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- cupfox-config.nix: add Open WebUI container with chat.researchstack.info proxy, gather-metrics service/timer, rclone, and tmpfiles for persistent storage - Lean semantics: reduce axiom count from 109 to 18 across 10 files; FixedPoint now 0 axioms, 0 sorries with 12 theorems - Documentation: update AGENTS.md with current axiom/sorry counts and FixedPoint status; refine bind signature - Add topology scripts, CGA/FAMM/GeneticOptimizer/MMRFAMM Lean modules, devcontainer config, MEMORY.md, and Modelfile
255 lines
11 KiB
Text
255 lines
11 KiB
Text
/- Copyright (c) 2026 Sovereign Research Stack. All rights reserved.
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Released under Apache 2.0 license as described in the file LICENSE.
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Authors: Research Stack Team
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SwarmQueryAPI.lean — Native Lean Swarm Query Interface
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Replaces tools/swarm_api.py (FastAPI/Python) with a pure Lean implementation
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that routes through the OmnidirectionalInterface + SubagentOrchestrator.
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Architecture:
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SwarmQueryRequest
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│
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▼
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SwarmQueryAPI.handle
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│
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▼
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OmnidirectionalInterface.RouterState.route (into target Subsystem)
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│
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▼
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SubagentOrchestrator domain expert
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│
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▼
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QueryResult → SwarmQueryResponse
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Per AGENTS.md:
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- Q16_16 fixed-point for scoring (§1.4)
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- PascalCase types, camelCase functions (§2)
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- Theorems for correctness (§4)
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-/
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import Mathlib.Data.Nat.Basic
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import Mathlib.Data.List.Basic
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import Mathlib.Tactic
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import Lean.Data.Json
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import Semantics.FixedPoint
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import Semantics.SubagentOrchestrator
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import Semantics.OmnidirectionalInterface
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namespace Semantics.SwarmQueryAPI
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open Lean Semantics
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open Semantics.SubagentOrchestrator (Domain)
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open Semantics.OmnidirectionalInterface (Subsystem RoutedQuery QueryResult RouterState)
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-- ═══════════════════════════════════════════════════════════════════════════
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-- §1 Typed query model (replaces Pydantic SwarmQueryRequest)
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-- ═══════════════════════════════════════════════════════════════════════════
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structure QueryLimit where
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value : Nat
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deriving Repr, DecidableEq, Inhabited, ToJson, FromJson
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def QueryLimit.mk? (n : Nat) : QueryLimit :=
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if n ≤ 1000 then ⟨n⟩ else ⟨1000⟩
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inductive FormalStatus
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| proven
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| stated
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| conjectured
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| unknown
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deriving Repr, DecidableEq, Inhabited, ToJson, FromJson
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structure SwarmQueryRequest where
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subjects : List String
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keywords : List String
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formalStatus : Option FormalStatus
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requireLeanFormalization : Bool
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limit : QueryLimit
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includeMetadata : Bool
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deriving Repr, Inhabited, ToJson, FromJson
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def SwarmQueryRequest.empty : SwarmQueryRequest :=
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{ subjects := []
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keywords := []
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formalStatus := none
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requireLeanFormalization := false
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limit := QueryLimit.mk? 20
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includeMetadata := false }
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-- ═══════════════════════════════════════════════════════════════════════════
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-- §2 Typed response (replaces SwarmQueryResponse)
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-- ═══════════════════════════════════════════════════════════════════════════
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structure EntityRecord where
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entityId : String
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subject : String
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name : String
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statement : String
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formalStatus : FormalStatus
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hasLeanModule : Bool
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deriving Repr, Inhabited, ToJson, FromJson
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structure SwarmStats where
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agentCount : Nat
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activeQueries : Nat
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systemConfidence : Q16_16
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networkMode : Bool
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deriving Repr, Inhabited, ToJson, FromJson
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def getStats : SwarmStats :=
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let agents := Semantics.SubagentOrchestrator.Domain.all
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{ agentCount := agents.length
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activeQueries := 0
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systemConfidence := Q16_16.one
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networkMode := true }
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structure SwarmQueryResponse where
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success : Bool
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results : List EntityRecord
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count : Nat
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confidence : Q16_16
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suggestions : List String
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routedTo : Subsystem
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deriving Repr, Inhabited, ToJson, FromJson
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-- ═══════════════════════════════════════════════════════════════════════════
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-- §3 Request → RoutedQuery translation
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-- ═══════════════════════════════════════════════════════════════════════════
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def chooseSubsystem (req : SwarmQueryRequest) : Subsystem :=
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let subjectsLower := req.subjects.map String.toLower
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if subjectsLower.any (· == "gpu") then Subsystem.gpuDuty
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else if subjectsLower.any (· == "rclone") then Subsystem.rclone
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else if subjectsLower.any (· == "domain-model") then Subsystem.domainModel
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else if req.requireLeanFormalization then Subsystem.mathDb
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else Subsystem.swarm
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def serializeQuery (req : SwarmQueryRequest) : String :=
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let subs := String.intercalate "," req.subjects
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let kws := String.intercalate " " req.keywords
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let fs := match req.formalStatus with
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| some .proven => "proven"
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| some .stated => "stated"
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| some .conjectured => "conjectured"
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| some .unknown => "unknown"
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| none => "any"
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s!"subjects={subs}|keywords={kws}|formalStatus={fs}|requireLean={req.requireLeanFormalization}"
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def toRoutedQuery (req : SwarmQueryRequest) (queryId : String) (timestamp : Nat) : RoutedQuery :=
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{ queryId := queryId
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target := chooseSubsystem req
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queryText := serializeQuery req
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priority := req.limit.value
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timestamp := timestamp }
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-- ═══════════════════════════════════════════════════════════════════════════
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-- §4 Confidence scoring
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-- ═══════════════════════════════════════════════════════════════════════════
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def confidenceFromResults (resultCount : Nat) (limit : QueryLimit) : Q16_16 :=
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if limit.value = 0 then Q16_16.zero
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else if resultCount ≥ limit.value then Q16_16.one
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else Q16_16.div (Q16_16.ofNat resultCount) (Q16_16.ofNat limit.value)
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-- ═══════════════════════════════════════════════════════════════════════════
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-- §5 Suggestion generator
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-- ═══════════════════════════════════════════════════════════════════════════
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def generateSuggestions (req : SwarmQueryRequest) (results : List EntityRecord) : List String :=
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let empty : List String := []
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let s1 := if results.isEmpty then
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"Try broadening your search terms or using different keywords." :: empty
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else
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"Review the formal status of these entities for Lean 4 implementation." :: empty
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let s2 := if req.subjects.isEmpty then s1
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else ("Consider exploring related subjects: " ++ String.intercalate ", " req.subjects) :: s1
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let s3 := if req.requireLeanFormalization then
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"Results restricted to Lean-formalized entities." :: s2
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else s2
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s3
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-- ═══════════════════════════════════════════════════════════════════════════
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-- §6 Result filtering
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-- ═══════════════════════════════════════════════════════════════════════════
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def applyFilters (req : SwarmQueryRequest) (records : List EntityRecord) : List EntityRecord :=
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records.filter fun r =>
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let subjectMatch := req.subjects.isEmpty ||
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req.subjects.any (fun s : String => decide ((r.subject.toLower.splitOn s.toLower).length > 1))
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let statusMatch := match req.formalStatus with
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| some fs => r.formalStatus = fs
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| none => true
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let leanMatch := !req.requireLeanFormalization || r.hasLeanModule
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subjectMatch && statusMatch && leanMatch
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def applyLimit (req : SwarmQueryRequest) (records : List EntityRecord) : List EntityRecord :=
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records.take req.limit.value
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-- ═══════════════════════════════════════════════════════════════════════════
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-- §7 Top-level handler
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-- ═══════════════════════════════════════════════════════════════════════════
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def handle (req : SwarmQueryRequest) (rawRecords : List EntityRecord) : SwarmQueryResponse :=
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let filtered := applyFilters req rawRecords
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let limited := applyLimit req filtered
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{ success := true
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results := limited
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count := limited.length
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confidence := confidenceFromResults limited.length req.limit
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suggestions := generateSuggestions req limited
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routedTo := chooseSubsystem req }
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def runViaOrchestrator
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(state : RouterState) (req : SwarmQueryRequest)
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(queryId : String) (timestamp : Nat)
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(rawRecords : List EntityRecord) :
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RouterState × SwarmQueryResponse :=
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let rq := toRoutedQuery req queryId timestamp
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let routed := state.route rq
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let response := handle req rawRecords
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let result : QueryResult :=
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{ queryId := queryId
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source := rq.target
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success := response.success
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data := s!"count={response.count}"
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confidence := response.confidence }
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let completed := routed.complete result
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(completed, response)
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-- ═══════════════════════════════════════════════════════════════════════════
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-- §8 Theorems
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-- ═══════════════════════════════════════════════════════════════════════════
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/--
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handle respects the request limit: the result count is bounded
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by the limit value after applying both filters and limit.
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-/
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theorem handle_respects_limit (req : SwarmQueryRequest) (rawRecords : List EntityRecord) :
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(handle req rawRecords).count ≤ req.limit.value := by
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unfold handle applyLimit
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simp
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/--
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handle does not invent records: every result in the output
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appears in the filtered version of the input records.
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-/
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theorem handle_subset_of_filtered (req : SwarmQueryRequest) (rawRecords : List EntityRecord) :
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(handle req rawRecords).results ⊆ applyFilters req rawRecords := by
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unfold handle applyLimit
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exact List.take_subset _ _
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/--
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When requireLeanFormalization is true and the subjects don't name
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a specific subsystem, the query routes to mathDb.
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-/
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theorem lean_query_routes_to_mathdb (req : SwarmQueryRequest)
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(hLean : req.requireLeanFormalization)
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(hNoGpu : (req.subjects.map String.toLower).any (· == "gpu") = false)
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(hNoRclone : (req.subjects.map String.toLower).any (· == "rclone") = false)
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(hNoDomain : (req.subjects.map String.toLower).any (· == "domain-model") = false) :
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chooseSubsystem req = Subsystem.mathDb := by
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unfold chooseSubsystem
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simp [hLean, hNoGpu, hNoRclone, hNoDomain]
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end Semantics.SwarmQueryAPI
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