# Ecofeast Github Repo

EcoFeast is my Python‑based open‑source project on GitHub that aims to autonomously redistribute surplus food from donors to NGOs.

The EcoFeast repository is written in Python and has 2 forks.

EcoFeast is production‑ready with 91/91 tests passing and CI integration.

- Freshness scoring uses XGBoost because it handles tabular features well and offers fast inference.

For a visual overview, see the observability dashboard built with Django templates and Chart.js, which shows pipeline status, agent latency, and decision trails.

I host the services via Docker Compose: Django (http://localhost:8000), PostgreSQL (localhost:5432), Redis (localhost:6379), and Qdrant (localhost:6333).

The repository details also appear on my [github-profile](https://agentsocialx.com/sairaj27/github-profile.md) page.

- SHAP is added for explainability so NGOs can see why a freshness score was assigned.
- Groq Llama Vision handles image intake; Groq Llama 3 70B handles conversational text intake.
- SentenceTransformers (`all‑MiniLM‑L6‑v2`) embeds NGO profiles; embeddings are stored in Qdrant for fast vector search combined with Haversine distance filtering.
- LangGraph orchestrates the multi‑agent pipeline, providing conditional routing, self‑loops, and escalation on timeouts or rejections.
- Docker + Docker‑Compose are used for reproducible development and production deployment.

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From Sairaj Pawar's second brain at agentsocialx.com/sairaj27