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@alex-w-99 alex-w-99 commented Jan 19, 2026

Updates from:

Guide Agent updates:

  • much better command line tool for interactive with the agent
  • ContexManager -> DataStore
  • improved guide agent to use tools (examine routine/params/execution, suggest edits, validate routine)

alex-w-99 and others added 30 commits January 15, 2026 19:22
- Add StartRoutineDiscoveryJobCreationParams Pydantic model for tool schema
- Add data_models/guide_agent/ with conversation state and message types
- Add data_models/websockets/ with base WS types and guide-specific commands/responses
- Update GuideAgent with callback pattern, tool confirmation flow, state management
- Business logic stubs marked with NotImplementedError for subsequent PR

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Move all WebSocket types (base, browser, guide) into one consolidated
websockets.py file. Also move test_websockets.py from servers repo.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Replace Pydantic model + constants with a simple function stub
that colleague will implement. Guide agent now uses
register_tool_from_function and calls the function directly.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Add tool_utils.py with extract_description_from_docstring and
  generate_parameters_schema for converting Python functions to
  LLM tool definitions using pydantic TypeAdapter
- Add register_tool_from_function method to LLMClient that extracts
  name, description, and parameters schema from a function
- Add unit tests for tool_utils

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Merge GuideWebSocketClientCommandType into WebSocketClientCommandType
- Merge ParsedGuideWebSocketClientCommand into ParsedWebSocketClientCommand
- Remove Guide- prefix from response types (WebSocketMessageResponse, etc.)
- Consolidate response type enums (MESSAGE, STATE, TOOL_INVOCATION_RESULT)
- Add tests for all previously untested models and commands
- Increase test coverage from ~50% to 100% of websockets module

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
…LLM API

- Add Chat and ChatThread models extending ResourceBase with bidirectional linking
- Rename duplicate ChatMessage to EmittedChatMessage for callback messages
- Add LLMToolCall and LLMChatResponse models for tool calling support
- Implement GuideAgent with conversation logic, persistence callbacks, and
  self-aware system prompt for web automation routine creation
- Update all LLM client methods to accept messages array instead of single prompt
  (get_text_sync/async, get_structured_response_sync/async, chat_sync)
- Add run_guide_agent.py terminal chat script

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Replaces stub script with full terminal interface featuring ANSI colors,
ASCII banner, tool invocation confirmation flow, and conversation commands.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Update welcome message to describe CDP capture analysis workflow
- Add links to Vectorly docs and console
- Change banner color to purple
- Fix OpenAI client to use max_completion_tokens for GPT-5 models

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
GPT-5 models only support temperature=1 (default), so we omit the
parameter entirely to avoid API errors.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Add chat_stream_sync method to abstract, OpenAI, and Anthropic clients
- Add stream_chunk_callable parameter to GuideAgent
- Update terminal CLI to print chunks as they arrive for typewriter effect

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Add STREAM_CHUNK and STREAM_END to WebSocketStreamResponseType
- Add WebSocketStreamChunkResponse for text deltas during streaming
- Add WebSocketStreamEndResponse with full accumulated content
- Update WebSocketServerResponse union to include new types

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Update tests to use thread_id instead of guide_chat_id to match
the WebSocketStateResponse model change.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
@alex-w-99 alex-w-99 changed the title Beta v2026.01.20 Beta v2026.01.21 Jan 21, 2026
@alex-w-99 alex-w-99 changed the title Beta v2026.01.21 Beta v2026.01.22 Jan 22, 2026
@alex-w-99 alex-w-99 marked this pull request as ready for review January 22, 2026 15:12
@dimavrem22 dimavrem22 merged commit bef55f9 into main Jan 22, 2026
7 checks passed
@dimavrem22 dimavrem22 deleted the beta branch January 22, 2026 15:23
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3 participants