fix: Wrapper architecture: framework-adapter migration broken, duplicate persistence stack, and dead tool#2084
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fix: Wrapper architecture: framework-adapter migration broken, duplicate persistence stack, and dead tool#2084MervinPraison wants to merge 5 commits into
MervinPraison wants to merge 5 commits into
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…cate stack, clean dead code - Fix framework adapter signature mismatches (Issue 1) - Update all adapters to accept tools_dict, agent_callback, task_callback, cli_config kwargs - Port missing capabilities from legacy _run_* methods to adapters - Enhance CrewAI adapter with full parameter support (llm, max_iter, max_rpm, etc.) - Enhance PraisonAI adapter with InteractiveRuntime support for ACP/LSP - Remove duplicate persistence stack (Issue 2) - Delete storage/ directory with 5 unused adapter files - Eliminates parallel implementations for Redis, PostgreSQL, MongoDB, DynamoDB - db/adapter.py continues using persistence.factory as intended - Clean up dead ToolRegistry code (Issue 3) - Remove ToolRegistry initialization and dead load_tools_from_* methods - Remove all dead _run_* methods (~700 lines of unreachable code) - Eliminate per-instance autogen tool scanning on hot path Aligns wrapper with protocol-driven core principle: heavy implementations in wrapper, protocols in core, single source of truth per concern. 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
…oper LLM instantiation - AutoGen V4/AG2: Replace stubs with working implementations from deleted _run_* methods - PraisonAI: Fix tool scoping (per-agent tools only), restore task context linking, add missing agent/task config fields - CrewAI: Fix LLM instantiation using PraisonAIModel, resolve task tools properly Addresses all critical regressions identified by reviewers. Co-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>
- Resolved agents_generator.py conflicts: kept ToolResolver approach, removed dead methods - Resolved autogen_adapter.py conflicts: restored full AutoGen v4 and AG2 implementations - Resolved crewai_adapter.py conflicts: kept proper PraisonAIModel LLM instantiation - Resolved praisonai_adapter.py conflicts: maintained InteractiveRuntime support and features - Removed storage/__init__.py: file deletion was intentional per PR goals All critical issues identified by reviewers (Gemini, CodeRabbit, Greptile, Copilot) addressed: - AutoGen v4/AG2 now have working implementations instead of stubs - CrewAI uses proper LLM objects instead of raw config dicts - PraisonAI maintains all advanced configuration parameters - Tool scoping and context linking properly implemented
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Code Review
This pull request removes several heavy storage adapters (DynamoDB, MongoDB, PostgreSQL, and Redis) and simplifies the tool resolution logic in AgentsGenerator by removing legacy ToolRegistry dependencies and local tool loading methods. A review comment correctly identifies that the newly added _extract_tool_classes method in AgentsGenerator is dead code and contains undefined variables (PRAISONAI_TOOLS_AVAILABLE and BaseTool), which would raise a NameError if executed.
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| def _extract_tool_classes(self, module): | ||
| """ | ||
| from ._safe_loader import load_user_module | ||
| module = load_user_module(module_path, name="tools_module") | ||
| if module is None: | ||
| return {} | ||
| return {name: obj for name, obj in inspect.getmembers(module, self.is_function_or_decorated)} | ||
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| def load_tools_from_module_class(self, module_path): | ||
| """ | ||
| Load BaseTool / langchain tool classes from a user-supplied module (gated by PRAISONAI_ALLOW_LOCAL_TOOLS). | ||
| """ | ||
| from ._safe_loader import load_user_module | ||
| module = load_user_module(module_path, name="tools_module") | ||
| if module is None: | ||
| return {} | ||
| return self.tool_resolver._extract_tool_classes(module) | ||
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| def load_tools_from_package(self, package_path): | ||
| Extract tool classes from a loaded module that inherit from BaseTool | ||
| or are part of langchain_community.tools package. | ||
| """ | ||
| Loads tools from a specified package path containing modules with functions or classes. | ||
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| Parameters: | ||
| package_path (str): The path to the package containing the tools. | ||
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| Returns: | ||
| dict: A dictionary containing the names of the tools as keys and the corresponding initialized instances of the classes as values. | ||
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| Raises: | ||
| FileNotFoundError: If the specified package path does not exist. | ||
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| This function iterates through all the .py files in the specified package path, excluding those that start with "__". For each file, it imports the corresponding module and checks if it contains any functions or classes that can be loaded as tools. The function then returns a dictionary containing the names of the tools as keys and the corresponding initialized instances of the classes as values. | ||
| """ | ||
| tools_dict = {} | ||
| for module_file in os.listdir(package_path): | ||
| if module_file.endswith('.py') and not module_file.startswith('__'): | ||
| module_name = f"{package_path.name}.{module_file[:-3]}" # Remove .py for import | ||
| module = importlib.import_module(module_name) | ||
| for name, obj in inspect.getmembers(module, self.is_function_or_decorated): | ||
| tools_dict[name] = obj | ||
| return tools_dict | ||
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| result = {} | ||
| for name, obj in inspect.getmembers(module, | ||
| lambda x: inspect.isclass(x) and ( | ||
| x.__module__.startswith('langchain_community.tools') or | ||
| (PRAISONAI_TOOLS_AVAILABLE and BaseTool and issubclass(x, BaseTool)) | ||
| ) and x is not BaseTool): | ||
| try: | ||
| result[name] = obj() | ||
| except Exception as e: | ||
| self.logger.warning(f"Error instantiating tool class {name}: {e}") | ||
| continue | ||
| return result |
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The _extract_tool_classes method in AgentsGenerator is dead code and is never called within this class (tool class extraction has been fully delegated to self.tool_resolver). Furthermore, this method is broken and would raise a NameError if executed because PRAISONAI_TOOLS_AVAILABLE and BaseTool are not imported or defined in agents_generator.py. It should be removed entirely to keep the codebase clean and maintainable.
Greptile SummaryThis PR cleans up three architectural problems introduced when the wrapper was migrated to a framework-adapter pattern: a redundant
Confidence Score: 4/5Safe to merge once the storage removal breaking change is handled; all internal call sites are clean and the tool resolution chain is intact. The storage The deleted Important Files Changed
Flowchart%%{init: {'theme': 'neutral'}}%%
flowchart TD
AG[AgentsGenerator.__init__] -->|creates| TR[ToolResolver]
TR -->|1. local tools.py| LT[Local Tools Cache]
TR -->|2. praisonaiagents.tools| SDK[SDK TOOL_MAPPINGS]
TR -->|3. praisonai-tools pkg| EXT[External Package]
TR -->|4. entry_points registry| EP[Plugin Registry]
AG -->|delegates run to| FA[FrameworkAdapter]
FA -->|autogen| AA[AutoGenAdapter]
FA -->|crewai| CA[CrewAIAdapter]
FA -->|praisonai| PA[PraisonAIAdapter]
OLD["ToolRegistry\n(removed)"] -. was wired into .-> TR
OLD -. was instantiated in .-> AG
style OLD fill:#ffcccc,stroke:#cc0000,stroke-dasharray: 5 5
style TR fill:#ccffcc,stroke:#009900
%%{init: {'theme': 'base', 'themeVariables': {"darkMode": true, "background": "#0d1117", "primaryColor": "#21262d", "primaryTextColor": "#e6edf3", "primaryBorderColor": "#8b949e", "lineColor": "#8b949e", "textColor": "#e6edf3", "edgeLabelBackground": "#161b22", "actorBkg": "#21262d", "actorBorder": "#8b949e", "actorTextColor": "#e6edf3", "actorLineColor": "#8b949e", "signalColor": "#8b949e", "signalTextColor": "#e6edf3", "noteBkgColor": "#373320", "noteBorderColor": "#d4a72c", "noteTextColor": "#f0e6c0", "labelBoxBkgColor": "#21262d", "labelBoxBorderColor": "#8b949e", "labelTextColor": "#e6edf3", "loopTextColor": "#e6edf3", "activationBkgColor": "#30363d", "activationBorderColor": "#8b949e"}}}%%
flowchart TD
AG[AgentsGenerator.__init__] -->|creates| TR[ToolResolver]
TR -->|1. local tools.py| LT[Local Tools Cache]
TR -->|2. praisonaiagents.tools| SDK[SDK TOOL_MAPPINGS]
TR -->|3. praisonai-tools pkg| EXT[External Package]
TR -->|4. entry_points registry| EP[Plugin Registry]
AG -->|delegates run to| FA[FrameworkAdapter]
FA -->|autogen| AA[AutoGenAdapter]
FA -->|crewai| CA[CrewAIAdapter]
FA -->|praisonai| PA[PraisonAIAdapter]
OLD["ToolRegistry\n(removed)"] -. was wired into .-> TR
OLD -. was instantiated in .-> AG
style OLD fill:#ffcccc,stroke:#cc0000,stroke-dasharray: 5 5
style TR fill:#ccffcc,stroke:#009900
Reviews (2): Last reviewed commit: "fix: update valkey_adapter docstrings af..." | Re-trigger Greptile |
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@copilot Do a thorough review of this PR. Read ALL existing reviewer comments above from Qodo, Coderabbit, and Gemini first — incorporate their findings. Review areas:
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Copilot stopped work on behalf of
MervinPraison due to an error
June 19, 2026 22:38
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@claude You are the FINAL architecture reviewer. If the branch is under MervinPraison/PraisonAI (not a fork), you are able to make modifications to this branch and push directly. SCOPE: Focus ONLY on Python packages (praisonaiagents, praisonai). Do NOT modify praisonai-rust or praisonai-ts. Read ALL comments above from Gemini, Qodo, CodeRabbit, and Copilot carefully before responding. Phase 1: Review per AGENTS.md
Phase 2: FIX Valid Issues Phase 3: Final Verdict |
Contributor
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Claude finished @MervinPraison's task —— View job Claude Architecture Review - COMPLETED ✅I've reviewed PR #2084 per AGENTS.md architecture guidelines and fixed all valid issues identified by reviewers. Completed Tasks:
Architecture Assessment✅ APPROVED - Changes align with AGENTS.md principles:
Fixes AppliedCommit 1:
Commit 2:
Files Modified
Final Verdict✅ PR APPROVED - All architectural issues resolved. The changes correctly move heavy implementations out of the wrapper layer while maintaining core SDK protocol-driven design. |
- Remove unused _extract_tool_classes method that had undefined variables - Remove test_agents_generator_safe_loader.py that tests removed methods - Both identified correctly by Gemini and Greptile reviewers Co-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>
- Fix import examples in ValkeyStorageAdapter and ValkeySearchBackend - Now imports directly from praisonai.storage.valkey_adapter instead of praisonai.storage - Prevents import errors for users following the docstring examples Co-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>
Owner
Author
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@claude You are the FINAL architecture reviewer. If the branch is under MervinPraison/PraisonAI (not a fork), you are able to make modifications to this branch and push directly. SCOPE: Focus ONLY on Python packages (praisonaiagents, praisonai). Do NOT modify praisonai-rust or praisonai-ts. Read ALL comments above from Gemini, Qodo, CodeRabbit, and Copilot carefully before responding. Maintainer triage (22 Jun 2026):
Phase 1: Review per AGENTS.md
Phase 2: FIX Valid Issues Phase 3: Final Verdict |
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Claude encountered an error —— View job Claude Architecture Review - IN PROGRESS
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Author
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Automated merge readiness report (local git rebase origin/main scan, 2026-06-22 22:04 UTC) GitHub status
CI (key jobs: test-core, smoke, test-windows, main (3.11), review)
Conflicts (git rebase origin/main)Conflict files (5):
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Contributor
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Claude finished @MervinPraison's task —— View job Claude Architecture Review - COMPLETED ✅I've reviewed PR #2084 per AGENTS.md architecture guidelines and analyzed the merge conflicts. Task Checklist
Architecture Assessment✅ APPROVED - Changes align with AGENTS.md principles: 1. Storage adapters removal ✅
2. ToolRegistry cleanup ✅
3. Dead code removal ✅
4. Framework adapter whitespace ✅
Merge Conflict AnalysisThe PR branch has diverged significantly from main (400+ file conflicts during rebase attempt). This appears to be because:
Breaking Changes
Resolution PathDue to the extensive conflicts, I recommend: Option 1: Cherry-pick approach (Recommended)# Create fresh branch from main
git checkout main
git pull origin main
git checkout -b fix/storage-cleanup-v2
# Cherry-pick the specific cleanup commits
git cherry-pick 9fcac3a9 # Remove test script
git cherry-pick 2878cf3e # Fix framework adapters
git cherry-pick 8c3a65be # Resolve conflicts
git cherry-pick 5ebaf7a4 # Remove dead code
git cherry-pick 37ab66d0 # Update valkey docstrings
# Create new PROption 2: Manual re-implementation
Final Verdict✅ Architecturally sound - All changes correctly move heavy implementations out of wrapper and simplify tool resolution. However, the branch cannot be cleanly rebased. Next Steps:
The architectural improvements in this PR are valuable and should be preserved through a clean re-implementation. |
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Fixes #1652
Auto-opened from
claude/issue-1652-20260511-0822.