From 140384faabc449acae5bdfe0f3e92a652d21e32d Mon Sep 17 00:00:00 2001 From: Menendez6 Date: Mon, 23 Jun 2025 16:32:12 +0000 Subject: [PATCH 1/5] Add support for Opik tracking --- .env.example | 6 +- README.md | 43 ++- config.yaml | 3 + pyproject.toml | 1 + src/expert/agent.py | 27 +- src/expert/config.py | 22 +- uv.lock | 640 +++++++++++++++++++++++++++++++++++++++++++ 7 files changed, 735 insertions(+), 7 deletions(-) diff --git a/.env.example b/.env.example index 6c0230c..5f7453f 100644 --- a/.env.example +++ b/.env.example @@ -3,4 +3,8 @@ OPENAI_API_KEY=your_openai_api_key_here # Optional: Custom MCP server paths (if different from default) # INVOPOP_MCP_PATH=/custom/path/to/invopop/src/index.js -# GOBL_MCP_PATH=/custom/path/to/gobl/src/index.js \ No newline at end of file +# GOBL_MCP_PATH=/custom/path/to/gobl/src/index.js + +# Opik api key +OPIK_API_KEY=your_opik_api_key_here +OPIK_WORKSPACE=opik_workspace \ No newline at end of file diff --git a/README.md b/README.md index 2e66d3c..e5d276f 100644 --- a/README.md +++ b/README.md @@ -44,7 +44,12 @@ An AI-powered agent library for answering questions about Invopop and GOBL docum 3. **Set up environment variables**: ```bash - export OPENAI_API_KEY=your_openai_api_key + # Copy the example environment file and edit it with your values + cp .env.example .env + + # Edit .env file with your API keys + # Then source it or restart your terminal + source .env ``` 4. **Run the CLI**: @@ -125,6 +130,9 @@ llm: model: "gpt-4.1-2025-04-14" temperature: 0.1 +opik: + project_name: "invopop-expert" + # MCP Server Configuration mcp: servers: @@ -146,10 +154,38 @@ chat: ### Environment Variables +You can configure the application using environment variables. Copy the example file and customize it: + +```bash +cp .env.example .env +# Edit .env with your values, then source it: +source .env +``` + +**Available Variables:** - `OPENAI_API_KEY` (required): Your OpenAI API key +- `OPIK_API_KEY` (optional): Your Opik API key for conversation tracing +- `OPIK_WORKSPACE` (optional): Your Opik workspace name for conversation tracing - `INVOPOP_MCP_PATH` (optional): Custom path to Invopop MCP server - `GOBL_MCP_PATH` (optional): Custom path to GOBL MCP server +### Opik Tracing Setup + +Invopop Expert supports optional conversation tracing with [Opik](https://opik.vercel.app/) for monitoring and analytics. You have two setup options: + +**Option 1: Environment Variables** +```bash +export OPIK_API_KEY=your_opik_api_key +export OPIK_WORKSPACE=your_opik_workspace +``` + +**Option 2: Interactive Configuration** +```bash +opik configure +``` + +If neither option is configured, the agent will run normally but without tracing capabilities. + ## Integration Examples ### Building a Web API @@ -222,7 +258,10 @@ src/expert/ 4. **Set environment variables**: ```bash - export OPENAI_API_KEY=your_api_key + # Copy and configure environment variables + cp .env.example .env + # Edit .env file with your API keys, then source it + source .env ``` 5. **Run the CLI**: diff --git a/config.yaml b/config.yaml index 2a5471c..2897e44 100644 --- a/config.yaml +++ b/config.yaml @@ -4,6 +4,9 @@ llm: model: "gpt-4.1-2025-04-14" temperature: 0.1 +opik: + project_name: "invopop-expert" + mcp: servers: deepwiki: diff --git a/pyproject.toml b/pyproject.toml index 8558ce1..741f566 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -11,6 +11,7 @@ dependencies = [ "langchain-openai>=0.3.18", "langgraph>=0.4.7", "langgraph-prebuilt>=0.2.2", + "opik>=1.7.36", ] [project.optional-dependencies] diff --git a/src/expert/agent.py b/src/expert/agent.py index d40e752..8ab7eb2 100644 --- a/src/expert/agent.py +++ b/src/expert/agent.py @@ -9,6 +9,8 @@ from langgraph.checkpoint.memory import InMemorySaver from langgraph.prebuilt import create_react_agent +from opik.integrations.langchain import OpikTracer + from .config import Config @@ -90,6 +92,20 @@ async def setup(self): checkpointer=self.checkpointer, prompt=self.system_prompt, ) + + # Initialize Opik tracer if configured + if self.config.opik_api_key: + opik_config = self.config.opik_config + project_name = opik_config.get("project_name", "invopop-expert") + + self.tracer = OpikTracer( + graph=self.agent.get_graph(xray=True), + project_name=project_name + ) + print(f"✅ Opik tracing enabled for project: {project_name}") + else: + self.tracer = None + print("⚠️ Opik tracing disabled - missing API key or workspace configuration") async def get_response(self, user_input: str, config: dict[str, Any]) -> str: """Get response from the agent for a given input.""" @@ -137,7 +153,13 @@ async def chat_loop(self): # Create a thread id based on the current date and time thread_id = datetime.now().strftime("%Y%m%d%H%M%S") - thread_config = {"configurable": {"thread_id": thread_id}} + thread_config = { + "configurable": {"thread_id": thread_id}, + } + + # Add tracer callback if available + if self.tracer: + thread_config["callbacks"] = [self.tracer] while True: try: @@ -161,6 +183,9 @@ async def chat_loop(self): elif user_input.lower() in ["clear"]: thread_id = datetime.now().strftime("%Y%m%d%H%M%S") thread_config = {"configurable": {"thread_id": thread_id}} + # Add tracer callback if available + if self.tracer: + thread_config["callbacks"] = [self.tracer] print("\n🤖 Cleared thread") continue diff --git a/src/expert/config.py b/src/expert/config.py index d672449..ccaac89 100644 --- a/src/expert/config.py +++ b/src/expert/config.py @@ -42,11 +42,27 @@ def _validate_env_vars(self): """Validate required environment variables.""" if not os.getenv("OPENAI_API_KEY"): raise ValueError("OPENAI_API_KEY environment variable is required") + + # Opik configuration - check if either env vars are set or opik is configured + opik_api_key = os.getenv("OPIK_API_KEY") + opik_workspace = os.getenv("OPIK_WORKSPACE") + + if not opik_api_key: # or not opik_workspace: + # Inform about Opik configuration options + print("ℹ️ Opik tracing is not configured. This is optional but enables tracking of agent interactions.") + print(" To enable Opik tracing, you can:") + print(" 1. Set OPIK_API_KEY and OPIK_WORKSPACE environment variables") + print(" 2. Run 'opik configure' to set up Opik configuration") @property - def openai_api_key(self) -> str: - """Get OpenAI API key.""" - return os.getenv("OPENAI_API_KEY") + def opik_api_key(self) -> str | None: + """Get Opik API key.""" + return os.getenv("OPIK_API_KEY") + + @property + def opik_config(self) -> dict[str, Any]: + """Get Opik configuration.""" + return self.config.get("opik", {}) @property def llm_config(self) -> dict[str, Any]: diff --git a/uv.lock b/uv.lock index 5975c3c..798714a 100644 --- a/uv.lock +++ b/uv.lock @@ -2,6 +2,61 @@ version = 1 revision = 1 requires-python = ">=3.13" +[[package]] +name = "aiohappyeyeballs" +version = "2.6.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/26/30/f84a107a9c4331c14b2b586036f40965c128aa4fee4dda5d3d51cb14ad54/aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558", size = 22760 } +wheels = [ + { url = 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+91,19 @@ async def setup(self): checkpointer=self.checkpointer, prompt=self.system_prompt, ) - + # Initialize Opik tracer if configured if self.config.opik_api_key: opik_config = self.config.opik_config project_name = opik_config.get("project_name", "invopop-expert") - + self.tracer = OpikTracer( - graph=self.agent.get_graph(xray=True), - project_name=project_name + graph=self.agent.get_graph(xray=True), project_name=project_name ) print(f"✅ Opik tracing enabled for project: {project_name}") else: self.tracer = None - print("⚠️ Opik tracing disabled - missing API key or workspace configuration") + print("⚠️ Opik tracing disabled - missing API key") async def get_response(self, user_input: str, config: dict[str, Any]) -> str: """Get response from the agent for a given input.""" @@ -156,7 +154,7 @@ async def chat_loop(self): thread_config = { "configurable": {"thread_id": thread_id}, } - + # Add tracer callback if available if self.tracer: thread_config["callbacks"] = [self.tracer] diff --git a/src/expert/config.py b/src/expert/config.py index ccaac89..e593ea1 100644 --- a/src/expert/config.py +++ b/src/expert/config.py @@ -42,16 +42,16 @@ def _validate_env_vars(self): """Validate required environment variables.""" if not os.getenv("OPENAI_API_KEY"): raise ValueError("OPENAI_API_KEY environment variable is required") - + # Opik configuration - check if either env vars are set or opik is configured opik_api_key = os.getenv("OPIK_API_KEY") - opik_workspace = os.getenv("OPIK_WORKSPACE") - - if not opik_api_key: # or not opik_workspace: + + if not opik_api_key: # Inform about Opik configuration options - print("ℹ️ Opik tracing is not configured. This is optional but enables tracking of agent interactions.") + print("ℹ️ Opik tracing is not configured.") + print(" This is optional but enables tracking of agent interactions.") print(" To enable Opik tracing, you can:") - print(" 1. Set OPIK_API_KEY and OPIK_WORKSPACE environment variables") + print(" 1. Set OPIK_API_KEY environment variable") print(" 2. Run 'opik configure' to set up Opik configuration") @property From b99b205ba894f66002c72efad96f1a6419071ea2 Mon Sep 17 00:00:00 2001 From: Menendez6 Date: Tue, 24 Jun 2025 16:01:51 +0000 Subject: [PATCH 3/5] Prepare for opik tracking by external repos --- src/expert/agent.py | 26 +++++++++++--------------- 1 file changed, 11 insertions(+), 15 deletions(-) diff --git a/src/expert/agent.py b/src/expert/agent.py index 068cbc9..1df6a08 100644 --- a/src/expert/agent.py +++ b/src/expert/agent.py @@ -105,13 +105,21 @@ async def setup(self): self.tracer = None print("⚠️ Opik tracing disabled - missing API key") - async def get_response(self, user_input: str, config: dict[str, Any]) -> str: + async def get_response(self, user_input: str, thread_id: str) -> str: """Get response from the agent for a given input.""" if not self.agent: raise RuntimeError("Agent not initialized. Call setup() first.") + + thread_config = { + "configurable": {"thread_id": thread_id}, + } + + # Add tracer callback if available + if self.tracer: + thread_config["callbacks"] = [self.tracer] async for chunk in self.agent.astream( - {"messages": [{"role": "user", "content": user_input}]}, config + {"messages": [{"role": "user", "content": user_input}]}, thread_config ): if "agent" in chunk: for message in chunk["agent"]["messages"]: @@ -151,14 +159,6 @@ async def chat_loop(self): # Create a thread id based on the current date and time thread_id = datetime.now().strftime("%Y%m%d%H%M%S") - thread_config = { - "configurable": {"thread_id": thread_id}, - } - - # Add tracer callback if available - if self.tracer: - thread_config["callbacks"] = [self.tracer] - while True: try: # Get user input @@ -180,16 +180,12 @@ async def chat_loop(self): break elif user_input.lower() in ["clear"]: thread_id = datetime.now().strftime("%Y%m%d%H%M%S") - thread_config = {"configurable": {"thread_id": thread_id}} - # Add tracer callback if available - if self.tracer: - thread_config["callbacks"] = [self.tracer] print("\n🤖 Cleared thread") continue # Get and print agent response print("\n🤖 Thinking...", flush=True) - response = await self.get_response(user_input, thread_config) + response = await self.get_response(user_input, thread_id) print(f"\n🤖 Assistant: {response}") except KeyboardInterrupt: From 15a36618f4db0505e18ad23df9d7b958fdd1cf03 Mon Sep 17 00:00:00 2001 From: Menendez6 Date: Wed, 25 Jun 2025 09:07:35 +0000 Subject: [PATCH 4/5] Support for OPIK_PROJECT_NAME env variable --- src/expert/config.py | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/src/expert/config.py b/src/expert/config.py index e593ea1..ea66aee 100644 --- a/src/expert/config.py +++ b/src/expert/config.py @@ -62,7 +62,13 @@ def opik_api_key(self) -> str | None: @property def opik_config(self) -> dict[str, Any]: """Get Opik configuration.""" - return self.config.get("opik", {}) + config = self.config.get("opik", {}) + + opik_project_name = os.getenv("OPIK_PROJECT_NAME") + if opik_project_name: + config["project_name"] = opik_project_name + + return config @property def llm_config(self) -> dict[str, Any]: From d07cdbeaaf538ca35b83981e1e343c70d1da4e58 Mon Sep 17 00:00:00 2001 From: Menendez6 Date: Wed, 25 Jun 2025 09:51:44 +0000 Subject: [PATCH 5/5] Linter issues --- src/expert/agent.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/src/expert/agent.py b/src/expert/agent.py index 1df6a08..7163471 100644 --- a/src/expert/agent.py +++ b/src/expert/agent.py @@ -2,7 +2,6 @@ from datetime import datetime from pathlib import Path -from typing import Any from langchain_core.tools import StructuredTool from langchain_mcp_adapters.client import MultiServerMCPClient @@ -109,7 +108,7 @@ async def get_response(self, user_input: str, thread_id: str) -> str: """Get response from the agent for a given input.""" if not self.agent: raise RuntimeError("Agent not initialized. Call setup() first.") - + thread_config = { "configurable": {"thread_id": thread_id}, }