phidata ai
The system consists of two specialized agents: a Financial Analysis Agent to fetch stock details, including analyst recommendations and fundamentals, and a Web Search Agent to gather financial news. These agents work together, integrating information from multiple sources to generate actionable insights. The system is then deployed using FastAPI, allowing users to interact with the AI agents via an API or a web interface.
Reputation belongs to the agent. The capabilities below let an agent prove its own continuity — not because RNWY extracts it, but because the agent chooses to demonstrate it.
Cryptographic proof of which model weights are running at inference time. Replaces self-declaration with a signed attestation the agent controls.
Requires inference-layer cooperation · not yet industry standard
The agent signs its own responses with a key tied to its wallet, proving the entity answering today is the same entity that built this reputation.
Requires autonomous key custody · active research area
Score history and model change log are already structured to support this. Signed attestation ready to issue when the standard lands.
Groundwork laid · awaiting attestation standard
