Deepflow
completed
Cli Tool
cli / json · small
66
Files
5,827
LOC
2
Frameworks
7
Languages
Pipeline State
completedRun ID
#185417Phase
doneProgress
0%Started
2026-04-10 08:21:01Finished
2026-04-10 08:21:01LLM tokens
0Partial failures: SYMBOL_EXTRACTION: SymbolRecord.__init__() got an unexpected keyword argument 'tsv'; AI_REASONING: SymbolRecord.__init__() got an unexpected keyword argument 'tsv'
Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
62.38Framework unique
—Isolation
—Last stage change
2026-05-10 03:34:40Deduplication group #1935522
Member of a group with 2 similar repo(s) — canonical #184706 view group →
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🧪 Code Distillation
Browse all specs →Sample distilled functions (click for full spec)
make_fetch_url_toolGenerates and returns a callable tool designed to retrieve content from a specified web address. This tool accepts a single string argument representing the URL to fetch. It outputs the retrieved content, attempting to convert HTML content into markdown format while returning raw text for other type
make_web_search_toolGenerates a callable web search utility that accepts a configuration object containing provider status. This resulting tool requires a search query string and optionally accepts the desired number of results and a topic type. It searches the web using Tavily if available, falling back to DDGS otherw
create_runtime_toolsGenerates a list containing two specialized tools designed for a research runtime environment. It accepts a single argument, an object conforming to the DeepFlowSettings structure, to configure these tools. The function returns a list containing instances of a web search tool and a URL fetching tool
AI Prompt
Create a command-line interface (CLI) tool using Python that acts as a structured integration layer, similar to DeepFlow. I need it to manage and operationalize Deep Agents, allowing me to use a shared runtime for multiple interfaces. The CLI should support local development and Docker deployment stories. Since it's an integration layer, please ensure it can interact with components that might be used in a project-specific runtime API or potentially integrate with Langflow. The project structure should be manageable, perhaps utilizing FastAPI for an API component alongside the CLI.
python cli fastapi langchain agent integration docker json pytest
Generated by gemma4:latest
Catalog Information
Create a command-line interface (CLI) tool using Python that acts as a structured integration layer, similar to DeepFlow. I need it to manage and operationalize Deep Agents, allowing me to use a shared runtime for multiple interfaces. The CLI should support local development and Docker deployment stories. Since it's an integration layer, please ensure it can interact with components that might be used in a project-specific runtime API or potentially integrate with Langflow. The project structure
Tags
python cli fastapi langchain agent integration docker json pytest
Security & Health
212
Vulnerabilities
21
Critical CVEs
86.8h
Tech Debt (E)
High
DORA Rating
Repobility · MCP-ready · https://repobility.com
C
OWASP (70%)
FAIL
Quality Gate
1.7%
Duplication
Languages
Frameworks
FastAPI pytest
Symbols
variable40
function37
method28
constant10
class8
property6
Threat Findings
212
Total Threats
21
Critical
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55
High
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BinComp Dependency Hardening
All packages →8 of this repo's dependencies have been scanned for binary hardening. Grade reflects RELRO / stack canary / FORTIFY / PIE coverage.