v1.0.0

traceAI v1.0.0

A major new expansion of traceAI open-source, OpenTelemetry-native observability for AI applications. Now as per standard gen-ai conventions.

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Highlights

4 Languages, 100+ Packages

traceAI v1.0.0 ships with full support across Python, TypeScript, Java, and C#.

Python

46 packages covering:

• 17 LLM providers
• 12 agent frameworks
• 8 tools/libraries
• 9 vector databases

Package:
https://pypi.org/project/fi-instrumentation-otel/

TypeScript

39 packages with near-parity to Python across LLM providers, agents, and vector databases.

Package:
https://www.npmjs.com/package/@traceai/fi-core

Java

24 modules including integrations for:

• LangChain4j
• Spring AI
• Spring Boot starter
• Semantic Kernel

Repository:
https://jitpack.io/#future-agi/traceAI

C#

Core SDK with .NET 10 support.

Package:
https://www.nuget.org/packages/fi-instrumentation-otel

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Supported Ecosystem

LLM Providers

• OpenAI
• Anthropic
• Google Generative AI
• Vertex AI
• AWS Bedrock
• Mistral
• Groq
• Cohere
• Ollama
• LiteLLM
• Together AI
• DeepSeek
• Fireworks AI
• Cerebras
• HuggingFace
• xAI (Grok)
• vLLM
• Azure OpenAI
• IBM Watsonx

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Agent Frameworks

• LangChain
• LlamaIndex
• CrewAI
• OpenAI Agents
• SmolAgents
• AutoGen
• Google ADK
• Agno
• Pydantic AI
• Claude Agent SDK
• AWS Strands Agents
• IBM BeeAI
• Mastra
• LangChain4j
• Spring AI
• Semantic Kernel

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Vector Databases

• Pinecone
• ChromaDB
• Qdrant
• Weaviate
• Milvus
• LanceDB
• MongoDB Atlas
• pgvector
• Redis
• Azure AI Search
• Elasticsearch

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Voice & Real-time

• Pipecat
• LiveKit

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Standards

• Model Context Protocol (MCP)
• Vercel AI SDK
• Portkey
• Guardrails AI
• Instructor

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What's New

• Java SDK
  Enterprise-grade Java support with LangChain4j, Spring AI, Spring Boot auto-configuration, and Semantic Kernel integrations.
  Includes 9 LLM providers and 10 vector databases.

• C# SDK
  .NET support with OpenTelemetry-based tracing, published on NuGet.

• Massive TypeScript expansion
  Grew from 8 packages to 39, now matching Python coverage.

• New Python instrumentors
  Added support for:

  • DeepSeek
  • Fireworks
  • Cerebras
  • HuggingFace
  • xAI
  • vLLM
  • Together AI
  • Cohere
  • Ollama
  • Agno
  • Pydantic AI
  • Claude Agent SDK
  • AWS Strands
  • BeeAI
  • and more.

• Unified semantic conventions
  Consistent attribute naming across all four languages, aligned with OpenTelemetry GenAI semantic conventions.

• License change
  Moved from GPL-3.0 → MIT to make adoption easier.

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Getting Started

Python

pip install traceai-openai