Ross ROSS = Recommend OSS · open-source software intelligence for agents

sentient-agi/OpenDeepSearch

SOTA search powered LLM observed · 2026-08-28

github.com/sentient-agi/OpenDeepSearch · Python · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

26/100

  • Activity 14
  • Release rhythm 35
  • Longevity 37

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 531
  • days_rel: n/a
  • days_push: 516
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

3842 stars · 343 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

OpenDeepSearch is an open-source search tool that augments LLMs and reasoning agents with web search capabilities, aiming to match closed-source deep research products. It integrates with Hugging Face's smolagents and supports pluggable search backends like SearXNG and Serper.

Use cases

  • add web search to my llm agent
  • open source alternative to perplexity deep research
  • give my chatbot real-time web search
  • build a research agent that searches the web
  • deep search with open models
  • integrate search tooling into smolagents

When to choose

  • you want an open-source, self-hostable deep search stack for LLM agents
  • you already use smolagents or Hugging Face tooling
  • you need pluggable search providers and re-ranking

When to avoid

  • you need a polished commercial search API with SLAs
  • you want a no-code consumer search product
  • your project is not Python-based

Facets

library · maturity active

search-engine agent-framework rag llm-inference web-scraping artificial-intelligence large-language-models python cli open-source-search reasoning-agents smolagents perplexity-clone web-search-tool search retrieval-augmented-generation ai-agents

1 source

Member repositories

RepositoryRoleHealth v2
sentient-agi/OpenDeepSearchmain26

For agents

markdown · JSON · MCP: product_card(name="sentient-agi/OpenDeepSearch")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem