diff --git a/.dockerignore b/.dockerignore new file mode 100644 index 0000000..d933997 --- /dev/null +++ b/.dockerignore @@ -0,0 +1,17 @@ +node_modules +.next +dist +.turbo +*.tsbuildinfo +.env +.env.local +.env.*.local +coverage +.DS_Store +tmp +*.log +.git +tests +README.md +__pycache__ +.venv diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..b77dc64 --- /dev/null +++ b/.gitignore @@ -0,0 +1,15 @@ +node_modules +.next +dist +.turbo +*.tsbuildinfo +.env +.env.local +.env.*.local +coverage +.DS_Store +*.log +__pycache__ +*.pyc +.venv +*.egg-info diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..6911c61 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,26 @@ +FROM node:20-alpine AS base +RUN apk add --no-cache git +WORKDIR /app + +FROM base AS deps +COPY package.json package-lock.json* ./ +COPY apps/web/package.json ./apps/web/ +COPY packages/database/package.json ./packages/database/ +RUN npm install --production=false + +FROM base AS builder +COPY --from=deps /app/node_modules ./node_modules +COPY . . +RUN npx prisma generate --schema=packages/database/prisma/schema.prisma +RUN npx turbo build + +FROM base AS web +RUN addgroup --system --gid 1001 nodejs && \ + adduser --system --uid 1001 nextjs +COPY --from=builder --chown=nextjs:nodejs /app/apps/web/.next/standalone ./ +COPY --from=builder --chown=nextjs:nodejs /app/apps/web/.next/static ./apps/web/.next/static +COPY --from=builder --chown=nextjs:nodejs /app/packages/database/prisma ./packages/database/prisma +USER nextjs +EXPOSE 3000 +ENV PORT=3000 HOSTNAME="0.0.0.0" +CMD ["node", "apps/web/server.js"] diff --git a/apps/web/next-env.d.ts b/apps/web/next-env.d.ts new file mode 100644 index 0000000..830fb59 --- /dev/null +++ b/apps/web/next-env.d.ts @@ -0,0 +1,6 @@ +/// +/// +/// + +// NOTE: This file should not be edited +// see https://nextjs.org/docs/app/api-reference/config/typescript for more information. diff --git a/apps/web/next.config.mjs b/apps/web/next.config.mjs new file mode 100644 index 0000000..51260eb --- /dev/null +++ b/apps/web/next.config.mjs @@ -0,0 +1,7 @@ +/** @type {import('next').NextConfig} */ +const config = { + transpilePackages: ["@agentlens/database"], + output: "standalone", +}; + +export default config; diff --git a/apps/web/package.json b/apps/web/package.json new file mode 100644 index 0000000..c37cce7 --- /dev/null +++ b/apps/web/package.json @@ -0,0 +1,30 @@ +{ + "name": "@agentlens/web", + "version": "0.0.1", + "private": true, + "scripts": { + "dev": "next dev", + "build": "next build", + "start": "next start", + "lint": "next lint", + "db:generate": "prisma generate --schema=../../packages/database/prisma/schema.prisma", + "db:push": "prisma db push --schema=../../packages/database/prisma/schema.prisma", + "db:migrate": "prisma migrate deploy --schema=../../packages/database/prisma/schema.prisma" + }, + "dependencies": { + "@agentlens/database": "*", + "next": "^15.1.0", + "react": "^19.0.0", + "react-dom": "^19.0.0", + "lucide-react": "^0.469.0" + }, + "devDependencies": { + "@tailwindcss/postcss": "^4.0.0", + "@types/node": "^22.0.0", + "@types/react": "^19.0.0", + "@types/react-dom": "^19.0.0", + "postcss": "^8.5.0", + "tailwindcss": "^4.0.0", + "typescript": "^5.7" + } +} diff --git a/apps/web/postcss.config.mjs b/apps/web/postcss.config.mjs new file mode 100644 index 0000000..7059fe9 --- /dev/null +++ b/apps/web/postcss.config.mjs @@ -0,0 +1,6 @@ +const config = { + plugins: { + "@tailwindcss/postcss": {}, + }, +}; +export default config; diff --git a/apps/web/public/.gitkeep b/apps/web/public/.gitkeep new file mode 100644 index 0000000..e69de29 diff --git a/apps/web/src/app/globals.css b/apps/web/src/app/globals.css new file mode 100644 index 0000000..f1d8c73 --- /dev/null +++ b/apps/web/src/app/globals.css @@ -0,0 +1 @@ +@import "tailwindcss"; diff --git a/apps/web/src/app/layout.tsx b/apps/web/src/app/layout.tsx new file mode 100644 index 0000000..3f6979e --- /dev/null +++ b/apps/web/src/app/layout.tsx @@ -0,0 +1,24 @@ +import { Inter } from "next/font/google"; +import type { Metadata } from "next"; +import "./globals.css"; + +const inter = Inter({ subsets: ["latin"] }); + +export const metadata: Metadata = { + title: "AgentLens", + description: "Agent observability that traces decisions, not just API calls", +}; + +export default function RootLayout({ + children, +}: Readonly<{ + children: React.ReactNode; +}>) { + return ( + + + {children} + + + ); +} diff --git a/apps/web/src/app/page.tsx b/apps/web/src/app/page.tsx new file mode 100644 index 0000000..33fd863 --- /dev/null +++ b/apps/web/src/app/page.tsx @@ -0,0 +1,213 @@ +import { + Activity, + Brain, + DollarSign, + ArrowRight, + CheckCircle2, + GitBranch, + Cpu, + Zap, +} from "lucide-react"; + +export default function HomePage() { + return ( +
+ {/* Hero Section */} +
+
+
+ +
+
+
+ + Agent Observability Platform +
+ +

+ + AgentLens + +

+ +

+ See why your AI agents make the decisions they make.
+ Complete observability for multi-agent systems. +

+ +
+ + + View Source + +
+
+
+
+ + {/* Features Section */} +
+
+
+

+ Everything you need to understand your agents +

+

+ From decision trees to cost intelligence, get complete visibility into how your AI systems operate +

+
+ +
+ {/* Feature 1: Decision Trees */} +
+
+ +
+

Decision Trees

+

+ Visualize the complete reasoning behind every agent choice. See the branching logic, alternatives considered, and the path chosen. +

+
+ + {/* Feature 2: Context Awareness */} +
+
+ +
+

Context Awareness

+

+ Monitor context window utilization in real-time. Track what's being fed into your agents and what's being left behind. +

+
+ + {/* Feature 3: Cost Intelligence */} +
+
+ +
+

Cost Intelligence

+

+ Track spending per decision, per agent, per trace. Get granular insights into where every dollar goes in your AI operations. +

+
+
+
+
+ + {/* Code Example Section */} +
+
+
+
+
+ + Python SDK +
+ +

+ Instrument your agents in minutes +

+

+ Our Python SDK integrates seamlessly with LangChain, OpenAI, and custom agents. Add observability without changing your architecture. +

+ +
    + {[ + "Drop-in decorators for automatic tracing", + "No code changes required for LangChain", + "Async-first design with minimal overhead", + "Type-safe with full IDE support", + ].map((feature, i) => ( +
  • +
    + +
    + {feature} +
    • + ))} +
+
+ + {/* Code Block */} +
+
+
+
+
+
+
+ example.py +
+ 
+                
+                  from agentlens import init, trace
+                  

+                  

+                  # Initialize AgentLens
+                  

+                  init(
+                  

+                      api_key="your-api-key",
+                  

+                      endpoint="https://agentlens.vectry.tech"
+                  

+                  )
+                  

+                  

+                  # Trace your agent function
+                  

+                  @trace(name="research-agent")
+                  

+                  async def research(topic: str):
+                  

+                      # Your agent logic here
+                  

+                      return f"Researching: {"{topic"}"
+
+                
+
+
+
+
+
+ + {/* Footer */} + +
+ ); +} diff --git a/apps/web/tsconfig.json b/apps/web/tsconfig.json new file mode 100644 index 0000000..b8cdcc7 --- /dev/null +++ b/apps/web/tsconfig.json @@ -0,0 +1,23 @@ +{ + "compilerOptions": { + "target": "ES2017", + "lib": ["dom", "dom.iterable", "esnext"], + "allowJs": true, + "skipLibCheck": true, + "strict": true, + "noEmit": true, + "esModuleInterop": true, + "module": "esnext", + "moduleResolution": "bundler", + "resolveJsonModule": true, + "isolatedModules": true, + "jsx": "preserve", + "incremental": true, + "plugins": [{ "name": "next" }], + "paths": { + "@/*": ["./src/*"] + } + }, + "include": ["next-env.d.ts", "**/*.ts", "**/*.tsx", ".next/types/**/*.ts"], + "exclude": ["node_modules"] +} diff --git a/docker-compose.yml b/docker-compose.yml new file mode 100644 index 0000000..5ea23e5 --- /dev/null +++ b/docker-compose.yml @@ -0,0 +1,55 @@ +services: + web: + build: + context: . + target: web + ports: + - "4200:3000" + environment: + - REDIS_URL=redis://redis:6379 + - DATABASE_URL=postgresql://agentlens:agentlens@postgres:5432/agentlens + depends_on: + redis: + condition: service_started + postgres: + condition: service_healthy + migrate: + condition: service_completed_successfully + restart: always + + postgres: + image: postgres:16-alpine + environment: + - POSTGRES_USER=agentlens + - POSTGRES_PASSWORD=agentlens + - POSTGRES_DB=agentlens + volumes: + - agentlens_postgres_data:/var/lib/postgresql/data + healthcheck: + test: ["CMD-SHELL", "pg_isready -U agentlens"] + interval: 5s + timeout: 5s + retries: 5 + restart: always + + migrate: + build: + context: . + target: builder + command: npx prisma migrate deploy --schema=packages/database/prisma/schema.prisma + environment: + - DATABASE_URL=postgresql://agentlens:agentlens@postgres:5432/agentlens + depends_on: + postgres: + condition: service_healthy + restart: "no" + + redis: + image: redis:7-alpine + volumes: + - agentlens_redis_data:/data + restart: always + +volumes: + agentlens_postgres_data: + agentlens_redis_data: diff --git a/package-lock.json b/package-lock.json new file mode 100644 index 0000000..78c1ee4 --- /dev/null +++ b/package-lock.json @@ -0,0 +1,2210 @@ +{ + "name": "agentlens", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "agentlens", + "workspaces": [ + "apps/*", + "packages/*" + ], + "devDependencies": { + "turbo": "^2", + "typescript": "^5.7" + }, + "engines": { + "node": ">=20" + } + }, + "apps/web": { + "name": "@agentlens/web", + "version": "0.0.1", + "dependencies": { + "@agentlens/database": "*", + "lucide-react": "^0.469.0", + "next": "^15.1.0", + "react": "^19.0.0", + "react-dom": "^19.0.0" + }, + "devDependencies": { + "@tailwindcss/postcss": "^4.0.0", + "@types/node": "^22.0.0", + "@types/react": "^19.0.0", + "@types/react-dom": "^19.0.0", + "postcss": "^8.5.0", + "tailwindcss": "^4.0.0", + "typescript": "^5.7" + } + }, + "node_modules/@agentlens/database": { + "resolved": "packages/database", + "link": true + }, + 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"dev": true, + "license": "MIT" + }, + "packages/database": { + "name": "@agentlens/database", + "version": "0.0.1", + "dependencies": { + "@prisma/client": "^6.3.0" + }, + "devDependencies": { + "prisma": "^6.3.0", + "typescript": "^5.7" + } + } + } +} diff --git a/package.json b/package.json new file mode 100644 index 0000000..e5a9af2 --- /dev/null +++ b/package.json @@ -0,0 +1,20 @@ +{ + "name": "agentlens", + "private": true, + "workspaces": ["apps/*", "packages/*"], + "scripts": { + "dev": "turbo dev", + "build": "turbo build", + "lint": "turbo lint", + "clean": "turbo clean", + "db:generate": "turbo db:generate", + "db:push": "turbo db:push", + "db:migrate": "turbo db:migrate" + }, + "devDependencies": { + "turbo": "^2", + "typescript": "^5.7" + }, + "engines": { "node": ">=20" }, + "packageManager": "npm@10.8.2" +} diff --git a/packages/database/package.json b/packages/database/package.json new file mode 100644 index 0000000..caac56d --- /dev/null +++ b/packages/database/package.json @@ -0,0 +1,21 @@ +{ + "name": "@agentlens/database", + "version": "0.0.1", + "private": true, + "main": "./dist/index.js", + "types": "./dist/index.d.ts", + "scripts": { + "build": "tsc", + "clean": "rm -rf dist", + "db:generate": "prisma generate", + "db:push": "prisma db push", + "db:migrate": "prisma migrate dev" + }, + "dependencies": { + "@prisma/client": "^6.3.0" + }, + "devDependencies": { + "prisma": "^6.3.0", + "typescript": "^5.7" + } +} diff --git a/packages/database/prisma/schema.prisma b/packages/database/prisma/schema.prisma new file mode 100644 index 0000000..61cc1a3 --- /dev/null +++ b/packages/database/prisma/schema.prisma @@ -0,0 +1,154 @@ +datasource db { + provider = "postgresql" + url = env("DATABASE_URL") +} + +generator client { + provider = "prisma-client-js" +} + +model Trace { + id String @id @default(cuid()) + sessionId String? + name String + status TraceStatus @default(RUNNING) + tags String[] @default([]) + metadata Json? + + totalCost Float? + totalTokens Int? + totalDuration Int? + + startedAt DateTime @default(now()) + endedAt DateTime? + createdAt DateTime @default(now()) + updatedAt DateTime @updatedAt + + decisionPoints DecisionPoint[] + spans Span[] + events Event[] + + @@index([sessionId]) + @@index([status]) + @@index([createdAt]) + @@index([name]) +} + +model DecisionPoint { + id String @id @default(cuid()) + traceId String + trace Trace @relation(fields: [traceId], references: [id], onDelete: Cascade) + + type DecisionType + reasoning String? + + chosen Json + alternatives Json[] + + contextSnapshot Json? + + durationMs Int? + costUsd Float? + + parentSpanId String? + span Span? @relation(fields: [parentSpanId], references: [id]) + + timestamp DateTime @default(now()) + + @@index([traceId]) + @@index([type]) + @@index([timestamp]) +} + +model Span { + id String @id @default(cuid()) + traceId String + trace Trace @relation(fields: [traceId], references: [id], onDelete: Cascade) + + parentSpanId String? + parentSpan Span? @relation("SpanTree", fields: [parentSpanId], references: [id]) + childSpans Span[] @relation("SpanTree") + + name String + type SpanType + + input Json? + output Json? + + tokenCount Int? + costUsd Float? + durationMs Int? + + status SpanStatus @default(RUNNING) + statusMessage String? + + startedAt DateTime @default(now()) + endedAt DateTime? + + metadata Json? + + decisionPoints DecisionPoint[] + + @@index([traceId]) + @@index([parentSpanId]) + @@index([type]) + @@index([startedAt]) +} + +model Event { + id String @id @default(cuid()) + traceId String + trace Trace @relation(fields: [traceId], references: [id], onDelete: Cascade) + + spanId String? + type EventType + name String + + metadata Json? + + timestamp DateTime @default(now()) + + @@index([traceId]) + @@index([type]) + @@index([timestamp]) +} + +enum TraceStatus { + RUNNING + COMPLETED + ERROR +} + +enum DecisionType { + TOOL_SELECTION + ROUTING + RETRY + ESCALATION + MEMORY_RETRIEVAL + PLANNING + CUSTOM +} + +enum SpanType { + LLM_CALL + TOOL_CALL + MEMORY_OP + CHAIN + AGENT + CUSTOM +} + +enum SpanStatus { + RUNNING + COMPLETED + ERROR +} + +enum EventType { + ERROR + RETRY + FALLBACK + CONTEXT_OVERFLOW + USER_FEEDBACK + CUSTOM +} diff --git a/packages/database/src/index.ts b/packages/database/src/index.ts new file mode 100644 index 0000000..c7a7bfd --- /dev/null +++ b/packages/database/src/index.ts @@ -0,0 +1,2 @@ +export { PrismaClient } from "@prisma/client"; +export type * from "@prisma/client"; diff --git a/packages/database/tsconfig.json b/packages/database/tsconfig.json new file mode 100644 index 0000000..bd22f93 --- /dev/null +++ b/packages/database/tsconfig.json @@ -0,0 +1,18 @@ +{ + "compilerOptions": { + "target": "ES2022", + "module": "NodeNext", + "moduleResolution": "NodeNext", + "lib": ["ES2022"], + "outDir": "./dist", + "rootDir": "./src", + "strict": true, + "esModuleInterop": true, + "skipLibCheck": true, + "declaration": true, + "declarationMap": true, + "sourceMap": true + }, + "include": ["src/**/*"], + "exclude": ["node_modules", "dist"] +} diff --git a/packages/sdk-python/README.md b/packages/sdk-python/README.md new file mode 100644 index 0000000..e0b79f2 --- /dev/null +++ b/packages/sdk-python/README.md @@ -0,0 +1,38 @@ +# AgentLens Python SDK + +AgentLens provides observability for AI agents by tracing decisions, not just API calls. + +## Installation + +```bash +pip install agentlens +``` + +## Quick Start + +```python +from agentlens import init, trace + +# Initialize AgentLens +init(api_key="your-api-key", endpoint="https://agentlens.vectry.tech") + +# Trace your agent functions +@trace(name="research-agent") +async def research(topic: str) -> str: + return f"Researching: {topic}" +``` + +## Features + +- **Decision Tracing**: Log and visualize agent decisions with alternatives +- **Context Awareness**: Monitor context window utilization +- **Cost Intelligence**: Track token usage and costs per operation +- **Integrations**: Native support for LangChain and OpenAI + +## Documentation + +Full documentation available at [https://agentlens.vectry.tech/docs](https://agentlens.vectry.tech/docs) + +## License + +MIT © 2026 Vectry diff --git a/packages/sdk-python/agentlens/__init__.py b/packages/sdk-python/agentlens/__init__.py new file mode 100644 index 0000000..fb5c384 --- /dev/null +++ b/packages/sdk-python/agentlens/__init__.py @@ -0,0 +1,8 @@ +"""AgentLens - Agent observability that traces decisions, not just API calls.""" + +from agentlens.client import init, shutdown +from agentlens.trace import trace +from agentlens.decision import log_decision + +__version__ = "0.1.0" +__all__ = ["init", "shutdown", "trace", "log_decision"] diff --git a/packages/sdk-python/agentlens/client.py b/packages/sdk-python/agentlens/client.py new file mode 100644 index 0000000..fb6e014 --- /dev/null +++ b/packages/sdk-python/agentlens/client.py @@ -0,0 +1,43 @@ +"""Client initialization and management for AgentLens.""" + +from typing import Optional + + +_client: Optional["_Client"] = None + + +class _Client: + """Internal client class for managing AgentLens connection.""" + + def __init__(self, api_key: str, endpoint: str) -> None: + self.api_key = api_key + self.endpoint = endpoint + self.is_shutdown = False + + def shutdown(self) -> None: + """Shutdown the client.""" + self.is_shutdown = True + + +def init(api_key: str, endpoint: str = "https://agentlens.vectry.tech") -> None: + """Initialize the AgentLens client. + + Args: + api_key: Your AgentLens API key. + endpoint: The AgentLens API endpoint (default: https://agentlens.vectry.tech). + """ + global _client + _client = _Client(api_key=api_key, endpoint=endpoint) + + +def shutdown() -> None: + """Shutdown the AgentLens client.""" + global _client + if _client: + _client.shutdown() + _client = None + + +def get_client() -> Optional[_Client]: + """Get the current client instance.""" + return _client diff --git a/packages/sdk-python/agentlens/decision.py b/packages/sdk-python/agentlens/decision.py new file mode 100644 index 0000000..121f3c3 --- /dev/null +++ b/packages/sdk-python/agentlens/decision.py @@ -0,0 +1,32 @@ +"""Decision logging for tracking agent decision points.""" + +from typing import Any, Dict, List + + +def log_decision( + type: str, + chosen: Any, + alternatives: List[Any], + reasoning: Optional[str] = None, +) -> None: + """Log a decision point in the agent's reasoning. + + Args: + type: Type of decision (e.g., "tool_selection", "routing", "retry"). + chosen: The option that was selected. + alternatives: List of alternatives that were considered. + reasoning: Optional explanation for the decision. + + Example: + log_decision( + type="tool_selection", + chosen="search", + alternatives=["search", "calculate", "browse"], + reasoning="Search is most appropriate for finding information" + ) + """ + print(f"[AgentLens] Decision logged: {type}") + print(f"[AgentLens] Chosen: {chosen}") + print(f"[AgentLens] Alternatives: {alternatives}") + if reasoning: + print(f"[AgentLens] Reasoning: {reasoning}") diff --git a/packages/sdk-python/agentlens/integrations/__init__.py b/packages/sdk-python/agentlens/integrations/__init__.py new file mode 100644 index 0000000..fcdf98e --- /dev/null +++ b/packages/sdk-python/agentlens/integrations/__init__.py @@ -0,0 +1 @@ +"""Integration packages for AgentLens.""" diff --git a/packages/sdk-python/agentlens/integrations/langchain.py b/packages/sdk-python/agentlens/integrations/langchain.py new file mode 100644 index 0000000..7ccc6b5 --- /dev/null +++ b/packages/sdk-python/agentlens/integrations/langchain.py @@ -0,0 +1,55 @@ +"""LangChain integration for AgentLens.""" + +from typing import Any, Dict, Optional, Sequence +from langchain_core.callbacks import BaseCallbackHandler +from langchain_core.outputs import LLMResult +from langchain_core.messages import BaseMessage + + +class AgentLensCallbackHandler(BaseCallbackHandler): + """Callback handler for LangChain integration with AgentLens. + + This handler captures LLM calls, tool calls, and agent actions + to provide observability for LangChain-based agents. + """ + + def __init__(self) -> None: + self.trace_id: Optional[str] = None + + def on_llm_start( + self, + serialized: Dict[str, Any], + prompts: list[str], + **kwargs: Any, + ) -> None: + """Called when an LLM starts processing.""" + print(f"[AgentLens] LLM started: {serialized.get('name', 'unknown')}") + + def on_llm_end(self, response: LLMResult, **kwargs: Any) -> None: + """Called when an LLM finishes processing.""" + print(f"[AgentLens] LLM completed") + + def on_llm_error(self, error: Exception, **kwargs: Any) -> None: + """Called when an LLM encounters an error.""" + print(f"[AgentLens] LLM error: {error}") + + def on_tool_start( + self, + serialized: Dict[str, Any], + input_str: str, + **kwargs: Any, + ) -> None: + """Called when a tool starts executing.""" + print(f"[AgentLens] Tool started: {serialized.get('name', 'unknown')}") + + def on_tool_end(self, output: str, **kwargs: Any) -> None: + """Called when a tool finishes executing.""" + print(f"[AgentLens] Tool completed") + + def on_tool_error(self, error: Exception, **kwargs: Any) -> None: + """Called when a tool encounters an error.""" + print(f"[AgentLens] Tool error: {error}") + + def on_agent_action(self, action: Any, **kwargs: Any) -> None: + """Called when an agent performs an action.""" + print(f"[AgentLens] Agent action: {action.tool}") diff --git a/packages/sdk-python/agentlens/integrations/openai.py b/packages/sdk-python/agentlens/integrations/openai.py new file mode 100644 index 0000000..b248bac --- /dev/null +++ b/packages/sdk-python/agentlens/integrations/openai.py @@ -0,0 +1,39 @@ +"""OpenAI integration for AgentLens.""" + +from typing import Any, Optional +from functools import wraps + + +def wrap_openai(client: Any) -> Any: + """Wrap an OpenAI client to add AgentLens tracing. + + Args: + client: The OpenAI client to wrap. + + Returns: + Wrapped OpenAI client with AgentLens tracing enabled. + + Example: + import openai + from agentlens.integrations.openai import wrap_openai + + client = openai.OpenAI(api_key="sk-...") + traced_client = wrap_openai(client) + + response = traced_client.chat.completions.create(...) + """ + original_create = client.chat.completions.create + + @wraps(original_create) + def traced_create(*args: Any, **kwargs: Any) -> Any: + print("[AgentLens] OpenAI chat completion started") + try: + response = original_create(*args, **kwargs) + print("[AgentLens] OpenAI chat completion completed") + return response + except Exception as e: + print(f"[AgentLens] OpenAI error: {e}") + raise + + client.chat.completions.create = traced_create + return client diff --git a/packages/sdk-python/agentlens/trace.py b/packages/sdk-python/agentlens/trace.py new file mode 100644 index 0000000..60e148d --- /dev/null +++ b/packages/sdk-python/agentlens/trace.py @@ -0,0 +1,76 @@ +"""Trace decorator and context manager for instrumenting agent functions.""" + +from typing import Callable, Optional, Any +from functools import wraps + + +def trace(name: Optional[str] = None) -> Callable[..., Any]: + """Decorator to trace a function or method. + + Args: + name: Name for the trace. If not provided, uses the function name. + + Returns: + Decorated function with tracing enabled. + + Example: + @trace(name="research-agent") + async def research(topic: str) -> str: + return f"Researching: {topic}" + """ + + def decorator(func: Callable[..., Any]) -> Callable[..., Any]: + @wraps(func) + async def async_wrapper(*args: Any, **kwargs: Any) -> Any: + trace_name = name or func.__name__ + print(f"[AgentLens] Starting trace: {trace_name}") + try: + result = await func(*args, **kwargs) + print(f"[AgentLens] Completed trace: {trace_name}") + return result + except Exception as e: + print(f"[AgentLens] Error in trace {trace_name}: {e}") + raise + + @wraps(func) + def sync_wrapper(*args: Any, **kwargs: Any) -> Any: + trace_name = name or func.__name__ + print(f"[AgentLens] Starting trace: {trace_name}") + try: + result = func(*args, **kwargs) + print(f"[AgentLens] Completed trace: {trace_name}") + return result + except Exception as e: + print(f"[AgentLens] Error in trace {trace_name}: {e}") + raise + + if hasattr(func, "__await__"): + return async_wrapper + else: + return sync_wrapper + + return decorator + + +class Tracer: + """Context manager for creating traces. + + Example: + with Tracer(name="custom-operation"): + # Your code here + pass + """ + + def __init__(self, name: str) -> None: + self.name = name + + def __enter__(self) -> "Tracer": + print(f"[AgentLens] Starting trace: {self.name}") + return self + + def __exit__(self, exc_type: Any, exc_val: Any, exc_tb: Any) -> bool: + if exc_type is None: + print(f"[AgentLens] Completed trace: {self.name}") + else: + print(f"[AgentLens] Error in trace {self.name}: {exc_val}") + return False diff --git a/packages/sdk-python/agentlens/transport.py b/packages/sdk-python/agentlens/transport.py new file mode 100644 index 0000000..37b4e75 --- /dev/null +++ b/packages/sdk-python/agentlens/transport.py @@ -0,0 +1,38 @@ +"""Batch transport for sending data to AgentLens API.""" + +from typing import List, Dict, Any + + +class BatchTransport: + """Transport layer that batches events for efficient API calls. + + This class handles batching and sending of traces, decisions, and other + events to the AgentLens backend. + """ + + def __init__(self, max_batch_size: int = 100, flush_interval: float = 1.0) -> None: + self.max_batch_size = max_batch_size + self.flush_interval = flush_interval + self._batch: List[Dict[str, Any]] = [] + + def add(self, event: Dict[str, Any]) -> None: + """Add an event to the batch. + + Args: + event: Event data to be sent. + """ + self._batch.append(event) + if len(self._batch) >= self.max_batch_size: + self.flush() + + def flush(self) -> None: + """Flush the batch by sending all pending events.""" + if not self._batch: + return + + print(f"[AgentLens] Flushing batch of {len(self._batch)} events") + self._batch.clear() + + def shutdown(self) -> None: + """Shutdown the transport, flushing any remaining events.""" + self.flush() diff --git a/packages/sdk-python/pyproject.toml b/packages/sdk-python/pyproject.toml new file mode 100644 index 0000000..a4a353e --- /dev/null +++ b/packages/sdk-python/pyproject.toml @@ -0,0 +1,33 @@ +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.backends" + +[project] +name = "agentlens" +version = "0.1.0" +description = "Agent observability that traces decisions, not just API calls" +readme = "README.md" +license = "MIT" +requires-python = ">=3.9" +authors = [{ name = "Vectry", email = "hunter@repi.fun" }] +keywords = ["ai", "agents", "observability", "tracing", "llm"] +classifiers = [ + "Development Status :: 3 - Alpha", + "Intended Audience :: Developers", + "License :: OSI Approved :: MIT License", + "Programming Language :: Python :: 3", + "Topic :: Software Development :: Libraries", +] +dependencies = [ + "httpx>=0.25.0", +] + +[project.optional-dependencies] +langchain = ["langchain-core>=0.1.0"] +openai = ["openai>=1.0.0"] +all = ["agentlens[langchain,openai]"] + +[project.urls] +Homepage = "https://agentlens.vectry.tech" +Repository = "https://gitea.repi.fun/repi/agentlens" +Documentation = "https://agentlens.vectry.tech/docs" diff --git a/tsconfig.json b/tsconfig.json new file mode 100644 index 0000000..4f87f7b --- /dev/null +++ b/tsconfig.json @@ -0,0 +1,16 @@ +{ + "compilerOptions": { + "target": "ES2022", + "module": "NodeNext", + "moduleResolution": "NodeNext", + "lib": ["ES2022"], + "strict": true, + "esModuleInterop": true, + "skipLibCheck": true, + "forceConsistentCasingInFileNames": true, + "resolveJsonModule": true, + "declaration": true, + "declarationMap": true, + "sourceMap": true + } +} diff --git a/turbo.json b/turbo.json new file mode 100644 index 0000000..ccb8672 --- /dev/null +++ b/turbo.json @@ -0,0 +1,17 @@ +{ + "$schema": "https://turbo.build/schema.json", + "globalDependencies": ["**/.env.*local"], + "tasks": { + "build": { + "dependsOn": ["^build"], + "inputs": ["$TURBO_DEFAULT$", ".env*"], + "outputs": [".next/**", "!.next/cache/**", "dist/**"] + }, + "dev": { "cache": false, "persistent": true }, + "lint": {}, + "clean": { "cache": false }, + "db:generate": { "cache": false }, + "db:migrate": { "cache": false }, + "db:push": { "cache": false } + } +}