Documentation
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Overview ¶
Package researchsynthesize implements the synthesize_answer component from ADR-045 Phase 1 (PR 5 of six per docs/operations/22-adr045-phase1-plan.md).
synthesize_answer is the chain's terminal LLM stage. It receives a publish trigger on component.synthesize_answer.<loop_id>, reads the upstream research.Intent + research.ExecutionOutput payloads (and the research.RouteDecision when present, for the DecompTrace audit), builds a structured-emit prompt, calls the configured research_synthesis LLM endpoint, parses the model's JSON output, runs quote-back validation, and writes the research.SearchResult envelope at search_result.complete.<loop_id> per ADR-045 R6 — the continuation rule (R6 in PR 6) watches this terminal trigger key to deliver the result back to the parent loop. The trigger key names the payload shape, not the producing component, so the continuation rule's key_pattern stays stable across synthesizer reshuffles.
Architectural notes:
LLM-wrapping component, not agent-wrapping. Direct LLM call via the configured CapabilityResearchSynthesis endpoint.
Quote-back validation: every ObjectStoreRef and EntityID the model emits in evidence_refs MUST appear in the input evidence array. Refs that do not match are stripped and a Warn is emitted; if the model emits zero valid refs against a non- empty evidence array, the synthesis is downgraded to degraded so operators can spot drift quickly. This enforces ADR-045's "no fabricated refs" contract.
DecompTrace is constructed server-side from the RouteDecision + ExecutionOutput; the model is not asked to spell it. The chain is the authoritative source of structural-decision history.
Per-loop evidence sample is bounded by config (MaxEvidenceInPrompt) so the prompt stays within small-model context windows. Evidence is rendered with stable ordering (Score descending; ties broken by EntityID) so the same loop replayed produces byte-identical prompts.
Authored synthesis prose carries no rule-matchable predicate — rules pattern-match on the SearchResult schema (Synthesis present, evidence_refs present), not on prose content.
All public methods are safe for concurrent use across loops; the component holds no per-call mutable state. Same pattern as research-graph-assess + research-graph-route.
Index ¶
- Constants
- func NewProcessor(rawConfig json.RawMessage, deps component.Dependencies) (component.Discoverable, error)
- func Register(registry *component.Registry) error
- type Component
- func (c *Component) ConfigSchema() component.ConfigSchema
- func (c *Component) DataFlow() component.FlowMetrics
- func (c *Component) Health() component.HealthStatus
- func (c *Component) Initialize() error
- func (c *Component) InputPorts() []component.Port
- func (c *Component) Meta() component.Metadata
- func (c *Component) OutputPorts() []component.Port
- func (c *Component) Start(ctx context.Context) error
- func (c *Component) Stop(timeout time.Duration) error
- type Config
- type LoopStore
- type Synthesizer
Constants ¶
const ( // DefaultSynthesizeTimeout caps the structured-emit LLM call. // Set to 30s because natsclient.Client.Subscribe wraps the // per-message handler in a 30-second timeout context // (natsclient/client.go ~line 684) — any synthesize_timeout // above 30s is silently clipped by the subscription wrapper // before reaching the LLM call. Operators tuning past 30s // should raise the natsclient cap; the component-side knob // alone won't reach the wire. DefaultSynthesizeTimeout = 30 * time.Second // DefaultMaxResponseTokens caps the LLM's response budget. The // synthesis text can be long; 2048 is the production default, // operators can raise via capability.research_synthesis. DefaultMaxResponseTokens = 2048 // DefaultMaxEvidenceInPrompt caps how many ExecutionOutput // evidence items the prompt embeds. Higher than assess's cap // because synthesis needs to ground its prose in concrete // references — but still bounded so the prompt fits common // context windows. DefaultMaxEvidenceInPrompt = 30 // DefaultMaxSnippetCharsInPrompt caps per-evidence SnippetText // chars rendered in the prompt. Higher than assess because // synthesis quotes snippets directly into the answer; truncated // snippets shrink the answer's grounding. DefaultMaxSnippetCharsInPrompt = 480 )
Default knobs surfaced as exported constants so the prompt-builder tests and operator docs can reference them by name rather than duplicating literals.
const ComponentName = "research-graph-synthesize"
ComponentName is the canonical registry name + log subsystem.
Variables ¶
This section is empty.
Functions ¶
func NewProcessor ¶
func NewProcessor(rawConfig json.RawMessage, deps component.Dependencies) (component.Discoverable, error)
NewProcessor is the component-factory shape registered with the component registry.
Types ¶
type Component ¶
type Component struct {
// contains filtered or unexported fields
}
Component implements the synthesize_answer processor. Same structural shape as research-graph-route + research-graph-assess.
func (*Component) ConfigSchema ¶
func (c *Component) ConfigSchema() component.ConfigSchema
ConfigSchema implements Discoverable.
func (*Component) DataFlow ¶
func (c *Component) DataFlow() component.FlowMetrics
DataFlow implements Discoverable.
func (*Component) Health ¶
func (c *Component) Health() component.HealthStatus
Health implements Discoverable.
func (*Component) Initialize ¶
Initialize is part of the LifecycleComponent contract.
func (*Component) InputPorts ¶
InputPorts implements Discoverable.
func (*Component) OutputPorts ¶
OutputPorts implements Discoverable. synthesize_answer has no NATS-publishing output port: emits are KV writes to AGENT_LOOPS.
type Config ¶
type Config struct {
Ports *component.PortConfig `` /* 177-byte string literal not displayed */
LoopsBucket string `` /* 175-byte string literal not displayed */
SynthesizeTimeout time.Duration `` /* 330-byte string literal not displayed */
MaxResponseTokens int `` /* 158-byte string literal not displayed */
MaxEvidenceInPrompt int `` /* 289-byte string literal not displayed */
MaxSnippetCharsInPrompt int `` /* 214-byte string literal not displayed */
}
Config holds operator-tunable knobs for the synthesize_answer component.
LLM wiring follows the same model-registry capability seam as route_search + assess_sufficiency: operator declares CapabilityResearchSynthesis in the model registry; the component resolves it at Start() time. Absence is a startup error.
func DefaultConfig ¶
func DefaultConfig() Config
DefaultConfig returns a default Config skeleton with the standard synthesize_answer input port.
func (*Config) ApplyDefaults ¶
func (c *Config) ApplyDefaults()
ApplyDefaults fills in defaults for unset fields.
type LoopStore ¶
type LoopStore interface {
GetIntent(ctx context.Context, loopID string) (*research.Intent, error)
GetExecutionOutput(ctx context.Context, loopID string) (*research.ExecutionOutput, error)
// GetRouteDecision returns (nil, nil) when the key is absent so
// the synthesizer can degrade gracefully — RouteDecision is
// observability-grade, not load-bearing for synthesis itself.
GetRouteDecision(ctx context.Context, loopID string) (*research.RouteDecision, error)
PutSearchResult(ctx context.Context, loopID string, envelope []byte) error
PutSnapshot(ctx context.Context, loopID string, envelope []byte) error
}
LoopStore is the AGENT_LOOPS read/write surface this component consumes. The RouteDecision read is optional — when present, the DecompTrace captures the router's structural choice; when missing (synthesize_directly fast-path, or a misordered chain), the trace is built from the ExecutionOutput alone.
type Synthesizer ¶
type Synthesizer interface {
Synthesize(ctx context.Context, systemPrompt, userPrompt string, maxResponseTokens int) (content string, reason string, err error)
}
Synthesizer is the narrow LLM surface this component consumes. Production satisfies it via llmSynthesizerAdapter wrapping a real graph/llm.Client; tests substitute a fake.
Synthesize returns the raw response Content + a short reason string the adapter can use for error diagnostics. The handler parses the Content as JSON, applies quote-back validation, and folds the result into a research.SearchResult.
Source Files