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justram/pi-serini
justram/pi-serini: Does a lexical retriever suffice as large language models (LLMs) become more capable in an agentic loop? This question naturally arises when building deep research systems. We revisit it by pairing BM25 with frontier LLMs that have better reasoning and tool-use abilities. To s...
AgentScore
16.9+0.32
+0.32 vs 24h ago
Adoption15.7
Quality—
Momentum60.0
Community15.6
Quality unrated · weight redistributed
CapabilitiesBrowsingCode Generation
DeploymentIde Plugin
MaturityExperimental
Score breakdown
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Pillar contributions
- GitHub stars75→ 31.3MCP registry listing0→ 0.0
Pillar = mean of 2 scaled values = 15.7.
Awaiting first reading — these signals apply to this agent and will be ingested on the next tier tick: npm weekly installs, SO questions (7d), Product Hunt upvotes, Docker Hub pulls, Crates.io downloads (90d), Tech-news mentions (30d)
Not applicable — this agent doesn't have the prerequisite (no GitHub repo, no HF mirror, etc.) for these signals to ever apply: HF downloads (30d), PyPI monthly installs
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