ares
Verified Safeby dirmacs
Overview
A production-grade agentic chatbot server providing multi-LLM support, RAG, tool calling, and deep research capabilities for various business domains.
Installation
docker-compose up --buildEnvironment Variables
- TURSO_URL
- TURSO_AUTH_TOKEN
- JWT_SECRET
- API_KEY
- OPENAI_API_KEY
- OLLAMA_URL
Security Notes
The server implements robust JWT-based authentication with Argon2 password hashing and token rotation. Input validation is present for API routes. SQL injection is mitigated through parameterized queries. However, the Qdrant client in `src/db/qdrant.rs` hardcodes its connection URL to `https://localhost:6334`, ignoring the `QDRANT_URL` environment variable. This is a significant configuration oversight that will cause connectivity issues and potentially force insecure local connections instead of intended remote or containerized Qdrant instances. Inherent risks of LLM prompt injection and tool argument validation are present but common challenges for agentic systems.
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