commit 9aef94

2025-09-25 08:03:55 Kaushal Lamkhade: Updated project details

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`Projects/CRM System.md` ..
@@ 32,8 32,8 @@
	- Monitoring & Logging: Store all conversations, admin can review & edit

	## Database
-	- PostgreSQL/MySQL: for structured data (users, projects, configs, logs)
-	- Vector DB: Pinecone, Weaviate, or open-source FAISS for knowledge base indexing
+	- PostgreSQL: for structured data (users, projects, configs, logs)
+	- Vector DB: Pinecone or open-source FAISS for knowledge base indexing

	## AI / NLP
	- Connector: OpenAI API (ChatGPT), Perplexity API, and pluggable LLMs
@@ 52,18 52,19 @@
	- Indexing service: store embeddings into Vector DB

	## Infrastructure
-	- Cloud deployment: AWS, GCP, Azure, or DigitalOcean
+	- Cloud deployment: AWS
	- Containerization: Docker
	- Background task runner: Celery / RQ for async jobs (e.g., doc parsing)
	- Caching: Redis for messages and sessions
+	- CI/CD: GITLAB


	## 1. Tech Stack
	- Backend (Python)
-	- FastAPI (recommended for async, lightweight, API-first approach) or Django (if you want batteries-included features).
+	- FastAPI (async, lightweight, API-first approach) or Djangofeatures).
	- SQLAlchemy or Django ORM (for database interactions).
	- Database
-	- PostgreSQL (yes, perfectly suited for multi-tenant, relational data storage).
+	- PostgreSQL (perfectly suited for multi-tenant, relational data storage).
	- Frontend
	- React / Next.js (or Vue/Angular depending on preference).
	- Admin dashboard + Client dashboard.