Docs.rs

A lightweight benchmark uploader

Raw FFI bindings to libkrun — lightweight VM engine for sandboxed code execution

Rex session and Worktrunk worktree management with fzf

Output parsers: String, JSON, Structured, List, Enum — all composable as Runnable

Conversation memory: Buffer, Window, Summary, SummaryBuffer, TokenBuffer strategies

Milvus vector store for Synaptic

Prompt templates: ChatPromptTemplate, FewShotChatMessagePromptTemplate

Langfuse observability integration for Synaptic

Prometheus metrics exporter for Synaptic agent telemetry

Evaluation: ExactMatch, JsonValidity, Regex, EmbeddingDistance, LLMJudge evaluators

OpenSearch vector store for Synaptic

Confluence document loader for Synaptic

Container sandbox for secure code execution — Docker and Apple Container backends

Document retrieval: BM25, MultiQuery, Ensemble, Compression, SelfQuery, ParentDocument

Browser automation tools for the Synaptic AI agent framework