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- Added `mcps` package with `CreateMCPClients` function to initialize MCP clients. - Updated `PolyLLM` to support MCP server configurations and tools. - Modified `GetProvider` to `preProcess` to handle model tools and MCP server initialization. - Updated `Providers` JSON and Go code to remove unnecessary fields. - Added `WithMCPServerConfig` and `WithProviders` options for `PolyLLM` configuration.
- Updated SSE handling to skip chunks without choices. - Added new function `llmToolToMCPToolRequest` to convert LLM tool calls to MCP tool requests. - Refactored `ChatCompletion` method to introduce `chatCompletion` and `streamingFunc` for better separation of concerns. - Implemented tool invocation logic within `streamingFunc` to handle and return tool responses.
- Introduced `finalToolCalls` to accumulate tool calls across streaming responses. - Modified `streamingFunc` to accept `finalToolCalls` and update it based on new tool calls. - Added logic to handle `FinishReasonToolCalls` to invoke MCP tools and send their results to the user. - Updated `toolCalls` extraction to use `choice.Delta.ToolCalls` directly. - Ensured `finalToolCalls` is reset after invoking MCP tools to prevent repeated usage.
…ients (main) - Updated log message to specify "mcp server" instead of just "server" - Added log message after server initialization to confirm successful setup
- Added comprehensive documentation on configuration, including JSON configuration file and MCP configuration. - Introduced new sections in README for using configuration files and MCP with code examples. - Updated Features section to highlight MCP Support and Configuration File capabilities. - Modified CLI usage examples to include configuration file support. - Renamed `providers.json` to `builtin-llm-providers.json` and refactored provider-related files into the `llms` package. - Added new files for LLM interface and model management: `llm.go`, `llm_models.go`, and others. - Created utility functions for converting between MCP tools and LLM tools. - Refactored project structure to better organize LLM and MCP providers, client implementations, and options. - Enhanced logging with color-coded outputs and structured logging using `slog`. - Introduced configuration loading functionality for initializing PolyLLM with custom settings.
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