Interfaces

This page lists the core interfaces in Chronos. Implement these to extend the framework with custom providers, storage backends, guardrails, hooks, and sandboxes.

model.Provider

The LLM provider interface. All model backends implement this.

Package: engine/model

type Provider interface {
    Chat(ctx context.Context, req *ChatRequest) (*ChatResponse, error)
    StreamChat(ctx context.Context, req *ChatRequest) (<-chan *ChatResponse, error)
    Name() string
    Model() string
}

Method	Description
Chat	Send a request and receive a complete response
StreamChat	Return a channel of partial responses for streaming
Name	Human-readable provider name (e.g., “openai”)
Model	Default model ID (e.g., “gpt-4o”)

Implementations: OpenAI, Anthropic, Gemini, Mistral, Ollama, AzureOpenAI, OpenAICompatible, FallbackProvider

---

model.EmbeddingsProvider

Provider for text embeddings, used in RAG pipelines.

Package: engine/model

type EmbeddingsProvider interface {
    Embed(ctx context.Context, req *EmbeddingRequest) (*EmbeddingResponse, error)
}

Implementations: OpenAIEmbeddings, OllamaEmbeddings, CachedEmbeddings

---

model.TokenCounter

Estimates token counts for messages.

Package: engine/model

type TokenCounter interface {
    CountTokens(messages []Message) int
    CountString(s string) int
}

Implementations: EstimatingCounter (4-chars-per-token heuristic)

---

storage.Storage

The primary persistence interface. All storage adapters implement this (18 methods).

Package: storage

type Storage interface {
    // Sessions
    CreateSession(ctx context.Context, s *Session) error
    GetSession(ctx context.Context, id string) (*Session, error)
    UpdateSession(ctx context.Context, s *Session) error
    ListSessions(ctx context.Context, agentID string, limit, offset int) ([]*Session, error)

    // Memory
    PutMemory(ctx context.Context, m *MemoryRecord) error
    GetMemory(ctx context.Context, agentID, key string) (*MemoryRecord, error)
    ListMemory(ctx context.Context, agentID string, kind string) ([]*MemoryRecord, error)
    DeleteMemory(ctx context.Context, id string) error

    // Audit logs
    AppendAuditLog(ctx context.Context, log *AuditLog) error
    ListAuditLogs(ctx context.Context, sessionID string, limit, offset int) ([]*AuditLog, error)

    // Traces
    InsertTrace(ctx context.Context, t *Trace) error
    GetTrace(ctx context.Context, id string) (*Trace, error)
    ListTraces(ctx context.Context, sessionID string) ([]*Trace, error)

    // Event ledger
    AppendEvent(ctx context.Context, e *Event) error
    ListEvents(ctx context.Context, sessionID string, afterSeq int64) ([]*Event, error)

    // Checkpoints
    SaveCheckpoint(ctx context.Context, cp *Checkpoint) error
    GetCheckpoint(ctx context.Context, id string) (*Checkpoint, error)
    GetLatestCheckpoint(ctx context.Context, sessionID string) (*Checkpoint, error)
    ListCheckpoints(ctx context.Context, sessionID string) ([]*Checkpoint, error)

    // Lifecycle
    Migrate(ctx context.Context) error
    Close() error
}

Implementations: sqlite.Store, postgres.Store, redis.Store, mongo.Store, dynamo.Store

---

storage.VectorStore

Vector storage for embeddings, used by the knowledge/RAG system.

Package: storage

type VectorStore interface {
    Upsert(ctx context.Context, collection string, embeddings []Embedding) error
    Search(ctx context.Context, collection string, query []float32, topK int) ([]SearchResult, error)
    Delete(ctx context.Context, collection string, ids []string) error
    CreateCollection(ctx context.Context, name string, dimension int) error
    Close() error
}

Implementations: qdrant.Store, pinecone.Store, weaviate.Store, milvus.Store, redisvector.Store

---

knowledge.Knowledge

The RAG knowledge base interface.

Package: sdk/knowledge

type Knowledge interface {
    Load(ctx context.Context) error
    Search(ctx context.Context, query string, topK int) ([]Document, error)
    Close() error
}

Implementations: VectorKnowledge

---

guardrails.Guardrail

Input/output validation interface.

Package: engine/guardrails

type Guardrail interface {
    Check(ctx context.Context, content string) Result
}

Result has fields Passed bool and Reason string.

Implementations: BlocklistGuardrail, MaxLengthGuardrail

---

hooks.Hook

Middleware interface for intercepting execution events.

Package: engine/hooks

type Hook interface {
    Before(ctx context.Context, evt *Event) error
    After(ctx context.Context, evt *Event) error
}

Implementations: LoggingHook, RetryHook, RateLimitHook, CostTracker, CacheHook, MetricsHook, Chain

---

sandbox.Sandbox

Isolated execution interface for running untrusted code.

Package: sandbox

type Sandbox interface {
    Execute(ctx context.Context, command string, args []string, timeout time.Duration) (*Result, error)
    Close() error
}

Implementations: ProcessSandbox, ContainerSandbox