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LLM provider SDK with local tool execution for OpenAI-compatible APIs","maintainers":[{"name":"filipenos","email":"filipenos@gmail.com"}],"readme":"# agent-hub-llm-sdk\n\nSDK genérico para executar LLMs com tool-calling local, compatível com qualquer API no formato OpenAI.\n\n## LLMs suportadas\n\n| Provider | URL Base | API Key | Models sugeridos |\n|----------|----------|---------|-----------------|\n| **Ollama** | editável (local) | opcional | gemma4, llama3.1, qwen2.5-coder, deepseek-coder-v2, codestral |\n| **LM Studio** | editável (local) | opcional | qualquer modelo carregado no servidor |\n| **Grok (xAI)** | `https://api.x.ai/v1` | obrigatória | grok-3, grok-3-mini, grok-2 |\n| **OpenRouter** | `https://openrouter.ai/api/v1` | obrigatória | claude-sonnet-4, gemini-2.5-pro, llama-3.1-405b |\n| **Groq** | `https://api.groq.com/openai/v1` | obrigatória | llama-3.3-70b-versatile, gemma2-9b-it, mixtral-8x7b |\n| **DeepSeek** | `https://api.deepseek.com/v1` | obrigatória | deepseek-chat, deepseek-coder, deepseek-reasoner |\n| **NVIDIA NIM** | `https://integrate.api.nvidia.com/v1` | obrigatória | meta/llama-3.3-70b-instruct, meta/llama-3.1-405b-instruct, meta/llama-3.1-70b-instruct, mistralai/mistral-medium-3.5-128b |\n| **Custom** | editável | opcional | qualquer modelo |\n\nQualquer API compatível com o formato OpenAI (`/v1/chat/completions` com tool calling) pode ser usada via **Custom**.\n\n## Como funciona\n\nO SDK implementa um **tool-calling loop** local:\n\n1. Monta o system prompt + tools e envia para a API\n2. Se a resposta contém `tool_calls`, executa localmente\n3. Devolve o resultado da tool para a API\n4. Repete até a API retornar a resposta final (sem tool calls)\n\n### Tools disponíveis\n\n| Tool | Descrição |\n|------|-----------|\n| `read_file` | Lê arquivo com numeração de linhas |\n| `write_file` | Cria ou sobrescreve arquivo |\n| `edit_file` | Substituição exata de string em arquivo |\n| `run_bash` | Executa comando shell |\n| `glob` | Busca arquivos por padrão glob |\n| `grep` | Busca conteúdo em arquivos (regex) |\n| `list_directory` | Lista diretório |\n\n## Uso\n\n```javascript\nimport { runGeneric } from 'agent-hub-llm-sdk';\n\nconst result = await runGeneric({\n  cwd: '/path/to/project',\n  prompt: 'Leia o package.json e me diga a versão',\n  agentFlags: ['--base-url', 'http://localhost:11434/v1', '-m', 'gemma4'],\n});\n\nconsole.log(result.answer);\n```\n\n### Variáveis de ambiente\n\n| Variável | Descrição |\n|----------|-----------|\n| `GENERIC_BASE_URL` | URL base da API |\n| `GENERIC_MODEL` | Modelo padrão |\n| `GENERIC_API_KEY` | API key |\n\nAs flags `--base-url`, `-m`/`--model` e `--api-key` têm prioridade sobre as variáveis de ambiente.\n\n## `max_tokens`\n\nLimite de tokens gerados pelo modelo numa única resposta — soma de `content` + `tool_calls` + `reasoning_content` (em modelos que pensam). 1 token ≈ 3 caracteres em PT.\n\nDefault do SDK: **8192** (`DEFAULT_MAX_TOKENS` em `src/client.js`).\n\n| Tipo de modelo | Sugestão | Exemplos |\n|---|---|---|\n| Conversacionais | `4096–8192` | Llama, Mistral, Qwen, Gemma, Claude |\n| Reasoning leves | `8192–16384` | Nemotron, R1-Distill |\n| Reasoning pesados | `16384–32768` | DeepSeek R1, GLM-4.7+, o1-style |\n\nSintoma de valor baixo demais em reasoning model: resposta vem vazia, com `finish_reason: \"length\"` — o modelo esgotou o orçamento gerando `reasoning_content` antes de chegar no `content` final.\n\nConfigurável por LLM no dashboard (campo \"Max tokens por resposta\") ou via `runGeneric({ maxTokens: N })`.\n\n## Testes\n\n```bash\nnpm -w agent-hub-llm-sdk test\n```\n","readmeFilename":"README.md"}