SalesforceAIResearch/enterprise-deep-research

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1203 stars · 191 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Enterprise Deep Research (EDR) is a multi-agent deep research system from Salesforce AI Research that combines a master planning agent, specialized search agents, MCP-based tools, and a visualization agent to produce automated research reports. It includes a FastAPI backend and React web UI, supports real-time steering and human-in-the-loop guidance, and ranks #1 on LiveResearchBench.

Use cases

• generate comprehensive research reports on complex queries automatically
• run multi-agent web research with academic, GitHub, and LinkedIn search
• benchmark deep research agents on EDR-200 and leaderboards
• steer ongoing research in real time with human feedback
• analyze enterprise data with NL2SQL and file analysis tools
• self-host an AI research assistant for my organization

When to choose

• you need automated, citation-backed deep research reports
• you want a self-hosted multi-agent research pipeline with extensible MCP tools
• you need human-in-the-loop steering during long research runs
• you are evaluating deep research systems against benchmarks

When to avoid

• you need a simple single-shot LLM query without research orchestration
• you cannot provide LLM API keys or self-host a Python/React stack
• you need a lightweight chatbot rather than a full research workflow

Facets

application · maturity active

agent-framework rag search-engine llm-inference data-visualization benchmarking mcp artificial-intelligence large-language-models erp developer-tools python self-hosted deep-research multi-agent-system report-generation human-in-the-loop fastapi langchain web-search nl2sql enterprise-ai ai-agents search web-server docker

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markdown · JSON · MCP: product_card(name="SalesforceAIResearch/enterprise-deep-research")