OpenTelemetry Instrumentation for AI Observability
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Updated
Nov 12, 2026 - Python
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OpenTelemetry Instrumentation for AI Observability
mcp telemetry haystack tracing gemini openai hacktoberfest vertex aiops opentelemetry vercel llms langchain llmops llamaindex langraph pydantic-ai smolagents openai-agents
Here you can find all the Tutorials for Haystack 📓
A simple Django project which uses MySQL as database. It has Signup, Login, Logout functionality. It lets you search for countries, cities, languages from the default mysql dump. Django's user table has been overridden to store user information.
Python toolkit for Chinese LLMs, with flexible batch capacity, structured real-time visulization and automated accumulation for streaming, and explicit feedback on vendor-native parameter validation.
python api adapter package machine-learning ai haystack openai api-wrapper glm minimax autogen langchain llamaindex chinese-llm chinese-llms litellm doubao deepeval mimo-v2
Fully working applications that demonstrate how to use Haystack to implement various use cases
📇 Configurable indexing and other extras for Haystack (with ElasticSearch biases)
Self-hosted RAG search engine — 34 formats, BM25+hybrid search, multi-LLM (Gemini/OpenAI/Claude/Ollama), FastAPI + Docker, production-ready in 3 min
python docker open-source haystack self-hosted knowledge-base semantic-search bm25 document-search rag fastapi vector-search hybrid-search llm document-parsing langchain llamaindex ollama crewai
Mistral + Haystack: build RAG pipelines that rock 🤘
Kuberbetes mutating webhook that injects a sidecar container to a pod
Generates a quiz from a URL. You can play the quiz, or let the LLM play it.
Haxall IoT framework
Distributed KV Storage System based on Raft and RocksDB, can be use to store small files, like images.
rocksdb raft haystack distributed-storage distributed-file-system distributed-file-storage distributed-kv
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