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feat: web rag support

feat: profile image update support

add missing OLLAMA_WEBUI_PORT override

fix: openai compatible api rag issue

Reduce container image size

Create SECURITY.md

Enhance GPU detection logic to support WSL2 environments

This commit updates the GPU detection logic in the setup script to accommodate environments where NVIDIA GPUs might not be directly listed by `lspci`, such as in Windows Subsystem for Linux 2 (WSL2). The revised logic now attempts to identify NVIDIA GPUs using both `lspci` and `nvidia-smi`, ensuring broader compatibility and recognizing GPUs that are accessible in WSL2. This change allows the script to correctly detect NVIDIA GPUs in a wider range of setups, improving user experience and script robustness in diverse environments.

Moved Security.md to /docs Will still show up on the GH security tab.

Signed-off-by: Xiaodong Ye <yeahdongcn@gmail.com>

fix: rag message body format

refac: model select option wording

fix: use exec the uvicorn process to handle Docker's SIGTERM correctly

Unhardcode some stuff, flexibilize dotenv requirement

Add default voice setting and apply to chat

feat: Add excel parser for RAG

Signed-off-by: Xiaodong Ye <yeahdongcn@gmail.com>

fix: search

Replace the shell with the uvicorn process, so it becomes PID 1 and receives the signals directly

Hello Team,

As the continued popularity of this project increases we should be taking our projects goals in mind with concerns to privacy and security. In the near future I would like to at least start testing the codebase with SAST(semgrep) and Synk.io (Software Composition Analysys) To highlight any potential weaknesses in the security of the product. 

I am happy to start contributing from the security side.

chore: optimize dockerfile order for caching