest
+      image: sasanlabs/llmforge@sha256:<digest matching your target os/arch>

🤖 Prompt for AI Agents

Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In `@docker-compose.yml` at line 58, Replace the floating image tag in the
docker-compose service (image: sasanlabs/llmforge:latest) with a
content-addressable digest or add an explicit platform to guarantee the correct
architecture; for example, change the image reference to
sasanlabs/llmforge@sha256:4813f5c0c2689dee2af2546506dd978e1343a2d178590c9c89353ace0f62fa1c
for linux/amd64 (or use
`@sha256`:376255cfcb4472699ad9096b84889d416079bb5e1d1c7d422381bc0a39f88c19 for
linux/arm64) or keep the digest and add a platform: "linux/amd64" (or
"linux/arm64") entry in the same service block so Compose pulls the exact image
intended.

🤖 Prompt for all review comments with AI agents

Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Nitpick comments:
In `@docker-compose.yml`:
- Line 58: Replace the floating image tag in the docker-compose service (image:
sasanlabs/llmforge:latest) with a content-addressable digest or add an explicit
platform to guarantee the correct architecture; for example, change the image
reference to
sasanlabs/llmforge@sha256:4813f5c0c2689dee2af2546506dd978e1343a2d178590c9c89353ace0f62fa1c
for linux/amd64 (or use
`@sha256`:376255cfcb4472699ad9096b84889d416079bb5e1d1c7d422381bc0a39f88c19 for
linux/arm64) or keep the digest and add a platform: "linux/amd64" (or
"linux/arm64") entry in the same service block so Compose pulls the exact image
intended.

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ℹ️ Review info

⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro Plus

Run ID: e93a6b18-d5ad-4802-a5b4-b12121ace269

📥 Commits

Reviewing files that changed from the base of the PR and between 266f41a and 81aead0.

📒 Files selected for processing (1)

• docker-compose.yml