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Convert Logstash pipelines to OpenTelemetry Col...
name ] == "SYSTEM" { #[4] drop { } } date { #[5] match => [ "[date]"...target => "[@timestamp]" timezone => "UTC" remove_field => [ "date"...www.elastic.co/observability-labs/blog/logstash-to-otel -
styles-v1.css
vg width="18" height="18" viewBox="0 0 18 18" fill="none" xm...;charset=utf-8,%3Csvg width='16' height='16' xmlns='http://www.w3.org/2000/svg'...www.elastic.co/guide/static/styles-v1.css -
Finding your best music friend with vectors: Sp...
(300 × 100 = 30,000) than with user A (100 × 100 = 10,000) due...huge array where we do a key => value sorting approach. The key...www.elastic.co/search-labs/blog/vectors-spotify-wrapped-part-05 -
Tracing a RAG based Chatbot with Elastic Distri...
batch = False ) app = Flask ( __name__, static_folder = "../frontend/build"...LLM_TYPE = openai OPENAI_API_KEY = XXXX CHAT_MODEL = gpt-4o-mini...www.elastic.co/observability-labs/blog/openai-tracing-langtrace-elastic -
Tracing, logs, and metrics for a RAG based Chat...
LLM_TYPE = openai OPENAI_API_KEY = XXXX CHAT_MODEL = gpt-4o-mini...OTEL_EXPORTER_OTLP_HEADERS = "Authorization=Bearer%20xxxxx" Notice...www.elastic.co/observability-labs/blog/openai-tracing-elastic-opentelemetry -
eui_theme_light.min.css
width='6' height='6'%3E%3Ccircle cx='8' cy='11' r='3' fill='%23FFF'...width='6' height='6'%3E%3Ccircle cx='8' cy='11' r='3' fill='%235E646F'...www.elastic.co/docs/themes/eui_theme_light.min.css -
Independence with OpenTelemetry on Elastic — El...
elastic-secret \ --from-literal = elastic_apm_endpoint = 'YOUR_APM_ENDPOIN...\ --from-literal = elastic_apm_secret_token = 'YOUR_APM_SECRET_TOKEN'...www.elastic.co/observability-labs/blog/opentelemetry-observability -
Monitor your C++ Applications with Elastic APM ...
std::cout << "\n=== Starting " << transaction_name << " ===\n"; // Randomly...Console outcome: === Starting transaction_1 === [TRACE] Doing non-DB...www.elastic.co/observability-labs/blog/opentelemetry-cpp-elastic -
LLM observability with Elastic: Taming the LLM ...
hallucinations: ========== Guardrail Assessment ========== **Model Response:**...: 0.03 (Threshold: 0.99) ========== Here, the Grounding Score...www.elastic.co/observability-labs/blog/llm-observability-amazon-bedrock-guardrails -
k-nearest neighbor (kNN) search | Elasticsearch...
results: resp = client.search( index="my-index", size=10, knn={ "query_vector":...resp = client.search( index="my-index", size=10, query={ "script_score":...www.elastic.co/guide/en/elasticsearch/reference/current/knn-search.html