LLM Integration

[bigabig]

• add ollama to docker-compose
• add ollama client as new dependency for backend / celery worker (we need to rebuild containers)
• adds new redis channel for llm tasks
• adds endpoints for llm tasks
• new feature: llm assistant for doc tagging

[bigabig]

Todos:

• LLM Annotation in LLM Assistant
• LLM Metadata Extraction in LLM Assistant
• LLM Paraphrasing / Summarization as new option when annotating
• LLM Jobs Manager (Similar to the Pre-pro jobs / Background Jobs UI
• Delete finished LLM Jobs
• (maybe?) Introduce device id env variable

[floschne]

Please add OllamaService and LLMService initializations to the startup.py::init_services method :)

[gitguardian]

⚠️ GitGuardian has uncovered 2 secrets following the scan of your pull request.

Please consider investigating the findings and remediating the incidents. Failure to do so may lead to compromising the associated services or software components.

🔎 Detected hardcoded secrets in your pull request

GitGuardian id	GitGuardian status	Secret	Commit	Filename
11487171	Triggered	Generic Password	b887ce8	backend/.env.example	View secret
11487171	Triggered	Generic Password	4e6842a	backend/.env.example	View secret

🛠 Guidelines to remediate hardcoded secrets

1. Understand the implications of revoking this secret by investigating where it is used in your code.
2. Replace and store your secrets safely. Learn here the best practices.
3. Revoke and rotate these secrets.
4. If possible, rewrite git history. Rewriting git history is not a trivial act. You might completely break other contributing developers' workflow and you risk accidentally deleting legitimate data.

To avoid such incidents in the future consider

• following these best practices for managing and storing secrets including API keys and other credentials
• install secret detection on pre-commit to catch secret before it leaves your machine and ease remediation.

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^{🦉 GitGuardian detects secrets in your source code to help developers and security teams secure the modern development process. You are seeing this because you or someone else with access to this repository has authorized GitGuardian to scan your pull request.}