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* init project directory * update .gitignore * update README * update README with CLI readability command * update requirements.txt with fastapi base packages * create assets directory * create .env base file * first API route * update instructions * update main.py * move routes to separate files + load .env values * move application files into src directory * setup the uplod endpoint * Update README.md wih youtube links * Update branches links in the README * return uploaded file id * process uploaded file * setup docker compose * setup database schemes * Push projects and data chunks into mongoDB * update docker configurations * set indecies for projects + chunks * push assets collection * change .env.example * update file processing endpoint * update requirements with openai * create the LLMInterface * create the LLMEnums * create thhe OpenAIProvider * add cohere to requirments.txt * update .env.example * update settings * fix files location * set CoHereProvider Class * setup LLMProviderFactory * update main.py * VectorDB - Qdrant Provider * nlp routes * update .env * update LLM providers * update NLPController + NLP route * support getting answers from LLMs * fix missed template_parser for NLPController * fix rag template issues * update README table of contents --------- Co-authored-by: Abu Bakr <64726450+abubakr-soliman@users.noreply.github.com>
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