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compatibility middleware for provider-native tool call loops.","maintainers":[{"name":"lejahmie","email":"jamie.telin@gmail.com"}],"readme":"# @sisu-ai/mw-tool-calling\n\nLegacy compatibility middleware for provider-native tool call loops.\n\n> **Recommended for new code:** use core execution middleware from `@sisu-ai/core`:\n> - `execute` / `executeWith(opts)` for non-streaming\n> - `executeStream` (optionally as `executeStream(opts)`) for streaming\n\n[![Tests](https://github.com/finger-gun/sisu/actions/workflows/tests.yml/badge.svg?branch=main)](https://github.com/finger-gun/sisu/actions/workflows/tests.yml)\n[![CodeQL](https://github.com/finger-gun/sisu/actions/workflows/github-code-scanning/codeql/badge.svg)](https://github.com/finger-gun/sisu/actions/workflows/github-code-scanning/codeql)\n[![License](https://img.shields.io/badge/license-Apache--2.0-blue)](https://github.com/finger-gun/sisu/blob/main/LICENSE)\n[![Downloads](https://img.shields.io/npm/dm/%40sisu-ai%2Fmw-tool-calling)](https://www.npmjs.com/package/@sisu-ai/mw-tool-calling)\n[![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg)](https://github.com/finger-gun/sisu/blob/main/CONTRIBUTING.md)\n\n## Setup\n```bash\nnpm i @sisu-ai/mw-tool-calling\n```\n\n## Behavior\n- `toolCalling`: single-round compatibility mode.\n - First turn: calls `ctx.model.generate(messages, { tools, toolChoice:'auto' })`.\n - If assistant returns `tool_calls`, appends the assistant message and executes each tool.\n - Executes each unique `(name, args)` once and responds to every `tool_call_id`.\n - Handles provider quirks by reusing last args for identical tool names with missing args.\n - Second turn: asks for a pure completion (`toolChoice:'none'`).\n```mermaid\nsequenceDiagram\n autonumber\n participant A as Agent toolCalling\n participant M as Model Adapter\n participant R as Tools Registry\n participant H as Tool Handler\n\n A->>R: list\n R-->>A: tools\n A->>M: generate with tools auto\n alt tool calls\n M-->>A: assistant with tool calls\n loop each unique name args\n A->>R: resolve and validate\n R-->>A: handler\n A->>H: execute\n H-->>A: append tool message\n end\n A->>M: generate finalize none\n M-->>A: assistant completion\n else no tool calls\n M-->>A: assistant completion\n end\n\n```\n- `iterativeToolCalling`: multi-round compatibility mode.\n - Repeats calls with `toolChoice:'auto'` until the model returns a message with no `tool_calls` (max 12 iters).\n\n```mermaid\nsequenceDiagram\n autonumber\n participant A as Agent iterativeToolCalling\n participant M as Model Adapter\n participant R as Tools Registry\n participant H as Tool Handler\n\n A->>R: list\n R-->>A: tools\n loop max twelve iterations until no tool calls\n A->>M: generate with tools auto\n alt tool calls present\n M-->>A: assistant with tool calls\n loop each unique name args\n A->>R: resolve and validate\n R-->>A: handler\n A->>H: execute\n H-->>A: append tool message\n end\n else no tool calls\n M-->>A: assistant no tools\n end\n end\n A->>M: generate finalize none\n M-->>A: assistant completion\n```\n\n## Usage\n```ts\nimport { toolCalling, iterativeToolCalling } from '@sisu-ai/mw-tool-calling';\n\n// Single-round\nagent.use(toolCalling);\n\n// OR multi-round\nagent.use(iterativeToolCalling);\n```\n\n## Migration to Core Execution APIs\n\n```ts\nimport { Agent, execute, getExecutionResult } from '@sisu-ai/core';\nimport { registerTools } from '@sisu-ai/mw-register-tools';\nimport { inputToMessage } from '@sisu-ai/mw-conversation-buffer';\n\nconst app = new Agent()\n .use(registerTools([myTool]))\n .use(inputToMessage)\n .use(execute);\n\nawait app.handler()(ctx); // primary path\nconsole.log(getExecutionResult(ctx)?.text);\n```\n\n## Tool Execution Records\n\nEach executed tool call is appended to `ctx.state.toolExecutions`:\n\n```ts\ntype ToolExecutionRecord = {\n aliasName: string;\n canonicalName: string;\n callId?: string;\n args: unknown;\n result: unknown;\n};\n```\n\nThis is useful for diagnostics and post-run inspection without manually parsing `tool` messages.\n\n# Community & Support\n\nDiscover what you can do through examples or documentation. Check it out at https://github.com/finger-gun/sisu. Example projects live under [`examples/`](https://github.com/finger-gun/sisu/tree/main/examples) in the repo.\n\n- [Code of Conduct](https://github.com/finger-gun/sisu/blob/main/CODE_OF_CONDUCT.md)\n- [Contributing Guide](https://github.com/finger-gun/sisu/blob/main/CONTRIBUTING.md)\n- [License](https://github.com/finger-gun/sisu/blob/main/LICENSE)\n- [Report a Bug](https://github.com/finger-gun/sisu/issues/new?template=bug_report.md)\n- [Request a Feature](https://github.com/finger-gun/sisu/issues/new?template=feature_request.md)\n\n---\n\n## Documentation\n\n**Core** — [Package docs](packages/core/README.md) · [Error types](packages/core/ERROR_TYPES.md)\n\n**Adapters** — [OpenAI](packages/adapters/openai/README.md) · [Anthropic](packages/adapters/anthropic/README.md) · [Ollama](packages/adapters/ollama/README.md)\n\n
\nAll middleware packages\n\n- [@sisu-ai/mw-agent-run-api](packages/middleware/agent-run-api/README.md)\n- [@sisu-ai/mw-context-compressor](packages/middleware/context-compressor/README.md)\n- [@sisu-ai/mw-control-flow](packages/middleware/control-flow/README.md)\n- [@sisu-ai/mw-conversation-buffer](packages/middleware/conversation-buffer/README.md)\n- [@sisu-ai/mw-cors](packages/middleware/cors/README.md)\n- [@sisu-ai/mw-error-boundary](packages/middleware/error-boundary/README.md)\n- [@sisu-ai/mw-guardrails](packages/middleware/guardrails/README.md)\n- [@sisu-ai/mw-invariants](packages/middleware/invariants/README.md)\n- [@sisu-ai/mw-orchestration](packages/middleware/orchestration/README.md)\n- [@sisu-ai/mw-rag](packages/middleware/rag/README.md)\n- [@sisu-ai/mw-react-parser](packages/middleware/react-parser/README.md)\n- [@sisu-ai/mw-register-tools](packages/middleware/register-tools/README.md)\n- [@sisu-ai/mw-tool-calling](packages/middleware/tool-calling/README.md)\n- [@sisu-ai/mw-trace-viewer](packages/middleware/trace-viewer/README.md)\n- [@sisu-ai/mw-usage-tracker](packages/middleware/usage-tracker/README.md)\n
\n\n
\nAll tool packages\n\n- [@sisu-ai/tool-aws-s3](packages/tools/aws-s3/README.md)\n- [@sisu-ai/tool-azure-blob](packages/tools/azure-blob/README.md)\n- [@sisu-ai/tool-extract-urls](packages/tools/extract-urls/README.md)\n- [@sisu-ai/tool-github-projects](packages/tools/github-projects/README.md)\n- [@sisu-ai/tool-rag](packages/tools/rag/README.md)\n- [@sisu-ai/tool-summarize-text](packages/tools/summarize-text/README.md)\n- [@sisu-ai/tool-terminal](packages/tools/terminal/README.md)\n- [@sisu-ai/tool-web-fetch](packages/tools/web-fetch/README.md)\n- [@sisu-ai/tool-web-search-duckduckgo](packages/tools/web-search-duckduckgo/README.md)\n- [@sisu-ai/tool-web-search-google](packages/tools/web-search-google/README.md)\n- [@sisu-ai/tool-web-search-openai](packages/tools/web-search-openai/README.md)\n- [@sisu-ai/tool-wikipedia](packages/tools/wikipedia/README.md)\n
\n\n
\nAll RAG packages\n\n- [@sisu-ai/rag-core](packages/rag/core/README.md)\n
\n\n
\nAll vector packages\n\n- [@sisu-ai/vector-core](packages/vector/core/README.md)\n- [@sisu-ai/vector-chroma](packages/vector/chroma/README.md)\n
\n\n
\nAll examples\n\n**Anthropic** — [hello](examples/anthropic-hello/README.md) · [control-flow](examples/anthropic-control-flow/README.md) · [stream](examples/anthropic-stream/README.md) · [weather](examples/anthropic-weather/README.md)\n\n**Ollama** — [hello](examples/ollama-hello/README.md) · [stream](examples/ollama-stream/README.md) · [vision](examples/ollama-vision/README.md) · [weather](examples/ollama-weather/README.md) · [web-search](examples/ollama-web-search/README.md)\n\n**OpenAI** — [hello](examples/openai-hello/README.md) · [weather](examples/openai-weather/README.md) · [stream](examples/openai-stream/README.md) · [vision](examples/openai-vision/README.md) · [reasoning](examples/openai-reasoning/README.md) · [react](examples/openai-react/README.md) · [control-flow](examples/openai-control-flow/README.md) · [branch](examples/openai-branch/README.md) · [parallel](examples/openai-parallel/README.md) · [graph](examples/openai-graph/README.md) · [orchestration](examples/openai-orchestration/README.md) · [orchestration-adaptive](examples/openai-orchestration-adaptive/README.md) · [guardrails](examples/openai-guardrails/README.md) · [error-handling](examples/openai-error-handling/README.md) · [rag-chroma](examples/openai-rag-chroma/README.md) · [web-search](examples/openai-web-search/README.md) · [web-fetch](examples/openai-web-fetch/README.md) · [wikipedia](examples/openai-wikipedia/README.md) · [terminal](examples/openai-terminal/README.md) · [github-projects](examples/openai-github-projects/README.md) · [server](examples/openai-server/README.md) · [aws-s3](examples/openai-aws-s3/README.md) · [azure-blob](examples/openai-azure-blob/README.md)\n
\n\n---\n\n## Contributing\n\nWe build Sisu in the open. Contributions welcome.\n\n[Contributing Guide](CONTRIBUTING.md) · [Report a Bug](https://github.com/finger-gun/sisu/issues/new?template=bug_report.md) · [Request a Feature](https://github.com/finger-gun/sisu/issues/new?template=feature_request.md) · [Code of Conduct](CODE_OF_CONDUCT.md)\n\n---\n\n
\n\n**[Star on GitHub](https://github.com/finger-gun/sisu)** if Sisu helps you build better agents.\n\n*Quiet, determined, relentlessly useful.*\n\n[Apache 2.0 License](LICENSE)\n\n
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