{"repo":"Agent-Field/af-deep-research","free":true,"listed":false,"github":"https://github.com/Agent-Field/af-deep-research","clone":"git clone https://github.com/Agent-Field/af-deep-research.git","description":"Autonomous AI backend for deep research AI applications.","language":"Python","stars":96,"topics":["agentic-ai","ai-agents","deep-research","llm","agentfield","ai-research","autonomous-agents","claude-code","developer-tools","knowledge-discovery"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"AF Deep Research Autonomous research backend for AI applications. Early Preview · APIs may change. Feedback welcome. --- A research API that questions itself. Submit a query. The system spawns parallel agents, evaluates what it found against quality thresholds, generates new sub-queries when gaps are detected, and runs another cycle. The architecture orchestrates 10,000 logical agent invocations per research. This is an AI backend, not a chat interface. Built on top of agentfield runtime for orchestrating the agents. One-Call DX Trigger it with the af CLI (requires af ≥ 0.1.87) — it streams live progress and prints the result: Prefer raw HTTP? Hit the API directly with curl: Returns a structured research package — entities, relationships, evidence, and a full cited document: 10,000 agent invocations. Self-correcting research loops. One API call. Quick start Returns execution id . Stream progress via SSE, fetch results when complete. Open localhost:8080/ui to watch the workflow live. Run locally (without Docker) You can run AF Deep Research directly as a Python app without the AgentField control plane managing async dispatch. It will execute synchronously. 1. Create a virtual environment and install dependencies: 2. Set a writable working directory: By default, AF Deep Research writes workspace files to /workspaces , which requires root access. Override this with the PR AF WORKDIR environment variable: 3. Configure your environment and start the agent: 4. Submit a query (in a ","default_branch":null,"files":null,"tree":[],"storefront":"/r/Agent-Field","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Agent-Field/af-deep-research/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}