remove telemetry API completely

docs/docs/concepts/apis/index.mdx

@@ -17,7 +17,6 @@ A Llama Stack API is described as a collection of REST endpoints following OpenA
 - **Eval**: generate outputs (via Inference or Agents) and perform scoring
 - **VectorIO**: perform operations on vector stores, such as adding documents, searching, and deleting documents
 - **Files**: manage file uploads, storage, and retrieval
-- **Telemetry**: collect telemetry data from the system
 - **Post Training**: fine-tune a model
 - **Tool Runtime**: interact with various tools and protocols
 - **Responses**: generate responses from an LLM

docs/docs/distributions/k8s/stack-configmap.yaml

@@ -8,7 +8,6 @@ data:
     - inference
     - files
     - safety
-    - telemetry
     - tool_runtime
     - vector_io
     providers:
@@ -73,12 +72,6 @@ data:
             db: ${env.POSTGRES_DB:=llamastack}
             user: ${env.POSTGRES_USER:=llamastack}
             password: ${env.POSTGRES_PASSWORD:=llamastack}
-      telemetry:
-      - provider_id: meta-reference
-        provider_type: inline::meta-reference
-        config:
-          service_name: "${env.OTEL_SERVICE_NAME:=\u200B}"
-          sinks: ${env.TELEMETRY_SINKS:=console}
       tool_runtime:
       - provider_id: brave-search
         provider_type: remote::brave-search

docs/docs/distributions/k8s/stack_run_config.yaml

@@ -140,8 +140,6 @@ server:
   auth:
     provider_config:
       type: github_token
-telemetry:
-  enabled: true
 vector_stores:
   default_provider_id: chromadb
   default_embedding_model:

docs/docs/distributions/self_hosted_distro/starter.md

@@ -116,10 +116,6 @@ The following environment variables can be configured:
 - `BRAVE_SEARCH_API_KEY`: Brave Search API key
 - `TAVILY_SEARCH_API_KEY`: Tavily Search API key
 
-### Telemetry Configuration
-- `OTEL_SERVICE_NAME`: OpenTelemetry service name
-- `OTEL_EXPORTER_OTLP_ENDPOINT`: OpenTelemetry collector endpoint URL
-
 ## Enabling Providers
 
 You can enable specific providers by setting appropriate environment variables. For example,
@@ -265,7 +261,7 @@ The starter distribution uses SQLite for local storage of various components:
 2. **Flexible Configuration**: Easy to enable/disable providers based on your needs
 3. **No Local GPU Required**: Most providers are cloud-based, making it accessible to developers without high-end hardware
 4. **Easy Migration**: Start with hosted providers and gradually move to local ones as needed
-5. **Production Ready**: Includes safety, evaluation, and telemetry components
+5. **Production Ready**: Includes safety and evaluation
 6. **Tool Integration**: Comes with web search, RAG, and model context protocol tools
 
 The starter distribution is ideal for developers who want to experiment with different AI providers, build prototypes quickly, or create applications that can work with multiple AI backends.

docs/docs/references/python_sdk_reference/index.md

@@ -360,32 +360,6 @@ Methods:
 
 - <code title="post /v1/synthetic-data-generation/generate">client.synthetic_data_generation.<a href="https://github.com/meta-llama/llama-stack-client-python/tree/main/src/llama_stack_client/resources/synthetic_data_generation.py">generate</a>(\*\*<a href="https://github.com/meta-llama/llama-stack-client-python/tree/main/src/llama_stack_client/types/synthetic_data_generation_generate_params.py">params</a>) -> <a href="https://github.com/meta-llama/llama-stack-client-python/tree/main/src/llama_stack_client/types/synthetic_data_generation_response.py">SyntheticDataGenerationResponse</a></code>
 
-## Telemetry
-
-Types:
-
-```python
-from llama_stack_client.types import (
-    QuerySpansResponse,
-    SpanWithStatus,
-    Trace,
-    TelemetryGetSpanResponse,
-    TelemetryGetSpanTreeResponse,
-    TelemetryQuerySpansResponse,
-    TelemetryQueryTracesResponse,
-)
-```
-
-Methods:
-
-- <code title="get /v1/telemetry/traces/{trace_id}/spans/{span_id}">client.telemetry.<a href="https://github.com/meta-llama/llama-stack-client-python/tree/main/src/llama_stack_client/resources/telemetry.py">get_span</a>(span_id, \*, trace_id) -> <a href="https://github.com/meta-llama/llama-stack-client-python/tree/main/src/llama_stack_client/types/telemetry_get_span_response.py">TelemetryGetSpanResponse</a></code>
-- <code title="get /v1/telemetry/spans/{span_id}/tree">client.telemetry.<a href="https://github.com/meta-llama/llama-stack-client-python/tree/main/src/llama_stack_client/resources/telemetry.py">get_span_tree</a>(span_id, \*\*<a href="https://github.com/meta-llama/llama-stack-client-python/tree/main/src/llama_stack_client/types/telemetry_get_span_tree_params.py">params</a>) -> <a href="https://github.com/meta-llama/llama-stack-client-python/tree/main/src/llama_stack_client/types/telemetry_get_span_tree_response.py">TelemetryGetSpanTreeResponse</a></code>
-- <code title="get /v1/telemetry/traces/{trace_id}">client.telemetry.<a href="https://github.com/meta-llama/llama-stack-client-python/tree/main/src/llama_stack_client/resources/telemetry.py">get_trace</a>(trace_id) -> <a href="https://github.com/meta-llama/llama-stack-client-python/tree/main/src/llama_stack_client/types/trace.py">Trace</a></code>
-- <code title="post /v1/telemetry/events">client.telemetry.<a href="https://github.com/meta-llama/llama-stack-client-python/tree/main/src/llama_stack_client/resources/telemetry.py">log_event</a>(\*\*<a href="https://github.com/meta-llama/llama-stack-client-python/tree/main/src/llama_stack_client/types/telemetry_log_event_params.py">params</a>) -> None</code>
-- <code title="get /v1/telemetry/spans">client.telemetry.<a href="https://github.com/meta-llama/llama-stack-client-python/tree/main/src/llama_stack_client/resources/telemetry.py">query_spans</a>(\*\*<a href="https://github.com/meta-llama/llama-stack-client-python/tree/main/src/llama_stack_client/types/telemetry_query_spans_params.py">params</a>) -> <a href="https://github.com/meta-llama/llama-stack-client-python/tree/main/src/llama_stack_client/types/telemetry_query_spans_response.py">TelemetryQuerySpansResponse</a></code>
-- <code title="get /v1/telemetry/traces">client.telemetry.<a href="https://github.com/meta-llama/llama-stack-client-python/tree/main/src/llama_stack_client/resources/telemetry.py">query_traces</a>(\*\*<a href="https://github.com/meta-llama/llama-stack-client-python/tree/main/src/llama_stack_client/types/telemetry_query_traces_params.py">params</a>) -> <a href="https://github.com/meta-llama/llama-stack-client-python/tree/main/src/llama_stack_client/types/telemetry_query_traces_response.py">TelemetryQueryTracesResponse</a></code>
-- <code title="post /v1/telemetry/spans/export">client.telemetry.<a href="https://github.com/meta-llama/llama-stack-client-python/tree/main/src/llama_stack_client/resources/telemetry.py">save_spans_to_dataset</a>(\*\*<a href="https://github.com/meta-llama/llama-stack-client-python/tree/main/src/llama_stack_client/types/telemetry_save_spans_to_dataset_params.py">params</a>) -> None</code>
-
 ## Datasetio
 
 Types:

docs/src/pages/index.js

@@ -13,7 +13,7 @@ function HomepageHeader() {
         <div className={styles.heroContent}>
           <h1 className={styles.heroTitle}>Build AI Applications with Llama Stack</h1>
           <p className={styles.heroSubtitle}>
-            Unified APIs for Inference, RAG, Agents, Tools, Safety, and Telemetry
+            Unified APIs for Inference, RAG, Agents, Tools, and Safety
           </p>
           <div className={styles.buttons}>
             <Link
@@ -206,7 +206,7 @@ export default function Home() {
   return (
     <Layout
       title="Build AI Applications"
-      description="The open-source framework for building generative AI applications with unified APIs for Inference, RAG, Agents, Tools, Safety, and Telemetry.">
+      description="The open-source framework for building generative AI applications with unified APIs for Inference, RAG, Agents, Tools, Safety, and Evals.">
       <HomepageHeader />
       <main>
         <QuickStart />